1. Introduction
Growth fluctuations
are more frequent in fishes of tropical subtropical water bodies due to several
factors such as environmental variations, multiple spawning, dynamics of food
compositions, physiological changes etc. Growth of fish is a mathematical
function of length and weight and varies due to biological changes and seasonal
dynamics [1]. The study of length weight
relationship in fishes is of primary importance in setting up equations in
estimating the number of fish landed as well as in comparison of population in
time and space. The length-weight relationship of fish is an important fishery
management tool. Its importance is pronounced in estimating the average weight
at a given length group and in assessing the relative well being of a fish
population [2]. Condition factor compares the
well being of a fish and is based on the hypothesis that heavier fish of a
given length are better-condition [3]. Condition
factor has been used as an index of growth and feeding intensity.
Oyo State is
completely land-locked and has no access to the sea. However, it is endowed
with natural large water surface area and its domestic fish production is
derived mainly from rivers, lakes and reservoirs (Dams) etc. Prominent among
such water bodies are those lakes built by the water corporation of Oyo State
and are located in various parts of the state (Table 1).
Others include 14 lakes built by OYSADEP (Oyo State Agric. Development
Programme): 1 by IITA: 1 by Railway Corporation: 3 by Ogun-Osun River Basin
Development Authority (OORBDA) and 1 Natural lake at Ibusogbooro in Oyo West
Local Government Area (Odo-Ogun). These lakes totaled 28 and covered a total
water surface area of 10,175.19 hectares with 1,152 fisher folks, 962 canoes as
at 1999 and 2,433.02 tonnes of fish were landed as at 2000 [4]. Therefore, the objectives of the study are to
evaluate length-weight relationship and condition factor of five fish species
in Eleyele Reservoir and investigate the species that is abundant during the
study period.
2.
Materials and Methods
2.1.
The Study Area
The
study was conducted at Eleyele reservoir, Ibadan Oyo State. Nigeria. The
temperature of the area ranges from 25ᶱC-30ᶱC and the Longitude7°23'49"N,
Latitude 3°52'2"E. Eleiyele reservoir
was constructed by the Water Corporation of the old Western Region in 1939
primarily to supply water to Ibadan city by darning of the river Ona which
itself covers a distance of 62Iun from its source to the dam. It has a surface
area of 152.76ha and a storage capacity of 1550 million gallons; a maximum
depth of 12m, and a mean depth of 6.5m. Its basing is long and narrow and
divided into two main stretches, with the narrowest part slightly over 20m and
the widest slightly above 250 m. The dam receives water during the rainy season
principally from the River Ona and other associated small streams, in addition
to water from run-offs. The control of the fisheries of Eleiyele reservoir
resides in the Oyo State Ministry of Agriculture and Natural resources acting
through its Department of Fisheries. The Department of Fisheries exercises its
powers under the relevant laws to formulate by-laws and regulations for the
development, exploitation, management and protection of the fishery resources [4].
2.2.
Experimental design
Fish specimens
were procured from artisanal fishers and middlemen at the landing site.
Sampling of landed catches was done once a month for a period of six months.
The fishers used a range of fishing gear such as gill net, cast net set nets
and traps. From the catches the fish specimens that were abundant were selected
and kept in insulated containers for onward transportation to the department
laboratory for further analysis.
2.3.
Length-Weight relationship and Condition Factor of fish
The total length
of the fish was measured from the tip of the mouth to the caudal fin using
meter rule calibrated in centimeters. Fish were measured to the nearest
centimeter. Fish weight was taken using a sensitive scale to the nearest gram.
The mean length and weight of the different species were used for data analysis.
The relationship
between the length (L) and weight (W) of fish was expressed by equation (Pauly,
1983) [5].
W = aLb
Where
W = weight of fish
in (g)
L = total length
(TL) in (cm)
a = constant
(Intercept)
b = the length
exponent (Slope)
The ‘a’ and ‘b’
values were obtained from a linear regression of the length and weight of fish.
The correlation ‘r’ that is the degree of association between the length and
weight was computed from the linear regression analysis.
R= r2
The condition
factor (K) of the fish specimen was estimated from the relationship
K = 100W
L3
Where
K = condition
factor
W = weight of fish (g)
L = length of fish (cm)
2.4.
Analysis of Data
Regression
analysis was performed to determine the relationship between length and weight
of fish.
3. Results
and Discussion
3.1. Fish Species in Eleyele Reservoir
Fish species that were found
throughout the study period are Tilapia zilli, Sarotherodon
melanotheron, Tilapia guineensis, Oreochromis niloticus and Hemichromis fasciatus Other fish
species that were captured once or twice during the study period are Hespetus odoe,
Hemichromis elongates, Clarias
gariepinus, Heterotis niloticus and Tilapia galileaus.
Akinyemi et al. (1986) [6] observed that fishing
was done in Eleyele reservoir only during the dry season months of November to
April and from visual observation and identifications of fish landing made by
cooperative fishermen, they found out that the Cichlidae were most abundant and
were dominated by Oreochromis niloticus, TIlapia zilli and Hemichromis fasciatus. The results
obtained from this study also corroborate with the findings of Akinyemi et al. (1986)
[6]. They also found out that in most cases,
species of Hemichromis
bimaculatus and Hemichromis fasciatus were observed to be thrown
back into the reservoir by the fishermen whenever they were encountered in the
catch but now all their catches were sold to the fish mongers.
3.2.
Length-Weight relationship
The Length-weight relationship
of the five fish species most abundant during the study period is presented in table1. The relationship between the length and weight of
the fish species showed that they are allometric in growth and this implies
that the fish species did not increase in weight faster than the cube of their
lengths. Fish are said to exhibit isomeric growth when length increases in
equal proportions with body weight for constant specific gravity. The
regression co-efficient for isometric growth is ‘3’ values greater or lesser
than ‘3’ indicate allometric growth (Gayando and Pauly, 1997) [7]. Several authors have reported both isometric and
allometric growth for different fish species from various water bodies. King reported
allometric growth for Tilapia species from Umuoseriche Lake. Abowei et al. (2009) [2] reported
isometric growth for Ethmalosa Fimbriata, Illishia
Africana and allometric growth for Sardinella. maderensis and Cynoglossus sengalensis from Nkoro
river, Niger state.
Condition
factor
The graphical
representation of the condition factor of each species studied is shown in
figs. 1,3,5,7 and 9. The condition factor ranged from 2.2 to 3.9 for Tilapia zilli,
1.7-3.0 for Sarotherodon
melanotheron, 1.8-5.3 for Tilapia guineensis, 1.8-2.5 for Oreochromis
niloticus and 1.5-2.8 for Hemichromis fasciatus. There was difference in the
condition factors for the combined fish and the monthly factor for each fish
species studied. The condition factors obtained in this study is very close
with the results obtained from other studies. Hatikakoty and Biswas (2004) [8] reported mean condition factor between 1.48 and
2.89 for Oreochromis
mossambicus in different seasons.
4.
Conclusion
The value of condition factors
obtained in this study showed that all the species studied were in good
condition. Gayando and Pauly (1997) [7] reported
that certain factors often affect the well being of a fish. The factors include
data pulling, sorting into classes, sex, stages of maturity and state of the
stomach [9].
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADOTkAAJKSAAIAAAADOTkAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDc6MjAAMjAxNzowOTowNiAxNjowNzoyMAAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA3OjIwLjk5MDwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCAD4AVgDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoorFk0+yv8AxPd/brOC58uzt9nnRK+3LzZxkcdB+VAG1RWd/wAI7ov/AEB7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/wDAVP8ACj/hHdF/6A9h/wCAqf4UAaNFZ3/CO6L/ANAew/8AAVP8KP8AhHdF/wCgPYf+Aqf4UAaNFZ3/AAjui/8AQHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/AMBU/wAKP+Ed0X/oD2H/AICp/hQBo0Vnf8I7ov8A0B7D/wABU/wo/wCEd0X/AKA9h/4Cp/hQBo0Vnf8ACO6L/wBAew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP8AwFT/AAo/4R3Rf+gPYf8AgKn+FAGjRWd/wjui/wDQHsP/AAFT/Cj/AIR3Rf8AoD2H/gKn+FAGjRWd/wAI7ov/AEB7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/wDAVP8ACj/hHdF/6A9h/wCAqf4UAaNFZ3/CO6L/ANAew/8AAVP8KP8AhHdF/wCgPYf+Aqf4UAaNFZ3/AAjui/8AQHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/AMBU/wAKP+Ed0X/oD2H/AICp/hQBo0Vnf8I7ov8A0B7D/wABU/wo/wCEd0X/AKA9h/4Cp/hQBo0VneHiT4Y0snk/Y4v/AEAUUAaNZ0H/ACNF9/152/8A6HNWjWdB/wAjRff9edv/AOhzUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBneHf8AkV9L/wCvOH/0AUUeHf8AkV9L/wCvOH/0AUUAaNZ0H/I0X3/Xnb/+hzVo1nQf8jRff9edv/6HNQBo0UUUAFFFFABRRRQAVweii7tPHCp4sgv4dSvXnmsZ7fV55bCVAOITDlUSRYznBjIbazhiQcd4c4O0gHsSKwrDRtVfU4L7xJqdnfPabjaxWVgbZEZhtLtukkYsFyowyjDtkE4IAN2qUmr2sNyIJRcIxdYwxtZQm4kADft28kgde9Xaztc/5B8X/X5a/wDpRHQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBneHf+RX0v8A684f/QBRR4d/5FfS/wDrzh/9AFFAGjWdB/yNF9/152//AKHNWjWdB/yNF9/152//AKHNQBo0UUUAFFFFABRRRQAUUVxNt4o1K/8AinZafAyx6HPpt1LENoLXLxywr5ucZCfOwXHDD5uQVwAdtWdrn/IPi/6/LX/0ojrRrO1z/kHxf9flr/6UR0AaNFFVNR1Sx0i2FxqVylvEWCBnPUntTSbdkJtLVluikVldAyMGVhkEHIIpaQwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAzvDv/Ir6X/15w/8AoAoo8O/8ivpf/XnD/wCgCigDRrOg/wCRovv+vO3/APQ5q0azoP8AkaL7/rzt/wD0OagDRooooAKKKKACiiigCK5t47u0ltp9xjmRo32OUOCMHDAgg+4Oa4yH4cQWXxA0vW7K6vvsVlZTQtHcaxdzP5jPGUwHdhswjZUnBO3IOAR3FFABWJremWCJHeLZWy3X222PniJd+TOgPzYz0rbrO1z/AJB8X/X5a/8ApRHQBo1438TLfWF1/wA7UW32TZFoUHyKv93/AHvX1+nT2Sobqztr6DybyCOeLIbZIoYZHQ4NdGHrexnzWuY1qXtY8tzz34V+IGmin0m9vVJjwbWF/vY53AHuBxx9a9Irg/GfgM30p1fw9/o+ood7Rodvmkdwezfz+tP8F+PBqbjSdd/0fUkOxXcbRKR2I7N7d/0rWtBVU61P5rsZUpOm/Zz+T7nc0UUVxHWFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ3h3/AJFfS/8Arzh/9AFFHh3/AJFfS/8Arzh/9AFFAGjWdB/yNF9/152//oc1aNZ0H/I0X3/Xnb/+hzUAaNFFFABRRRQAUUUUABOASATjsO9cvpupeJY/GCaZrC6bcW09k90xsI5FawYOoSN3Zj5obLhXCxk+U52joOmdikbMqM5AJCLjLewzgfnXD6b4cS/+INv4oi8LzeG54IZku5ZXtxJfmTbhWWB3DAEFizMGBCgAgnAB3VZ2uf8AIPi/6/LX/wBKI60axNb0+FUjug9z5n222O03MhTmdB9zdt/SgDbooooAK47xp4Fh19Dfadtg1NBnd0E2Ox9D6H8/bsaKunUlTlzRInCM1yyPO/B/juaK6/sLxXugu4z5aTy8En+6/v6Hv+p9ErmfGHgu08T2vmJtg1CNcRz4+9/st6j+X6Vx2g+O9Q8LznRPE1u8q27iPzN2XiX/ANmGMY9vwrrlTjXXPS36r/I51N0Xy1Nuj/zPV6Kyl8UaAyhhren4IzzdID+RNL/wk2g/9BvTv/AuP/GuTkn2Onnj3NSisv8A4SbQf+g3p3/gXH/jWXrvj/RdHt43t7iLUZXbAjtZlbA7kkZA+nf8yHGlOTskJ1IJXbOoormJPiL4YjgWQ6jksudixOWHseODWTdfFvRYsi1tLyc+pVUH88/pVrD1pbRZDr01vI72qmo6pY6RbC41K5S3iLBAznqT2rztvitqd6xXSNBDN2yzSn8lArlfFN34i1OeK98RWk9sh+WFGhaNF9QAe/15rop4Kblaen5mM8VFRvDU94VldAyMGVhkEHIIpa8f8JePJ/DUQ0/XILiS0IDQnb88YPoDjKmvTdI8R6TriA6ZexTNjJjztcfVTzWFbDzpPVadzWnWhUXn2NOiiiuc3CiiigAooooAKKKKACiiigAooooAKKKKAM7w7/yK+l/9ecP/AKAKKPDv/Ir6X/15w/8AoAooA0azoP8AkaL7/rzt/wD0OatGs6D/AJGi+/687f8A9DmoA0aKKKACiiigAooooAKKa7pFG0krKiICzMxwAB1JNc9Z+MobjX7bSb3SNU0yW9R3spbyJAl0EGTja7MjbTu2yBGxnjIIAB0dZ2uf8g+L/r8tf/SiOtGs7XP+QfF/1+Wv/pRHQBo0UUUAFFFFABXjvirwBqVrrgbTI5r6C8kO1z8zIx5Ic/8Asxr2Kit6NeVF3iY1aUaqszz6z+EWl/Y4/wC0L27a52/vDA6qmfYFSam/4VHoP/P3qP8A38j/APiK7uiqeKrfzC+r0v5ThP8AhUeg/wDP3qP/AH8j/wDiK5rxV8N59IEc+hC4vbdiFdCA0iE9/lAyPw4r2CiqhjK0Xdu5MsNTkrJWOC8N/DHTrewWXxBD9qu3+Yx+YQkXtwRk+vb09T1Nr4Z0Oyx9m0mzQj+LyVJ/M81qUVlOvUm7tmkaUIKyQiqqKFRQqjoAMAVFdWdtfQeTeQRzxZDbJFDDI6HBqaisr21NSrf6ZY6pb+RqNpFcx9hIgOPp6fhXD6t8KLV38/w/eSWUoOVjkJZQfZvvD9a9CorSnWqU/hZnOlCfxI8qGueN/BpC6vbNf2a/8tH+cY/66Dkf8C/KtOb4tWDaO8trZyi/6LDLygPruHUD8D/OvQiMjB5FcH40+H0OpRNfaFAkN4vLwoAqzfTsG/nXVCpRqyXtY281+pzzhVpxfs5XN7wt4qtPE9gJIiIrqMfvrcnlT6j1HvW9Xldr8JLt7GKabVVtrsjc0Qi3BD6bg3WpP+EM8caZzpuu+ag6ILlx/wCOsMUp0aEpPkn9/wDmONWqkuaB6hRXl/8AaHxL0v8A19obtR/0ySTP/fHNZOsfEbxFcQ/Y5Il0yeNwZDEjI+R2IYnA9R3pRwc5P3Wn8xvFRitU0ezUVzPgnxX/AMJPpr+fGY7u2wJsD5Wz0YfXB4rpq5ZwlCTjLc6IyU1zIKKKKgoKKKKACiiigDO8O/8AIr6X/wBecP8A6AKKPDv/ACK+l/8AXnD/AOgCigDRrOg/5Gi+/wCvO3/9DmrRrOg/5Gi+/wCvO3/9DmoA0aKKKACiiigAooooAbLLHBC8s0ixxxqWd3OAoHJJPYVxOl+LfCvijxXa3dvr2l3c0G+HTLOC7SSZmYfvJTGpJHyrgcfKu8k4bC9xRQAVia3aTBI5zqFy0f222P2crHs/16cZ2bvf71bdZ2uf8g+L/r8tf/SiOgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5nxX4Js/E4jl3/AGW7Qgeeq53L6EcZ9q6airhOUJc0XqTKKmrSKWkaRZ6Jpsdlp8eyJOpPVz3Ynuau0UVLbbuxpJKyCiiikMKKKKACiiigDO8O/wDIr6X/ANecP/oAoo8O/wDIr6X/ANecP/oAooA0azoP+Rovv+vO3/8AQ5q0azoP+Rovv+vO3/8AQ5qANGiiigAooooAKKKKACsvS/Euja3qWo2GkahFeXGmOsd4sWWETtnCluhPBBAJwRg4NalcpojKfih4rUEbha6eSM8gETf4GgDq6ztc/wCQfF/1+Wv/AKUR1o1ia3JflI1a2tha/bbb96Lhi+PPTHybMdf9qgDbooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDO8O/8ivpf/XnD/6AKKPDv/Ir6X/15w/+gCigDRrOg/5Gi+/687f/ANDmrRrOg/5Gi+/687f/ANDmoA0aKKKACiiigAooooAKzLTwzoOn6tNqlhomnW2oTljLdw2iJLIWOW3OBk5PJyeTWnRQAVna5/yD4v8Ar8tf/SiOtGs7XP8AkHxf9flr/wClEdAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGd4d/wCRX0v/AK84f/QBRR4d/wCRX0v/AK84f/QBRQBo1nQf8jRff9edv/6HNWjWdB/yNF9/152//oc1AGjRRRQAUUUUAFFFFAFe/ne1025uIl3vFEzqp7kAkCvMfD0EenaH8P8AxFalf7W16aEapcgfPf8An20kriQ/xbXAZf7gTauFyK9WrndL8FWGk31tLDc3cttYbv7OsZWTybHcCreWAoY/KzKN7NtUkLgHFAHRVha/ezrbrGNMumRbu3IlDRbWxMhAGXzz0GQOTzgc1u1Fc20d3EI5gSqyJIMHHKMGH6qKAKf9p3f/AEA7/wD77t//AI7R/ad3/wBAO/8A++7f/wCO1o0UAZ39p3f/AEA7/wD77t//AI7Uc+tzW0Ykn0W/VS6xg7oD8zMFUcSdyQK1aiubaO7iEcwJVZEkGDjlGDD9VFAFP+07v/oB3/8A33b/APx2j+07v/oB3/8A33b/APx2tGigDO/tO7/6Ad//AN92/wD8dqOfW5raMST6LfqpdYwd0B+ZmCqOJO5IFatRXNtHdxCOYEqsiSDBxyjBh+qigCn/AGnd/wDQDv8A/vu3/wDjtH9p3f8A0A7/AP77t/8A47WjRQBnf2nd/wDQDv8A/vu3/wDjtRz63NbRiSfRb9VLrGDugPzMwVRxJ3JArVqK5to7uIRzAlVkSQYOOUYMP1UUAU/7Tu/+gHf/APfdv/8AHaP7Tu/+gHf/APfdv/8AHa0aKAM7+07v/oB3/wD33b//AB2o59bmtoxJPot+ql1jB3QH5mYKo4k7kgVq1Fc20d3EI5gSqyJIMHHKMGH6qKAKf9p3f/QDv/8Avu3/APjtH9p3f/QDv/8Avu3/APjtaNFAGd/ad3/0A7//AL7t/wD47Udxrc1pay3Fxot+kUKGR23QHCgZJwJPStWoru2jvLOa1nBMc8bRvg4OCMH+dAFP+07v/oB3/wD33b//AB2j+07v/oB3/wD33b//AB2tGigDO/tO7/6Ad/8A992//wAdqOfWprW2kuLjRr+OGJC8jloDtUDJOBJnp6Vq1Fd20d5ZzWs4JjnjaN8HBwRg/wA6AJaKKKACiiigAooooAzvDv8AyK+l/wDXnD/6AKKPDv8AyK+l/wDXnD/6AKKANGs6D/kaL7/rzt//AEOatGs6D/kaL7/rzt//AEOagDRooooAKKKKACiiigAooooAKKKKACuf8VeJp/DTaT5WkTX0V/qEFlLOsyRpa+bKkYZsncxy/AVT0OSvGegri/ibcNFpGlJFZahduusWNyy2VjNclY4bmN5GPlq2MKCecZxgZNAHaUU1HEkauoYBgCAylT+IPI+hp1ABWH4h1XXNPhmfw/ocOqNbwtNItxem238EhIz5bhmOP4toGRz1xuVyvizxBDBcLok1pq5huoibm6s9LurhUjPBRXijb525H+yMnIO0EA29C1i38QeH9P1iyWRbe/to7mJZQA6q6hgGAJGeecE/Wr9VNLnhudLgltbaW1gK4ihmhMLKg4X5CAV4AIUgEAjIB4q3QAVh+J9Y1fR9OnutG0aDUvs0D3EouL37MpVQTtVtj5c47hV9WFblcn45/svU7I6HqK+IVmmTfDJo8F2NrnKqTLEPLBB52yNtGFLDGDQB0tjdrf6db3kcckaXESyqkq7XUMAcMOx55FT1l+GbfUrTwppVvr04uNTitIku5Qc75Qo3HPfnPPfrWpQAVl+I9et/DWg3Gp3Uck3lL+7giGXmfsi/1J4ABYkAEjUrj/Guia/fw3t3pGo2Sxpp00MdpPp0k7lmVtxRlmQbmG1RlWIwcfeYEA6LRNS/tnw/p+p+V5P221iuPK3btm9A2M4GcZ64FXqwPAttqFn4B0S31cp9qisYVZVt2hMYCDCMrMx3AcE5GSDwOlb9ABWB4p8UR+Hjp1tGbF9Q1O4+z2kN9ei1jc4ycvtY+gACklmUY5yN+sXxFf6VDbiw1nTrvUIr1GjMMOlzXaOvGVcojKoPH3iB+VAGlYPeSWMb6nBBb3RB8yK3nMyKc9nKITxj+EVYrI8K6fcaV4V0+xu/MEkEIXZK+9o1/hQtk7iq4UnJzjOTWvQAVi+JfE0Hhy3tl+zT39/fTeRY6fagGW5kwWIG4hVVVBZmYgAD1wDtVwHjfRbWfxvousa9o8us6HFZ3NpNBHaPdiGV2jdJHgQMZFPllfuttbY2BjIAO00yXUJrBH1i1t7S7Od8NtctOi88YcohPH+z+fWrdcv8PNLudI8JLazxzQQfariSyt5yd9vatKxhjIPK4Qr8p+793tXUUAFFFFABRRRQAUUUUAZ3h3/kV9L/AOvOH/0AUUeHf+RX0v8A684f/QBRQBo1nQf8jRff9edv/wChzVo1nQf8jRff9edv/wChzUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFcd44+JOn/D9reTXNK1SSxnIBv7WOKSKMk4O4eYHGMjnbjkAEnirvjbx1pfgPw0db1WK5ubYMq7LNVdyGIG7DMo25IGc9x60AdJRVDRNUOtaLbaj9iubFblBIkNyYzIFPQnYzLyMHr35weKv0AFFQX19a6Zp899qE6W9rbxmSWaQ4VFAySTXPal4+07TNS8N2k1nfOPEhC2c8aIY0YqGxJlwRwR0B70AdRRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ3h3/kV9L/684f/AEAUUeHf+RX0v/rzh/8AQBRQBo1nQf8AI0X3/Xnb/wDoc1aNZ0H/ACNF9/152/8A6HNQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBw3j+20HxPI/g3U9TsYb7U9NnWC3lmUSBy0ZjcKeT8yEjA52Njoa8a8QareXf7LkqeKESy1KzKaRaRTSgST+Rcp5hVc5OAiK3fMTHgGvp6igDxDVr7R9R1b4dXHiO6sLrwX/ZsyNJcSK9l9tWHaBIfubwocKG5BD45zXH6rn/hV3ww/4SqTyrn/AISJfssl1IY51sN55DEhlQL5XORgbPavp+igD5qtVsL74TfF3S7FYLiHT9auri0tIQGS3hD5V0QcKgCsQQMfKT2rX8SSeGTF8JLG1exgsZLsPJHCRDG4KKHb5cAgucE9GJI55r36igD5v8Ow6d4i+CGvaRD4ksNKit/E0zWpumBs9qkSxxSDlRCxBOfu5HQ9D638I9RTVPhnp1zFo9vo6s83+jWmfILeaxZ4s9I2YlgOgBwMgA12tFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBneHf+RX0v8A684f/QBRR4d/5FfS/wDrzh/9AFFAGjWdB/yNF9/152//AKHNWjWZPBqEOsTXdlBbTJNBHERNO0ZUo0h7I2c7/wBKANOis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaANGis7z9a/6B9h/4HP8A/GaPP1r/AKB9h/4HP/8AGaANGis7z9a/6B9h/wCBz/8Axmjz9a/6B9h/4HP/APGaADw7/wAivpf/AF5w/wDoAoqfS7V7HR7O0lZWe3gSJivQlVAOPyooAtUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAf/9k=)
Figure 1: Condition factor
of Tilapia zilli
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADMjcAAJKSAAIAAAADMjcAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDc6NDIAMjAxNzowOTowNiAxNjowNzo0MgAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA3OjQyLjI2OTwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADlAbgDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RqhNrNpDcyQEXMkkRCv5NpLIFJAOMqpGcEH8av1naZ/yENY/6/F/9J4qAD+3LT/njf8A/guuP/iKP7ctP+eN/wD+C64/+IrRooAzv7ctP+eN/wD+C64/+Io/ty0/543/AP4Lrj/4itGigDO/ty0/543/AP4Lrj/4ij+3LT/njf8A/guuP/iK0aKAM7+3LT/njf8A/guuP/iKP7ctP+eN/wD+C64/+IrRooAzv7ctP+eN/wD+C64/+Io/ty0/543/AP4Lrj/4ik1HxHomkXkFpq2s6fY3NzjyYbm6SN5cnHyqxBPPHFaVAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EUmmeI9E1q5nt9H1nT9Qmt/wDXRWt0krRc4+YKSRyD1rSoAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIij+3LT/njf/wDguuP/AIitGigDO/ty0/543/8A4Lrj/wCIo/ty0/543/8A4Lrj/wCIrRooAzv7ctP+eN//AOC64/8AiKP7ctP+eN//AOC64/8AiK0aKAM7+3LT/njf/wDguuP/AIiga7ZF0Vlu497qgaWymRdzEAAsyADJIHPrWjWdrn/IPi/6/LX/ANKI6ANGiiigArO0z/kIax/1+L/6TxVo1naZ/wAhDWP+vxf/AEnioA0aKKKACiiigAooooAKKKKAOO+Ic0B8P3uiWFnDd634ht3sra3KjLgqVMshxkRxh9xJ6ZAHLAHqLKzFppVvZSubgQwrCzyDmTCgEn61kan4J0XVtcbWblb+PUGgW3ae01S5tiY1JYJiKRRjLE9Opq2fDemG8sbt4ppLrT7aS1t55LqVpFjcKHyxbLE7F+Zstx1oA5y1WLXviXZ3ejQpHpfhy1uLOS6jGEmmkKDyExwVjCEtjgMVXqGx3Fc5ofgPQ/DZthow1K3itQRDbnV7uSBAQRjymlKEcngjrz1ro6AM3VL++0+3nuorO3mtoImlYtcsjkKMnC7CO3r+VaVZ3iL/AJFfVP8Arzm/9ANaNABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWdrn/ACD4v+vy1/8ASiOtGs7XP+QfF/1+Wv8A6UR0AaNFFFABWdpn/IQ1j/r8X/0nirRrO0z/AJCGsf8AX4v/AKTxUAaNFFFABRRRQAUUUUAFFFFAGbqPiPRNIvILTVtZ0+xubnHkw3N0kby5OPlViCeeOK0q474hzQHw/e6JYWcN3rfiG3eytrcqMuCpUyyHGRHGH3EnpkAcsAep0+1NjpttaNK0xghSIyN1faAMn3OKACHULO4vriygu4Jbq1CG4gSQF4Q4JXcoOVyASM9cVYrz7wTomneH/ih4vsdItVt4PsWmuwBLM7sbks7sxLOxPVmJJ7mvQaAM7xF/yK+qf9ec3/oBrRrE8TSX40LUlhtrZ7c2km6R7hlcDYc4XYQf++ufatugApssscETSzOscaDczucBR6k06vL/AIq6hq6zxWRjMWluAVdD/rm7hvTHYfj9NqNL2s1G9jKrU9nHmPT1ZXQMjBlYZBByCKWvN/hTq+pXS3GnzES2VsgZHZvmjJPCgdwefpivSKVak6U3Bjp1FUipIKKKKyNAooooAKKKKACiiigArnvFHjGw8LpGs6m4uZCCIEYAhc8sfQenqfxI6GvDPF8Uep+Ob2PQxcXzM3z7QX+fowXH8I4H/wBbFdeFpRqztLZHPiKkqcfd3PadN1K11fT472wlEsMgyCOoPcEdjVqvI7Hw3468KR+fpOx0kAaWCJ1fn0Kt3/3fzrQtvinfWEwt/EmivFIOpjBjb/vhv8aqWFbbdJqS/EmOISX7xWZ6ZRXOaZ498O6phY9QS3kP/LO5Hln8zx+RrokdZEDxsGUjIZTkGuWUJQdpKx0RlGWsWLRRRUFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFMknihaNZpUjMjbEDMBub0HqaAH0UUUAFFFFABWdrn/IPi/6/LX/ANKI60aztc/5B8X/AF+Wv/pRHQBo0UUUAFZ2mf8AIQ1j/r8X/wBJ4q0aztM/5CGsf9fi/wDpPFQBo0UUUAFFFFABRRRQAUUUUAc/qfgnRdW1xtZuVv49QaBbdp7TVLm2JjUlgmIpFGMsT06mrqeHdNTUNPvzDLJd6bbvb208txJI6o+3cGLMd5OxfmbJ468mtOgkKCWIAHJJ7UAc7pngXRNI1ptWsv7T+2uqrJLNrF3MJQoYKHV5SHA3NgMDjJIxXRVh6X4y0TWNSSwsrmcXEsTTQiezmgW4jGMvE0iKsq/MpyhIwQehFblAGd4i/wCRX1T/AK85v/QDWjWd4i/5FfVP+vOb/wBANaNABVXUdNtNWsZLPUIVmgkHKn+YPY+9WqKabTuhNX0Z5NrumXPw68TwazoysdNmO1oySQPWMn36g+3tXp+majbatpsN9ZPvhmXcp7j1B9x0o1PTrbVtNmsb1N8My7WHcehHuOteY6BqN18PvFUuiau5OnXDApKegzwsg9ux+ntXb/vMP76/FHL/AAJ/3X+DPWKKAQQCDkHvRXCdYUUUUAFFFFABRRWX4i1228O6NLf3XJX5Y484Mjnoo/z0zTjFydkJtRV2c98Q/Fh0awGm6e5/tC7XGV6xIeM/U9B+Jqz4B8Jjw7pPn3aD+0LoAyk9Y17J/j7/AErnvAehXOvavL4r10eYWkLW6sOGb+9j0XoPp7V6bXXWkqUfYx+f+RzUk6kvay+QVDc2ltewmK8t4p4z1SVAw/I1NRXHsdRyOp/DPw9qGWhhksZD/Fbvx/3ycj8sVzr/AA98S6E5k8Na0XXOfL3mIn8OVP416hRXTHFVYq17rz1MJYem9bW9Dy4eN/GHh47fEWkefEOsrR7M/wDA1yv6Umr/ABZeeyiXRLV7a4LZlecBgAOy+ufU4/qPUiAQQRkHtXD+Lvh3BrDrdaMIbO6yBIuNqSD14HB/nW9OrQnJe0hb8vuMp060Y+5K/wCf3kun/FDQZ7COTUJntLnH7yLymYA+xA6VM3xN8MAcXcrfSBv8KWx+G3hy2s4o7mz+1zKPnmeRwXPrgHAHtVseAvDCnI0iL8XY/wBazbwt9E/wKSxFuhQPxR8NA8TXB+kBqM/FTw4M4N2fpD1/WtYeB/DSjA0e3/HJ/rTx4N8ODGNGtOPWPNK+G7P8B2r90YZ+LHh4DiK+P0iX/wCKrlvEPxMvr3UoX0NpLS1gYMFcDdMf9sDt7fj6Y9IHhLw8pyNFsfxgU/0rG1v4baTql5bzWgGnqjATRwIAsi+w6A+/6VrSqYWMruL+epnUhiHHcyk+L9mIE83S5zNt+cK4259j1xUMnxiTOIdEZvTdc4/9lNd7a6FpVnCkVtp1qioABiJc/icZJ96uRwxxDEUaJ/uqBWbqYfpD8TTkrdZ/geZ/8LT1ef8A49PD+c9Pmd/5AUf8J540n/49fDfB7/ZJm/rXp9FL29JbU194eyqdZnmH/CRfEW4/1ej+Vn/p1I/9CNch4k1LX7nVk/4SF5Y7qADy0KhAnfKgcfj7e1e/Vn6loOmavNby6jaJO9u26Mt/I+o9jxWtLFwhK7gl6EVMPKUbczKHgu+1XUPDUM+tRbJjxG54aVMcMR2z+vXvW/RRXDOSlJtKx1RVklcKKKKkoKztc/5B8X/X5a/+lEdaNZ2uf8g+L/r8tf8A0ojoA0aKKKACs7TP+QhrH/X4v/pPFWjWdpn/ACENY/6/F/8ASeKgDRooooAKKKKACiiigAooooAKKKRlV0KuoZWGCCMgigDi7CU+M/HFrrlmB/YehieK0uf+f64ceXIyesSAMob+JiSOACe1rDsfBHhTS76O90zwxo1ndRHMc9vp8UbocY4YKCOCa3KAMTxNHfnQtSaG5tktxaSbo3t2ZyNhzht4A/7549626zvEX/Ir6p/15zf+gGtGgAooooAK57xl4Xi8T6MYlCreQ5a3kPY91Psf8DXQ0VUJuElKO6JlFSXKzz74deKJWLeHNZLR3ltlYfM6sB1Q+47e30r0GvPviL4XlYr4j0YNHeW2Gm8vqwHRx7jv7fSug8G+KIvE+jCViq3kOFuIx2PZh7H/ABFdVaCnH20Nnv5MwpScX7KXy80dDRRRXGdIUUUUAMlljgheWZ1SONSzMxwFA6k15PI1x8TfGYRC8ej2R69MJnr/ALzY/AfStH4geILjVtSj8KaFmSSRwtwUPVv7mfQdT/8AWNdn4Z8P2/hvRYrKDDP96aXHMj9z9Ow9q7of7PT538T28l3OSX76fIvhW/8AkacEEVrbxwW6LHFGoVEUcKB0FSUUVwnWFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVna5/yD4v+vy1/wDSiOtGs7XP+QfF/wBflr/6UR0AaNFFFABWdpn/ACENY/6/F/8ASeKtGs7TP+QhrH/X4v8A6TxUAaNFFFABRRRQAUUUUAFFFFAGRrPirQ/D15p9prGpQ21zqdwltZwHLSTSMQoAUAnGSAW6DIyRmtckKCWIAHJJ7Vw3xLs7UQaHei2hF2+v6VC1wEHmFBdqQpbrtBYnHTJPrXT60tnqFncaFPfR21zqVrNHGgkAlK7drOik5O3cOe2RQBU0nxnoWt36WenXcjyyo8kDSWssUdyikBnhd1CyqNy8oWGGB6EVu15cln4gh8V+AtF1O20lG0lpJPMsLqSR2hS1eEyGNo18tCzxrjL8uBnjn1GgDO8Rf8ivqn/XnN/6Aa0axPE0d+dC1Jobm2S3FpJuje3ZnI2HOG3gD/vnj3rboAKKKKACiiigAIBBBGQe1eT6/p118PvFUWt6QhOnXDEPEOgzy0Z9u4+ntXrFVdT0621bTZrG9TfDMu1h3HoR7jrW9Cr7OWuqe5jVp8603WwaZqNtq2mw31k++GZdynuPUH3HSrVeT6BqN18PvFUuiau5OnXDApKegzwsg9ux+ntXrAIIBByD3orUvZy01T2ClU51rutwrl/HXitfDekbLdgb+5BWFf7g7ufp29/xrc1bVLbRdLnv719sUK5wOrHsB7k15v4U0u58b+J5vEetpm0hf91EeVYj7qD/AGV7+p/GroU071J/Cvx8ia03pCG7Nz4deFG0yzOsampa/uxlQ/JjQ88/7R6n/wDXXcUUVjUqOpJyka04KEeVBRRRWZYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWdrn/IPi/6/LX/ANKI60aztc/5B8X/AF+Wv/pRHQBo0UUUAFZ2mf8AIQ1j/r8X/wBJ4q0aztM/5CGsf9fi/wDpPFQBo14l4e8ez+FD8Rr3VJ7/AFZLHXRaabZTXbOS7sVSJWkJ2LnqewBODgA+215e3waa5s/FcF/ryu2vX66lBLBZbGsrhGLIfmkYSL0BBAyM8jIIALl78WoNCsfFH/CTaZ9l1Dw2kMk1vaXH2iOdZtoiKSFEPLMFOVGOvNW/C/jzVdb8cXvhvU9Cs9Pks7KK8eWHUmn3LIAVCgwp06HJHtmsTxX4Um0Dwp4z8SaldWmqaxq8EMUrtp5FpDEm1FBiLuQoyWZyxwBux8uDnfCa41Cz8XT2WPCurQXlsZLnU/D+o3N7JbmPascc0s7uQGBIRMj7jkDg0AWPjRNqHhXVfDvjO11HVF0q2vo4NXsYL6dIXiJ+WQojADBBHT5iyg56GidUl8K/tDWQuNZ1S58Na3bzLafadUmlt4blEDPtUuQVwQMEHDPxjAx6l4u8N2vjDwhqWgXx2w30Bj37d3lt1R8dyrANj2rntW+FWk6v4a8LaNcTyGLw5cwTpIy5a4EYwyt6bzySO4oA6Hwtpo07RVJlvZGuna5IvbuWd4w5yseZGYjauFwDjIJxkmtmiigDI1Xwn4c166W61zQNL1K4RBGst5ZRzOqgkhQWBOMknHuaspomlRrbCPTLNRaQtb24W3QeTEwAMacfKpCgEDjgelZXiLx1o/hrWNN0q8+0z3uo3EMCRW0JfyRLJ5aSSNwEQtxknJwcA4OOhllSGF5ZWCRopZmPQAdTQBQ0jw9ougLKug6PYaYsxBlFlbJCHI6Z2gZxk9fWtGuW0jx5aatfabF/ZepWdtq6M+mXtysQivAF3jaFkZ13RguN6rwp6HiupoAzvEX/ACK+qf8AXnN/6Aa0azvEX/Ir6p/15zf+gGtGgAooooAKKKKACiiigDnvGXheLxPoxiUKt5DlreQ9j3U+x/wNc58P/Fpijk0HX5Bb3FmGEbzHb8q9VYnuuPy+leiV498U7CWLxKt59iEUEsaqJ1OfNYdc+hHT6Cu7DWqp0ZbdPI5K96b9rH5lnXL65+Ini6LR9LcjTLZiWlHQ44aT+i/X3r1CwsbfTNPhsrOMRwQqFRR/nrXnXwj+1p9uUWa/Y3wTckYbeOiD1GCT7fjXptTinyyVJbIeHXMvaPdhRRRXGdQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVna5/yD4v+vy1/wDSiOtGs7XP+QfF/wBflr/6UR0AaNFFFABWdpn/ACENY/6/F/8ASeKtGs7TP+QhrH/X4v8A6TxUAaNFFFABRRRQAUUUUAFFFFAHnnxY8QaNp1vodnqGr2NrdLrmnXRgnuURxCtyu6TaTnYNrZboMH0rp7/xTpaRQwWcialdX9jNeWNtB863kcagna4BXB3qBk87uM1uUUAeJ+CZbC38Q+EZNG1y21ueaKSK50aN2caIjRF3eJCxaBVZViIl3H59qlB8te2UUUAYnia0mk0LUpk1C5iQWkhMCLHsbCHgkoW59j+VbdZ3iL/kV9U/685v/QDWjQAUUUUAFFFFABRRRQAVV1HTbTVrGSz1CFZoJByp/mD2PvVqimm07oTV9GQWdnb6fZx2tnEsMES7URegFT0UUm76sewUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ2uf8g+L/r8tf8A0ojrRrO1z/kHxf8AX5a/+lEdAGjRRRQAVnaZ/wAhDWP+vxf/AEnirRrO0z/kIax/1+L/AOk8VAGjRRRQAUUUUAFFFFABRRRQBzniLx1o/hrWNN0q8+0z3uo3EMCRW0JfyRLJ5aSSNwEQtxknJwcA4OOhldo4XdI2lZVJEaYyx9BkgZPuQK8++LHiDRtOt9Ds9Q1extbpdc066ME9yiOIVuV3SbSc7BtbLdBg+ldgniPSJdQ0+yhvopptTt3ubPysuk0Sbdzq4yuPnXvznjNAGTF42lHiDTdI1DwvrOnTam0iwSTvaOg2IXYt5c7sAAOuOpA711NcZ4bP/CQ+PNa8Rkh7Sx/4k+nMOQdpDXLj6ybU/wC2Oe9dnQBneIv+RX1T/rzm/wDQDWjWJ4mtJpNC1KZNQuYkFpITAix7Gwh4JKFufY/lW3QAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVna5/wAg+L/r8tf/AEojrRrO1z/kHxf9flr/AOlEdAGjRRRQAVnaZ/yENY/6/F/9J4q0aztM/wCQhrH/AF+L/wCk8VAGjRRRQAUUUUAFFFFABRRRQAUVyvivxrJ4a1XSbGLRLu+W/vLa2luwRHBbLNL5QJc/ffPOxQTjklQRnqWZUQs7BVUZJJwAKAFornPDviHVvEa22pQaPbW+hXaebb3M1632mSMjKP5Ai2gNwRmTO0gkA5UdHQBneIv+RX1T/rzm/wDQDWjWd4i/5FfVP+vOb/0A1o0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ2uf8g+L/r8tf8A0ojrRrO1z/kHxf8AX5a/+lEdAGjRRRQAVnaZ/wAhDWP+vxf/AEnirRrO0z/kIax/1+L/AOk8VAGjRRRQAUUUUAFFFFABRRRQBwXxOvwItGsobHVLqaHV7C+k+x6ZcXCLDHcKzkvGjLkBSdud3TjkZ6DUNRXVIYtKt7PUQNXsZmS7Nq0cdv8AKABLuw0bnfwpXPyt0xW7RQB474R0JI7nwXHpPhi50bW9M41+8fT3gV0WBo3RpyALjfKUZdrOPl3dq9ioooAxfEmmx3Gi6jPuuTKLSTakdzIqkhDgbA20/THNWf7DtP8Antf/APgxuP8A4utGigDO/sO0/wCe1/8A+DG4/wDi6P7DtP8Antf/APgxuP8A4utGigDO/sO0/wCe1/8A+DG4/wDi6P7DtP8Antf/APgxuP8A4utGigDC1fSIrfRL6a1m1ATx28jxkX85O4KSON/PNXP7DtP+e1//AODG4/8Ai60aKAM7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIutGigDO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLrRooAwtU0iKC0R7abUA5uIEOL+c/K0qBv4/7pNXP7DtP+e1//wCDG4/+LrRooAzv7DtP+e1//wCDG4/+Lo/sO0/57X//AIMbj/4utGigDO/sO0/57X//AIMbj/4uj+w7T/ntf/8AgxuP/i60aKAMLVNIigtEe2m1AObiBDi/nPytKgb+P+6TVz+w7T/ntf8A/gxuP/i60aKAM7+w7T/ntf8A/gxuP/i6P7DtP+e1/wD+DG4/+LrRooAzv7DtP+e1/wD+DG4/+Lo/sO0/57X/AP4Mbj/4utGigDC1TSIoLRHtptQDm4gQ4v5z8rSoG/j/ALpNXP7DtP8Antf/APgxuP8A4utGigDO/sO0/wCe1/8A+DG4/wDi6P7DtP8Antf/APgxuP8A4utGigDO/sO0/wCe1/8A+DG4/wDi6P7DtP8Antf/APgxuP8A4utGigDCvdIiju9PSGbUAktwUlxfznK+VIf7/HzBauf2Haf89r//AMGNx/8AF1o0UAZ39h2n/Pa//wDBjcf/ABdH9h2n/Pa//wDBjcf/ABdaNFAGd/Ydp/z2v/8AwY3H/wAXR/Ydp/z2v/8AwY3H/wAXWjRQBjy2C2Opaa9rLeESXDJKJLuWVSvlSHkMxH3gvNbFFFABWdrn/IPi/wCvy1/9KI60aztc/wCQfF/1+Wv/AKUR0AaNFFFABWdpn/IQ1j/r8X/0nirRrO0z/kIax/1+L/6TxUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHIS+J9ci+KFjoM+l29tpN3BcvDcPLvmnMIhJcKvCJmUjByx2k4UYz0up3FzaaXc3FhZNf3UcbNDapIsZmfHC7mIC5Pc9K47XP7bl+J2h6la+F9SuLHTILu3luEntAJDN5O1lVpg20eW2cgHpgGunfUtTjvtTRtDmltbWKJ7SWC4iL3rMG3oEYqEK4XlmAO72oAyfB2u614k8NajLfLYWWqW1/d2KmFHlgRopGRSQWVnHHPKZ9F7VrHVvFEfxDt9Bvr/AEjULZbF7y9a102W3eAFtkIBaeQEsRIenAjPqKT4dQavYwatbaxoN7pn2jVLy/iknlt3VkmmZ1X93K5DAMM5GPQmr3g7Sr63fV9Z1u3Nvqer3rStCzq5ggQeXDHlSV4RdxwfvSNQB01FFFAHHw+J9db4pJ4fvNLtrPSpbK4nt5Wm8yeYxPEu8gfKiHzDgcscZO3pXS6rc3lppc8+mWB1C7Rf3Nt5qxeY2cAF24UdyeTgHAJwDx99/bcnxX07VIvC2pPp9pZXFi9yJ7QBjJLEVkCmfdsAjYnIDdPlNdK+p6pFPqu/QJ5YbRoxZm3uYme+DKCxCuyhNrEjDMM7cjqBQBn+BfEV9r/hD+09eS0trqO5uoJhbFhEohmePILc4wmcnHrgdKzvB/jTU/EnjHVbO5tILfSls4L3TWCsJpIZHkQO+Tj5vK3qAAQrgHnNUfCvhzUdR8A6r4Y8R6Zqehrd3N1K06zWzl45rh5Nq7XkH3WCsGXByQM1a0HwhrGl/E++1W51jULzT20y3gSSdbRRMyvNmMrHEpAQMrAgLksclgMAA7uiiigDkNN8Ta7c/Ey40LUdLtrHTRp73NsfN8y4lKzCPe207VVgcheT3JBO0dJqi6k9iU0WS1iumYAS3cbSIgzydilSxx23L9fXkC2tt8WY9V/4RXUxp62Dacbkz2mMmdW83b5+7y9oJ6bv9nPFaeu6t4qh0jVv7E8N+dexTrDYE3UTCeNlUtOVZkA2ksNhYFio5AOQAR6Drmt6l/wkOlXA0+TVtHuVt0uo43jt5t8SSqxQszLtEmCu45K9Rnh2ha3rH/CYaj4b16Sxu5razhvoruxt3gUpI8ibGRpHIYGMnIbkHoMc1PD66hoPg/UI9K8K6r/aMQa4C6lc2ok1O5fJZ2eOVlUk4znaACAoIGAvgO2v7SS7k1nQtTttU1DFzf6lePalJpAAqxosUzsqKOFUjAAOSWJJAOzooooA5DQ/E+uX/wAQtT0PV9Lt9OtYLFLu1US+bM6tNLGGcj5RuEW4KM4BGWzkDodWXVXtFTQpbOC5ZwGmvInlSNOckIrKXPQY3LjOcnGDyVn/AG23xbudXl8L6lDp0+mw6eLh57QhWSaVy5VZi2wiRcYBbr8oq/4g1fxeuhagND8NsdQF99ltGFzDJm3Kgm62u6DjLARlgSQMnBJABmp481Ky8Na2+oW1pd6vperJpMRt90MF1LKYvKbDFigAnTcMtjaxBOQK1tI1rV7fxjJ4b8RSWN1NJYm/tbqyt3gVkVwkiNGzyYKlkOd3IboMHODL4Yu7r4cHSdG0S+068sLyC/hGr3EDPfzxzLM7O8Mjjc5U5Y4wW4GBitrSbPU9V8ct4j1LSp9IgttPawtre6lieaQvIskjkRO6Bf3cYHzZJDZAGMgHWUUUUAcf4S8T67rPi7xBpevaXbaYlhDaT20Ecvmyqs3m5ErA7N37oHC5Azjc3Wuh1ZNXkgjTQp7K2lL/ALya8geZVXB6Rq6biTj+IY689K5Pw6db/wCFl61ql74V1OxstVtrSGOaae0YRGETFi4Sdjg+YoG0N3zjrVnxFqnjGXw6yaP4dnhvZr57ZngureSSC1BIFwgkdFLsoG1CflLZbO3BALGga5rfiDw1eeR/Z8OrWd/NYSTtG7W7NFJtaRUDbiMD7m8YORu4zU3hbW9RvtU1vSNaNpLeaRcRxtc2cTRRzLJEsi/IzMVYBsEbj2PfAzoX1bQfhy9r4P8ACF5b3triG0sb+4tizliC0zMsxVuWZiC4ZmB6Z3Vc8C2b6bpk9pLouqWEzym4ubvUpLZpL6d/vyHyZX54AwQABtA4HAB1NIxKoSFLEDIUYyfbmlpGJVCQpYgZCjGT7c0Acn4N8S65reta9ZeINNttNfT5IPJt4ZTK6LJEHxI/3WYZ52jA6AtjcdzWI9alSFNAubC0fcTLNe27zgLjhVjV05J7luMdDnI5jwqdaXx54gvdQ8Malp9pqzwPFNPNasI/Lh2EOI5mbkjjAPvineItS8Y3fh23h03w7d2t1d3MkN29neW8k1rbqxAkjMjopkdcFefk3EkErggFjRfGwk8AT6/r0ccUtlNPazrahmWeWKZoR5QOWPmMo2rycsFyepk8A+INZ8QaZqTeJLa0tb6y1GS0aK0LFFCqjYJJO4jcQSMA4zgVWg8J2+reF9H0+2ttX8Jw6LOr2lur2sj/ACKQrMP3yMPmJ5+bcN3UA07wB4b1Xw/P4hbV7+8uVvNUkmgFx5HzoVXEv7pFwzYIIOB8owo5yAdjRRRQAVna5/yD4v8Ar8tf/SiOtGs7XP8AkHxf9flr/wClEdAGjRRRQAVnaZ/yENY/6/F/9J4q0aztM/5CGsf9fi/+k8VAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVna5/yD4v+vy1/wDSiOtGs7XP+QfF/wBflr/6UR0AaNFFFABWdpn/ACENY/6/F/8ASeKtGs7TP+QhrH/X4v8A6TxUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXl3xl8Ua/wCFbvwrNoGqyWkd/qiWlzB5ETrIhIJOWQsD1HBHWvUa8S/aMv7S2l8FR3F1DE6a1HOyvIAVjXGXPoo9elAHp2u+N/D3hu9Fnq1+UufINy0MNvJO8cIODK4jViiD+82B71LqfjHw/o+jWuq32qQiyvGRLWSHMxuWf7ojVAWcn0UGvJb24j8K/Gbxxqfie4WGx1nRAdMnlPyXICKDDGehfI+4OTwcc1yc+mL4Q+Fvwy1LxVeHS9W0rUprm1tb2KRomjaQSlZdis8fCpghWIL4K9SoB754d8f+HfFep3Wn6Fc3Vxc2ZK3KyafcQiBgcbXZ41Ct1+UnPB44NcT+0D4o8R+CfCljrnhfXJ7GWS9SzeD7PBJGwKSPu+eMtu+QD72Mds81X+C194c1XxX4p1uw8RWmoa1rMwuJ7G1SVEtolJ27TKiNJ98ZbaBnHAzzl/tV6hZD4f6Zppu4Ptx1SOcWvmDzDGIplL7eu3JAz0zQB7H4cS6Xw5ZNf6hPqNxJCsj3FwkasxYZxiNVXAzgcdOuetadeeS/FXwppPgu0ax1/S7/AFJreKG2sre6WV3mZQqqyoSwG4jJ7c16HQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWdrn/IPi/6/LX/ANKI60aztc/5B8X/AF+Wv/pRHQBo0UUUAFZ2mf8AIQ1j/r8X/wBJ4qKKANGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK5fxn4M/wCEtfTnN3AosHd/sd9Zi7tLgsuMywll3FeqkMMEnrRRQBU8L/DjT/D/AIhOum30qK/Fs1qq6Rpq2MARmDElAzlmO0DJbgDgDJrs6KKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACs7XP+QfF/1+Wv8A6UR0UUAaNFFFAH//2Q==)
Figure 2: Length-Weight
relationship of Tilapia zilli.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADNjUAAJKSAAIAAAADNjUAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDc6NTUAMjAxNzowOTowNiAxNjowNzo1NQAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA3OjU1LjY0OTwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADKAXMDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoorD07Tor6Ca4uZ70yG6uF+S+mQALM6gAKwAwABwKANyis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGisiK1Wx8RW0UE1yY5bWZnSa5klBKvFg4djj7x6eta9ABRRRQAVnaH/yD5f+vy6/9KJK0aztD/5B8v8A1+XX/pRJQBo0VDeXcFhYz3l5IIre3jaWVyMhVUZJ49AK8Y8OeI9G1b4x6Hr8+u6dJf6vp93GbdL6KT7IheD7PbfKx+fG9iOpdpMcDgA9toorP1DVH05JZX0+6lghQyPNGY9oUDJ4LhuB7UAaFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdP/wAjRY/9edx/6HDWjWdP/wAjRY/9edx/6HDWjQAUUUUAFZ2h/wDIPl/6/Lr/ANKJK0aztD/5B8v/AF+XX/pRJQBo1mXGg2tz4nsddkkmF1Y281tGikbCspQsSMZz+7XHI6nrWnRQAVneIv8AkV9U/wCvOb/0A1o1neIv+RX1T/rzm/8AQDQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ0/wDyNFj/ANedx/6HDWjWdP8A8jRY/wDXncf+hw1o0AFFFFABWdof/IPl/wCvy6/9KJK0aztD/wCQfL/1+XX/AKUSUAaJOASc8egzXO2PjCK51y20u90jU9LkvY3kspL1IwtyEwWACuzI20htsgRsZ4yCB0DuI42dgxCgkhVLH8AOT9BXmVpqthqPxL0K80DxKvit5hcJPbu0TnSoGTcZF8lVEZ3KkZ80M53AAjDZAPT6zvEX/Ir6p/15zf8AoBrRrE8TWk0mhalMmoXMSC0kJgRY9jYQ8ElC3PsfyoA26KKKACiiigAooqpe6rp+mruv723th/01kCk/gaaTeiE2luW6K5C/+J3hyzyIZ5rxh2giOPzbArAm+Kmo38hi0DQzI/bfulJ/4CoH866I4WtLW1vXQxliKcep6dXK6h8QtI0/xEmlyMXXO2a5U/JE3YH19z2/PHLmH4k6+CHdrCFvdYcfl89YF38PPEFtqsNisCzmZdwnjJ8oeuWIGMe/XtXRSw1JNqpNfJmNSvUa9yLPcFZXQMjBlYZBByCKWvJrPWvGPge1S11DTDcWMWdrMCwUdeJFzj8a6PSvinod9tS+EunyH/noN6f99D+oFYTwtRax1XkaxxEHpLR+Z21FQWl9a38ImsbmK4jP8cThh+lT1zNW0Z0XuFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAM6f/kaLH/rzuP8A0OGtGs6f/kaLH/rzuP8A0OGtGgAooooAKztD/wCQfL/1+XX/AKUSVo1naH/yD5f+vy6/9KJKANGiiigArO8Rf8ivqn/XnN/6Aa0azvEX/Ir6p/15zf8AoBoA0aKKKAOY8d+ILzw/oQl0+3ZpZmKefjKwe59/Tt/I+Z+HfFniSzkkstILXkl05YJIhlYN1LDn888d69vuLeG7tpLe5jWWGRdrowyCKyPD/hPTPDZmawRmkmY5kkOWC9lB9P5967aNenCk4yjdnLUpTnUUlKyOJ/sD4ha7zqOpGyjbqpmCcf7sY/nVuy+ENqG36rqk87HlhCgTn6nOa9GoqXi6m0bL0Q1hoby19TnbDwF4b0/Bj0yOZh/FcEyZ/A8fpW/DDFbxiOCJIkHRUUAD8BT6K55TlP4nc3jCMfhQUUUVBQVhar4L0DWNzXWnxpKf+WsP7ts+uR1/HNbtFVGUou8XYmUVJWaPM7v4WXthMbnwzrEkUg+6spKN/wB9r/hUH/CTeOfC/Gt2Bvbdesjpnj/ronH55r1OiulYqT0qJS/Mw+rpawbRxOlfFPQ77al8JdPkP/PQb0/76H9QK2tS8Y6HplhHdy30c0crBUFuwkLepwD0Hf8AxpNV8F6BrG5rrT40lP8Ay1h/dtn1yOv45ry3xf4HuPDUwmtS9xYSNhZCPmQ/3Wx/PvWtOnh60kldeRE516cbuzPa7a5hu7aO4tZFlhkUMjqchhUleR6T4U8dWenRtp14bSJxvFubgqVz6rjANXfsfxQg/wBXceZ/20hP/oVZvDRv7s0Uq8rawZ6fRXmH274nW/8ArLXzcf8ATOE/+g0f8JR8Q7f/AFmh+bj/AKdHP/oJpfVZdJJ/Mf1hdYv7j0+ivMP+FgeL4f8Aj68N49f9GmX+ZNMm+K+qQxMs2iJDIwIVnZgAfoRz+dH1Oq9rfeH1mn1/I9SoryLwz8TbrT5ZY/EBmvYJGLiRcF4yewBwCvt27V2tp8RvDN3gG/MDH+GaJl/XGP1pVMLVg7Wv6DhiKc1vY6iiqVprOmX+PsWoWtwT2jmVj+QNXa5mmtzdNPYKKKKQwooooAKKKKACiiigAooooAKKKKAM6f8A5Gix/wCvO4/9DhrRrOn/AORosf8ArzuP/Q4a0aACiiigArO0P/kHy/8AX5df+lElaNZ2h/8AIPl/6/Lr/wBKJKANEjIIBIz3HauDhtX0b4m6Rpmj6pql6ZLOefV4ry+luFEfAik2uSsbNICAECgjf8uAMd224odhAbHBIyAfpXHeFPCfiHw7dzSXmvaZqX2ydp7+4OkyR3N0xztzJ9oZVCjCqAmAqgACgDsqxPE2oQw6FqVs6XJdrSQApbSMnKHq4XaPxPFbdZ3iL/kV9U/685v/AEA0AaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABQQCMEAj3oooAKKKKACiiigAqrqWm2urWElnfxCWGQYIPUH1B7GrVFNNp3Qmk9GchoHw50nSPPa9SPUnkJCGeIEInYAHPPv8AlirF38OvDN3k/wBn+Sx/ihkZf0zj9K6eitXXqt83MzNUaaVrHnl38INOkz9h1K5gP/TVVkA/LbVL/hX/AIt0vnR9fyo6KJpI8/hyK9QorRYuts3f1IeGp9FY8v8AtfxL0n/WwG9QdPkSTP8A3z81KvxR1jT2C63oGw9DjfCfyYGvT6RlDKVYAg9Qaf1iEvjpr5aC9jNfDN/meN3vxN1afX4r61HkWkXAtC2Vcd9x7n37fnnv9O+IPh2/gjZtQS2lYfNFOCpQ+mcYP51T1D4a6Tfa/HfgmG2PzTWsYwsh9iPug98fhipbr4ZeGbjPl2stuT3imb/2bNbVJ4WaSs16GcI4iLbumdJbalY3uPsd7b3Gf+eUqt/I1Zrzm5+D9k3NlqtxF6ebGr/y21W/4QDxbp3Ok+IcqP4fPkjz+HIrH2NGXw1PvRp7Sqt4fcz0+ivMN/xN0zqv2uMe0Umfy+aj/hYninTv+Qv4ewB1PkyRZ/E5FH1ST+Fp/MPrEV8Sa+R6fRXl178XZJ9NdNP042123CyPIHVPfGBk/wCfaun8FeM4vEtr9nudsWoxLmRB0kH95f6jtUzwtWEeaSKjiKc5cqZ1VFFFcxuZ0/8AyNFj/wBedx/6HDWjWdP/AMjRY/8AXncf+hw1o0AFFFFABWdof/IPl/6/Lr/0okrRrO0P/kHy/wDX5df+lElAGjRRXOeHvHOkeKNb1LTdH+0yHT0jdrl4SkMwdnUGMnlxmNhuA2nsTQB0dZ3iL/kV9U/685v/AEA1o1neIv8AkV9U/wCvOb/0A0AaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQByvjHwTbeI7YzWojg1BB8smMCT2bH86n8I+ELbwxZZO2a+lH76bH/jq+g/n+QHR0Vt7afJ7O+hn7KHPz21CiiisTQzp/8AkaLH/rzuP/Q4a0azp/8AkaLH/rzuP/Q4a0aACiiigArO0P8A5B8v/X5df+lElaNZ2h/8g+X/AK/Lr/0okoA0a838P+KfD978a9eSy13TbhrrTbKGBYryNzK6PcF1XB+ZlBBIHIyM16RRQAVieJrSaTQtSmTULmJBaSEwIsexsIeCShbn2P5Vt1neIv8AkV9U/wCvOb/0A0AaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdP/wAjRY/9edx/6HDWjWdP/wAjRY/9edx/6HDWjQAUUUUAFZ2h/wDIPl/6/Lr/ANKJK0aztD/5B8v/AF+XX/pRJQBo0VX1C8TT9Nub2QFktoXlYDuFBJ/lXBafq/iOzg8J67qGrve2/iCaOK807yIhDa+fGXjMLKgf5WCqd7NkE98YAPRazvEX/Ir6p/15zf8AoBrRrE8TanYQ6HqVrNe28dw9pIFheVQ7EocYXOeaANuis7/hItF/6DFh/wCBSf40f8JFov8A0GLD/wACk/xoA0aKzv8AhItF/wCgxYf+BSf40f8ACRaL/wBBiw/8Ck/xoA0aKzv+Ei0X/oMWH/gUn+NH/CRaL/0GLD/wKT/GgDRorO/4SLRf+gxYf+BSf40f8JFov/QYsP8AwKT/ABoA0aKzv+Ei0X/oMWH/AIFJ/jR/wkWi/wDQYsP/AAKT/GgDRorO/wCEi0X/AKDFh/4FJ/jR/wAJFov/AEGLD/wKT/GgDRorO/4SLRf+gxYf+BSf40f8JFov/QYsP/ApP8aANGis7/hItF/6DFh/4FJ/jR/wkWi/9Biw/wDApP8AGgDRorO/4SLRf+gxYf8AgUn+NH/CRaL/ANBiw/8AApP8aANGis7/AISLRf8AoMWH/gUn+NH/AAkWi/8AQYsP/ApP8aANGis7/hItF/6DFh/4FJ/jR/wkWi/9Biw/8Ck/xoA0aKzv+Ei0X/oMWH/gUn+NH/CRaL/0GLD/AMCk/wAaANGis7/hItF/6DFh/wCBSf40f8JFov8A0GLD/wACk/xoA0aKzv8AhItF/wCgxYf+BSf40f8ACRaL/wBBiw/8Ck/xoA0aKzv+Ei0X/oMWH/gUn+NH/CRaL/0GLD/wKT/GgDRorO/4SLRf+gxYf+BSf40f8JFov/QYsP8AwKT/ABoA0aKzv+Ei0X/oMWH/AIFJ/jR/wkWi/wDQYsP/AAKT/GgDRorO/wCEi0X/AKDFh/4FJ/jR/wAJFov/AEGLD/wKT/GgDRorO/4SLRf+gxYf+BSf40f8JFov/QYsP/ApP8aACf8A5Gix/wCvO4/9DhrRrMkdZPElg8bB0ayuCrKcggvByDWnQAUUUUAFZ2h/8g+X/r8uv/SiStGs7Q/+QfL/ANfl1/6USUAW7y1ivrGe0uATFcRtE4BwdrDB/Q1xOkeE/EJi8OaZr8unHT/DkiyRXNrI7S3zRxtHEXjZAIeG3EB35AAOOa7yigAqrqdo1/pN3aIwRriB4gx6AspGf1q1RQAUUUUAFFFFABRRRQBVtLRre5vpWYEXM4lAH8IEaJj/AMcz+NWqKKACiiigAooooAq3do1xc2UqsALacykH+IGN0x/4/n8KtUUUAFFFFABRRRQAVV0y0aw0m0tHYO1vAkRYdCVUDP6VaooAKKKKACiiigAqraWjW9zfSswIuZxKAP4QI0TH/jmfxq1RQAUUUUAFFFFABVW7tGuLmylVgBbTmUg/xAxumP8Ax/P4VaooAKKKKACiiigAooooAxLO0aw1HRrR2Dtb6ZLEWHQlTAM/pW3WdP8A8jRY/wDXncf+hw1o0AFFFFABWdof/IPl/wCvy6/9KJK0aztD/wCQfL/1+XX/AKUSUAaNFFFABRRRQAUUUUAU9W0/+1dLmsvtl3ZCbAaezk8uUDIJCtg7cgEZGCATgg4I5T4P28dp8MrO2gBWKG8v40BYsQovJgOTyfqa67ULWa9sJLe2v7jT5XxtubZY2kTBB4EiMvOMcqeCehwayfCXhRfCNhJY2+sahqFszvIkd6IP3TO7SOVMcaE7mcnknHGMUAb9FFFABRRRQAV51qWiaTbfEvQIPCunw22rx3El9q95AmHNq0cilZ5OrmSRkKhif9WSMba9Frk9I8CyaJqNxdWXinWit1eG8uYZUtHE7EjKsxg37cAKAGBCgAEYFAHWUUUUAFFFFABXH/EDSbPUNNaS48Gt4quPs8qQxsYSlu2OD+9cFcn+KNWfjocAV2FYur+H7jU7z7TZ+IdX0hjF5UiWTQsjgEkHbLG4VvmPzLtJ4yTtXABH4GlE3gLRSNTOqlLOON71gwaZ1XaxIYBgdwOdw3ZznnNb1U9J0q00TSbbTdORktrZAiBnLHHqWPJJPJJ6k1coAKKKKACsLxl4mh8JeF7jVJmhDgrFALiTy42ldgqB3PCruIyx4ABPat2igDyv4UXWiw+MPFdhp3iCz1e4me2uXniukka6cxAzSgAn5d7EccLkL2FeqVm2Gh22n63quqQvK0+qNE0yuQVUxpsXaMZHA5yTzWlQAUUUUAFFFFAHlJ0OLwTr9xrniHwnoWoWt7rxlXWY3D3lmJ5QsTFHhHCuyAlZCRuyAcYr1auZk8FJd3iNquuatqVjFdfa4tOuXh8lHD705WMSMqNjCu7DgZzgV01ABRRRQAUUUUAee+OPter+O9F8Ox6XaarZtY3N9LY39yYbed0eJE8zCPvC72IUqRuKnjbkb/ga/srzw2YtP0iDRVsbqezmsLYKIoZY5GD7NqqCpbLA7RndnAzVjXfDEWt31hfxahe6XqFh5ghvLIx79jjDxkSI6Mpwp5XIKggjvZ0DQrTw5pCafYmV1DvLLNO+6SeV2LPI7d2ZiScADnAAAAABpUUUUAZ0/wDyNFj/ANedx/6HDWjWdP8A8jRY/wDXncf+hw1o0AFFFFABWdof/IPl/wCvy6/9KJK0aztD/wCQfL/1+XX/AKUSUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFcp8Q4fET+HC/g/V59O1RN3kokMMiTttJCMJEbGSuAQR97nNAHV0V5XofxHvvEnwIXX7Gfy9a+yzRSyrGp8ueGNmd9uCoyE3AEYy6jHam/D74hXEXwf0fxP4y1O61XUdZu2tbe2jhhR5ZjM8SRRKqoOQmSWPryBxQB6tRXD3vxW0fT/AAnq2uXOnamv9i3ItdSsBHEbi2YsACR5mxlO5SGVmGD7HE+lfEnTtXvdTsrfS9Vju9Pso74W80UaPcQyAlSmXwD04k2EbhnvgA7GivCtb+KXifUf2em8baZ52hXy3p8t1SCaKaI3DxhAGDH5VwCSqEsuRwa9Bj+KeheT4le7gv7J/DSJJew3EKh2R13RsgDH7w6BiGBOGAoA7Sisfw14hHiXSxfppt7YRPtaL7X5R85GRXWRGid1ZSGHOeoNbFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnT/API0WP8A153H/ocNaNZ0/wDyNFj/ANedx/6HDWjQAUUUUAFZ2h/8g+X/AK/Lr/0okrRrO0P/AJB8v/X5df8ApRJQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVj6+msu1kdDs7C58ufzJvtl48GABj5dsT5JyeuMYHWtiigDy+3+F1/oh8cNoU1rMniHzBZWk87xR23nIBMzEIxzuwQADwoGRk1naR8J9ftfhn4a0O8l01dU8L6supWbxXMjQ3REzSFJCYg0f3yMgN0B74r2GigDyPWPhd4g1Pwb4yiSXTI9b8WXkcsqGeQ29rFGw2qH8vc7YBydqjLdOOdPw74H8R2XxB1DW9T/suOyvtFh09lt7qSWRHjVRuAMSgrnd3B6H2r0migDxW5+Evix/gKnw+iuNGM0VzlLlp5QrRec828/uyQxLKuzGBgncc7Rv6V4J8SWnjbxprV9aaFc2niOGBEtJbmSVcxqEKSAwgFWUtk844GDk16XRQBxHwx8FXvgjTdTtLhoYLS4vDNZadb3clzFZRlRlVkkVWOWyTx+ZJrt6KKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDOn/5Gix/687j/ANDhrRrOn/5Gix/687j/ANDhrRoAKKKKAP/Z)
Figure 3: Condition factor for Sarotherodon melanotheron.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADMDQAAJKSAAIAAAADMDQAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDg6MDgAMjAxNzowOTowNiAxNjowODowOAAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA4OjA4LjAzODwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADUAcgDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoqhrsskHh3UZYXZJEtZWVlOCpCEgim/2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZmjqYp9TtxJK8cN0Fj82VpCoMMbYyxJ6sT170UAO8Rf8AIr6p/wBec3/oBrRrO8Rf8ivqn/XnN/6Aa0aACiiigAooooAKKKKACiiigAorzjU7lNP+IeiwaZqGtpeXGosl/LqUtwllLD5bny41kxC7k7AohG75WJ4DZ9HoAKKp3OqW9pN5Usd0zYzmKzlkH5qpFWIJ47q2jngbfFKgdGHdSMg0ASUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaZ/yENY/6/F/9J4qKNM/5CGsf9fi/+k8VFAB4i/5FfVP+vOb/ANANaNZ3iL/kV9U/685v/QDWjQAUUUUAFFFFABRRRQAUVi69qGvWXOg6La6iqRNJK11qBthkdETEchZjzndtA45OTi14f1q28R+HNP1mxV0t7+3S4jWQYZQyg4PuM44oAw7rwrrWr3VpFr2v213pdpfJeJBFp3lTymN98SyS+YVIDBSdsabto6AkHrK5Pwp4n13xPFHfjRNPttJe4uIfNOpu848qV4s+V5AXlk6b+AfwrrKACs7w7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKZNNHbwvNO6xxopZnY4CgdSTUOn6jaarZpd6fOs8D9HX+XtTs7XFdXsWaKKKQwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKCcDJoAKKoXOuaTZ5+1anaQkdnnUH8s1lXPxB8MW2Q2qLIR2ijZ8/iBitI05y2TIdSEd2dJRXlt98V5f7fifT7fOmR8OjgB5fVs9sdh+ft6RpupWur6dFe2MgkhlGVPp6g+4q6lCpSScluTCtCo2ostUUUVgamdpn/IQ1j/AK/F/wDSeKijTP8AkIax/wBfi/8ApPFRQAeIv+RX1T/rzm/9ANaNZ3iL/kV9U/685v8A0A1o0AFFFFABRRRQAUUUUAcR8QtavE8jw9Zwatbw6lE32zVrDTri5NrD0Kx+UjYlbkAnhRluSFB2dP1Kw0+w0Ox0jSdRWxuQba3C2MkS2iRoSPNWQK0a/JtBI5JHrmt6igDzBbLStR8TaHeeDvCt3oeqpeC41O5fSHsQtuVPmxyyFVSYsxUBVZ/mG4cKTXp9FFAFO50u3u5vNlkulbGMRXksY/JWAqLw7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGiiigAooooAKKKKACiiigAooooAKKKCQASTgDqTQAUVzWr+PvD+j7ke8F1MP+WVt85/PoPzrk5fH/iXxFK0HhbSmiXOPN2+Yw+pPyr+NdEMNUmr2su70MJV4R0vd+R6Zc3VvZwGa7njgiXq8jBQPxNcfq/xS0Sw3JYCTUJR/zzG1P++j/QGsW2+G2ta1OLnxXq756+WrGRx7ZPC/hmux0jwVoOi7WtbFJJh/y2n/AHjZ9RngfgBWnLh6fxPmflsTzVp7LlXmebeINd8VeJ9KknlsJbbSUwzCKMhWHYljyw+nFZ/hfxBqvhdjfW9tLPpztsmUqRGx/wB7GA1e7MqupVwGVhggjIIqKCztra0Frb28UVuAQIkQBcHrxWixkFDk5NDN4aXNzc2pgaH4+0LW9sa3P2W4b/ljcYUk+x6H88+1dLXH658NdE1XdJaIdOuD/FAPkJ906fliua+x+OPBHNo51LT0/hAMigf7v3l/Dis/ZUqn8OVn2f8AmX7SpT+NXXdHqtFcNonxS0m/2xaqjadP03N80ZP16j8R+NdtBPDcwrNbypLE4yrxsGB+hFc9SlOm7SVjeFSM1eLH0UUVmWFFFFABRRUN1eW1jAZr24it4h1eVwo/M0JX2AmoriNX+Kei2O5NPWTUJR3QbE/76PP5A1hf2v488W8abbNp1o3/AC0QeWMeu9uT/wABrqjhajV5e6vM55YiCdo6vyO18X+Jo/DWjPOnlyXTELFEzgcn+IjOSB7f/XrynRPHGqaRrUt/PK12tw2biJ2wH9x6EdvyrsNN+E8TS/aPEOoy3UrHLJCSAT7seT+QrotK8CaFo9/LdW9r5jPwiTHesQ/2c/zOTXRCph6UHH4mzGUK9SSlscm3xX1G7Yrpeg7j2y7SfooFJ/wkXxF1H/j10k2wPQ/Zdn/ow16eqqihUAUDoAMYpaw9vTXw0189TX2M38U3+R5f/YnxJ1H/AI+dSNrnr/pCpj/v2KUfC3WL451bxBuPfh5f/QiK9Poo+t1F8KS9EH1aD+K7+Z59bfCHSkx9r1C7lP8A0zCoP5Gte2+Gvhi3wWsXnI7yzMf0BArqqKiWJrS3ky1QpLaJ51qHwqgm1+OWxnEGmud0sWSXT2X2Pv09676ysrfT7OO0solhgiXaiL2qeioqVp1ElJ7FQpQg24rcKKKKyNDO0z/kIax/1+L/AOk8VFGmf8hDWP8Ar8X/ANJ4qKADxF/yK+qf9ec3/oBrRrO8Rf8AIr6p/wBec3/oBrRoAKKKKACiiigAooooAKKKKAPO9Z0XSbf4i6BB4Z0+GHXPtbX+p3sK/vBaFJAwmk+8wdyqqrZ5UkYCceiVyemeBZNI1W7vrLxTrQN9eG8uonS0cTMSPlLGDfsAAUAMNqgAYrrKAKdze3EE2yLTLq5XGfMiaID/AMecH9Ki8O/8ivpf/XnD/wCgCtGs7w7/AMivpf8A15w/+gCgDRooooAKKKKACiiigAoqpf6pYaVD5uo3cNsnYyOBn6Dv+FcXq3xY06AmLRrWW+k6B3/dpn27n8hWtOjUqfCjOdWEPiZ39cP4l+JFto2rR2VjEt4Y3xdMG4Ud1U/3v0HT6YePiB4u/vaXaP8AWBcf+hn+VVb/AOFOq2z2q2NzHdiVtszEbBF78nkfr7V2UqFGEv3sl6HNUq1JL93FmpffFWe7m+zeGdJkmlb7rTKWP4Iv+NVh4W8aeKyH1+/NnbNz5Tt2/wCua8fng13vhzw7Z+G9MW1tBuc/NLMw+aRvX2HoK1qzeIhTdqMbeb1Zaoymr1ZfI5DSPhpoOmbXuYm1CYfxXB+XP+6OPzzXWRRRwRLHBGscajCoigAfgKfRXNOpOo7ydzeMIw0irBRRRWZYUUUUAFFFFAGFrfg3RdfDNe2ipOf+W8PyP+J7/jmuKm8D+J/C0zXPhTUWuIs5MQO1j9VPyt/P2r1KiuiniKkFbddmYzowm77PujzjTPilJbT/AGPxVp0ltMvDSRoRj/eQ8j8PyrutO1jT9XtvP028iuIwMko3K/UdR+NJqei6drMHlanZxXC9i4+Zfoeo/CvN/FHw2k0q3kv/AA5NPJGqnzbcn5wp64I6j1H861SoVnb4X+Bm3WpK/wAS/E9JsdZ07UoJZ7G8imihYpI6twpH9PfpWHq/xF8P6VuRbk3sw/gtRuH/AH10/WvKfDXhq+8S35tbUtHbgg3Ex+6g/qfQf/Xr1XSPhz4f0ra72xvZh/HcncP++en6VdSjQoytNt+REKtWqrxSXmcu/jjxZ4lcxeGdLMEROPNVd5H1dsKPyqW1+GWqarOLrxVq7sx6ojGR/pubgfgDXpiIsaBI1CKowFUYAFLWTxTjpSio/n95p9XUtajv+Rh6R4N0LRdrWdhG0o/5bTfO+fXJ6fhityiiuaUpSd5O5vGKirJBRRRUlBRRRQAUUUUAFFFFABRRRQAUUUUAZ2mf8hDWP+vxf/SeKijTP+QhrH/X4v8A6TxUUAHiL/kV9U/685v/AEA1o1neIv8AkV9U/wCvOb/0A1B4n8V6P4O0j+1PEVzJa2QcRtMtvJKFJ6btisVB6ZOBkgdSKANiioLG9t9R0+3vrKTzLe5iWaJ8EbkYAg4PI4I61PQAUUVz3izx14e8DW9vceKL2SyguGKRyi0mlQsBnaWRGAOOQDjODjoaAOhorkNX+KfhHQNLsdS1m/u7Oz1BA9tPLpl0FcHOBny+CQCQDgkYOMEGtG58aaNZ+HrXXLhr9bC7kWOJhplyXLM21cxiPeoY4AJUA5XGdwyAZ/xC8Ta54Y0hLzQ9Lt7mNXj+0XV1LiOFWljTaEU7nc7zjoo2kk9FPXVxnxJj1TVvCD6Zoeh3upS3ZikDxPBEsQSVHw4lkRgSFOAAeeuK3RqeqSNpbRaBPHHdSOt4Li5iV7FQrFWIRmD5YKMKxxuz2IoA5TwL4z1DxVe/6R4i8OCRLi5SXRbe2b7YkccrxqxY3BxnajZMeMNjuDXoNcLew654r1Xw/wDa/DU+iPpd6t9cXlxcwSqNqFWihMbs7by2MsqDaCSAcLXdUAFZ3h3/AJFfS/8Arzh/9AFS3OkabeTedeafa3EhGN8sCscfUiovDv8AyK+l/wDXnD/6AKANGiimTtKlvI1ugklCEojNtDNjgZ7c0ADTxJOkLSossgJSMsNzAdSB3xST3ENrC0tzKkMa9XkYKB+JrwLV9W1qTxM95fySw6jFJgAcGLHRVHYfz9811tl8Pte8R+Xe+KNUliVxuETkvIB6Y6J9P0r0JYSNNKU52X9bHHHEym2oROi1f4naFp25LRn1CUdoRhM/7x/pmudPiXxv4s+XQ7E2Vs3/AC1Rccf9dG/9lwa7LSPAnh/R9rQ2S3Ew/wCWtz+8b64PA/AV0QGBgVn7WjT/AIcbvu/8i/Z1Z/HK3oebaf8ACqW5m+0+JdVknlblkhJJP1duT+VdppPhnR9EA/s2wiicf8tSNzn/AIEea1aKyqV6lTST0NIUYQ2QUUUVgahRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBDbWdtZI6WlvHAruXYRqFBY9Scd6mooobuAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdpn/IQ1j/r8X/0nioo0z/kIax/1+L/6TxUUAHiL/kV9U/685v8A0A1wX7RH/JDta/66W/8A6PSu98Rf8ivqn/XnN/6AaxPiT4Mn8f8Agyfw9Dqcemx3MiNNM1qZyVRgwCjeuDuA5OeMjHOQAcPH4z1JdZ+HPgHRrt9NbVNFiu7u+jiR5EjW3YqqB1ZASYmySp7Vk6j8ZfEun/DHxPPFDFc6zoOsnSjfeT8hj3ECdkHAb5cY4XJXjtXeTfDJy3hXUrXVoYfEHhq2+ywXxsi0M8WwoVeLzAfuk4w4wSfXFc14t8HS+BvhXqdvomqyrqmtaok1/qclsGiZ5HyxlXkRwDvndgEg7smgCbQdZ8U/8L3k8MT+Kb3V9HttMS9kcW1quHYLhXZIQdpySACp5HJwc9x8Q/C0fjTwBq2hsAZLmAmBj/DKvzIf++gPwzXkvwvbxnoni/T7C11zwhr2i3kji+i8OQwgWwCEiV2hhQKcgKNxOc4A7j3+gD5r8N31z8TfgEngIBTrti8kJWYfPFHbrvjbHUZYxQ/8CJ7V1XwY8VHxt4K8OaLNIXn0WRjfj/Ygx9nBzzyXjYH1hau98KfD3TPCXijxHrdid02u3KzMmzAhGMlRzzly7duoGOM0/wAGeAdO8FX+v3WnNvfWr9rt8pt8pSOIxzyAxcjp97HbkA6qiiigCv8A2hZjUhpxu4PtxhM4tfMHmmMHbv2ZztyQM4xnirFefW2iadpPx7in0+1WKa/0K8nuZSSzyubm35LEk4HQDoo4AA4r0GgArO8O/wDIr6X/ANecP/oAqW5l1JZsWdpayx4+9LdNGc/QRt/OovDv/Ir6X/15w/8AoAoA0aKKKAM+40HTLrV4NTuLSN7yAYSQ/oSOhI7Z6VoUUU229xJJbBRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ2mf8hDWP+vxf/SeKijTP+QhrH/X4v/pPFRQAeIv+RX1T/rzm/wDQDWjWd4i/5FfVP+vOb/0A1o0AFFFFABRRRQAUUUUAFFcjqd5qeseO5fDmmatPo8Flp0d7PcWsUTyyPJI6In71HUKBGxPy5JK4Iwc3fA+t3ev+FIbrUwn22Kae0uGjXaryQyvEzAZOASmcds0AI3gXRH8RDXW/tM6irMVl/ti7wqlw5QJ5u0RllB2Y28AYwK6KvNvBuu31xqlvD4q8Ra5a6pNd3SR6ZeaXHbWsyrI4jVJTbKXPlhHwspJwT0BFek0AFZ3h3/kV9L/684f/AEAVLc6vptnN5N5qFrbyAZ2Szqpx9Cai8O/8ivpf/XnD/wCgCgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDO0z/AJCGsf8AX4v/AKTxUUaZ/wAhDWP+vxf/AEniooAPEX/Ir6p/15zf+gGtGs7xF/yK+qf9ec3/AKAa0aACiiigAooooAKKKKAOV1XRdZtPGLeIvDcdhdS3NitldWt9cPApCOzxyK6o/I3uCu3nIORjl+g6Dq3hrStH02xnsrmITzTatNMjI8jSl5GMIGQP3r9GJwvvXT0UAcbLo3ijxBe6OniSLSLO20u6S9ebT7mWV7qVAQoCPGvlKSxY/O5wNvOS1dlWCPG2gHWhpf21/PNybQSm2lFu04HMQn2+UX4I2hs7gVxkEVvUAFZ3h3/kV9L/AOvOH/0AVo1neHf+RX0v/rzh/wDQBQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaZ/yENY/wCvxf8A0nioo0z/AJCGsf8AX4v/AKTxUUAHiL/kV9U/685v/QDWjWd4i/5FfVP+vOb/ANANaNABRRRQAUUUUAFFFFABRRRQB47CyTfAjSrIYOotrUFv5acOLtdRDSDgfeG2RifQE5wc17FWcnh7RY9bfWY9IsE1SQYe+W2QTsMAYMmNx4AHXoK0aAKdzFqTTZs7u1ijx92W1aQ5+okX+VZehQ6ufDummG+sljNpFtVrN2IGwYBPmjJ98CugpFVUQKihVUYAAwAKAM/yNa/6CFh/4Av/APHqPI1r/oIWH/gC/wD8erRooAzvI1r/AKCFh/4Av/8AHqPI1r/oIWH/AIAv/wDHq0aKAM7yNa/6CFh/4Av/APHqPI1r/oIWH/gC/wD8erRooAxbGTWr23aX7bYJtmlix9ic/ckZM/63vtz+NWfI1r/oIWH/AIAv/wDHq0FVUGFUKMk4A7nk0tAGd5Gtf9BCw/8AAF//AI9R5Gtf9BCw/wDAF/8A49WjRQBneRrX/QQsP/AF/wD49R5Gtf8AQQsP/AF//j1aNFAGd5Gtf9BCw/8AAF//AI9VZJNafVJ7P7bYDyoY5d/2J+d7OMY83ts/Wtqk2qHLBRuIAJxyQP8A9ZoAz/I1r/oIWH/gC/8A8eo8jWv+ghYf+AL/APx6tGigDO8jWv8AoIWH/gC//wAeo8jWv+ghYf8AgC//AMerRooAzvI1r/oIWH/gC/8A8eo8jWv+ghYf+AL/APx6tGigDFeTWk1SCz+22B82GSXf9ifjYyDGPN77/wBKs+RrX/QQsP8AwBf/AOPVobVLhio3AEA45AP/AOoUtAGd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1aNFAGd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1aNFAGd5Gtf9BCw/wDAF/8A49Va+k1qyt1l+22D7poosfYnH35FTP8Are27P4VtUjKrjDKGGQcEdxyKAM/yNa/6CFh/4Av/APHqPI1r/oIWH/gC/wD8erRooAzvI1r/AKCFh/4Av/8AHqPI1r/oIWH/AIAv/wDHq0aKAM7yNa/6CFh/4Av/APHqPI1r/oIWH/gC/wD8erRooAxdRk1qw0u6vPtthJ9nheXZ9icbtqk4z5vHSrPka1/0ELD/AMAX/wDj1aDKroVdQysMEEZBFLQBneRrX/QQsP8AwBf/AOPUeRrX/QQsP/AF/wD49WjRQBneRrX/AEELD/wBf/49R5Gtf9BCw/8AAF//AI9WjRQBneRrX/QQsP8AwBf/AOPUeRrX/QQsP/AF/wD49WjRQBg+F7qa7bWJLnYZV1J4mMalVOxETIBJxnbnGTRVzSlVL/WAqhR9tBwB3MERNFAC+Iv+RX1T/rzm/wDQDWjWd4i/5FfVP+vOb/0A1o0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAR3Ey21tLO6yOsSFysaF2IAzgKMkn2HJrnvBvi6bxYuqm40e40h9Ovfs3kXUitKQYkkDMFyFOJB8uTjHXsOinmW3t5JpA5WNS7CNGdiAM8KoJJ9gCTXCeANREvifxWGsdVthf6n9rtnu9KubdJIhbwpndJGoB3Kw2kg8ZxigDoNb8QXdnrNno2iafFf6ndRSXBW4uDbwxQoVBZnCOclnUABTnnkYrLh8fNeaNYNZ6Uza1e30unf2dLPtSGeLd5u+UKcRgIxDBSWBT5QTgUH1aZfF2jeMZtE1mHTr7SZbKWE6fJJc2cnmrInmQxhnAYK4yAQCBkjcKy7fTNT0qXRvFV1pd2Yv7cvry5tIIDJcQQXKskbmJAWYj92WVQWG8k/dNAHc+GvEUutPqNnqNiun6npdx5F1bpN5ycqHR0fapZWVhyVUghhjjJ3K5TwhBcXOueIteltZ7W31O5iFqlzEYpXjiiVN7IwDLlt2AwzgA4GRXV0AFFFFAHL6R4zk1Xxxe6AdFu7KG2tftEd3d/IbjErRnbH1CZXhmxu6gYwTtaxqZ0nTHu0sbvUJAyoltZx75JGZgoAyQAMnlmIAGSSAK42HV45PjM9ythrAtn0pLAXDaPdLF5wuGJG8x7QuCDvzt966g+JIYodRlutO1WGOwuRbkiwklM+VU74kjDM6fNjcB1DelADPCPiM+J/B1hrs9qLA3URkeAy+YIsEgjfgZ6dcCs7wb44Hi/UtXgi017S2svJe2neUMbuGUMUl2gfKCF3Dk5DA8dK5zwppV34i+C8XhlGvNGu0jEV2NR0qdFaNpCzR7X8verplSUbgN1BxWl4Q0rxHZfEfxLPq81pJaSwWarJb6ZJbpMVRgPLLSuAF5DD5skj7uMEA72iiigArltV8aSad450nw8miXkkV/MYX1GQiOFH8l5QqZ5kOEOcAKM/ezxXU15/441VI/GnhXZYavcLpmoPPdyWukXU6IjWsqAh0jKt8zqMKSRnnoaAO6u5ZYLKaW2t2upkQskCsFMjAcKCxAGfU1gaX4nvm8RXGieItMt7C7jsxfRPZ3bXUUsW7Y3JjjYMDjjbyGGCeQLt94jWxuruE6Tq0622n/AG7zbezLpLyw8lO5l+XOzHRh61yng2+n1K71HWry01BfEt/bfu7a70u7gt7KJMmO2WWSNVY7myzAgsxJAwAAAXND+IF1qtxoE1zo8FvpniMuNOmivvNn4jaVfOi8sBMojZ2u+1sD3Hb1454S0l7TX/Dl/pOn6xb665dfEQu9MeC12OhMxQsgiU+ase3yG+fGW38tXsdABRRRQBy3jXxo/hGG2aLRbzUfOljWSVMRw26vNHFl5D/FmUYRQScE8AEjqa4X4sXRbwidNt7LUru6murSZEs9OnuBsjuonclo0YLhVY4JBOOM10o1+OSfSkg0/U5Y9TLhZjZvGtttQtmYOFaPONoyOSQO9AGXonjR9a8aajoTaLeWEdpbLcRXF3hGuFMskW4R9VXMRILYJHO0AgmWLxFqup61dW+g6Ra3Gn2NyLW4vbu+aAtIMGQRIsT7wucEsUywI6DNYVlqyS/Gq8ulsNYW1m0iCxS4k0e6SIzJPMzDeYwoGHU7idpzwa5S98KRw22u6XD4buX8WT61LdaXrIsHYIkk4mSX7XjbGqZIZN6kkMApL8gHtlFFFABWP4n16Tw7okl9b6Xd6rPysVtaqMs20tlmPyxoApyzcDoMkgHYrH8VahFp/hy6MsN5MZ43hjSzspblyzI2MrErEDj7xGOnPIoAm8Oav/wkHhXStZ8j7P8A2jZQ3fk79/l+YgfbuwM4zjOBWT4i8U6n4dc3tzosL6LHcQwS3P27Fx+8dUDrCEIZdzqOZA3X5emaHgzWjpfwo0IS6RrMlxYWdnYXFoNOljmWTZGjEJIF3IpOSwyMK2CcVmePFi1S4mXStO8Qt4ns54zpqtb3D2JmUgpKd2bXaA2Sxw64OMOBQB0ereKNUTW7zTPDeiR6pLp1slxeNPeG3AL7ikUeI33yEIxIO0DKc/NxsaHrNp4h0Cx1jTixtb6BJ4t4wwVhnBHYjofeuTa7uPCfjrxFeXel6jew6vDbzWclhZyTh5Y4zG0TbA3lnhCGfCnceflNbngTRrnw94B0TSb/AGC6tLOOOcJjaHx8wGOMA5HFAG/RRRQBV1O+XTNLub57e5uRbxtJ5NrEZZZMD7qIOSx6AVleDvE0virR7i8uNNfTJbe+uLN7aSZZGVopChyV4zkdASPQnrWzeXUdjZy3MyzNHEu5hBC8rkeyICzH2AJrhfh1qRt9J8QCbTdXilGq6hfpFPpk8Jliknd02GRFDMwI+XOeeQKAOj8R6rrumxSS6HolrqEcEDTSvdah9mBxkhExG+W4Od2xRleTztqzeM0uNH0K50Cxe+utfjWaxtp5PICxmMSNJK2G2KqkA4DHLKADnIyvFF9o2vaTbJ4g0fxXFDc2AnjhtLa7O7zV+aGaO3LKXXCgpMNvzYGRvxi6loV1MngfVPHWivq0VnZT2up2sVj9pETyLGyO0EQYNgxYO1SoYggAAEAHpmmyahLYq+r21ta3RJ3RWtw06AZ4w7IhPH+yPxq1XI/DjTp9O0K/Bs5bCwuNSnuNNspUMbW9s2Cq+Wf9WC29gmBtDAEAgiuuoAztM/5CGsf9fi/+k8VFGmf8hDWP+vxf/SeKigA8Rf8AIr6p/wBec3/oBrRrO8Rf8ivqn/XnN/6Aa0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKq6nff2ZpVzffZproW8TSmGDbvcAZIXcQM/UigC1RXPeCPGenePfDEWu6PDdQ2ssjxhLpVV8qcHhWYfrXQ0AFFFV7+5ls7CW4t7Ke/kQZW2tigkk56Deyr78sOlAFiiuI+H/wAUtN+JAuJNB0jVYbW2OyW6u1hRA+AQuFlZiSDn7uPeu3oAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAztM/5CGsf9fi/wDpPFRRpn/IQ1j/AK/F/wDSeKigA8Rf8ivqn/XnN/6Aa0azvEX/ACK+qf8AXnN/6Aa0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKo65/yL2o/9esv/AKAavVV1Ox/tPSrmx+0zWouImiM0G3egIwSu4EZ+oNAHzR4d8V6p4Z/Zp0KHRJ3tLjVtcexa7jxvhRmYsVz0YgYB7ZJHOK7w694h8NfE/wAS+EPD1xdapH/wj7ajpsF/cPcvFcqAAokkJZlY87S2M9MCuo034P8Ah3T/AABL4Pln1C90xp/tELXEqCW2kzkNG6IuCDzznqR04qabwLDo9h4i1ezk1LWfEWo6e9v9sluI47lwEwkcbKipHyByF6gE5xQB45pl7rfiC48BwaZ4h1+/1q7vJj4ns11W5j+zxrKA3mRo6+RtG4KBtzgcGvpoDAAGePU5r5o0rwR46sbKz/4Rrx54tOpW6xCHSb3SbuG1ixgbGlkbySij0BBA4B4FfR19azXmnyW8N9PYyuABc2yoXQ56qHVl9uQetAHhv7J//Ima7/2EF/8ARYr3WC7guZbiOCQO9tIIpgP4G2q+P++XU/jXA+E/g9aeB7O4tPC3ivxDYwXLiSVP9Dk3MBjOXtyRx6V1fhfw1B4W0uWzgvr7UGmuHuZbm/lEksjueSSFA7ADjtQBs0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaZ/wAhDWP+vxf/AEnioo0z/kIax/1+L/6TxUUAHiL/AJFfVP8Arzm/9ANaNFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdpn/IQ1j/r8X/0niooooA//2Q==)
Figure 4: Length-Weight relationship for Sarotherodon
melanotheron.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADMTQAAJKSAAIAAAADMTQAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDg6MjEAMjAxNzowOTowNiAxNjowODoyMQAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA4OjIxLjEzODwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCAEMAYMDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoqhrsskHh3UZYXZJEtZWVlOCpCEgim/2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWd/Ydp/z2v8A/wAGNx/8XR/Ydp/z2v8A/wAGNx/8XQBo0Vnf2Haf89r/AP8ABjcf/F0f2Haf89r/AP8ABjcf/F0AaNFZ39h2n/Pa/wD/AAY3H/xdH9h2n/Pa/wD/AAY3H/xdAGjRWVp8ItNdvbaOWd4hbQSBZp3lwxaUEguSRkKPyrVoAKKKKAM7xF/yK+qf9ec3/oBrRrO8Rf8AIr6p/wBec3/oBrRoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAM6D/kaL7/rzt//AEOatGs6D/kaL7/rzt//AEOatGgAooooAzvEX/Ir6p/15zf+gGtGs7xF/wAivqn/AF5zf+gGtGgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAzoP+Rovv+vO3/8AQ5q0azoP+Rovv+vO3/8AQ5q0aACiiigDO8Rf8ivqn/XnN/6Aa0azvEX/ACK+qf8AXnN/6Aa0aACiiigAooooAbLLHBC8s0ixxxqWd3OAoHJJPYVz/hrxLe+KCL+z0g2+gyqWtb26mKTXQ/hkWDacRsOQWZWIwdgBBp/jvR7zxB8P9c0jTGVbu9sZYYdxwCxUgAntnpn3rlvCuk2TeNrDVPDOg3ug26adLFq8dzaPbedMzRmNW3qPPkUiUmUFhz947qAPSKKKyZlurLU7D/iY3E8dzcNG8UqRbQPKkcYKoD1Ud6ANaiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAM6D/AJGi+/687f8A9DmrRrOg/wCRovv+vO3/APQ5q0aACiiigDO8Rf8AIr6p/wBec3/oBrRrO8Rf8ivqn/XnN/6Aa0aACiiigAooooAKKCQoJYgAckntWLoniKTXJN8WiajbWLxmSC/uGg8q4XI2lVWVpBuB3Dci8dcHAoA2qztT/wCQho//AF+N/wCk8taNZ2p/8hDR/wDr8b/0nloA0az9a1uy0DTmvNRk2RjhVXlnPoo7mtCvHPibZ6xHr32nUHMti/y2rIMIg/ukdm9+/wCg6MPSVWpyt2Ma9R04XSPWtP1C11SxivLGVZoJRlWH8j6H2qzXlHwlN++p3YhuVWxjUGaBuSzHO0qO3Tk/h9PV6VekqVRwTuOjU9pBSsFFFFYGoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnQf8jRff9edv/6HNWjWdB/yNF9/152//oc1aNABRRRQBneIv+RX1T/rzm/9ANaNZ3iL/kV9U/685v8A0A1o0AFFFFABRRRQBX1CSzi025k1SSGOyWJjcPcMFjWPHzFieAMZzmuQ8IQ6NH4num8DXUEvh57QGeGyk32cVzv+XyduUVipfeqHjEZIBbLdvRQAViXdpNDrGkySahc3CtduBFIsYVf3EvI2oD7cmtus7U/+Qho//X43/pPLQBo1XvrC11OyktL+FZ4JBhkbv/gferFFNNp3QNX3PJ9o8B/FJQo8vTb7gDsqOf8A2Vh+Q969YrjPidof9qeGTewrmewJk46mM/eH8j+FX/Amuf274Vt5JG3XFv8AuJs9SQOD+Iwfrmuyt+9pRq9Vozlpfu6jp9N0dJRRRXEdQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnQf8jRff9edv/6HNWjWdB/yNF9/152//oc1aNABRRRQBneIv+RX1T/rzm/9ANaNZ3iL/kV9U/685v8A0A1o0AFFFFABRRRQAVjaf4p03VPE+p6FZNJJdaXHFJcOFHlgyFwFBzyRsOeMDpnIIFzWBqJ0i4GiCA35TEP2iQxoCT1LBHxgZI+U84yK8/8ABUOq2PxZ1qzudL0+zhj0ixWQW+oyXBUB7gqwLQoXZiWLE4PfLEnAB6bWdqf/ACENH/6/G/8ASeWtGsS7tJodY0mSTULm4VrtwIpFjCr+4l5G1Afbk0AbdFFFADZI0ljaORQyOCrKehB7V5Z4Wkfwd8R7rQ52ItbttkZPfvGfyO36mvVa88+Kuju9la67aArNaMEkZeoUn5T+Df8AoVdeGkm3TltL8+hzV00lUW6PQ6Ky/DWsJr3h60v1I3yJiUD+Fxww/P8AStSuWUXFtM6E1JXQUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ0H/ACNF9/152/8A6HNWjWdB/wAjRff9edv/AOhzVo0AFFFFAGd4i/5FfVP+vOb/ANANaNZ3iL/kV9U/685v/QDWjQAUUUUAFFFFABRUV1cx2dpLczBzHEhdhHG0jEAdFVQWY+gAJJ4AJrI0TxQmr6peaZcaZf6VqFpHHM9teiIlo5CwV1aJ3UjKMOuQRyKANys7U/8AkIaP/wBfjf8ApPLWjWdqf/IQ0f8A6/G/9J5aANGiiigAqvf2UOo6fPZ3K7op4zGw9iKsUU07O6Bq55h8OL2bQ/EmoeGL84Jdmjz03r1x9Vwfwr0+vMviXYTaTrmn+JtPG1w6rIR/fXlSfqAR+Feiabfw6pplvfWxzFcRh19s9vqOldeJXOo1l139TmoPlbpvp+RZooorjOkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDOg/wCRovv+vO3/APQ5q0azoP8AkaL7/rzt/wD0OatGgAooooAzvEX/ACK+qf8AXnN/6Aa0azvEX/Ir6p/15zf+gGtGgAooooAKKKKAIby8tdPs5bu/uYbW2hXdJNO4REHqWPAFcR4NkluPHOs3mmeI18SaLdW0Ttd7Ym8mdWYCFJYlVWULklOqEgnmQlu9ooAKxLu0mh1jSZJNQubhWu3AikWMKv7iXkbUB9uTW3Wdqf8AyENH/wCvxv8A0nloA0aKKKACiiigDN8Q6Qmu6Bd6fJgGVPkY/wALjlT+YFcZ8K9XkWK80C8ys1q5kjVuoGcOv4Nz/wACNei15X4wik8I/EKz8QWykW9y26QL3PSQfiDn6k+ldmH/AHkZUX11Xqctb3JKqumj9D1SimRSpPCk0LB45FDKw6EHkGn1xnUFFFFABRRRQAUUUUAFFFFABRRRQAUyWWOCF5pnCRxqWdmOAoHJJrJ1zxXpHh5D/aF0POxkQR/NIfw7fU4FcJceLfFHjKV7TwzZPaWp+V5R1x/tOeF+g5+tdFPDzn72y7sxnWjDTd9ir4i+JV9c61G+hSGCztnyoI/1/uw/u+g/Hr09E8MeJrXxPpn2i3/dzR4WeEnmNv6g9jXnsnwm1WM2gjvYJfMbFwQCBCPUZ+9+nP5hfI8SfDO6eSFVvtKkfLkD5T257o36fWu6pToVIKFJq/Q5ITrQk5VFoet0Vh+HPF2l+JYc2cvl3AGXtpOHX6eo9x+lbleXKMoO0lZnfGSkroKKKKkoKKKKACiiigAooooAKKKKACiiigDOg/5Gi+/687f/ANDmrRrOg/5Gi+/687f/ANDmrRoAKKKKAM7xF/yK+qf9ec3/AKAa0azvEX/Ir6p/15zf+gGtGgAooooAKKKKAIbu6isrSS5n3bI1yQilmb0CqOWJPAA5JIArH0fxXHqetz6Pd6VqGkajFALkW98sR8yItt3q8TuhAPBG7IyOOa1dR1Gz0nTp7/U7mK1tLdC8s0rBVQepNct4Y8Q+HfEXiOXUrLWdOvtSnt/LgtbS6SZ7a2U5y4UnaWYgsTgfcXkrkgHZVnan/wAhDR/+vxv/AEnlrRrEu479dY0k3dzbSwm7fakduyMD5EuMsXOePYUAbdFFFABRRRQAVz/jfQ/7e8LXNvGu64iHnQeu5e34jI/Gugpk0jRW8kiRtKyKWEa4yxA6DPc1cJOMlJdCZRUotM4j4ZeIorzw8unXc6Lc2j+VGrsAXQglQPUjDDHoK7qvnG+nc61c3UcLWUhnaQRKSDCd2cDuCK7ew8deNL2xiSw0lbvA2m5W2dtxHckHbmvRxGDblzxe5w0cSkuWXQ9XorzDf8TtQ+6v2VD7RJj8/mo/4Qrxxf8AN/4g8tT1X7VIf0AxXN9WivimvzN/bt/DBnfa3rlloGmveahJtUcIg+9I390D1rhfD3xQe41qSHXVjhtJ3/cuo4g9Ax7j37H26NHwhllDPda4XlI4xATz7ktWVofwy1G81OeHWN1nbQHaZEwTKe2zPb3/AA65x0U6eFUJXlf+uhjOeIclaNv66nrEeqafKMxX1s/+7Mp/rVhJEkGUdW+hzXnj/B+wP+r1S5X/AHkU/wCFV3+Dqg5h1xlI6brXP/s9c/s8O/8Al5+Bt7St/J+J6bVbUNQtdLsZby+lWGCIZZj/ACHqfavOf+FV6rD/AMe3iDH/AAFl/k1YHirwr4g0Szjl1G9e/s933lkdljbtkHpn1q4YelOSSqfgTOvUjFtwPR5PiH4dj0lL83md44t1GZc+hXt9Sce9cnP4u8U+MZ2tfC9m9pbZw0yn5gPeQ8L9Bz9awPA/hibX9ajmkt0ewt3BnaUHa3+yMEZP8u/ofboIIbWBYbaJIYkGFSNQoA9gKuqqOGlaKu/PoRTdSurt2Xl1OF0P4W2du4uvEE51C4J3GMEiPPuerfp9K7qCCG1gWG2iSGJBhUjUKAPYCpKK46lWdR3kzqhTjTVooKR0WRGSRQysMFWGQRS0VkaHn3iP4aq839o+FZTZXaHeIQ21Sf8AZP8ACf0+lV9D+It3pl3/AGX4zt5IZUO37RswR/vL3HuP/r16TWXrnh3TfENp5GpW4cgfJKvDx/Q/06V1xrqS5Kyuu/VHNKi4vmpOz/A0Le4hu7dJ7aVJonGVdGyGHsakryC+g134Y6hG9lepc2Fwx2xOeHx1ymeD05Ht9KXw78Sr+21qR9ckM9ncvlgo/wBR7qP7vqPx69beDk1zU3dErExT5ZqzPXqKZFLHPCk0Lh45FDIynIYHkEU+uE6wooooAKKKKACiiigAooooAzoP+Rovv+vO3/8AQ5q0azoP+Rovv+vO3/8AQ5q0aACiiigDO8Rf8ivqn/XnN/6Aa0azvEX/ACK+qf8AXnN/6Aa0aACiiigAooooAKKCcAk549Bmsbw14ns/FNreT2Fve262l29o63tuYHLKFOdjfMAQwxuAPsKANms7U/8AkIaP/wBfjf8ApPLWjWdqf/IQ0f8A6/G/9J5aANGiiigAooooAKKKKAOY17wHpev6rBfz7oXVv34j489R0B9D7+n4Y6SCCK2gSC3jWOKNQqIowFA7Cn0VcqkpJRb0RKhGLbS3CiiioKCiiigAooooAKZPBFcwPDcRrJFIpV0YZDA9jT6KAK9jYWumWUdpYQrBBGMKi9v8frViiim227sEraIKKKKQBRRRQAUUUUAZ+t6JZ6/pj2V/HuRuVcfejbswPrXCeHfhe9vrUk2utHNawP8AuUU8T+hYdh7evt19LoreFepTi4xejMp0YTkpNbAAFACgADgAUUUVgahRRRQAUUUUAFFFFABRRRQBnQf8jRff9edv/wChzVo1nQf8jRff9edv/wChzVo0AFFFFAGd4i/5FfVP+vOb/wBANaNZ3iL/AJFfVP8Arzm/9ANaNABRRRQAUUUUAFcN8ONd0nV7/wAWLpWp2l6RrTy/6POsmUaKIK4weVJBAPTII7Gu5ooAKxLuO/XWNJN3c20sJu32pHbsjA+RLjLFznj2FbdZ2p/8hDR/+vxv/SeWgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDOg/5Gi+/687f/ANDmrRrOg/5Gi+/687f/ANDmrRoAKKKKAM7xF/yK+qf9ec3/AKAa0azvEX/Ir6p/15zf+gGtGgAooooAKKKKAIbu7t7CynvL2ZILa3jaWWWQ4VEUZZiewABNZGieKrfWbtbV7C+02eWD7VbxX0ao1xBkDzFCs2MFlBVtrruXcoyKr/EXSrvW/hr4g03TUMl3c2EqQxjq7bThR7np+NZlpqll4q8f6HfaDLHc22m6fdfbJIjkW7ymEJA391/kYlDgrsGQMigDuKztT/5CGj/9fjf+k8taNYGpxar/AGjpeb2z5u28v/RH+U+TL1/e88ZHbkg9sEA36KzvI1r/AKCFh/4Av/8AHqPI1r/oIWH/AIAv/wDHqANGis7yNa/6CFh/4Av/APHqPI1r/oIWH/gC/wD8eoA0aKxbWTWrm4vIvttgv2WYRZ+xOd2Y0fP+t4+/j8Ks+RrX/QQsP/AF/wD49QBo0VneRrX/AEELD/wBf/49R5Gtf9BCw/8AAF//AI9QBo0VneRrX/QQsP8AwBf/AOPVW06TWr/S7W8+22Ef2iFJdn2Jzt3KDjPm89aANqis7yNa/wCghYf+AL//AB6jyNa/6CFh/wCAL/8Ax6gDRorO8jWv+ghYf+AL/wDx6q11JrVtcWcX22wb7VMYs/YnG3Ebvn/W8/cx+NAG1RWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWLaya1c3F5F9tsF+yzCLP2JzuzGj5/1vH38fhVnyNa/wCghYf+AL//AB6gDRorO8jWv+ghYf8AgC//AMeo8jWv+ghYf+AL/wDx6gDRorO8jWv+ghYf+AL/APx6q2nSa1f6Xa3n22wj+0QpLs+xOdu5QcZ83nrQBtUVneRrX/QQsP8AwBf/AOPUeRrX/QQsP/AF/wD49QBo0VneRrX/AEELD/wBf/49UZm1O0v7KO7uLSeK5mMREVs0bLiN3zkyN/cxjHegDVooooAKKKKACiiigAooooAzoP8AkaL7/rzt/wD0OatGs6D/AJGi+/687f8A9DmrRoAKKKKAM7xF/wAivqn/AF5zf+gGtGs7xF/yK+qf9ec3/oBrRoAKKKKACiiigAooooAKQqrFSyglTkEjoen9aWigAoorG8XSanD4Q1SbQ72KxvYrWSSO4lt/OCYUnIXcBnjjOQD1DDggGzRVDQbma98OabdXL75p7SKSRsAbmZAScDjqav0AIFVSxVQCxySB1PT+lLRRQAUVxnjf/hJdP0q71rRNaeO4tnjFppS28TwXRLqojkLL5m92YrlXUDK8cEt2dABSKqogVFCqowABgAUtFABRTX3+W3lFQ+Dt3dM9s1xfhzWJ5viBf6VH4ttteggtC11bEwCWyuRJt2osYDbMFgQ+4qVUbiSaAO2pCqsVLKCVOQSOh6f1paKACiiqWq6iNMsTMsRuJ3YR29upw00h+6o9PUnoACTwDQBdorlvh1q+p634RN3rk8c96t/eQu8SBFxHcSIoAHYBQBnnjkk811NACBVUsVUAsckgdT0/pS0UUAFFcT4w1i/sddt47m81fQtDCKjatYQW8yGdycLL5iSNGgAHz7AuX5YYGe1UFUALFiBgscZPvxQAtIqqiBUUKqjAAGABS0UAFFMmlSCB5pmCxxqWZj2AGSa868H+OX8WeIbW5u9Zm0yC+V5NK0hbEql3EoJLPcSRlZJMFX2QsuzBDbsNgA9IpCqsVLKCVOQSOh6f1paKACiiigAooooAKKKKACiiigDOg/5Gi+/687f/ANDmrRrOg/5Gi+/687f/ANDmrRoAKKKKAM7xF/yK+qf9ec3/AKAa0azvEX/Ir6p/15zf+gGtGgAooooAKKKKACiiigAooooAKy/Ettf3vhq/s9Jitpbu5gaFFuZmijG4bSSyo54BJxt5xjjrWpRQBleGLXULHwvp9nrMdtHeW0CQyC1maWM7RtBDMqnkAHGOM4yep1aKKACiiigDldRj8WyeIjcW2k6Ld2Nv/wAeaz6rLCwYjDSMotnG7BwMHgE9c8dPCJRBGLhkaUKN7IpClsckAk4Gfc0+igAooooAZOZVt5DbIkkwUmNJHKKzY4BYAkDPfBx6GubsdCv77xZbeI/EFjp9je2VrLaQrY3L3BkSRkYl3aOPgFDhdpxuJzziunooAKKKKACszWPD1jrpga/a9RrcsY2s7+e1YbsA5MTqT075rTooA5b4f+EX8HaDPZTzvNLNe3E5Ju5Z1CPM7JjzDwdrDdgctkkk8nqaKKACiiigDnfENlretxXmiraabHo99A1vNePdu04R1w4EHlbScEgEyYGQxBxtPQqoRAqjCqMAUtFABRRRQBDeWsV9Yz2lwCYriNonAODtYYP6GuL0jwjrYPh2y12Swaz8Mvvtbq2kYzXm2J4Y98ZQCL5HywVnywHQV3VFABRRRQAUUUUAFFFFABRRRQAUUUUAZ0H/ACNF9/152/8A6HNWjWdB/wAjRff9edv/AOhzVo0AFFFFAGd4i/5FfVP+vOb/ANANaNZ3iL/kV9U/685v/QDWjQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHjvjXxj4k8EfFjRpZtVkuPCt7craXNtLDF+5kkGVIcKGwM5Az/Ac5zTviZ401+w+JfhPRfD+rSWNhe362V8YoY3ZmJjYgF1bGEkXp/eq/8AEbw//wAJ14e8U6PbWd8t5GkVzYyvaSIkksQ6I7KAc8r153ZGa5bxXoHiBNS+GL3GnajqV3pNyt5rVxb2jyBHdo2Y5UYYja3C5Py9OlAHquqeO9B0C9msdRvXMllFHJeSiMstsrsFRpWAwuT/AI8CqeufFPwz4e1q50rUpboXdtai7KQ2ry74upZdoOQBkk9gCa8+8YeDtcm1Tx7DY6fc3n/CW29kNPlETbEZWCushx+72j5vmxx0yeKZrPhvVrTx5rGzTNQvIB4O/suO6jtJHWW4C/dBA5z69O2aAO4174oWdlfeErfR7afUI/Esu6GeNPl8kLlsAkHfyoxjufTB5yz+Kf8AwjvxD8aWni3U7mTSdOlthaotoHNssi5YsY1yFyVGWPcDqaxIfDniK00f4S6hHoN/ctobyQ31sse2WEuAASrYwvB+bp78iq3ivw/rd5dfFQW2ialL/bAtFsNlnIROYyA+07cYGOvfqM0Aeyal420bTLh4ZZZZ2itPt032aJpfKg7SNjscHGM9DW+CGUEdCM14l4z8Jajq2n6Xqeh2er6b4ksNLgis7y3iLJdtt+a2mQ/cAPO5wF5IJOMV7RZi4FjAL0obkRr5pjGFL4+bHtnNAE1FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdB/yNF9/152//oc1aNZ0H/I0X3/Xnb/+hzVo0AFFFFAGd4i/5FfVP+vOb/0A1o1neIv+RX1T/rzm/wDQDWjQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ0H/I0X3/Xnb/+hzVo1nQf8jRff9edv/6HNWjQAUUUUAf/2Q==)
Figure 5: Condition factor for Tilapia guineensis.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADMjgAAJKSAAIAAAADMjgAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDg6MzEAMjAxNzowOTowNiAxNjowODozMQAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA4OjMxLjI3ODwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCAD9Ac4DASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoorItpdXvklmhurKGMTyxKj2juQEkZOT5gznbnoOtAGvRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRWd5Gtf9BCw/wDAF/8A49R5Gtf9BCw/8AX/APj1AGjRWd5Gtf8AQQsP/AF//j1Hka1/0ELD/wAAX/8Aj1AGjRVPSrma7sPMudhlWaWJjGpVTskZMgEnGduepq5QAUUUUAFZ2h/8g+X/AK/Lr/0okrRrO0P/AJB8v/X5df8ApRJQBo0UUUAFFFFABRRRQAUUUUAFFZetaff33lfZNeuNHgiV2me1hhaRzxt+aVHVVA3ZG3JJX5gAQ1DwBrF9r3gXTdR1VkkupVdWmRNi3CrIyJMF6AOqq+Bx83HFAHR0V5tpevXi+LbiDxP4j13TGfWpbawtJdLSKyuI9x8pBcNbYJcAgYl3NwByRXpNABRVW71OwsHVb69trZmGVE0qoSPbJqyjrJGrxsHRgCrKcgg9waAFooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAztD/wCQfL/1+XX/AKUSVo1naH/yD5f+vy6/9KJK0aACiiigArO0P/kHy/8AX5df+lElaNZ2h/8AIPl/6/Lr/wBKJKANGiiigAooooAKKKKACiiigDk/Hmj+IdetbTTtGSxl0uV2/tWC5vZLZ7mLHEKukT4Vifn4BKjaMbia0Yx4iXTNPS3stHsZUuUS5t1uJJoktRkERMI0+fGMAqFFbdFAHG6zovibxOiaVq0Ok2mmJfx3LXlrdSyTyxwzCSNRE0YEbNsQFvMbHzYBzx2VFFABWd4d/wCRX0v/AK84f/QBWjWd4d/5FfS/+vOH/wBAFAGjXM+MvGEHhiyEcQEt/MuYYj0UdNze3866asXxP4Ys/E2nGC4Hlzpkwzgcxn+oPcVrScFNe02M6nNyvk3OE8GfEWeK8Nl4iuDLFO+UuX6xsT0P+z/L6dPVa8osPhLeT2Mzahera3IciJUG9SB3J469vT9Kd53jzwX/AK1Tqdinc5mUD6/eX8eK7a1KlVl+6kr9v8jlpVKlOP7xOx6rRXEaL8UtH1DbHqSvp0x4y/zRk/7w6fiBXZwXEN1Cs1tKk0Tcq8bBlP0IrhnSnTdpqx1wqRmrxZJRRRWZYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaH/wAg+X/r8uv/AEokrRrO0P8A5B8v/X5df+lElaNABRRRQAVnaH/yD5f+vy6/9KJK0aztD/5B8v8A1+XX/pRJQBo0UUUAFFFFABRRRQAUUUUAFFFFABRXAeLbR9I17RLnSdV1WTW9R1iMJbPfStDJb5/fqbfPlBEhLHdtBBCnJY5Pf0AFZ3h3/kV9L/684f8A0AVPd6hDZuqzJcsWGR5NtJKPxKKcVB4d/wCRX0v/AK84f/QBQBo0UUUAFFFFAGDrXgvQ9d3Pd2axzt/y3g+R8+pxwfxBrjJ/AHiPw5M1z4T1RpVzkxbtjH6g/K34/lXqNFdEMRUgrXuuzMZ0ISd7WfkeZ2PxN1DS7gWnizSpEcdZI02P9dp4P1BFdxpHiXSNdQHTb6OV8ZMRO1x/wE81cvtPs9StzBqFtFcxH+GVA2Pp6V5h458Aw6Rarqfh+GYRoxM6CTd5Q7MO+PXnitoqhXdrcr/AyftaSvfmX4nplnqthqFxcQWV1HNLbNsmRDkof8/1q3XztoV7qdhrEM2ieY15nCpGpYyDupXuK7r/AIWbr2nHGteHtuOvyvD/AOhA1VXAyi7QdyaeLi1eWh6fRXAWvxd0mTAvLG7gPqm1wP1B/Stq1+IXhm6wBqSxMf4Zo2TH4kY/WuaWHrR3izdV6ctpHS0VTtdX02+x9iv7W4J7RTKx/Q1crFprc1TT2Ciqkmq2EOqRadLdRreSqXSEn5mA/wA/ofSrdDTW4JphRRRSGFFFFABRRRQAUUUUAFFYup+MNB0nIvNSh8wf8s4j5jfkucfjXJX3xaSSTydB0qW4kbhWmOM/8BXJP5it4YerPZGMq1OG7Om8T+MtP8MeUk6tcXEhB8iMjcqZ5Y+nt6/rWxp+oWuqWMV5YyrLBKMqw/kfQ+1eB6zp+uI/9pa7a3MbXTk+bMpBY+mO3sPbjpW14e1rV/AlyX1HTbr7FdKD5b5QZ/vAkYzjt+dds8FH2a5HeX5nLHFPnfMrL8j2uisDRPGuh67tS1uxFO3/ACwn+R8+g7H8Ca3682UJQdpKx3RkpK8WFFFFSUFFFFABRRRQAUUUUAZ2h/8AIPl/6/Lr/wBKJK0aztD/AOQfL/1+XX/pRJWjQAUUUUAFZ2h/8g+X/r8uv/SiStGs7Q/+QfL/ANfl1/6USUAaNFFFABRRRQAUUUUAFFFFABRRRQBxkHhLxHbeMNQ16PX9Lnku2EcYutIkkktbYHIgjYXKgDjLHb8zYJzhQOzoooAKzvDv/Ir6X/15w/8AoArRrO8O/wDIr6X/ANecP/oAoA0aKKKACiiigAooooAKCAwIIBB4INFFAGPpPhbSdEvrm70+2Ectwckk5CD+6voM84/+tWx160UVUpOTvJiUVFWRn3WgaRfZ+16ZaTE/xNCpP54zWLdfDbwzc5K2LQMe8MrD9CSP0rqqKqNWpH4ZMl04S3R53dfB/Tnz9i1O5h/66osn8ttUZfh/4r0mJpNG11pAgyI0meJm9gOR+Zr1Kit1i6y3d/UyeGp9FY+b7m5vW1F7i7mm+2q+WkdjvDD36gjH4V3kHjXxvY28f2zQ3uECj97JaSAsPUkcfpXeXHhTSLrX4tYmtQ11GP8AgLHsxHcjsf8AAY2K3q4unNJclzGnhpxb96x5jH8XZoW2X+hlW77Zip/Ir/WtG3+LmiyYFxZ3sJ9QqsP/AELP6V3ckUcq7ZUV19GGRWdceG9Eus+fpFk5P8XkLn88ZrD2mHe8LejNeSstpX+RkW/xI8MT43X7Qk9pIXH6gEVqW/irQLnHk6xZEnoGmVT+RrPuPh34YuMk6YIz6xyuv6ZxWXcfCXQpQTBcXsDdsOrAfgVz+tFsM+rQXxC6JmjrXxA0fRtRt7Qv9pMh/fPAwYQqehOOp9h2/DLdS+JHhzTwQl015J/ctk3fqcD9a8o17wzf+H9WFhPG0vmH9xJGpImGeMe/tXo/g/4d2lhZC51+1iubyXDCKQblhHpjoT6/p79NShh6cFJtv9TGFWvOTilb9DLl+JOu6zIYfDOiH03lWlYe/GAPxzTf+EQ8beI+de1T7LC3WJpM/wDjifL+Zr0+KKOCMRwxrGi9FQYA/CnVz/WVH+HFL8Wbewcv4km/wOI0z4VaHZ4a+ee/cdQ7bE/Jef1rrbHS7DTI/L0+zgtl7+VGFz9fWrVFYTq1KnxO5rGnCHwoZLDFOgSeNJFBDBXUEZByDz6GiaGK4haK4jSWNhhkdQwP1Bp9FZXNDiNb+F2j6jul01m06c84T5oyf909PwI+lYGfHXgjrnUrBPrKgH/oS/yr1aiuqOJmlyz95eZzyw8b3jo/I4rRPiho2pbY9RDadOeP3h3Rk/7w6fiBXZRTRzxLLBIksbDKujAgj2IrC1vwRoeu7nubQQzt/wAt4PkbPqex/EGuMl8FeKvCsrXHhfUGuYc5MSnax+qH5W/n7VXJQq/A+V9nt95PNVp/Erry/wAj1OivJp/inrENhNZ3GnJb6kp2+cQRs9cxkdfxx7V2Xg3xlb+JrTyptsOoRL+9i7OP7y+3t2qKmFq048zWhcMRTnLlTOnooormNwooooAztD/5B8v/AF+XX/pRJWjWdof/ACD5f+vy6/8ASiStGgAooooAKztD/wCQfL/1+XX/AKUSVo1naH/yD5f+vy6/9KJKANGiiigAooooAKKKKACiiigAorhvjDpCap8MNbkmu7yJLKwuLgQ28xjSdhE20SY5ZQTnbnaSBkHFdhpv/IKtP+uCf+gigCzRXlJ0OLwTr9xrniHwnoWoWt7rxlXWY3D3lmJ5QsTFHhHCuyAlZCRuyAcYr1agArO8O/8AIr6X/wBecP8A6AKnu7ua3dRDp9zdAjJaFowF9jvdag8O/wDIr6X/ANecP/oAoA0aKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAGSQxSvG8sSO0bbkLKCVOMZHocGn0UUAFFFFABRRRQAUUUUAFFFFABRRRQB51498BNePJq+hxFrhjuuLdRzJ/tKPX1Hf69dDwJ4HXQo11HU1Dai6/KvUQA9v971P4fXtaK6Xiajp+zvoYKhBT5wooormNwooooAztD/5B8v8A1+XX/pRJWjWdof8AyD5f+vy6/wDSiStGgAooooAKytJmW30e5mkDlY7q7dhGjOxAnkPCqCSfYAk1q1naH/yD5f8Ar8uv/SiSgDE0L4neFPEuuS6Pot7d3N/CxSeH+zLpPIIyCJC0YCcgj5iOeOtdZXgnwS/5Lp8Tv+whN/6UyV6V8UfG7eBPAOpaxZpFPfQLGsMLnIDSNtVmA528MffaRQB2NFeT2HjPxB4e+Inh7w7rWovrsHiDSTdK728cUkFwqM5VfLVR5ZC4AIZgSOTXCah8TfHV38PtP8VWOuTQX+oeITpn9iWtrbkRJtY7FMkTP5mVHLEj5xxQB9FajqFvpWmz396ZBb26F5DFC8rBR1IVAWP4A1zOl/FTwjreiX2saTf3V5p+n4+0zxaZdME7/wDPPJwOTjOBycCurtongtIoZZ5Ll40CtNKFDyEDBZgoC5PU4AHoBXz94X1GH4Q/G3xX4bu1K6RqsDajp8Q6M4BZY0X1P7yMDqSijnigD2Hwx8QPDnjKzurvw1eXF/b2mRLKtjOq5AyVBZBubBB2rk8jjkVpaFr9h4j0832lG4a3EjR7ri0ltyWXrhZFUkZ4yBjII6g18/8Aw/v9Q+FHxD8UeC7vyjNqNvHdaWijbE904AREHOFJfb34ir6H0rT49J0i00+F3dLaFYg7nLPgY3Me5PUn1NAFDxV4bHivRJtKm1W+0+1uY3iuFsxDmZGGCpMkb447rg+9JH4ckGm6faTa9q0psblLgTiSOJ5gucRSeWiq0fPIwCcDmtuigDmZPBSXd4jarrmralYxXX2uLTrl4fJRw+9OVjEjKjYwruw4Gc4FdNRRQAVneHf+RX0v/rzh/wDQBWjWd4d/5FfS/wDrzh/9AFAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaH/yD5f8Ar8uv/SiStGs7Q/8AkHy/9fl1/wClElaNABRRRQAVlaSJW0e5Fs6RzG6uxG8iF1VvPkwSoIJGe2Rn1FatZ2h/8g+X/r8uv/SiSgDz3wt8KPEPhHxZrniDTvFmmy3euStLcpcaI5jVmcudgFyCOWPUniti4+G0uv6N4hsfG2tDVm1vylD21p9mFoseTGsYLv0YluSc5Oc5Nd3RQBwek/DqW08UWPiXxFq41e+0jT/sVgsFn5CxrggyMu9i8hBIyCo5+7Xhunf8JvbXMniDTPGPhN9WJkm+yXllANZlOT+6eMQtLvPQIHOOADgCvq6igCnpE17c6JYz6rAttfS28b3MKHIjkKgsoPoDkVz3iT4eaX4m8beHfEt6cXGhu7LHsBE+RlAT22P8w9811tFAHK6t4A07V/iPonjCdsXekwSwrHsyJd33CTnjbucgYPLdsc9VRRQAUUUUAQPf2kV/FYyXUCXcyM8Vu0gEkirjcyr1IGRkjpkVPXn2oaLp+nfHHw9f2dsqXeo2eoyXU5Ys8pVbVVGSThQOijAGSQMk59BoAKzvDv8AyK+l/wDXnD/6AKnu5L9HX7DbW0y4+YzXDRkH2ARs1B4d/wCRX0v/AK84f/QBQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ2h/8g+X/r8uv/SiStGs7Q/+QfL/ANfl1/6USVo0AFFFFABWdof/ACD5f+vy6/8ASiStGs7Q/wDkHy/9fl1/6USUAaNFFFABRRRQAUUUUAFFFFABRRRQBz174G0TUNej1m6/tI30RbypE1e7QRBtu4KiyhVU7VyoABwMg10NFFABWd4d/wCRX0v/AK84f/QBWjWd4d/5FfS/+vOH/wBAFAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaH/wAg+X/r8uv/AEokrRrO0P8A5B8v/X5df+lElaNABRRRQAVnaH/yD5f+vy6/9KJK0aztD/5B8v8A1+XX/pRJQBo0UUUAFFFFABRRRQAUUUUAZusa/p2hJCdRll33DFIYbe3kuJZSBk7Y41Z2wOSQOB1qbSdWsdc0yLUNKuFuLaXO1wCpBBwVZSAVYEEFSAQQQQCK5jUGEXxs0NrkhY5tEvYrct/FL51uzAe+xSfoD70zwLe2Vrba3cyXUEFpf+JLpLJpJAqzOWCsqZxkmRJOBnJyeetAGvbeNdGvNWl060/tGeaK5a0keLSrpoUlU4ZTMI/LGD1O7A9a36841e3m8Fomt+GvENxdQalr0Zl0mVYJYblriYRypGyoJAy5LD5yB5ZyCM16PQAVneHf+RX0v/rzh/8AQBU93Hfu6/Ybm2hXHzCa3aQk+xDrioPDv/Ir6X/15w/+gCgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAztD/5B8v8A1+XX/pRJWjWdof8AyD5f+vy6/wDSiStGgAooooAKztD/AOQfL/1+XX/pRJWjWdof/IPl/wCvy6/9KJKANGiiigAooooAKKKKACiiigCnqmj6ZrloLTWtOtNRtgwcQ3cCyoGHQ7WBGeTz70p0nTTa2lqdPtTb2LI1rF5K7LcoMIUGMKVHAxjHardFAGVa+F/D9lq8mrWWhabb6jKzNJeRWkaTOWOWJcDcSSeeea1aKKACs7w7/wAivpf/AF5w/wDoArRrO8O/8ivpf/XnD/6AKANGiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDO0P/kHy/wDX5df+lElaNZ2h/wDIPl/6/Lr/ANKJK0aACiiigArO0P8A5B8v/X5df+lElaNZ2h/8g+X/AK/Lr/0okoA0aKKKACiiigAooooAKKKKACiiigDBuPGugWurnTp711mWdbd5RbSmCOZgCsbzhfLRzuX5WYH5l45Gd6vHLhlf4G+LLFnUak2sX1tszhxdyXjGEcc7jviYEdipHrXsdABWd4d/5FfS/wDrzh/9AFT3cd+7r9hubaFcfMJrdpCT7EOuKydCh1c+HdNMN9ZLGbSLarWbsQNgwCfNGT74FAHQUVneRrX/AEELD/wBf/49R5Gtf9BCw/8AAF//AI9QBo0VneRrX/QQsP8AwBf/AOPUeRrX/QQsP/AF/wD49QBo0VneRrX/AEELD/wBf/49Va1k1q5uLyL7bYL9lmEWfsTndmNHz/rePv4/CgDaorO8jWv+ghYf+AL/APx6jyNa/wCghYf+AL//AB6gDRorO8jWv+ghYf8AgC//AMeo8jWv+ghYf+AL/wDx6gDRorO8jWv+ghYf+AL/APx6qySa0+qT2f22wHlQxy7/ALE/O9nGMeb22frQBtUVneRrX/QQsP8AwBf/AOPUeRrX/QQsP/AF/wD49QBo0VneRrX/AEELD/wBf/49R5Gtf9BCw/8AAF//AI9QBo0VneRrX/QQsP8AwBf/AOPVWeTWk1SCz+22B82GSXf9ifjYyDGPN77/ANKANqis7yNa/wCghYf+AL//AB6jyNa/6CFh/wCAL/8Ax6gDRorO8jWv+ghYf+AL/wDx6jyNa/6CFh/4Av8A/HqANGis7yNa/wCghYf+AL//AB6q19JrVlbrL9tsH3TRRY+xOPvyKmf9b23Z/CgDaorO8jWv+ghYf+AL/wDx6jyNa/6CFh/4Av8A/HqANGis7yNa/wCghYf+AL//AB6jyNa/6CFh/wCAL/8Ax6gDRorO8jWv+ghYf+AL/wDx6q2oya1YaXdXn22wk+zwvLs+xON21ScZ83jpQBtUVneRrX/QQsP/AABf/wCPUeRrX/QQsP8AwBf/AOPUAaNFZ3ka1/0ELD/wBf8A+PUeRrX/AEELD/wBf/49QBo0VneRrX/QQsP/AABf/wCPUeRrX/QQsP8AwBf/AOPUAaNFVdLumvtIs7uRQr3ECSsq9AWUHj86tUAZ2h/8g+X/AK/Lr/0okrRrO0P/AJB8v/X5df8ApRJWjQAUUUUAFZ2h/wDIPl/6/Lr/ANKJK0aztD/5B8v/AF+XX/pRJQBo0UUUAFFFFABRRRQAUUUUAFFFFAGc/h7RZNbTWZNIsH1SMYS+a2QzqMEYEmNw4JHXoa0aKKACkVVRAqKFVRgADAApaKACiuX8b+M5PB9jFPDot3qbOy72j/dwwIZEQs8h4By4woBY4PAAJHUUAFFcq3irVrHxFpljruhwWdnq1xJbWlxDf+dKrqjSKJY/LULuRG+67gHA6HNGt+KtW0C9jnv9DgGiPfQ2f2tb/NwvmsI1kMPl7du9gP8AWbtpzjPy0AdVSBVUsVUAsckgdT0/pS0UAFFYnizxDJ4Z0Ga/t9Ku9VnVW8u2tgACQjNl3PyxphTlj9ACSAbuial/bPh/T9T8ryfttrFceVu3bN6BsZwM4z1wKAL1Fctr/inVfD0/2u90SD+wxdQ2z3S33+kDzXWNXEPl7Su9wP8AWbsZOO1NvPE+tyeMr3QNB0WwujY2kFzLPe6k9vnzWkAVVWCTOPLPJI6igDq6TaocsFG4gAnHJA//AFmhdxQbwA2OQDkA/WloAKKK5fxD4zk0PxJpGkx6Ld3KX91Fby3x/dwQeYH24Y8yP8hyqjgHJIyAQDqKKbK7Rwu6RtKyqSI0xlj6DJAyfcgVzOmeJ9U/4SmDQfEmj22n3F3Zvd2slnfG6RxGyrIjbooyrDzEIwCDzyMcgHUUm1S4YqNwBAOOQD/+oUtFABRTXcRxs7BiFBJCqWP4Acn6Cua8H+MZPFd1q8UujXWknTpooxFeMPNdZIVlVmQf6s4cfKSSO+DkAA6eiud8beK38H+HJ9Th0i81WSKOSTybcBVVY42kZpJDwigKeeSSQAGJxV24v9Wn0a0vND0+yuZ51R2ivL14FRWXPDLFISc4GNo+vagDVpGVXGGUMMg4I7jkVznhPxJqOv3WsQalpdtZf2ZdC0EtretcRzuEDPtLRRn5SwU8feDDtz0lABRRXL6R4zk1Xxxe6AdFu7KG2tftEd3d/IbjErRnbH1CZXhmxu6gYwSAdRRVLVbjULey3aPYxX12zqqxzXHkRgZ5Zn2sQAM9FYk4GMZIxtH8XyXmna2+paXLBf6HO0N3aWTNd+YRGsimIhVZ9yuuBtBzkY7kA6akZVdCrqGVhggjIIrA8HeJ5vFWmXl1c6XJpctrfTWbW0sqyOPLbGWK8AnuASB6nrXQUAFFFcrqHjWSy+IGleGk0S7aG/kkifUpSI4UdYGmCxg8y8LgkYUE4ySCAAdVRUN3crZ2U91IksiwxtIyQxmR2AGcKqgljxwAMk1geDvF0nim01aa80mXRm03UHs2huZlZ9ojjkDtt4U4kGVBbGOtAHS0Vznh3xDq3iNbbUoNHtrfQrtPNt7ma9b7TJGRlH8gRbQG4IzJnaQSAcqOjoARVVECooVVGAAMACloooAztD/5B8v/AF+XX/pRJWjWdof/ACD5f+vy6/8ASiStGgAooooAKztD/wCQfL/1+XX/AKUSVo1naH/yD5f+vy6/9KJKANGiiigAooooAKKKKACiiigAooooAKKKKACiiigDh/ivdE+C59Nt7LUbu6unhaNLLT57gYSeNmy0aMF4BPzEZxxmuiHiCKRtLNvp+pyx6lI6LIbKSP7PtVm3TLIFaMHbgZHJI9c1rUUAecaZrKeI/HsOpa3p+t2iWEkltpFlLot2EDN8rXUsnlbAzDKrlsIjMScsQprOsprfjiO01rT9bt9G0S6WWKOLRbuZdRuVHyyF0iK+VGTkDPzOA3AUbvR6KACiiigDC8Z30dl4Tv0eC9ne6t5YIks7Ka5YuyNjKxKxA9zge9ZnhfXRY/DnRmOlaxLLbRWthNbf2dLHMkm1EZtkgUlFJyXGRgHBODXYUUAeceINZTWPGS6frOn63BomjXCThYdFu5xqVwvzKd0cTL5UZwcZyzgdAvzT+Obfw7qMt/b33hG8v9c8gRWV5Do7yOzFcxmO7VSsW1z1Z02kE8DBPoFFAFHQ4b638PadDq8om1CO1iS6lXo8oQB2H1bJq9RRQAVwfxE1JU1Hw7BHY6rcvZ6vBeTtaaVc3CJEFkBbfHGVJBI+UHPPSu8ooAyZvEEcV5FCNN1OSOSxe9Fwlm+xQu392QfmEp3ZCbcnB7jFcn4M1Ia54pl17W7LV7XVrqA29pZ3Ok3UUWn24JYoZXjCGRyAXbOCVRVyFy3oVFABRRRQA13EcbOwYhQSQqlj+AHJ+grgvBWprP4/8WyGw1aCLU7qCa1lutJuYEkRLWJGO6SMBfmVhgkE44zXf0UAcN4y13+1fhNrPl6PrUVzqdje2dvZtpk0k5k2yRruWNW2KxAIZsAhgcjNaMOvyWnw3Opafpmo3N1aWYSOyewmimkmVQAvluobG7HzYxjJzgV1FFAGL4P0JvDfhOx02aTzrpE8y7n/AOe1w5Lyv+LsxraoooAK8/h1eOT4zPcrYawLZ9KSwFw2j3SxecLhiRvMe0Lgg787fevQKKAOW17xjc6Zo2p3Fh4e1a6urS6FnDF9ikZZ2ZVPmr5YZjCN3LAZ+UgAnGa/gqSw0vw7fT7tWu7syteald3Oj3UEtzM/JKRPGGZQAFVEDbVVRz37GigDhfhtfCR9et5LLU7V59XuryI3mmXFurxO42kNIijJ/u53e1d1RRQAV594z1aOL4g+FXWw1iePSbyeW8lttHupo0V7SRVIdIyr/M6j5ScEnOMHHoNFAGZJriQ6ld2slhqIjtbNbtrpbVnikBLDy025Z5BtyUC55XGScVxfg6U6nJ42082mq2T6tqM9xay3el3NujRNbwxhg8kYAO5W+UndxnGK9HooA8d8I6Ekdz4Lj0nwxc6Nremca/ePp7wK6LA0bo05AFxvlKMu1nHy7u1exUUUAFFFFAGdof8AyD5f+vy6/wDSiStGs7Q/+QfL/wBfl1/6USVo0AFFFFABWdof/IPl/wCvy6/9KJK0aztD/wCQfL/1+XX/AKUSUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBw/jn4p6d4A1KytNZ0bV5lv22Ws9osDJK/GV+aVWBG4dQBzxmuys55LmzimmtZrOR1y0E5QvGfQlGZc/QkV4Z+0v/yEfAv/AGEZP5xV7ndXcFlCJbqQRoZEjDHuzsEUfUswH40ATUV8/XHijXfEOnfErxF/bGo2Fx4auvJ0qC2uWjihETNnfGDtkLbed4brxiruqeMtX1fXPh/deI7+fQ/COq6WLm+u7a5e0R7sxOfLedWDIvCFRkZyeuOAD3SuF8a/FXTvAet2Gm6xomsTPqT+XZzWqwMk7DaCBulDDBdR8wHXjI5rF+AsWuS+FtQ1HxDc6rdfaL1xYz6ldzStLbADYwR2IUEluQoJ9xiuY/aO/wCRz+G//YQm/wDRltQB7raTSXFnFNNbS2kjqGaCYqXjP90lGZcj2JHvU1Q3V3BZRLJdSCNGkSIE92dgij8WYD8amoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDO0P/kHy/8AX5df+lElaNZ2h/8AIPl/6/Lr/wBKJK0aACiiigArO0P/AJB8v/X5df8ApRJWjWdof/IPl/6/Lr/0okoA0aKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDh/HPwr074gajZXWs6zq8K2Db7WC0aBEic4y3zRFiTtHUkccYq3P4DlvtQ0651fxbr+oR6fdJdR20ptY4nkQ5XeIoELAHnBPWutooA4nVvhVoWrX2qzfatQs7bWmRtUsbSZVhvWQ5BbKllJ77GXPfNcf8UfCepXvirRo9E1LX/DOm2GmNBFfaLazXSA7wPI8mDDp8qqdx+UgKMZFezUUAebfCXRvFWjPq0Wv+INS13Sm8o2FzqtvJBOXw3mfJITIq/dHzdwcAdTf8bfCnTvHmtWGpaxresQtpr77OG1aBUgY7SSN0RY5KKfmJ6cYHFd1RQBycngWW71XTr3VvFmvaiunXAuYraY20cTOBwXEUKFsZyMmusoooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDO0P/AJB8v/X5df8ApRJWjWdof/IPl/6/Lr/0okrRoAKKKKAP/9k=)
Figure 6: Length-weight relationship of Tilapia
guineensis.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADNDcAAJKSAAIAAAADNDcAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDg6NDAAMjAxNzowOTowNiAxNjowODo0MAAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA4OjQwLjQ2NTwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADYAZIDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6Roorn9C0LSJ/DunSzaXZSSSWsTO726EsSgJJOOTQB0FFZ3/CO6L/ANAew/8AAVP8KP8AhHdF/wCgPYf+Aqf4UAaNFZ3/AAjui/8AQHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/AMBU/wAKP+Ed0X/oD2H/AICp/hQBo0Vnf8I7ov8A0B7D/wABU/wo/wCEd0X/AKA9h/4Cp/hQBo0Vnf8ACO6L/wBAew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP8AwFT/AAo/4R3Rf+gPYf8AgKn+FAGjRWd/wjui/wDQHsP/AAFT/Cj/AIR3Rf8AoD2H/gKn+FAGjRWd/wAI7ov/AEB7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/wDAVP8ACj/hHdF/6A9h/wCAqf4UAaNFZ3/CO6L/ANAew/8AAVP8KP8AhHdF/wCgPYf+Aqf4UAaNFZ3/AAjui/8AQHsP/AVP8KP+Ed0X/oD2H/gKn+FAGjRWd/wjui/9Aew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/AMBU/wAKP+Ed0X/oD2H/AICp/hQBo0Vnf8I7ov8A0B7D/wABU/wo/wCEd0X/AKA9h/4Cp/hQBo0Vnf8ACO6L/wBAew/8BU/wo/4R3Rf+gPYf+Aqf4UAaNFZ3/CO6L/0B7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP8AwFT/AAo/4R3Rf+gPYf8AgKn+FAGjRWd/wjui/wDQHsP/AAFT/Cj/AIR3Rf8AoD2H/gKn+FAGjRWd/wAI7ov/AEB7D/wFT/Cj/hHdF/6A9h/4Cp/hQBo0Vnf8I7ov/QHsP/AVP8Koa7oWkQeHdRlh0uyjkjtZWR0t0BUhCQQccGgDoKKKKACiiigArO8O/wDIr6X/ANecP/oArRrO8O/8ivpf/XnD/wCgCgDRoorzDxXp1hpni3StQi0CTSGTWoZLnxO+xzKJCR5JdGaXY5cRYkCxoMYI2oKAPT6KKq3d3Nbuoh0+5ugRktC0YC+x3utAFqiobO6jvbGC6hz5c8ayJuGDhhkZ/OpqACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArO8Rf8ivqn/XnN/6Aa0azvEX/ACK+qf8AXnN/6AaANGiiigAooooAKzvDv/Ir6X/15w/+gCtGuattZn0vwzoyWmialq0kllGxSxWIbFCLks0rovcYUEsecDAJAB0tczceCkvbyNtQ17V7zT4rsXa6ZNJEYN6vvQFhGJWVXwwUyEfKoIIGK19E1mz8Q6Ja6rprM1tdJvTepVl5wVYHowIII7EGsjSfGba3qNxBp/h3Vntba+msZb9mtlhV4nKOcGbzCuVP8GfagDpqKKKAM7w7/wAivpf/AF5w/wDoArRrO8O/8ivpf/XnD/6AK0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKwPGHif/AIRTSIr77J9r8ycQ7PM2YyrHOcH+7+tcZ/wuc/8AQA/8nf8A7XWcqkIuzZ10sHXrR54RuvVHqVFVdMvf7S0izvhH5YuoEm2Zzt3KDjPfrVqtNzlaadmFZ3iL/kV9U/685v8A0A1o1neIv+RX1T/rzm/9ANAjRooooAKKKKACvPtd8cWvhTwdoFhHfWNpq2q2iR2cl/MsUEAEYLzSMxA2qCMKOWYqo6kj0Gs7w7/yK+l/9ecP/oAoAxfDuo+GfDfhLQrHT9ZhvrO5nFhaXcL+cLq4O9my0eQCSrk9ADx6Vyl9ceHrXWLV/h1rU0muz64sl3pdtqUsyuHlP2ozWzMViUAuxbauGC4PIB9WooAKq3dpNcOph1C5tQBgrCsZDe53o1WqKAM7w7/yK+l/9ecP/oArRrO8O/8AIr6X/wBecP8A6AK0aAMjxJ4ks/C+mx3uoRzyRySiILAoLZIJ7kcYU1zP/C4NA/589S/79R//ABdHxg/5FG0/6/0/9FyV41XJVqyjKyPewOBo16PPPc+m7C8j1HTra9gDCK5iWVAwwQGAIz781PXkOl6Z8Rk0ezl0u93WrwI0Cech2oVBUYYemKtfa/ira/6yDzgP9iBv/Qa0VXTWLOOWBXM1GpH7z1SivK/+Es+Itr/rdA87H/Tk7f8AoJo/4WZ4ot/+P3w3j/tjKn880/bR6i/s6s/hafzR6pRXlq/GWSNtt1oBU+1yR+hSsTxV8R7nXRaf2Q15pZh3+aIrgr5mduPu46YP50nXgloVDLMTKSUlZd9D22ivnD/hJ9fHI1zUuP8Ap7k/xr3O08aeHL3HkazaAnoJH8s/k2KcK0Z+ROJy+ph0nvfsjcopkM8Vwm+CVJUP8SMCP0p9bHnBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRTJporeFpriRIokGWd2ChR7k0APrlviVx8PdS/7Zf8Ao1Kytf8AivptizW+iRHUbjoH5WIH69W/Dj3rCTw7408dOJtduTp9iTuWORSoH0iHJ+rH8awnUTTjHVnp4fCzpyjWrPlSaeu7+R5vgegr0Lwz8TrXw94ZtNMfTpriWDflxIFBy7N6Hsav/wDCmD/0Hx/4Bf8A2yu38OeGLXQNEt7FlhupIt264MAVnyxPv0zjr2rGnSqRfY9HGY7CVKaT97XbVfocOfjHcTHbaeH9x97gt+gSj/hZHiy4/wCPLwznPT9xK/8ALFepgBRhQAPQUVvyT6yPM+s4ZfDRX3tnln/CU/Ee6/1Wg+Tn/pzdf/QjR9o+Ktz9yHyQf9mBf/Qua9Too9k+smL67FfDSj91zw7xfZ+M4dJim8VXPmWpnARN6HD7WwcKPQH8643I9a+o6Kzlh7u9zrpZs4R5XTXy0/Cxl+GBjwjo4PB+wwf+i1rUoorpSsrHjSlzScu4VneIv+RX1T/rzm/9ANaNZ3iL/kV9U/685v8A0A0yTRooooAKKKKACs7w7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGuI8RXGu+H9Z0e7j8QS3n9o6zHaHSWtoVhMDlgdmF83dGmHLFyDsb5QCAvb1wtvo/i0eObnXNS07Rb9VdoNOZtUljNjanbu2x/ZyDK23LNu5wqggDkA7qqt3qdhYOq317bWzMMqJpVQke2TVqigDO8O/8ivpf/XnD/6AK0azvDv/ACK+l/8AXnD/AOgCtGgCC8sLPUYRDqFrBdRBtwSeMOoPrg9+TVH/AIRbw/8A9ALTf/ASP/CtWilZMtTnFWTGxxxwxJFCixxooVUUYCgdAB2FOoopkBRRRQAjKrrh1DD0IzXE+PPA9z4kaxbR/sVsYPM80y5Tdu24+6pz909fWu3oqZRUlZm1GtOjNThujxn/AIVBr54N3puP+usn/wARXW3fwk8O3GTbtd2p7COUMP8Ax4H+ddzRWaowXQ6p5jiZtPmtbseXTfB+e3fzNJ11o37B4ip/76U/0qP/AIRr4kaT/wAeOrm7A6AXO/8ASQYr1Wij2Memgf2jXfx2l6pHlX/CUfEbSv8Aj/0Y3SjqxtS36xnFSw/GKSB/L1XQmjYdTHKQf++WH9a9QqOa3huU2XEMcqf3ZFDD9aPZzW0h/WqEvjor5No8I8ReNtR1TX7i70nUdRs7STZ5cAuGTZhADwrY6gn8aueB/E2onxnYDVtbujaHzBILq7Yx/wCrbGdxx1x+OK3vEvwu1DU/EV1eaQ2m2tnLtMcJLJtwgB4VCOSCfxqnp/wf1Fr6Mate2q2nO82sjGTocY3Jjrj8M1zctTnuev7fBOhy3S0+a0/M9ZhnhuE328qSr/eRgw/SpK8vm+D0sEnmaVrrxsOgeIg/99K39Kj/AOEX+I2lf8eGs/alHRRdFv0kGK6faTW8TyPqtCXwVl800eqUV5X/AMJH8SdK/wCP3SPtYHU/Zt/6xnFPi+L9zbOI9W0Fo27lJSh/75Zf60e2j10F/Z1Z/BaXo0eo0Vwtp8XPD0+BcJeWp7l4gw/8dJP6V5//AMLJ8WHn+1sZ/wCnaL/4miVeC8yqWWYio2mrW7nvVRXN1b2du093NHBCgy0kjBVH4mvG9L+KHiNI5rd0Gp3c5UW+YgPL65+VACxPH5VpW3gXxP4tuFvPF2oSW0OcrCTlx9EHyp/P2pKtzfArlSy90nevNRX339Eamu/FizgkNr4ctm1C4J2rIwITPsOrfp9ayYfCHi7xpMtz4ovXsrXOVhccge0Y4H1PP1r0DQvCej+HYwNNtFWXGGnk+aRv+BHp9BgVs0ezlL438ifrdOjpho2fd6v/AIBg6B4L0Xw6qtY2oe4A5uZvmkP0Pb8MVvUUVskkrI4J1JVJc03dhRRRTICiiigAooooAKKKKACiiigArO8Rf8ivqn/XnN/6Aa0azvEX/Ir6p/15zf8AoBoA0aKKKACiiigArO8O/wDIr6X/ANecP/oArRrzD4jaRHqfwHmmnu7yNLLRTMIIJjHHM4hG3zMcsFPIXO0nqDgYAPT6Kitf+PSH/rmv8q8tttCj8C67Jq3iHwpoV7Df+IZXj1uBw95bfaZ28ksrwggBnRSVkJG7IBANAHq9FFVbu7mt3UQ6fc3QIyWhaMBfY73WgCDw7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AK0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACmSwxzoUmjWRT1V1BFPooAxbvwd4dvc/aNGtMnqY4whP4rg14//AMK28WDj+yf/ACZi/wDi696orKdKMzvw+PrUE0tb97/5nAfDLwvqfh+TUpNZslt3mEQhJdHOBv3cqTjqtd/RRVxioqyOavWlXqOpLdhRRRVGIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVneIv8AkV9U/wCvOb/0A1o1neIv+RX1T/rzm/8AQDQBo0UUUAFFFFABXI3fhgeLfh9YaVcatf6faXGnpFcJZCHM6NGoKkyRuR/wHB5rrqzvDv8AyK+l/wDXnD/6AKAKy+HpTZabBPr2qzPYXQuPO8yOJrgAMBFKI0VWj+boAMlVOeKqHwUlxewyarrmranaW9yLqCwu3i8qOQMWQkpGsjhSeA7sMgE5IBHS1zkHjnR7rxw3hW1+0zXyRSPJMsJECGPZuj8w4DOBKmQucZwcHigDo6KKKAM7w7/yK+l/9ecP/oArRrO8O/8AIr6X/wBecP8A6AK0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArO8Rf8ivqn/XnN/6Aa0azvEX/Ir6p/15zf8AoBoA0aKKKACiiigArO8O/wDIr6X/ANecP/oArRrO8O/8ivpf/XnD/wCgCgDRrzjWvFHh+H426BFLrumpJb6ffW8yNdxgxyu9vtjYZ4Y4OFPJwa9HooAKq3dpNcOph1C5tQBgrCsZDe53o1WqKAM7w7/yK+l/9ecP/oArRrO8O/8AIr6X/wBecP8A6AK0aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArO8Rf8ivqn/XnN/6Aa0azvEX/Ir6p/15zf8AoBoA0aKKKACiiigAriodZ1Rh4e8PeH2tILubSRez3V5C0yRRIEQKI1dCzMz9dwACnrmu1rgYrLVNP1Lw54l0vTJdWh/sQafdWtvLEkyZ2SJIvmuikZVlYbs8rgHnAB0Hg/XrnX9Ekk1GGKHULO6msbxYSTGZYnKlkzyFYAMASSN2MnGTzfhfxpf+IPE99Yy+I/DcD2uq3doNIFsxvHihlZQ2ftHUquc+XjrxWp4ftNc0HSoWk0tbu71fV5bm/jS6VRYRSlmzk58woBGhVepJI4FU/EFtrfi59O05/Dc+mGy1WC8OpXFxA8aLDJu3Q7HMhZ1G0bkT5XbJ4wQDuqKKq3emWF+6tfWVtcsowpmiVyB7ZFAEHh3/AJFfS/8Arzh/9AFaNZ3h3/kV9L/684f/AEAVo0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWd4i/5FfVP+vOb/ANANaNZ3iL/kV9U/685v/QDQBo0UUUAFFFFABWd4d/5FfS/+vOH/ANAFaNZ3h3/kV9L/AOvOH/0AUAaNFFeMy2cF58ML/wAcNCp8TRapcTwajtzPGIr1okhVwNwjMaBCg4IZvUmgD2aiiqt3dzW7qIdPuboEZLQtGAvsd7rQBB4d/wCRX0v/AK84f/QBWjXP6FqNynh3TUXR72RVtIgHV4MMNg5GZAcfUCr/APad3/0A7/8A77t//jtAGjRWd/ad3/0A7/8A77t//jtH9p3f/QDv/wDvu3/+O0AaNFZ39p3f/QDv/wDvu3/+O0f2nd/9AO//AO+7f/47QBo0VlT63NbRiSfRb9VLrGDugPzMwVRxJ3JAqT+07v8A6Ad//wB92/8A8doA0aKzv7Tu/wDoB3//AH3b/wDx2j+07v8A6Ad//wB92/8A8doA0aKzv7Tu/wDoB3//AH3b/wDx2j+07v8A6Ad//wB92/8A8doA0aKzv7Tu/wDoB3//AH3b/wDx2o5dbmhkhjk0W/Vp38uMboPmbaWx/rPRSfwoA1aKzv7Tu/8AoB3/AP33b/8Ax2j+07v/AKAd/wD992//AMdoA0aKzv7Tu/8AoB3/AP33b/8Ax2j+07v/AKAd/wD992//AMdoA0aKzv7Tu/8AoB3/AP33b/8Ax2j+07v/AKAd/wD992//AMdoA0aKyl1uZrp7ddFvzLGiyMu6DhWLAHPmeqt+VSf2nd/9AO//AO+7f/47QBo0Vnf2nd/9AO//AO+7f/47R/ad3/0A7/8A77t//jtAGjRWd/ad3/0A7/8A77t//jtH9p3f/QDv/wDvu3/+O0AaNFZ39p3f/QDv/wDvu3/+O1HBrc1zGZINFv2UO0ZO6AfMrFWHMnYgigDVorO/tO7/AOgHf/8Afdv/APHaP7Tu/wDoB3//AH3b/wDx2gDRorO/tO7/AOgHf/8Afdv/APHaP7Tu/wDoB3//AH3b/wDx2gDRorO/tO7/AOgHf/8Afdv/APHaP7Tu/wDoB3//AH3b/wDx2gDRorKt9bmu7WK4t9Fv3imQSI26AZUjIODJ6VJ/ad3/ANAO/wD++7f/AOO0AaNFZ39p3f8A0A7/AP77t/8A47R/ad3/ANAO/wD++7f/AOO0AaNFZ39p3f8A0A7/AP77t/8A47R/ad3/ANAO/wD++7f/AOO0AaNZ3iL/AJFfVP8Arzm/9ANNbWJYjGbnSr2CN5Ej8x2hIUswUZ2yE9SOgp3iL/kV9U/685v/AEA0AaNFFFABRRRQAVneHf8AkV9L/wCvOH/0AVo1neHf+RX0v/rzh/8AQBQBo1yjfD7TmvZCb/UP7Mlvv7Qk0ffH9lefcH3H5PMx5gEmwPtLDpgkHq6KACiiigCK0to7OzhtYARHBGsaZOTgDA/lUtFFABRRWRB4q0O58VTeGrbUoZtYgtzczWseWMUYZVyxAwpyy/KTnBBxjmgDXooooAiubaO7iEcwJVZEkGDjlGDD9VFS0UUAFFFQ3d3BYWU13eSrDbwIZJJGPCqBkk0ATUVkaP4o0rXbue1sZLhLq3RZJLe7s5rWUIxIVtkqKxUkEZAxkEVr0AFRTW0c8tvJIDut5DImD3Ksv8mNS0UAFFFFABRVLVdXs9Fsxc37yBGcRokMDzSSMf4UjQF3OAThQcAE9ATTNF13T/ENg15pU7SxJK8MiyRPFJFIhwyPG4DIw9GAOCD0IoA0KKKKAIlto1vJLoA+ZJGkbc8YUsR/6GaloooAKKKoa3reneHNHn1TWrpbWygAMkrAtjJAAAAJJJIAABJJoAv0VBY3tvqOn299ZSeZb3MSzRPgjcjAEHB5HBHWp6ACora2jtIjHCCFaR5Dk55dix/VjUtFABRRRQAUVgP420VNbuNJQ6hPd2sqwzi20q6mjidlVgGkSMoPlZTyeAea36ACiiigCK0to7OzhtYARHBGsaZOTgDA/lUtFFABRRWLa+LdIvtZfTLKS6uZkkaF5oLGd7dXUZZTcBPKBHQjdw3ynnigDaooooAiubaO7iEcwJVZEkGDjlGDD9VFU/EX/Ir6p/15zf8AoBrRrO8Rf8ivqn/XnN/6AaANGiiigAooooAKzvDv/Ir6X/15w/8AoArRrO8O/wDIr6X/ANecP/oAoA0aKKKACiiigAooooAK4YWdrZfHGxWztobdZdAvZnESBQ7tdW5ZjjqxJJJ6k13NYZ8E+FG1M6k3hnRzfGbzzdGwi80y7t2/ftzuzznOc80AblFFFABRRRQAUyeeK2t5J7mVIYYlLySSMFVFAySSeAAO9PqG7tLa/s5bS+t4rm2mUpLDMgdHU9QVPBHsaAOT8LrP4i8UXPjKSFrewls1stKjkUrJNBv3tOynlQ527VOCFAJALYHZVj6X4R8N6HeG70Xw9pWnXJUoZrSyjifaeo3KoOOBx7VsUAFFFFABRRRQBR1aeZLZLexv7Kxv7l9lq15EZVdgCzKIw6FzsVzgMMYzyARXMfD0Pb33iiyu2S5v4tV8y8v4m/d3EjxRkBU/5Z7E2Jsy2MA7mJNdVqWladrNk1nrFha39qxDGC6hWVCR0O1gRxS6dplho9illpNlbWNpHkpBbRLHGuTk4VQAMkk/jQBaooooAKKKKACvOviKurz30zSaBf3+jWGmzTQvazW4RrpkZd8iySo2I0yVwGyZCeqLXotNlijnheKaNZI5FKujjIYHggjuKAOe+H08lz8OdAea0mtGGnwKEmKEkCNQG+RmGCORznB5APFdHTIIIra3jgtokhhiUJHHGoVUUDAAA4AA7U+gAooooAKKKKAPOPFltL4SsPEHjHwz4huPtElwk8+musEtvczIEh8n/V+aGYKFAV8hiOD0r0cHIBIIz2Pasv8A4RfQP7b/ALZ/sPTf7U3bvt32SPz84258zG7OOOvStSgAooooAKKKKAGT+Z9nk8jHm7Dsz03Y4ryDwVf6po/g3wDc22v3F6upzx2Vxpc0MO0fI/nFSqCXejoSxZz0fI5AHsVZtr4c0Sx1abVbLR9Pt9RuN3nXkNqiTSbiCdzgZOSATk9qANKiiigArO8Rf8ivqn/XnN/6Aa0azvEX/Ir6p/15zf8AoBoA0aKKKACiiigArO8O/wDIr6X/ANecP/oArRrO8O/8ivpf/XnD/wCgCgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA5nx9ok2ueFpbay1O+0u9MkaW91ZXkkDRuzquTsI3Dnocj8ea4TwB4w1XxD8HLjTtRubhPEOnSTaZfStKRMmxWYuWB3BvLBXfnO8ZzXpniCw1XUbOKLRdQtLCRZkld7qza4DBGDAALKmOVGTk8Z6da5qP4aRWHiLxTruiX0VrqHiKGOJvOtTJFARxKwRXUsX68kYbnkcUAcT8M/G8nh/4Iaf4i1m51DWtW1bUDYwJeX8knnTGR1jXLlhGuASSo6DOCcV1d58VJrHRPFbzaLCdZ8K+W17YJfExPG43K8cxiBPy54KDkY7g1T0j4NPYfDm38KXmuxXP9nXq6hpl5HYGNoJ1dmy6mVhIMsRgbeCec8i5efCua+0TxWk2tQjWfFXlre36WJESRoNqpHCZSR8ueS55OewFAEvhr4mXXiHxI2hyaAtneS6HHrNoDeh1kRyBskIT5DuYcjfxzweK881Txv4n8Sfs0a14tuLh9MuReLLZXGnX8scig3QjMbKqrtVVbA+Zt3U4Ir0Lw38Nb/QfHdn4im163uVttFj0Y2yaeY98aBSH3mVsNuUHpjHHvWWfgvcp8JbzwDb+JgthPcB4ppNPDPHGJfN2nEg3OW2gtwMLwoJJoA0tG+Jkzy+IbDVtDnhufD+mRX5WG4Fw9xG0RcKRgBZMAAgFlyThiBk7Hw+8ZTeOPD66u1nZW9vKiNH9k1D7VhiMtHJlEKSLxkYI5GCazNI+HusaV4t1jxAviS3+06ppsVnti0wqIZI4wqSrulbOCCdpHOcZ4ybvgrwF/wieta/q0t5bTXOtyxSSw2NmbW2i2KRlYy7ncxJZiW5J6DuAdjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ3iL/kV9U/685v/QDWjWd4i/5FfVP+vOb/ANANAGjRRRQAUUUUAFZ3h3/kV9L/AOvOH/0AUUUAaNFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWd4i/5FfVP+vOb/0A0UUAaNFFFABRRRQB/9k=)
Figure 7: Condition factor for Oreochromis niloticus.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADNjcAAJKSAAIAAAADNjcAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDg6NTUAMjAxNzowOTowNiAxNjowODo1NQAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA4OjU1LjY2ODwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADuAXoDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RoorB0bS4bzQrC5uLi/eWa2jkdv7QnGWKgk4D4HJoA3qKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6P7DtP+e1//AODG4/8Ai6ANGis7+w7T/ntf/wDgxuP/AIuj+w7T/ntf/wDgxuP/AIugDRorO/sO0/57X/8A4Mbj/wCLo/sO0/57X/8A4Mbj/wCLoA0aKzv7DtP+e1//AODG4/8Ai6rzWSafqemNbTXf725aN1lu5ZFZfJkbGGYjqoP4UAbNFFFABWd4d/5FfS/+vOH/ANAFaNZ3h3/kV9L/AOvOH/0AUAaNFFFABRRRQAUUUUAFZWs61PpRjW00PUtXd1Z2WxWIbFGOrSyIuTnhQSfatWuO8f8Aji18MR2mlxajY2OrarvW1nv5ljgtlXG6aQsQCFyML1ZsDpuIAOk0bV7PX9FtNV02QyWt3GJI2ZSpwexB6EdCPUVjaL4ybXr2SOw8O6sbOK7mtHv3a2EIeJ2Rjt87zMblOPkz7VH4c1Dwz4d8K+HtM0vV4ryynYWFjcxP54uZVVi2XTK5OxyTwM5HtXJy3Hh611vTj8N9Zmm1a41lXvdLg1KWZPKeUm6aW2diIQAWbdtUhgoHJ2kA9Wooqrd2k1w6mHULm1AGCsKxkN7nejUAWqKp6PcSXmh2FzOd0s1tHI5AxlioJ/nVygAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACs7U/8AkIaP/wBfjf8ApPLWjWdqf/IQ0f8A6/G/9J5aANGiiigArO8O/wDIr6X/ANecP/oArRrO8O/8ivpf/XnD/wCgCgDRooooAKKKKACiiigAooooAKKKKACiiigDO8O/8ivpf/XnD/6AK0azvDv/ACK+l/8AXnD/AOgCtGgAooooAKKKKACiiigAooooAKKKKACiqlnqthqFxcQWV1HNLbNsmVDkof8AP8iO1SXd9aWEPm31zDbx/wB6Vwo/Wnyu9rCurXJ6K4zU/ijoFjlbRpb+Qf8APJcLn/ebH6ZrAPjbxh4iO3w7pP2eJuBKqb8f8DbC/pXRHC1WrtWXnoYyxFNOyd35HceJ/E9n4Z04z3B8yd8iGAHmQ/0A7muX8GfEU6leGw15o455XPkTKNqnJ4Q+h9D3+vXLk+G/iXWd95reqRm62YRJHMh9QpPRRn0zXON4X13RoY9WvNI8y3t5v3kUoz909WAOdp9en4deynQw7g4cycv62OWdWspqVrI95ornvDHjPTvE0IWFvIvFGXtnPzfVT/EP8muhrzJwlB8slZnfGSkrxCiiipKCiiigAooooAKKKKACiiigArO1P/kIaP8A9fjf+k8taNZ2p/8AIQ0f/r8b/wBJ5aANGiiigArO8O/8ivpf/XnD/wCgCtGs7w7/AMivpf8A15w/+gCgDRooooAKKKKACiiigAooooAK5a98U6rpOr2SatocMGl318LGG5jvvMnV2yI2eLywoViO0jEbhkDkDqa84bWl1/4gI+tafrdrp+j3Rj062/sa7ZbqfG03TyLEUCDcwQZ9XJGQFAPR6KKq3enw3jq0z3KlRgeTcyRD8QjDNAEHh3/kV9L/AOvOH/0AVo1neHf+RX0v/rzh/wDQBWjQAUUUUAFFFFABRVbUNQtdLsZby+lWGCIZZj/Iep9q83tfivL/AMJDI93b40p/lRFAMkf+1nuT3H5e+1OhUqpuK2Mp1YU2lJnqNFeb33xZ86XyPD+ky3EjcK03f/gC5J/Oqv2T4ieJ/wDXytplu3YnyQB9B8/51qsLNazaj6mbxEXpBN+h6HqWu6XpC51K/gtz12u/zH6L1P5V574u+JkN1ZGx8OPKpkyJbpl24X0Tvk+pxj+V7TfhJZI3m6xfzXchOSsQ2KT7k5J/Suv03w1o2krjT9OgiOMb9u5v++jk/rVReHpO+sn9yE1WqK3wr8TwjR5NTTU400OSdLyX92nkNhmz1H0/wzXoFn8Krm9lFx4k1iSWRvvLES7f99t/hXZ6T4W0nRL65u9PthHLcHJJOQg/ur6DPOP/AK1bFaVsa5P93p+ZFLCpL39TA0zwR4e0rDW+nRySD/lpP+8b688D8AK3wAAABgDoBRRXBKcpu8nc64xjFWSCggEYPIooqSjgfE/w4WeY6n4Yb7Feod/kq21WPqp/hP6fSoPDnxEltrn+yfGEbW1zGdn2hl28/wC2O31HH869FrF8R+FNN8TW2y9j2TqMR3CDDp/iPY11wrqS5K2q79Uc0qTi+alo+3RmyjrIivGwZWGVZTkEetLXksN74i+Gl4tveob7SHbCkE7f+An+Fv8AZPH869I0XxBp2v2H2rTrgOoHzo3DRn0Ydv5VFWg4LmWse5dOqp6PR9jSopkUsc8SywSLJG4yro2Qw9QRT65zYKKKKACiiigAooooAKztT/5CGj/9fjf+k8taNZ2p/wDIQ0f/AK/G/wDSeWgDRooooAKzvDv/ACK+l/8AXnD/AOgCtGs7w7/yK+l/9ecP/oAoA0aKKKACiiigAooooAKKKKACiiigAooooAzvDv8AyK+l/wDXnD/6AK0azvDv/Ir6X/15w/8AoAqbVrybT9Jubu2tXu5YULLCnVzTSu7ITdlcsGaJZ1haVBKylljLDcQOpA9ORSySJFGZJXVEUZLMcAfjXz3d+IdTvNc/teS6dbwNlHQ48sdlA7D2/PrXVaP4M1zxlapqOu6tNHA5zGsuXZh6hSQFB7fyrvnglTSlOVkcccU5u0I3O11P4heHNMypvftUg/gtRv8A/Hvu/rXMT/EzWNWlMHhnRWZum9lMrD3wMAfjmuj0z4b+HdOw0ls17IP4rltw/wC+RgfmK6eCCG2iEVtEkUa9EjUKB+ArPnw8Phjzeppy1p/E7eh5e/hDxp4pKt4hv1t4d24RyMDg+oROM/Ug1Qs/hlqkniNrG7+SxjwzXajiRewX/a9u35Z9joprG1ErKyQnhYPV3ZT03SLDR7VYNOtY4EUYyq8t7k9SfrVyiiuNtt3Z0pJKyCiiikMKKKKACiiigAooooAKKKKAIrm2gvLZ7e6iSaGQYZHGQR9K8S8aaMPC/iKSHS/tVvaXEXBL/K4P3lBHVRxwef0Ne5Vn63olnr+mPZX8e5G5Vx96NuzA+tdWGr+xlrsc9ej7SOm55B4R8d3HhnNtcI11YMciINhoz6r/AIf5PoVj8S/Dd7gSXMlox/huIiP1GR+tX9B8H6Xoelm08iO7eTmaWaMEyH6HOB6CoL/4feGr/JbTlgc/xW7GPH4Dj9K2q1cNUm2015oyp068IpJr0Zt2ep2OoLusLyC5H/TKQNj8qtV5vefCKEN5mk6tNCw5UTIG/wDHlxj8qq/2H8RNC5sNQN7GvRRMJBj/AHZP6Vn7ClL4J/foae1qR+KH3anp8sscETSzyLHGgyzu2Ao9STTwQwBBBB5BFeG+KPE/iS/hTTNejNps+ZohEYzL6Fs9R6Y4rp/hf4i1G4lbR54pLi1iTck//PAdlJ7g9u4+nSp4OUKfPcmOKjKfJY9LooorhOsKztT/AOQho/8A1+N/6Ty1o1nan/yENH/6/G/9J5aANGiiigArO8O/8ivpf/XnD/6AK0azvDv/ACK+l/8AXnD/AOgCgDRooooAKKKKACiiigArifivqniXRfAt/qXha7tLE2dvJPPczRebKNuNqxoRt55yzZwBwpJyvbVynxG0bXPEng++0LQYNPb+0bd4ZZ727eHyc4wVVYn3985K4wOueADq6828Na9fP4haHxT4i1yxu5NVuoLXT7nS44LSeNZH8pEma2G8mMBhiXccfWuxEniSWHTXNtpVrKbg/wBoRfaJJ1EOGx5T7Ey+dn3lAxu68GsXUdF8TeJJ7Cz12LSbOwsr+G9a5s7qSWWcwyB41EbRqIskKSd74AIGc7gAdlVW71OwsHVb69trZmGVE0qoSPbJq1RQBneHf+RX0v8A684f/QBWjWd4d/5FfS/+vOH/ANAFaNAHK3nw+0e88SJqsiEL96W1A+SV+zH+o7/nnqgAoAAAA4AFFFXKpKdlJ7ExhGN7LcKKKKgoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMXxN4YsvE+n+Rdfu5k5huFGWjP9R6irWiaJZ6BpiWVhHtReWc/ekbuxPrWhRV+0ly8l9CeSPNzW1CiiioKCs7U/+Qho/wD1+N/6Ty1o1nan/wAhDR/+vxv/AEnloA0aKKKACs7w7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGivFf2hraA3fge6MMf2ga5HGJdo3bCQSueuMgHFdbrXxLktfE2saL4e0YatNoVl9t1J3u/IEa43COP5G3yFecHaO27NAHe0V53e/GHS20nwvP4fs5NSvPFMvl2FtJJ5KoQwWQyuA23YTg4DHIOM9am8B/Ea/8Y+KNf0W80S102TQZvIuSmoNOzPuIBUeSoKna3O4EYHy88AHfUV4V+0n4Qt/7HsPHFjYW8t5pV1GLwSRhluISwCiQY+YBtowezmua+N9romoWHhnx/4b0i3mcRRX1+vlL5UkLMgiWZf4iWynTkBgegFAH01RXD21toPjPxRoWqwadZXNvp2nR30E8lurNG0pBgCtjjaEkbHUEoeO/cUAFFFFABRRRQBneHf+RX0v/rzh/wDQBWjWd4d/5FfS/wDrzh/9AFaNABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ2p/wDIQ0f/AK/G/wDSeWtGs7U/+Qho/wD1+N/6Ty0AaNFFFABWd4d/5FfS/wDrzh/9AFaNZ3h3/kV9L/684f8A0AUAeefGrw14h8TS+GF8O6LNqK6dqS3tw6TwxhVXHyjzHUlj+XvVbUPBniHQ/HHi/WdD0ltVt/FOm+UircRRtZ3Gzb+83sMock5QsR0weteu0UAfO/irwxd/D7wH4C0W20afXtbsLma5WfS59t1A+fMbyVKOWTcwDFo2XCcgFgR0fwV8QQHxBq2j33g/WdA1u/VtTubrVWLyX2HCliTHGFwZOAqheT0PX1DWvDOk6/LbTalbubi13fZ7mCeSCaLcMMFkjZWAOBkA4OBTtK8O6bo0kktlFK08ihHuLq5kuZmUEkKZJWZtoJJxnHJoAfr+jW3iLw7f6PfDNvfW7wPjqAwIyPcdR9K828A/Ce5074Nal4Y8TuGv9Tjlhc7xILdAzeUFI7BiZAOxc16zRQBw/wAIPCF74K+HFlp2sZ/tJyZboGTfsJ4VAQSMKgUccZBruKKKACvPP7Ij0/492N39rvLqa+0e9dzczFljUTW4WONeFRRk9Bk5JJJ5r0OuXuPBUlx4uh8Qt4m1hLmBXiihVLXykidlZosGDcVJReSxbjhqAOoqrd3c1u6iHT7m6BGS0LRgL7He61aooAzvDv8AyK+l/wDXnD/6AK0azvDv/Ir6X/15w/8AoArRoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArO1P/kIaP8A9fjf+k8taNZ2p/8AIQ0f/r8b/wBJ5aANGiiigArO8O/8ivpf/XnD/wCgCtGs7w7/AMivpf8A15w/+gCgDRooooAKKKKACiiigAoorL1nxHpugtbpqEkxmuiwht7W1luZpNoyzCOJWbaMjLYwNygnkZANSiqumanZazpkGo6XcJc2lwu+OVOjD+YIOQQeQQQeaytP8baLquotZaedQndLiS2aVdKuvIEiMVcGby/L4KkZ3YzQBv0UUUAZ3h3/AJFfS/8Arzh/9AFaNZ3h3/kV9L/684f/AEAVo0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVnan/yENH/AOvxv/SeWtGs7U/+Qho//X43/pPLQBo0UUUAFZ3h3/kV9L/684f/AEAVo1neHf8AkV9L/wCvOH/0AUAaNFFFABRRRQAUUUUAFcdI4i+N0AuNq+d4fdbUsB8xW4UyhT9DESPp6HHY1R1bQ9J162S31zS7LUoEfesV5bpMqtgjcAwIBwSM+9AHK/Dq9s7Xw/cPJcxQQalr2oHTxJIFE6tcSMojBxnIDMAO3PvVC5tpfBD6XeeG/EFxf2Osa4FbTJ1gkjlFzKzStE6Ir5Tcz8sw2oc+o759NsJFtVksrdxZMHtg0SnyGClQU4+UgEjI7Eiqll4X0DTNTl1LTdD020vpt3mXUFpHHK+45bLgZOTyeeaANSqt3Hfu6/Ybm2hXHzCa3aQk+xDrirVFAGd4d/5FfS/+vOH/ANAFaNZ3h3/kV9L/AOvOH/0AVo0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVnan/AMhDR/8Ar8b/ANJ5a0aztT/5CGj/APX43/pPLQBo0UUUAFZ3h3/kV9L/AOvOH/0AVo1neHf+RX0v/rzh/wDQBQBo0UUUAFFFFABRRRQAUUUUAFFFco/xB05L1R9gvzphvv7P/thVjNqJ93l7T8/mY8z93v2bd3fHNAHV0UUUAZ3h3/kV9L/684f/AEAVo1neHf8AkV9L/wCvOH/0AVo0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVnan/wAhDR/+vxv/AEnlrRrO1P8A5CGj/wDX43/pPLQBo0UUUAFZ3h3/AJFfS/8Arzh/9AFaNZ3h3/kV9L/684f/AEAUAaNFFFABRRRQAUUUUAFFFFABXjUd9bS/DVvAzTK/iYaqbZ9NLfvx/pvm+dsyG8vyz5m/7pXBr2WigAqrd2k1w6mHULm1AGCsKxkN7nejVaooAwNE0y7Ph/T/APib30P+ixfugkOE+Qccxk8e5zV7+zLv/oOX/wD3xb//ABqtGigDO/sy7/6Dl/8A98W//wAao/sy7/6Dl/8A98W//wAarRooAxNTtNQtNJu7m31m+eaGB5EUxwEMwUkDAj9atf2Zd/8AQcv/APvi3/8AjVaNFAGd/Zl3/wBBy/8A++Lf/wCNUf2Zd/8AQcv/APvi3/8AjVaNFAGd/Zl3/wBBy/8A++Lf/wCNVV1C01C2tkkg1m+djPDGQY4D8rSKrHiPsCTW3RQBnf2Zd/8AQcv/APvi3/8AjVH9mXf/AEHL/wD74t//AI1WjRQBnf2Zd/8AQcv/APvi3/8AjVH9mXf/AEHL/wD74t//AI1WjRQBiXdpqENzZRxazfMs85jkJjgO1fLds/6vjlQPxq1/Zl3/ANBy/wD++Lf/AONVo0UAZ39mXf8A0HL/AP74t/8A41R/Zl3/ANBy/wD++Lf/AONVo0UAZ39mXf8A0HL/AP74t/8A41VWS01BdWt7ZdZvjDJBLIzeXBkMrRgDPl9wzflW3RQBnf2Zd/8AQcv/APvi3/8AjVH9mXf/AEHL/wD74t//AI1WjRQBnf2Zd/8AQcv/APvi3/8AjVH9mXf/AEHL/wD74t//AI1WjRQBiR2moNq1xbNrN8IY4IpFby4MlmaQEZ8vsFX86tf2Zd/9By//AO+Lf/41WjRQBnf2Zd/9By//AO+Lf/41R/Zl3/0HL/8A74t//jVaNFAGd/Zl3/0HL/8A74t//jVLpbXIkvobqeS4EFwEjklVQzKY0b+EAHlm7VoUUAFZ2p/8hDR/+vxv/SeWtGs7U/8AkIaP/wBfjf8ApPLQBo0UUUAFZ3h3/kV9L/684f8A0AVo1neHf+RX0v8A684f/QBQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQBU1W5vLTS559MsDqF2i/ubbzVi8xs4ALtwo7k8nAOATgHG8Ba/qPiTwot/rUVrDerd3NvIlpu8seVO8YwW5PCdTjPoOlbl/cy2ljJPb2U99IgBW3t2jDyc9jIyr78sOlcX4GXxBong3U7e68MXcV/DPe3ltBPdW4W7aWaWWOMOkj7T8yglgACe+KALnjjxPrvh2fSzpOl20tlPe20F3eXU3CCWdYtkca8s+GJySFHH3jwJPiP4k1zwr4Ru9U8PaXb3sltDJPLLdzbIoERc5Kj5nY9AowOpLDAzR8fLruraJpdrp/hm9upxeWV9P5FxbBIfKnSR48ySoWbCnBA2njkdp/iEur638OL/TdK8O39xe6tYyQiETWym1ZlwBIWlA7/wF+h9qAOwhcyQRu2MsoJx9KzPEt/qunaJLPoOnR6he9FSacRRRjBJd25O0Y6KCScDjkizo9xPdaVDJd6fcadLja1vctGzrjjJMbuvPXhvyqLX7i6t9Gm+w6XdanNKpjENq8SsMg/MTK6LgfXPPSgCv4O1i48Q+CNF1m9SJLi/sYbiVYgQgZ0DEKCScZPcmsnW/E+u6d4/0LSYtLtk0fULlreS8mm3SysIJJf3aL90AoAWY5OSAuPmqDwi/iHQvhZplk3hi4Oq6ZbW1obOe7gQTY2I8iyI7jaBubDYJ24xyKZ4yGtXHi7w7PpvhjUb+20e9e5mnhntVWRWt5I8IJJlbIaQZyAODgnjIAvinxhqGneJrjSrTUNI0WO10z7ebrV4HlW6+ZgyxhZY8BAgLHLH94vAxk9VoOoT6t4c07UbyyewuLu1jnltZM7oGZQShyAcgnHIB46CuM8UaHeaj4lvJta8MXfifSp7KJbG3guYY/sMo3+Y2JJU2yHcuJUJYAEAjv1fhSy1PTfCOl2WvXJu9Rt7VI7iYyGQu4GCSxALH1YjJ696AMr4j+JNc8K+EbvVPD2l297JbQyTyy3c2yKBEXOSo+Z2PQKMDqSwwM9TC5kgjdsZZQTj6VynxMt9U1LwHqmj6Lo11qdzqVpLboYJYUWJiuAXMkicHP8O48dK04tT1f+ztLeHw7cI81ysF3Dc3MKPaRbWzMdjOr8hRtVs/NnjBFAGXquteI9B1jTZdQfS59N1HU1sVtYIJBPEH3bH80vtc/KCy+WuATgnbk5h8aX9x8R9Y8PDxH4b0kWN1bwWtpe2zSXN2JII5Dt/0hMnc5UYQ9utLD/b194/bVNf8J6pJBYzNBpCwz2bQQRt8rXL5nDmRhn+H5U4AJLE2fG8Os+KNC1fwtD4Ym23o8mHU5riA2qA7SJiN/mhkPIAj+8o5A+YAHcVx/jjxPrvh2fSzpOl20tlPe20F3eXU3CCWdYtkca8s+GJySFHH3jwOuiQxwojOXKqAWPVveuM+JEOr6hYWNho3h+91Ix39pevNBNboirFOrsv7yVW3bVOMDHI5HOADtTnB2gE9gTXIW+t+ILDxtpuja3Jpd2mp2884jsYJI5LPy9pyzM7eYh3bd21OcfLyQNltS1Z7rTlg0J1guoZXuZLi6jRrN1ClEZVLbtxLAlSQu3vkVyen6Jdz+MtL1HS/CL+EhFJLNq04lt1W/DIQIysDt5p8xg4eQKV2nGCxFAGnquteI9B1jTZdQfS59N1HU1sVtYIJBPEH3bH80vtc/KCy+WuATgnbk9fXn0P9vX3j9tU1/wAJ6pJBYzNBpCwz2bQQRt8rXL5nDmRhn+H5U4AJLE+g0AcfrfifXdO8f6FpMWl2yaPqFy1vJeTTbpZWEEkv7tF+6AUALMcnJAXHzV1lxI8NtLJFC88iIWWJCA0hA4UFiACenJArifGQ1q48XeHZ9N8Majf22j3r3M08M9qqyK1vJHhBJMrZDSDOQBwcE8Z6d9Q1JNWmhGiyPYpZCdLlLiPfJNuYGARkjBwFO4tt+bGeM0AY/gbxHrWvtrsXiKxtLG603UPsywWkjSBFMMcgDOcbmHmEEgAccDuaNh441DUvifFpFtbW39gTW1z5N0Qxlnmt3jWRlOceXukKDjJMbHOCKi8J2msvqviuPU9C1XRodau2uYLw3FqWiU28UWP3crkSZRiPlI4HPaq1n8PtT0fx34amsNa1OfR9L0+4t8yJZqIgWh2Q7UhUlWCHJAJG0YZc8gHo9cfD4n11viknh+80u2s9Klsrie3labzJ5jE8S7yB8qIfMOByxxk7eldhXCX39tyfFfTtUi8Lak+n2llcWL3IntAGMksRWQKZ92wCNicgN0+U0AdhqtzeWmlzz6ZYHULtF/c23mrF5jZwAXbhR3J5OAcAnAPI6R47vR8Lb7xRr9pbm8sZLuN7azYrG7RTPGqqz88lQMn1zgdK6N9T1SKfVd+gTyw2jRizNvcxM98GUFiFdlCbWJGGYZ25HUCuG0nw1rmqfC3XfDF/pFxo97czXc9tNeTQPE7S3DzRgmKR2GMqG47nGaAOhsNa8Qad4t0/RvFDadcLqtpLNbzWEDw+TLFtLxMGkfeCr5Djb9wjHzDHXVx1jDrXiDxbpWr6tos+iQaVazAw3M8UjzTyhAdvlSONiqrctgksMDrXY0AFZ2p/8hDR/wDr8b/0nlrRrO1P/kIaP/1+N/6Ty0AaNFFFABWd4d/5FfS/+vOH/wBAFaNZ3h3/AJFfS/8Arzh/9AFAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRWJ401S+0PwNrOr6SbcXen2Ut1GLmJpI28tS5UhWU8hSM54JB5xggG3RXF/DrxxJ4m+FOn+LPE0ljp7TiZrh1byoIwkzxg5djjhR1PWuq0/VNP1exW90q+tr61bO2e2mWRDjrhlJFAFqiuf8A+E/8G/afs/8Awluhedv2eX/aUO7dnGMbs5z2q94gl1C30C7uNHmtobuGIyI11A00Z2jJBVXQ8gYznjrg9KANKivM/gp498Q/Efw9ea3ro0yCGG6a0S2s7WRW3Kkb7y7SsMYfG3b2zntXplABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ2p/8hDR/+vxv/SeWtGs7U/8AkIaP/wBfjf8ApPLQBo0UUUAFZ3h3/kV9L/684f8A0AVo1neHf+RX0v8A684f/QBQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVzXxHIHwr8V5/6A15/6JeulqtqGm2Or2Eljqtlb31pLjzLe5iWSN8EEZVgQcEA/UCgD5h037afhT8Gwf8AkC/8JC/2/P3N320+Xu9tvm9a6eazudR8Y/GW0tNRXTdJks4xJduxEEc/lDdkj1G8NjJ56HgV7bb+GdBtNIl0m10TToNOmJaWzjtI1hcnGSUA2noOo7CqOteE7e48C6j4d8OwWGkJdQPFGqWaGFC3UmLG0/l70AeLeC7a28QeLPh4LfUdI09/DFiYZvL1W2llv3K4xEkUjNtPJO8KfmbjNe966QPDuoknAFrLz/wA15HafAPTDdWbjw3pehy2txFP9vstau7uVtjhiojkRFXdjGcnGeAa9h1LS9P1ixey1extr+1cgtBdQrKjEHIyrAg4NAHjX7Kzqnwq1MuwULrMpJJxgeRDzXrfh/X7PxLpz6hpcizWYuJYYpkbcsvlsULA+m5Wx6gA96z/APhXHgf/AKE3w/8A+CuD/wCJrb0/TbHSLCOx0qyt7G0iz5dvbRLHGmSScKoAGSSfqTQBZooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACs7U/+Qho/wD1+N/6Ty1o1nan/wAhDR/+vxv/AEnloA0aKKKAP//Z)
Figure 8: L-W Relationship of Oreochromis niloticus.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADODkAAJKSAAIAAAADODkAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDk6MDQAMjAxNzowOTowNiAxNjowOTowNAAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA5OjA0Ljg4NTwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCADKAX0DASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6NnuIbWBprmVIYl+88jBVH1Jql/wkWi/9Biw/8Ck/xo1z/kHxf9flr/6UR1o0AZ3/AAkWi/8AQYsP/ApP8aP+Ei0X/oMWH/gUn+NZ03jGK11m3s77SNUtLa7uvslvqM0cYgkl5wuN/mLkqQGZACcYOCpOlrmtWnh/SZNQvy/lqyokca7nlkdgqRqO7MxAH15IHNACf8JFov8A0GLD/wACk/xo/wCEi0X/AKDFh/4FJ/jWZa+ONPZNW/ti2u9Dm0iBbm7gvxGWWBgxWUGJ3VlOxxwxIKkEDIy7R/GEOp6wml3elajpF3NbG7tkv1i/0mIEBipjdwCpZMq21vmHHXABo/8ACRaL/wBBiw/8Ck/xo/4SLRf+gxYf+BSf41o0UAZ3/CRaL/0GLD/wKT/Gj/hItF/6DFh/4FJ/jWjRQBnf8JFov/QYsP8AwKT/ABo/4SLRf+gxYf8AgUn+NaNFAGd/wkWi/wDQYsP/AAKT/Gj/AISLRf8AoMWH/gUn+NaNFAGd/wAJFov/AEGLD/wKT/Gj/hItF/6DFh/4FJ/jWjRQBnf8JFov/QYsP/ApP8aP+Ei0X/oMWH/gUn+NaNFAGd/wkWi/9Biw/wDApP8AGj/hItF/6DFh/wCBSf41o0UAZ3/CRaL/ANBiw/8AApP8aP8AhItF/wCgxYf+BSf41o0UAZ3/AAkWi/8AQYsP/ApP8aP+Ei0X/oMWH/gUn+NaNFAGd/wkWi/9Biw/8Ck/xo/4SLRf+gxYf+BSf41o0UAZ3/CRaL/0GLD/AMCk/wAaP+Ei0X/oMWH/AIFJ/jWjRQBnf8JFov8A0GLD/wACk/xo/wCEi0X/AKDFh/4FJ/jWjRQBnf8ACRaL/wBBiw/8Ck/xo/4SLRf+gxYf+BSf41o0UAZ3/CRaL/0GLD/wKT/Gj/hItF/6DFh/4FJ/jWjRQBnf8JFov/QYsP8AwKT/ABo/4SLRf+gxYf8AgUn+NaNFAGd/wkWi/wDQYsP/AAKT/Gj/AISLRf8AoMWH/gUn+NaNFAGd/wAJFov/AEGLD/wKT/Gj/hItF/6DFh/4FJ/jWjRQBnf8JFov/QYsP/ApP8aP+Ei0X/oMWH/gUn+NaNFAGd/wkWi/9Biw/wDApP8AGj/hItF/6DFh/wCBSf41o0UAZ3/CRaL/ANBiw/8AApP8aP8AhItF/wCgxYf+BSf41o0UAQ2t5bX0RlsriK4jB2l4nDjPpkVNWdpn/IQ1j/r8X/0nirRoAztc/wCQfF/1+Wv/AKUR1o1na5/yD4v+vy1/9KI60aAPLvEesadf+KtIm0fxKNa1K31iJE8NzeX/AKPyY5ZPLRVlRo13vulLqMHjJUjT8e61Z3Fr/oszynw1rNhc6siRvmCLKuWPGGUIwckZAAJPSu+ooA8i8Wn/AITKXxVqPhMjVbaDQI7VbixbzVuJRM0rRRspIdggHA7uB3roIdc0vxl8QvDt54avINSttOs7qa6uLZxIkHmiNUjYg4V2wx2nnCHpXe0UAFZOprdWhS7i1G42tcwoYCkWza8qoR9zd0Y961qztc/5B8X/AF+Wv/pRHQBo1V1S9/s3SLy+MfmC1gebZnG7apOM9ulWqy/FAz4Q1gDk/YZ//RbUnsXTSc0n3OB/4XOf+gAP/A3/AO112ng/xP8A8JXpEt99k+yeXOYdnmb84VTnOB/e/SvnrI9RXsnwedT4UvEDAsL5iVzyAY0wf0P5VyUaspSs2e9j8FQo0HOnGz9Wd/RRRXYfPBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBnaZ/yENY/6/F/9J4q0aztM/5CGsf9fi/+k8VaNAGdrn/IPi/6/LX/ANKI60aztc/5B8X/AF+Wv/pRHWjQBwWv2r6P4u8PnSdV1SbVtR1MtNby30kkL2gDGbMOfLRUBUBlVTu2ckk52PiFZ6vf+CLu38OLdNftNblVs7n7PK0YnjMoWTcu0mMOPvDPTvVHT/CXiLT/ABVqGtHX9LupL6YbmuNIkaWK2U/LbxuLkKqgZP3OWYsQSa2LrTfEDTajLY+IYovOmieyin09ZI7VFUCRGw6tIHILZ3KVyAOByAcdc+JYNB8GeKv7Hh1nTda02FGe31u7e8eIyDEUqs0sqMmc/dbGUIIyK04LObwr8QNEsbTU9Ru7PVrS4S6iv76S5zLEEZZU8xmKEhnBVcKcjjgVabwEmp22ut4m1D7be63apZzTWkP2dIIkDbBEjM5UhnZ8szfMfQACzpPhnU01u21bxLrMOqXVlatbWv2azNsihypkd1Mj7nOxRkEADPHNAHTVia3qELJHahLnzPttsNxtpAnE6H7+3b+tbdZ2uf8AIPi/6/LX/wBKI6ANGiiigBssUc8LxTIskbqVZGGQwPUEV5Fq+nX/AMMvEyatpAaXSbltrRk8AdfLY+vdT/8AXz6/Ve/sLbU7CazvohLBMu10P+evvWc4cy03OrDYj2MmpK8XuiLSdWtNb0yG/wBPk8yGUZHqp7gjsRV2vH4JdQ+FfiowTl7jRbtsg+o/vD0de47j8Met2tzDe2sdzayrLDKoZHU5DA0QnzaPdDxOH9k1KDvF7P8ArqS0UUVocgUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFZepeJdF0jI1HU7aFh1QuC//AHyOf0rk9S+L+jW2V061uL1h0YgRofxPP6VEqkY7s6KeFrVfgi2dD4n8Yaf4U+y/2jDcy/ad+zyFU424znLD+8Kwf+FwaBnmz1Ie/lR//F15/wCMPE+p+J2s5tQ08WdvGJPs5Ct8+du75jwcYXp61zJ6GuWdeXN7ux72Hyuk6a9qve66n1HRXlX/AAknxI0j/j/0g3ajqxtt/wCsRxUsHxhkgk8rVtDeNh1McuD/AN8sP61v7aPXQ8l5dXesLS9Gj1CiuKs/iv4aucee9zaH/prDkf8Ajua3bPxZoF/j7LrFmxPRWlCsfwODVqcXsznnhq0Pig/uNiiuQ1n4laNomrTafcQXk0kO3c8CIyHKhhglh2IpdD+JGka/rMGm2ltexzT7trSogX5VLHOGJ6A9qPaRva4/qlfk5+V23+R11FFFWcwUUUUAFFFFAGdpn/IQ1j/r8X/0nirRrO0z/kIax/1+L/6TxVo0AZ2uf8g+L/r8tf8A0ojrRrO1z/kHxf8AX5a/+lEdaNAGFH4z0OTWY9LFzMs8szQRSSWkyQSyrnciTFBG7Da3CsT8pHY1qalqVppGnTX+pTrb20C7nkbt2AAHJJJAAHJJAHJrk9TlPjLxfZ6ZpwDaZoF8t1qF52a5QZjtkPcgsGc9FwF6khWfETUbJrDT1F1bvHp+v6cdRQOrfZ1aVSvmDquSyEZ9QelAHQaZ4r0bVob2S2unh/s8A3cd7BJayQKV3B3SVVYKQCQxGDtbB4OGaN4v0XX71rPTricXKwi4WK5tJrZpIiceYglRd6ZwCy5AyuTyM+e/EpTPqXjKSzUutt4XhW9KjIA8+R8MMckRiQ464PTnnqtSkt7z4oeE2sGWQpp97OzRHgQMIgpOB0Lbcc/w+3AB2dZ2uf8AIPi/6/LX/wBKI60axNbjvwkbNc2xtfttt+6FuwfHnpj59+Ov+zQBt0UUUAFFFFAGdr2h2fiHSZbC/TKPyrj70bdmHvXmvhvWr34e+IX8P+IWJ0+Rsxzfwpno6/7J7jsfxz63WD4t8LWvirSDby4juY8tbz45RvQ+x7ispwb96O53YavGKdGrrB/g+6N1WDKGUgqRkEdDS15h4F8U3Oh6kfCnibMTxN5dvJIfunshP90/wn8PSvT6qE1NXMcRQlQnyvbo+6CiiirOcKKKKACiiigAooooAKK5/WfHGgaHuW7v0kmX/ljB+8fPoccD8SK4y5+J2ta3O1r4S0d8njzGQyuPfA+VfxyKzlUjHS510sHXqq6Vl3eiPQPEtw9r4V1WeKUwyR2crI6tgq2w4IPrnFeCf8JNr/8A0HNS/wDAyT/Gu1Pw98W+I0a48R6qI32kxwyOXw2OBhflUfTP0ql/wqDxB/z96b/39k/+Irmqc83dI9jB/VcPFxnNNkPh7xn4v/s97HSrebU5WlLG5mV52QEAbck4A4zz61q/8Ir8QPEXOs6obOFusbTYGP8Acj4/Oux8B+G7zwvoc1nqEsEksly0oMDEqAVUdwOflrpq1jSbiuZs46+NjCo/Ywj62ueeab8H9Jgw2p3txeMOqpiNT/M/rXW6b4V0PSMHT9Lt4nHSQpuf/vpsn9a1qK1jTjHZHDUxVer8cmVb3S7DUgg1Gxtrvy87PPhV9ueuMjjoKqjwvoAORoemg/8AXpH/AIVqUVVkzFVJpWTYVHPbQXUey5hjmT+7IgYfrUlFMhOxgXngbwzfZ87R7ZSe8IMX/oOKwbz4Q6DPk2s95ansA4dR+BGf1rvaKh04PdHTDF14fDNnzj4l0UeHvEV1pazmcQFcSFdudyBumT64rU+G/wDyULTP+2v/AKKeva7rQdIvrhp73SrK4mbG6SW3R2OBgZJGaLXQdHsrhZ7PSrG3mXO2SK3RGGRg4IGawVBqV0z1JZrGdF05Rd2rX87F+iiiuo8IKKKKACiiigDO0z/kIax/1+L/AOk8VaNZ2mf8hDWP+vxf/SeKtGgDO1z/AJB8X/X5a/8ApRHWjWdrn/IPi/6/LX/0ojrRoAwv+EF8Jf2h9u/4RbRftnm+d9o/s+LzPMznfu253Z5z1zWi+kabJ9u8zT7Vv7RXbe7oVP2kbdmJOPnG35ec8cdK5WPVPEsXxgh0zUbuzGkXWnXU9vZ20WWHlyQqrySNyWPmN8qgKOB8x5rR+IV5q9h4Iu7jw410t+s1uFaztvtEqxmeMSlY9rbiIy5+6cde1AGzpej6ZodobTRdOtNOtixcw2kCxIWPU7VAGeBz7VFpHh7RdAWVdB0ew0xZiDKLK2SEOR0ztAzjJ6+tcj/wl8Ok+CfEWp2Gu3+uX2mIN1vrFotrLbyMo8sPEsMThW3KcleRnBq5Zz654f8AGulaXqmtT61aavaTEtcQRRtbzxbW+Qxoo2MrNw24gquD1yAdnWdrn/IPi/6/LX/0ojrRrE1vU7B0js1vbZrr7bbDyBKu/InQn5c56UAbdFFFABRRRQAUUUUAcj488Fx+J9P8+0Cpqduv7p+nmD+4T/I9j9TWd8PfGkl6f7B10tHqVvlI2l4aUDqpz/EP1/Ou/ryb4u2MFjq+manZqYLufzPMkjO0kps2tx3G7r7D0rCouR86+Z6mEksQvqtT5Ps/8j1mivnD/hJ9fHI1zUuP+nuT/GvRLv4y2anbp+k3ExPAM0gT9BupRrxe+hVXKq8GlD3r/wBdT0uivKv+E58catxpOgeUh6OLZ2/8eY7f0o/sf4m6v/x9agbJW/6brHj/AL9jNV7VPZNmX1CUf4k4x+Z6nJLHCheV1RR1ZjgCvEvHPiXUV8aXy6VrV0tovliMW12wjH7tc42nHXP41ux/CO+vHEmta+ZG77UaQ/8AfTEfyqnf/B7UlvXGlXtq1rxsNy7B84GchUI65/Cs6jqSWisdmDWEoVG5VL6dtDnNH8ZeIbHVoZ0vrzUGG4C2nnkkRyVIGVzzgnP4V1H9jeP/ABjzqly2m2b9Y3PljHpsXk/8Cq54S+G+saD4ps9SvbmyeGDfuWKRyxyjKMZUDv616bSp0pNe82GLxtOE06EU3bexw2jfCjQ9P2vqBk1GUf8APQ7E/wC+R/Umu0trS3soFgs4I4Il6JEgVR+AqWiumMIx2R5FWvVrO9SVwoooqjEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAztM/5CGsf9fi/+k8VaNZ2mf8AIQ1j/r8X/wBJ4q0aAM7XP+QfF/1+Wv8A6UR1o1na5/yD4v8Ar8tf/SiOtGgDirzSfFU3xKstdi0/R/sNpbT2QDanKJXjkkjbzNv2cgMBH9zcQc/eGK2rpvFSTai9lDo88SzRGwimlliZ49o80SuFba27dtKqRjGR3Gmb+zXUV09ruAXrxGZbYyDzGQEAuF67QSBnpzUs88VtbyT3MqQwxKXkkkYKqKBkkk8AAd6AOHuvAt/4ih8S3Gvz21hea3ZRWUUdkzTx2qxb2RyzKhlbe5YjaowAvqxv6bo2v6h4l0/WfFSadbPplrJDBDp9w84lkl275GZ40KgBMBQD945PFb2la3pWvWrXWh6nZ6lbo5jaWzuFmRWABKkqSM4IOPcUzSvEOi66066HrFhqTWxAmFncpMYic43bScZ2nr6H0oA0aztc/wCQfF/1+Wv/AKUR1o1na5/yD4v+vy1/9KI6ANGiiigAooooAKKKKACuM+IPg+/8VjT/AOzpraM2vmb/AD2YZ3bcYwp/umuzoqZRUlZmtGrKjNThujxn/hUGvng3em4/66yf/EV65aaXYWAAsbG2tsf88YlT+Qq1RUwpxhsbV8ZVxCSm9gooorQ5AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAztM/5CGsf9fi/+k8VaNZ2mf8hDWP8Ar8X/ANJ4q0aAM7XP+QfF/wBflr/6UR1o1na5/wAg+L/r8tf/AEojrRoA8+/sTTtL+PFhdWNqsdxqGkX011MSWeZvNtgMsSTgDgDoBwAK0fiSQ2j6PbzAG1uNcsYrkMcKyGZThvYsFHPXOO9XpvA2iT+IV1yX+0jqCElJRq92AgLBmQIJdoQlVygG04HFWLnwhoV5/bH2rT1l/toxtfbpH/etGoVGHPyMoVcFcEEAjkZoA88+JDGz1fxjJYsYzP4Xg+2+WcZ/fyIGYg5B8syDPHA/LqdTt7e1+KfhI6eqROdPvYGWMAZt1EJUf7ofZj6/nu6f4W0fTrS8torRriO/G27N9NJdvcLt27XeVmZlwSNpOBk8cmmaJ4S0fw9MZtNhnMpiECyXV5NcukY5CI0rsUXP8K4HA9BQBtVia3JflI1a2tha/bbb96Lhi+PPTHybMdf9qtus7XP+QfF/1+Wv/pRHQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAZ2mf8hDWP+vxf/SeKtGs7TP+QhrH/X4v/pPFWjQBna5/yD4v+vy1/wDSiOtGs7XP+QfF/wBflr/6UR1o0AeeyeN9dXSR4qSPTz4dGo/ZWtDE/wBpMHn+QZxMH253fPs8v7vG7PNbvxC8RXXhTwRd6vYvaxzQzW8YkvFLRIJJ442ZgGU4CuT94dK5eHw54hXwwfA7aU62g1Iv/bHnx+Q1p9p8/wC6H83zSvyEbNu7J3bea7K61fW7ebUfK8NS3UNtNEtsYLyISXkbKC7qrlQpRiRhmGdpIPQUAZMfi5rDwPqviK41rR/EsNmjNG2jR+SjOB/qyxmlGSSvORjPQ0+w1rxBp3i3T9G8UNp1wuq2ks1vNYQPD5MsW0vEwaR94KvkONv3CMfMMYl94N1bxPH4xvTZLocmuWVvb21rcyIztLCGIlnMRdRksqfKzHYgPX5RsWMOteIPFulavq2iz6JBpVrMDDczxSPNPKEB2+VI42Kqty2CSwwOtAHY1na5/wAg+L/r8tf/AEojrRrE1vTLBEjvFsrZbr7bbHzxEu/JnQH5sZ6UAbdFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdpn/ACENY/6/F/8ASeKtGs7TP+QhrH/X4v8A6TxVo0AZ2uf8g+L/AK/LX/0ojrRrO1z/AJB8X/X5a/8ApRHWjQBnHxDoq64NFbWLAaqwyLA3KeeRt3f6vO77oz06c1ennitreSe5lSGGJS8kkjBVRQMkkngADvXkWyOb4GfbXAGonXPtIk6uLv8AtLAPJ+9nC+w49q7D4kkNo+j28wBtbjXLGK5DHCshmU4b2LBRz1zjvQB0Wla3pWvWrXWh6nZ6lbo5jaWzuFmRWABKkqSM4IOPcUzSvEOi66066HrFhqTWxAmFncpMYic43bScZ2nr6H0rzP4kMbPV/GMlixjM/heD7b5Zxn9/IgZiDkHyzIM8cD8up1O3t7X4p+Ejp6pE50+9gZYwBm3UQlR/uh9mPr+YB2lZ2uf8g+L/AK/LX/0ojrRrC1+9nW3WMaZdMi3duRKGi2tiZCAMvnnoMgcnnA5oA3aKzv7Tu/8AoB3/AP33b/8Ax2j+07v/AKAd/wD992//AMdoA0aKzv7Tu/8AoB3/AP33b/8Ax2j+07v/AKAd/wD992//AMdoA0aKzv7Tu/8AoB3/AP33b/8Ax2o21uZbpLdtFvxLIjSKu6DlVKgnPmerL+dAGrRWd/ad3/0A7/8A77t//jtH9p3f/QDv/wDvu3/+O0AaNFZ39p3f/QDv/wDvu3/+O0f2nd/9AO//AO+7f/47QBo0Vnf2nd/9AO//AO+7f/47UcGtzXMZkg0W/ZQ7Rk7oB8ysVYcydiCKANWis7+07v8A6Ad//wB92/8A8do/tO7/AOgHf/8Afdv/APHaANGis7+07v8A6Ad//wB92/8A8do/tO7/AOgHf/8Afdv/APHaANGisqfW5raMST6LfqpdYwd0B+ZmCqOJO5IFSf2nd/8AQDv/APvu3/8AjtAGjRWd/ad3/wBAO/8A++7f/wCO0f2nd/8AQDv/APvu3/8AjtAGjRWd/ad3/wBAO/8A++7f/wCO0f2nd/8AQDv/APvu3/8AjtAGjRWU2tzLdJbtot+JZEaRV3QcqpUE58z1ZfzqT+07v/oB3/8A33b/APx2gDRorO/tO7/6Ad//AN92/wD8do/tO7/6Ad//AN92/wD8doA0aKzv7Tu/+gHf/wDfdv8A/HaP7Tu/+gHf/wDfdv8A/HaANGisqDW5rmMyQaLfsodoyd0A+ZWKsOZOxBFSf2nd/wDQDv8A/vu3/wDjtAGjRWd/ad3/ANAO/wD++7f/AOO0f2nd/wDQDv8A/vu3/wDjtAGjRWd/ad3/ANAO/wD++7f/AOO1HPrU1rbSXFxo1/HDEheRy0B2qBknAkz09KANWiiigAooooAztM/5CGsf9fi/+k8VaNZ2mf8AIQ1j/r8X/wBJ4q0aAM7XP+QfF/1+Wv8A6UR1o1na5/yD4v8Ar8tf/SiOtGgDBTwToEetNqiWUgna4+1mL7TL9n8/HMvkbvK39923O75s55qS58IaFef2x9q09Zf7aMbX26R/3rRqFRhz8jKFXBXBBAI5Ga2qKAMjT/C2j6daXltFaNcR3423ZvppLt7hdu3a7yszMuCRtJwMnjk0zRPCWj+HpjNpsM5lMQgWS6vJrl0jHIRGldii5/hXA4HoK2qKACorm2ju4hHMCVWRJBg45Rgw/VRUtFABRRRQAUVk3/inRNM1+w0O91KGPVNQz9ms8lpHGGO7aM7V+RvmOBkEZzWtQAVE1tG15HdEHzI43jXnjDFSf/QBUtFABRRTXdIo2klZURAWZmOAAOpJoAdRWJpPi/Rtb1A2NlNcJdeV56xXdlNbGWPOC6eai71BIyVyBkeorboAKitraO0iMcIIVpHkOTnl2LH9WNS0UAFFFUdW1my0W2Sa/aXEj7I47e3knlkbBOFjjVmbABJwDgAk8A0AXqKo6PrNhr2nLfaVP50BdoySjIyOpKsrIwDKwIIIIBFXqAIrm2ju4hHMCVWRJBg45Rgw/VRUtFFABRRWT4i8UaN4T09L3xBfLZwSSiFGKM5dzkgBVBJ4BPTgAk8CgDWooooAia2ja8juiD5kcbxrzxhipP8A6AKloooAKKRmCIWY4VRkmsLQfGmj+JjEdG/tCWKaPzYriXSrqGF19RJJGqHPbnntQBvUUUUARW1tHaRGOEEK0jyHJzy7Fj+rGpaKKACiqup6pZaNps2oapcpbWsIBeRzwMkAADqSSQABySQBkmotJ1i21q3eazivY1RthF5YzWrE4zwsqKSOeoGKAL9RXdtHeWc1rOCY542jfBwcEYP86looAKKKKACiiigDO0z/AJCGsf8AX4v/AKTxVo1naZ/yENY/6/F/9J4q0aAM7XP+QfF/1+Wv/pRHWjWdrn/IPi/6/LX/ANKI60aACiiigAooooAKKKKACiiigDhvGtnbQ+MPBl1FbxR3FxrgE0qoA8gW0uAu49TjJxnpmu5rG1Pwd4Y1q9N5rHhzSdQumAUz3VjFK5A6Dcyk1roiRRrHEqoiAKqqMAAdABQA6iiigAoJCgliABySe1FNlijnheKaNZI5FKujjIYHggjuKAOM0gt4w8bweKYBt0XTLWa102XvevKyebMP+mYESqp/i+Zh8u0ntaxNP8FeFdIv477SvDWj2N3Fny7i2sIo5EyCDhlUEZBI+hNbdABRRRQAVR1WS58hbbTb+ysr+c/uDeQmZWxywEYkQtxno3HWr1U9U0fTNctBaa1p1pqNsGDiG7gWVAw6HawIzyefegDl/hszR22v2Vxie8tNZnW7vo3Bju5WVHLqMDZgMqFOdpTG5sZPaVXsNPs9LsY7LTLSCztYgRHBbxiNEBOeFAAHJJqxQAUUUUAFeO/FYavJa+I73UfD1/NZ21rHbaZcRTWxgjVmRpZmVpQ4djhPuHCpwfnavYqhu7O2v7V7W+t4rm3kGHimQOjDryDwaAC0mkuLOKaa2ltJHUM0ExUvGf7pKMy5HsSPepqKKACiiigCO5aJLWVriRYoghLuzABVxyST04rgNLtLrwJr/hTw3peuXWraTexS24tLxIC9tFFEXWVHiRCVBCod+7PmLgg9fQmVXQq6hlYYIIyCKzdI8M6DoDytoOiadpjTACQ2VokJcDpnaBnGT19aANOiiigAooooA4f4mrcOvhZIb1rGB9fgWe5VFYx5jlCEBwVz5mzBIIDbTg9Db8I6hqTeJvEei32pyavb6ZJb+RezRxrIGkjy8LmJVQlSA3Cg4kXOa6a9sbTUrKWz1G1hu7WYbZIJ4w6OPQqeDTNN0vT9HsVstIsbawtUJKwWsKxIpJycKoAGTQBaooooAKKKKACiiigDO0z/AJCGsf8AX4v/AKTxVo1naZ/yENY/6/F/9J4q0aAM7XP+QfF/1+Wv/pRHWjWdrn/IPi/6/LX/ANKI60aACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACsu/8UaBpWoxafqmuabZXswUx21zdxxyOGOBhWIJyQQPetSvPPjB4OHjjwtPpccYkvI7Ke5s+MkTI0RAH+8Mr9GNAHb6nq+m6JZm71nULXT7YMFM13MsSZPQbmIGadp2p2GsWKXuk3ttfWkmQk9tKskbYODhlJBwQR+FfPfjTxYfiB+zHJrMsrPLZQ29vdAjrd+fGrsfQ7VDD2m7dK7641/Vf7W8AeEtKvZdLi1TTWuLm9gijeXbFACETzFZBknJJUnpjFAHqFFeD3nxG8X3Hw38LanaaqlpqcniUaJeTfY42ivF3OPMZCMqTsGQjLyWxjjFm88UeI7z4bfE23uNcuWn0C8ntrW+WOKOdogo+ViiBc9fmVQeTgg4IAPYJ9e0i2vLS0udVsobm+GbWGS4RXuB/sKTlvwzV+vCNbsbpLD4NxJqUslw9xGY7meKNmiVoEO1QqqMAcDIPQZ3d9DTvF/jzVvhHq97o0kmpaxpmuS2rSwwxC5ktY3BYomzy2l2naPk5HQFsZAPZ6K5r4fa7B4k8E2epW2qXOqLK0mZ7y3SGZT5jfu5EQBQyDCkqMHbkda6WgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAM7TP+QhrH/X4v8A6TxVo1naZ/yENY/6/F/9J4q0aAM7XP8AkHxf9flr/wClEdaNZ2uf8g+L/r8tf/SiOtGgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArNuNAsbrXrfWJWvBeWyGOPZfTpFtJyQYlcI2TjOVOcD0GNKigDl9Q+G/hXU/D50K601/wCy2uHuXtIbuaJHkd97FgjjcN3IByBxgDAqebwJoE+l6fYS290Y9MYtZTf2hcC4t8gghZw/mAEHGN2MYGMAV0NFAHK3vw08J32haVo02ltHp+juJLGC3upoBC4/jyjgs+cncSTkk5ySTLa/D3wxZx61HDpztHrxY6kk11NKtwWzkkO5Cn5jyuD09BXS0UAcq/w18LSf2RusLjOitusGF/cBoTxzkSZY4VR82eAB0GKXTvhx4Z0jTZ7DTLS7toJ7o3khj1K5D+cVKmQSeZuDEHBIIz3rqaKAKGiaHp3h3SYtN0a2FtaRFiqbmYksSWJZiSxJJJJJJq/RRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdpn/IQ1j/r8X/0nirRrO0z/kIax/1+L/6TxVo0Af/Z)
Figure 9: Condition Factor for Hemichromis fasciatus.
![](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD/4RD4RXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAISodpAAQAAAABAAAIWpydAAEAAAAeAAAQ0uocAAcAAAgMAAAAPgAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFBoYW5lZW5kcmEgUkRKAAAABZADAAIAAAAUAAAQqJAEAAIAAAAUAAAQvJKRAAIAAAADNTUAAJKSAAIAAAADNTUAAOocAAcAAAgMAAAInAAAAAAc6gAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADIwMTc6MDk6MDYgMTY6MDk6MTUAMjAxNzowOTowNiAxNjowOToxNQAAAFAAaABhAG4AZQBlAG4AZAByAGEAIABSAEQASgAAAP/hCyFodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIi8+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iPjx4bXA6Q3JlYXRlRGF0ZT4yMDE3LTA5LTA2VDE2OjA5OjE1LjU0NTwveG1wOkNyZWF0ZURhdGU+PC9yZGY6RGVzY3JpcHRpb24+PHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9InV1aWQ6ZmFmNWJkZDUtYmEzZC0xMWRhLWFkMzEtZDMzZDc1MTgyZjFiIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iPjxkYzpjcmVhdG9yPjxyZGY6U2VxIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+PHJkZjpsaT5QaGFuZWVuZHJhIFJESjwvcmRmOmxpPjwvcmRmOlNlcT4NCgkJCTwvZGM6Y3JlYXRvcj48L3JkZjpEZXNjcmlwdGlvbj48L3JkZjpSREY+PC94OnhtcG1ldGE+DQogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIAogICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAKICAgICAgICAgICAgICAgICAgICAgICAgICAgIDw/eHBhY2tldCBlbmQ9J3cnPz7/2wBDAAcFBQYFBAcGBQYIBwcIChELCgkJChUPEAwRGBUaGRgVGBcbHichGx0lHRcYIi4iJSgpKywrGiAvMy8qMicqKyr/2wBDAQcICAoJChQLCxQqHBgcKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKir/wAARCAD5AYgDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD6RrMj8QWMsayRLeyI4DK6WE5DA9CCE5FadZ3h3/kV9L/684f/AEAUAH9uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RR/blp/zxv/APwXXH/xFaNFAGd/blp/zxv/APwXXH/xFH9uWn/PG/8A/Bdcf/EVo0UAZ39uWn/PG/8A/Bdcf/EUf25af88b/wD8F1x/8RWjRQBnf25af88b/wD8F1x/8RTZPEFjFG0kq3saICzO9hOAoHUklOBWnWd4i/5FfVP+vOb/ANANAGjRRRQAVneHf+RX0v8A684f/QBWjWd4d/5FfS/+vOH/ANAFAGjRRRQAUUUUAFFFFAATgEnPHoM1y/hTxlL4n1rWbKTRbvS007yGiN4Qss6SqSGaPrH90/KTuxjIU8DqCcAk549BmuA8LavHc/E3xFMLDWIYdSjtFtZrnR7qCNzFHJvyzxgLjI+8RkkAZoA67V59ahWL+wdPsL1iT5ovb57YKO2NsMm7v1x+Nc3p/j+ebwpe6xqOjqkkWpNptpb2F154vpRIIh5bukfBk3LkjACk5xVvXPEOpTeB7+60HSdRj1R5XsbSG4tmDCUyeUsxAziIf6zd/cGfasjxf4Qis/h5omlWNjNqVjot5ayXFoil3urdDtlyg5kJVmYrzuIIwc4IB2OkzazNFIddsLGycEeWtnevchh3JLRR4/I1oVwngTTIbXxTr97oOky6N4duIrZILV7NrNZLhA/mypAyqUBDRqSVBYp3ABPdMoZCpzgjHBwfzFAC0VjTWSafqemNbTXf725aN1lu5ZFZfJkbGGYjqoP4Vs0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ3iL/kV9U/685v/AEA1o1neIv8AkV9U/wCvOb/0A0AaNFFFABWd4d/5FfS/+vOH/wBAFaNZ3h3/AJFfS/8Arzh/9AFAGjRRRQAUUUUAFFFFABRQRkEAkZ7jtXn/AIE0eLRPiH4yto7m7u3ZLCSW5vJjLLM5jfLMenYcABQAAAAMUAegUVi+KNN8OXWky33izTNPvrTT4nnLX1skoiUDLEbwccD9K4LS7q3+HPwsgu/L0/Q9S8SX5ljSZUgt7OSfLKGHChYoVGRkbjHgcsKAPV6K8w+C0uh20firS9C1aDUEh1ppVdbpZpJkNvAPOYgnducPluhYN6V6cxKoSFLEDO0dT7c0AZ+p/wDIQ0f/AK/G/wDSeWtGsO5vJ7jVdISXTrm1UXbHfM0RB/cS8fK7HP4dq3KACiq2oaha6XYy3l9KsMEQyzH+Q9T7Vj+GPGen+J/NjgVre4jJPkyEbmTPDD19/T9atU5OLkloiXOKlyt6nQ0UUVBQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ3iL/kV9U/685v/QDWjWd4i/5FfVP+vOb/ANANAGjRRRQAVneHf+RX0v8A684f/QBWjWd4d/5FfS/+vOH/ANAFAGjRRRQAUUUUAFFFFAARkEAkZ7jtXMaN4Lk0fxJca0fE2sX012EW6iuUtRHOEVlTOyBSNu4n5SMnGc9K6cnAJOePQZrl/CnjKXxPrWs2Umi3elpp3kNEbwhZZ0lUkM0fWP7p+UndjGQp4ABPd+DrbUPDc2h6hqWpXVrPdfaJmnnDvIvm+Z5BJX/Vfwbf7ny5roaztXn1qFYv7B0+wvWJPmi9vntgo7Y2wybu/XH41iaB4q1rX/D17fW2hWn2qG/ksoETUi0E4jbY8vmmIEKGDjhGJ28cHgA2dH0G10S41Sa1kmdtUvWvphIQQrmNEwuAMLiNeuTknmtOsHw14im1qfVLHUbFLHUtJuVt7qGKfz4zujWRGRyqkgq46qCDkY7neoAztT/5CGj/APX43/pPLWjWdqf/ACENH/6/G/8ASeWtGgDh/iV4d1HWLCK60+WSVLUEvZj+L/bHqwHb06e/mXhor/wk9gHvmsAZh/pC9U//AF9OeOea+ha5Lxr4Mg13RidPgjivrfc8WxQokycsp+p5z6/U16OGxSjH2U9u5xV8O3L2kdzraK4b4d+LG1O1Oj6oxXULQYUvwZEHHP8AtDof/wBddzXFUpypycZHVCanHmQUUUVmWFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRVbUNQtdLsZby+lWGCIZZj/Iep9q4nSvirp9xe3KarEbO3BzbyAFyR6MBnnvxx29zrCjUqJuKvYzlVhBpSZ39FefX/wAXNNhyum2FxdN2aQiNT/M/pWf/AMJR4917jSNLNpG33ZFhx/49Jx+VarCVbXlovMzeIp7LX0PUSQASTgDqTWFq3jPQtIhkafUIZZVBxDC4d2PpgdPxxXFj4feKdbIbxBrexD/AZGlI/wCA8KPwNbNj8KNCtlzeSXN4/fc+xfwC8/rVezoQ+Od/T/MXPWl8Mbepyln8TdUj8SPfXfz2Mh2taKeEXsV/2vfv+WPW7C+t9TsIbyykEsEy7kYd/wD69eb2fwpkXxIy3k4fSYzvVgcPL/sH09z+Xt6bBBFbQJDbxrHFGoVEUYCgdhVYt0Xb2ZOHVVX5x9FFFcJ1hWd4i/5FfVP+vOb/ANANaNZ3iL/kV9U/685v/QDQBo0UUUAFZ3h3/kV9L/684f8A0AVo1neHf+RX0v8A684f/QBQBo0UUUAFFFFABRRRQAE4BJzx6DNcB4W1eO5+JviKYWGsQw6lHaLazXOj3UEbmKOTflnjAXGR94jJIAzXf0UAcrrniHUpvA9/daDpOox6o8r2NpDcWzBhKZPKWYgZxEP9Zu/uDPtS30g+Hnw9gt9F0y81VrGGO2t7e3heV5G4G99is2M5ZmAJ64BJAPU0UAcl8P0tItPvdj6jcalcT/atRu77TLiz8+Vxj5BMi/IoUKFGdqqueTk9YyhkKnOCMcHB/MUtFAGHc6bBZ6rpEkT3LMbtlxNdSyj/AFEvZmIzx1rcrO1P/kIaP/1+N/6Ty1o0AFFFFAHm3xA8OXGm3yeKtCzFNE4a4CDof7+PTsf/ANddh4W8RQeJdFjvIsJMvyzxA/cf/A9RWvJGksbRyqHRwVZWGQQeoNeT3sF18NPGC3loryaRdnBTOfl7r/vL1B7j8a7oP6xD2b+Jbefkckv3M+dfC9/8z1qiobS6gvrOK6tJBLDKodHXoQamrhasde4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAcX8UbWzl8Kie7neKWCQeQqniRjxgjvxk57YP0PnnhPwhd+Jr7BV4LKPBmmI7HnavqSPy6+meg1maT4g+PotLtHP9m2RO516YB+d/xOFH4V6pDDHbwRwwIEijUIir0UAYAr0/bSw1JQW719Dg9nGvUc+i/Eo6b4f0nSEVdP0+CFlAHmBAXP1bqa0aKK81tyd2dySWiCiiikMKKKKACiiigArO8Rf8ivqn/XnN/wCgGtGs7xF/yK+qf9ec3/oBoA0aKKKACs7w7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGiiigAooooAKKKKAAjIIBIz3HavP/AmjxaJ8Q/GVtHc3d27JYSS3N5MZZZnMb5Zj07DgAKAAAABivQCMggEjPcdq5jRvBcmj+JLjWj4m1i+muwi3UVylqI5wisqZ2QKRt3E/KRk4znpQBd8Uab4cutJlvvFmmaffWmnxPOWvrZJREoGWI3g44H6V5xZaGmk+BvDeny2EdhH4s8QLNqNjbxiJFikSSYW5UDG0JFHGy9wGz1NegXfg621Dw3NoeoalqV1az3X2iZp5w7yL5vmeQSV/1X8G3+58uav69oVr4h00Wl280JjlSeCeBgskEqHckikgjIPYgg9CCCRQBzXhmyt9B+Jmv6Lo8EdppTadZ3q2cCbIoJmeaNiiDCruEaEgDkjPUmu2YlUJCliBnaOp9uaydD8OQaLPeXbXd1qGoXxQ3N7dlPMkCDCLhFVFVQTgKo5LE5JJOvQBh3N5PcarpCS6dc2qi7Y75miIP7iXj5XY5/DtW5Wdqf8AyENH/wCvxv8A0nlrRoAKKKKACs/XNGtte0iawvF+SQfKw6o3Zh7itCimm4u6E0mrM8t8Hazc+EfEEvhjXm2wPJ+5kJ+VWPQg/wB1v0P416lXKePPCS+I9K861UDULYExH/noO6H+nv8AU1U+Hni1tWszpWpMRqNoMAv1lQcZ/wB4dD+frXZVSrQ9tHfr/mc1NulL2ctun+R21FFFcR1BRRRQAUUUUAFFFFABRRRQAUUUUAFch8RfEv8AYegm2tnxeXoKJg8on8Tf0H19q6u4uIrS2kuLhxHFEpd2PQADJNeWeH7eXx748m1q+Q/YLNgUjbpx9xP/AGY//Xrqw8E26k9onPXm7KEd2dX8PvDX9gaAstwm29vMSS5HKD+FfwHJ9ya6yiisKk3Uk5PqbQioRUUFFFFQUFFFFABRRRQAUUUUAFZ3iL/kV9U/685v/QDWjWd4i/5FfVP+vOb/ANANAGjRRRQAVxXiG9vtL+CVzqOkXslje2WjC5hmjRHIZIg2CHVlIOMHjoeMHmu1rgPGtzBa/s+am91NHCraAY1aRgoLtDtVRnuSQAO5NADfAXjtW+Dmi+JfGuqIJ7oMsk5iAaaQysqqsca/MxAACqMnHSuo07xdoWqabeX9rqMaQWBYXn2hWge1KjJ81JArJwM/MBxXzzaW1zcfCz4S61byiTSNC1jfqvlncLcfaVYSSY6BVDZJ6bx61r3mnWuv6n8W9envJYfCt7Zwxx6jbJ5iTyRKp3RgHEgDKQcHB3YyM5AB6rbfFnwdeanZada395Ldagu+0jXSrv8Afpz86HysMnB+YcYBOeKvfECDxDL4LvpvB+qSadq1tG08BSCOUTlQSYyrq33uxGCDjtkHxHwPr3hfX/G3ggap4q0yKXw3YrY2Fvax3IN5Jt2Au8sKKn8Pygtk96+k6APCtD8aeJ/FH7Pd34o0zxbcwa/pRne632tqySMmGEe3yhgFMFcc7nIJbgDZ8D+MdV8VfAqTV18RXba/JMbYT+TbZhui6pHGEEW3YxZCcqWAc88DGF4N8HanoPx28SeHII8eGZpINaYNyOHZoUX0/e57ciHFS/DLwdqXh34y+KdCA2eHLG5TU7dNuAZJFcRAdiArOD/tRL0xQB7bZwS2lhFDPdTX0saYaeVUV5T6kKFUH6ACuY8IeJdd1nxJr+n6/pltposBbPb28UvmyIsqMSJXHylsr0UYGcZbGT1xOASATjsO9cN4abWh8Q9b1C+8LanYWeqpbLHPPPaMIjFG4O8Rzs3JIA2huvOBzQBpeNfFY8M29hHHcWFpNfz+ULvUZNlvaoAS0r8jOOFC7l3MyjIzkUNS8YXGleAo9aj1bRtXE13HbjVLSIrZW6PIIzK4ErkqhJz84yeMryRHrVnrmoal4f8AEjeHN11ot9dI+npcxPLJbyK0ayxuxVAxxG+0kEAsM565knhrxH/ZGp30NhJENV8QJqF3osNyiSyWgRI2j8wME8xtiyMu/aRlNxBJoA6fwlruoarfaxY6hPY339mzpEuoafC0UMpZAzR7Wd8Oh64c/eHQ5FdNXF+BtFu9L1fWJodHl8PaJOIRZ6TLLG3lyjeZZVSJ3SNW3INqtyUYkDPPZsoZCpzgjHBwfzFAGfqf/IQ0f/r8b/0nlrRrDudNgs9V0iSJ7lmN2y4mupZR/qJezMRnjrW5QAUUUUAFFFFABXmPxD0ZtC1W38UaPKtvMZQJEyBl/wC8B3yMgj/E16dXH+PvCEviK0S6sZG+2WqkLCW+WRepA7Bvfv0PbHThZqFVXdl1MMRFypuy1E8HePofEUrWd+kdrfZJjVT8si+gz3Hp+P07GvD/AA34C1PxAs0rMbCKIlVklQ5ZweQBweO59f03/wCxPiHoHOn35vol/hEok4/3ZP6V0VsPSc2oSS8n/mYUq1TlvOLfmeo0V5enxK17SXEfiLQsdt21oSfzyD+Fb2n/ABR8PXmBcvPZMf8AntHkfmuf1xXPLC1Y62v6am8cRTel7ep2VFU7LWNN1FN9hf29wAMny5QSPqO1U9J8U6Trd9c2mn3IkltzggjAcf3l9RnjP/1qx5Ja6bGvNHTXc2KKKKgoKKKKACiis/XdYg0HRbjULnlYl+VM8ux6KPqaaTk7ITaSuzifiZrks8lv4Z0vMlxcspmVOpyflT8Tyfw9a7Hw1ocXh3QYLCLBdRulcfxuep/oPYCuJ+HGjz6pqdz4q1b55JHYQFh1Y/eYew+6Px9K9LrrxDUEqMem/qc9FObdV9dvQKKKK4zpCiiigAooooAKKKKACiiigArO8Rf8ivqn/XnN/wCgGtGs7xF/yK+qf9ec3/oBoA0aKKKACs7w7/yK+l/9ecP/AKAK0azvDv8AyK+l/wDXnD/6AKANGsvxJop8ReGr7SBe3Fh9siMZuLYgOgPpn16H2JrUooA84g+EGnS3Nq2p2nhtIrW4juEbSNAWymdo2DKGl8x/lJAyABn1Fej0UUAFFFFABVeHULO5vLm0t7uCW5tCouIY5AzwlhuXeoOVyORnqKsEZBBzz6HFcD4G0XT9A+IPi+w0i1W2t0jsG2glizFJCWZiSWYnksSST1NAHcXl5a6fZy3d/cw2ttCu6SadwiIPUseAKg0/WtK1bT2v9K1KzvbNSQbm2nWSMY6/MpI471yPj9b688WeDdNsXs4/NvJ7hXvYmmiWWKEshMaspcgb2A3LgqGz8oB5/wATa5q+ueH59B1NNOe6g8T2ulXMwidbWeNwkqFoixbBLojR7zu5G4BuAD0vSdf0bX4pJNC1ax1NIiFkazuUmCE9ASpOK0K5fw7reryeK9X8Pa+9lcz2Nvb3UV3ZQPArpKZF2tGzvhgYjzu5DDgY56diVQkKWIGdo6n25oAz9T/5CGj/APX43/pPLWjWHc3k9xqukJLp1zaqLtjvmaIg/uJePldjn8O1blABRRRQAUUUUAFFFFABRRRQAjosiFJFDKeCrDINYOoeCPDupZM+lwxuf44Mxn6/LjP41v0VUZyjrF2JlGMt0eVeKPheLCya80CSe48vJkt5MFtvqpAGcelcJYzXlrdrd6aZVnt/3geIElAO59ue/HNfSFU7PSbCwuLmeztY4Zbpt8zKOXP+f5n1rvp46UYtTVzjnhE5Xg7HO+GviFpOswwwXc4tL7aA6S/Krt32np17Hmuurk9f+HWja3ulgj+wXR58yBflJ/2l6H8MGuU3eM/AB5/4mOlp9XRR/wChJ/L61n7KlV1pOz7P9DT2lSn/ABFdd0er0VymgfEPRtb2xSyfYbo8eVOcAn/ZbofxwfaurrlnTlB2krHRGcZq8WFeV+L7yfxn4ztvDmmv/o1s+JXHI3D77H/dGQPfPrXYeOfEg8OeHneFsXlxmO3HcHu34D9cVmfDTw2dL0c6ndr/AKXfAMN3VI+oH49fyrpor2UHWe+y9Tnq/vJKkvmdhZWcGn2MNnaJshhQIi+wqeiiuNu+rOpaBRRRQAUUUUAFFFFABRRRQAUUUUAFZ3iL/kV9U/685v8A0A1o1neIv+RX1T/rzm/9ANAGjRRRQAVneHf+RX0v/rzh/wDQBWjWd4d/5FfS/wDrzh/9AFAGjRRRQAUUUUAFFFFAARkEHPPocVz2leBtF0bWW1Wx/tP7Y4Akkn1e7mEoClRvWSUq+AxxuBx1GDXQk4BIBOOw71yPhDxLrus+JNf0/X9MttNFgLZ7e3il82RFlRiRK4+UtleijAzjLYyQC/J4I8PyaUunfYnjgS7e9jMVzLHJFO7MzSJIrB0JLN90jhiOnFSDwfoI8Oy6GbANYTSGWVWlcyPIW3mUyk7zJuw2/duyAc5FU/GviseGbewjjuLC0mv5/KF3qMmy3tUAJaV+RnHChdy7mZRkZyJrHxHBbeDpdc1LW9O1e2jDN9s0mEiKQA7QiL5km593y4DHJIGM0AXtG8PaboC3H9mwyCS6cSTzzzyTzTMAFBeSRmdsAADJ4AwK065H4e+JNb8R2OsHxNZ2lne2GpNaeRaliEXyYpArMSdzDzCCwwDjgCuuoAztT/5CGj/9fjf+k8taNZ2p/wDIQ0f/AK/G/wDSeWtGgAooooAKKKKACiiigAooooAKKKKACiiigAooooA5PX/h1o2t7pYI/sF0efMgX5Sf9peh/DBrjbi68XfDspDJOl1YSZWJny8YPoOhU+3Tr1r16q2oafa6pYy2d9Es0Eowyn+Y9D711U8S17tTWPmc86CfvQ0Z8/R6j9q1yG91sy3kfniSdd3LjIyB26ADHtjivoaCVJraOWMMqOgZQylSARxkHp9K4vw78NbXR9akvbyYXiRvm0Rh93/ab1Ydu3f6dxWmMrQqNKHQjDUpwTcuoUUUVwnWFFFFABRRRQAUUUUAFFFFABRRRQAVneIv+RX1T/rzm/8AQDWjWd4i/wCRX1T/AK85v/QDQBo0UUUAFZ3h3/kV9L/684f/AEAVo1neHf8AkV9L/wCvOH/0AUAaNFFFABRRRQAUUUUABOASATjsO9cN4abWh8Q9b1C+8LanYWeqpbLHPPPaMIjFG4O8Rzs3JIA2huvOBzXc1Xh1Czuby5tLe7glubQqLiGOQM8JYbl3qDlcjkZ6igDjdas9c1DUvD/iRvDm660W+ukfT0uYnlkt5FaNZY3YqgY4jfaSCAWGc9a+n+BLvVodRu9VnvNBkvddGsQWto8EjQlIljTzdySRsxKCQgZCttwSVzXeXl5a6fZy3d/cw2ttCu6SadwiIPUseAKoxeJtBm0WTWIdb06TTIjiS+S7jMCHIGDJnaOSB170Ac/4B8M6t4f1HxNLq9/eXKX2qtNb/aPs/wC+TyYl84+Ui4YlSuOBhAdoySezZVdCrqGVhggjIIqtpuqafrFit7pF9bX9q5IWe1mWVGIODhlJBwatUAYdzpWn2Oq6RLZWFtbSG7ZS8MKoSPIl4yB04FblZ2p/8hDR/wDr8b/0nlrRoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKzvEX/ACK+qf8AXnN/6Aa0azvEX/Ir6p/15zf+gGgDRooooAKzvDv/ACK+l/8AXnD/AOgCtGs7w7/yK+l/9ecP/oAoA0aKKKACiiigAooooACMgg559DiuB8DaLp+gfEHxfYaRarbW6R2DbQSxZikhLMxJLMTyWJJJ6mu+IyCDnn0OK57SvA2i6NrLarY/2n9scASST6vdzCUBSo3rJKVfAY43A46jBoAxfH63154s8G6bYvZx+beT3CvexNNEssUJZCY1ZS5A3sBuXBUNn5QDd0LxGbq011fF509ZPDl+Y5r2OMxwFREkqyhXZjGQsmCNxwRnPOBfk8EeH5NKXTvsTxwJdvexmK5ljkindmZpEkVg6Elm+6RwxHTimz+BfD1z4cOhS2Un2Brj7U6pdTLJJNv3+Y8ocOzbvm3MxJIB7UAUfAdpcvLr2v3Fs9jFrt+Lq2tJF2ukSxJEruv8LPs3kHkbgDzmuubcEOwAtjgE4BP1rO0jQbPRPO+xTahL523d9t1K4u8Yzjb5ztt6nOMZ4znArSoAw7mTUH1XSBe2ttDH9rbDQ3LSHPkS8YKLx15zW5Wdqf8AyENH/wCvxv8A0nlrRoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKzvEX/Ir6p/15zf8AoBrRrO8Rf8ivqn/XnN/6AaANGiiigArO8O/8ivpf/XnD/wCgCtGs7w7/AMivpf8A15w/+gCgDRooooAKKKKACiiigAJwCQCcdh3rkfCHiXXdZ8Sa/p+v6ZbaaLAWz29vFL5siLKjEiVx8pbK9FGBnGWxk9cTgEgE47DvXDeGm1ofEPW9QvvC2p2FnqqWyxzzz2jCIxRuDvEc7NySANobrzgc0AaXjXxWPDNvYRx3FhaTX8/lC71GTZb2qAEtK/IzjhQu5dzMoyM5FSfxXd2/hfT57HVNH12+1a/WxsryyjKWu5t2WIErltio5IDgsVx8vUV9as9c1DUvD/iRvDm660W+ukfT0uYnlkt5FaNZY3YqgY4jfaSCAWGc9cs+Edca3n12PTxFenxKuuRaQZk3eWsIgZC4OzzWTc/3toYgbsZNAHUeHtc1OTxLqvh3XzaS3ljDBdRXVnE0Uc8Mu8cxszlGVo2B+Y5GDxyB01ct4e0/Ubnxfq3iXVbGTTRdWtvZWtnPIjyrHEZHZ38tmQFmlOAGPCgnkkDqGVXQq6hlYYIIyCKAM/U/+Qho/wD1+N/6Ty1o1hXvhzTDd6eYNIs9guCZttugGzypMZ45G7b+OKuf8I7ov/QHsP8AwFT/AAoA0aKzv+Ed0X/oD2H/AICp/hR/wjui/wDQHsP/AAFT/CgDRorO/wCEd0X/AKA9h/4Cp/hVO98OaYbvTzBpFnsW4Jm226AbPKkxnjkbtv44oA3aKzv+Ed0X/oD2H/gKn+FH/CO6L/0B7D/wFT/CgDRorO/4R3Rf+gPYf+Aqf4Uf8I7ov/QHsP8AwFT/AAoA0aKwr3w5phu9PMGkWexbgmbbboBs8qTGeORu2/jirn/CO6L/ANAew/8AAVP8KANGis7/AIR3Rf8AoD2H/gKn+FH/AAjui/8AQHsP/AVP8KANGis7/hHdF/6A9h/4Cp/hVPVPDmmNaILXSLPf9ogJ2W6A7BKm/t025z7ZoA3aKzv+Ed0X/oD2H/gKn+FH/CO6L/0B7D/wFT/CgDRorO/4R3Rf+gPYf+Aqf4Uf8I7ov/QHsP8AwFT/AAoA0aKwtU8OaY1ogtdIs9/2iAnZboDsEqb+3TbnPtmrn/CO6L/0B7D/AMBU/wAKANGis7/hHdF/6A9h/wCAqf4Uf8I7ov8A0B7D/wABU/woA0aKzv8AhHdF/wCgPYf+Aqf4VT1Tw5pjWiC10iz3/aICdlugOwSpv7dNuc+2aAN2is7/AIR3Rf8AoD2H/gKn+FH/AAjui/8AQHsP/AVP8KANGis7/hHdF/6A9h/4Cp/hR/wjui/9Aew/8BU/woA0aKw9W8O6adFvRZaRZi5NvJ5Jjt0DB9p24OODnFblABWd4i/5FfVP+vOb/wBANaNZ3iL/AJFfVP8Arzm/9ANAGjRRRQAVneHf+RX0v/rzh/8AQBWjWd4d/wCRX0v/AK84f/QBQBo0UUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVxXxL1XxJouk29/oF1Z2lnFc26XTvH5k0nmXMMYRARtVdruSxyeAABncADtaKK4rQtV8SN8UdV0nX7qza1XTYry2tbSP5YQ1xMgy7Dc7FY1JPABOAOMkA7WivML3xPr58Kaz43ttUeO10u+uEj0lYIjDNbQTGJ97FPM8xgjsCHVQdoIIBJ9PoAKK4r4o6n4l0fwlPqHhm7tLFLZRJcXEsXmy/fQBI1I2DcC2WbOB0XJyva0AFFcVp2p+JR8WrjTNYu7T+zZNLkubaztYsiPbOEV3kYbmcqeQMKOgBxuNbxzFrumpB/Yni7VYtQ1W/jtbK08izaGPc2XPNuXKpGrtyxPy9eaAO+ooAwACScdz3rjfilqXiPR/A2oal4Wu7Oyeztpbia4niMsihFyqxoflyT1ZsgD+Fs8AHZUVHAxe2jZjlmQEn8K42PVPEsXxgh0zUbuzGkXWnXU9vZ20WWHlyQqrySNyWPmN8qgKOB8x5oA7aivNb/X72z8da2niHxHruhaTBdW0dg8WlxmzdHii3b7l7Z1GZWZcmQYJxxXpVABRXKfEi+8QaX4H1LUPC9xZ2k1naT3M1xcRmRkSOF3AjT7pYsFGWOACThuldBpU0lzo1lPM26SW3R3bGMkqCTQBborirjVfElt8XNL067urNNFv7a8eG1gj3O3lCDDySMPvbpHwqgAADJYng8W6r4k0zxj4aW0urO30W91KOzkiWPfPOWhndtzMMIo8tMBckknkAYIB2tFFc/42m1238K3kvhm4tLS5jhkd7m5QyGFFjY7kToz5AADEKM5O7G0gHQUVleFr241Hwfo19eyeZcXNhBNK+ANztGpJwOByT0rn9U1PxLafFPQLR7u0h0O+a5jFrDFulm2Qbw8jsPlwwICp25LHOFAO1orivG+p+JdM1vQH0y7tLTSZtUtba4UReZPc+Y7KyZYbUQDByMsT3UD5u1oAKKyPE7a0ugzHw5NZ2953nu0Z1iQAlmVBje3oCQOcknGDX8Cand6z8PdA1PUpfOvLzToJp5NoXe7ICTgAAcnsKAN+iuJ8Rap4lsPiL4agju7ODQr+7e2a3ji3zTkW0shZ3bhAGRcKoyepbnbSfELWH0W0luE8YjRroWzNp+mxQwPJezDouyRWeXJKKFj2Hk8nIwAdvRVfT5bmbTLWW/hWC6eFGniU5COVG5Qe4ByKsUAFZ3iL/kV9U/685v/AEA1o1neIv8AkV9U/wCvOb/0A0AaNFFFABWd4d/5FfS/+vOH/wBAFaNZ3h3/AJFfS/8Arzh/9AFAGjRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXJfELR9e8RaCNK0K2010kngnkmvL2SEoYp45QoVYn3Z2YzkYz0NdbRQBlB/EMk+lMYNMghJf8AtOMTSSso2HYIX2rn59udyjjOOawLTSfFK/E2fxBc2GjpYz2MWnlY9TlaVUjlkcSbTbgEnzMbdwxj7xrtKKAPPJvA+tnSdS8LRPpx8Pajfy3L3Tyv9oihll82SARbCrEsXUOXGFYHaSvPodFFAHKfEPSNd8ReF7jRtBt9PcXibZZr28eHysMpG1VifdnB6lccda1Fk8Ryppjtb6XbMZm/tKIXEkwWLDbfJfYmWzsJ3KABuHPBOvRQBxf9l+K2+JcevNp2jixW0awIGpymXyjMH83b9nxuwPubsZ/i71qSaFd3nxBh1q9eE2FhZNDYwqxLCaRv3sjAjAwioq4J4Z89RXQUUAFcv8QtJ1rxD4Pv9E0GCwdtRtpLeWa9u3hEIYYDALE+/qeDt6da6iigDEjPiX+z9MAt9Ktp1uVW/j+0STqLcK2TE+xCZM7PvKABu68Vi3mk+KpviVZa7Fp+j/YbS2nsgG1OUSvHJJG3mbfs5AYCP7m4g5+8MV2tFAHH+KdJ8T+JdO1Tw+YdIg0rUFMBv/tMhnjhYDd+48vaXxuAPmAdGxxtPXRRiKFI1JIRQoycninUUAc74507WNa8H6lo+hQWMkupWk1o8l5dPCsIkjZd42xvuIz0+X60tnF4ng8P6Zbrb6Rb3kE8MVypuZZ4zbKQJCjbEPmFc4BGAepNdDRQBxesaT4pu/iFpOtWdho7WWlxXMCiXU5UkmWbyssVFuQpXyjxuOc9RTvGekeJdX1fRJNGstKkttJ1BL/fd6hJE8pEUsZTasDhR+8zuyenSuyooAbEZDChmVUkKjeqNuAPcA4GR74H0rJ8UwateeH7mz0O2srie6jeBvtl08CorIRuBWNySCRxgfWtiigDltFs/FWmeCdO04QaPDqNj9ntiftMs0MkCBFd8+WhVyofC4IBxknnFTxHpfiu98Z6Rqml6do8lppDzNH9p1OWKSfzIthyq27BMEnu2cdq7SigDkPG+k+JNZn0yPRLPS5Lexvre/Ml3qEkLu0bEmPasDgAjHzbvXj16u2adrWJryOOK4KAyxxSF0VschWIUsAehIGfQdKkooAztdGpvpMsei2tpc3MoKFbu6aBApBBO5Y3JPTjH4iue8N6V4s0H4b2OjRw6Mmq6dDb2sMjXMs0EsabFd2/doysVD4UZGduTjNdlRQBxnivSfFGp+J9EvdIsNIktdHu2uVN1qUsTzloHjKlVgcLgyZzls46DPGh4hi8TXcN1ZafpuhX1ld2piZb+5lTy2YFWDIInEqcjjKZ5HvXR0UAZvh3SP8AhH/DGm6P9pe6+wWsdv58n3pNihdx5OM46Z4rSoooAKzvEX/Ir6p/15zf+gGtGs7xF/yK+qf9ec3/AKAaANGiiigArO8O/wDIr6X/ANecP/oArRrO8O/8ivpf/XnD/wCgCgDRooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiivn/AErxSnw/1T4sarY2UUsqavbRW0H3I/NkLgFsdgSWOOT+OaAPoCivMbn4l6t4dm8Yafr9paajfeH7CPUIJbCN4I7iN1GVZGZyhVv4gxypzgY5Xwd428Uav8QodB1eXSZbVtDh1ZpbKwlTmTAEe9pmAIJyDg7gDwKAPTaK8Z/aA0vT7m48FT3NjbTTS6/b20kkkKszwkkmMkjJUn+HpXsVtbQWdrFa2cMcFvAgjiiiQKkagYCqBwAAMACgCSiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKzvEX/Ir6p/15zf+gGtGs7xF/wAivqn/AF5zf+gGgDRooooAKzvDv/Ir6X/15w/+gCtGs7w7/wAivpf/AF5w/wDoAoA0aKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArhf8AhUmhSjxMt9d6jeJ4llWa7SZ4x5UiklHiKIpUqTxknoM55z3VFAHn+t+DZtC8JeLtS0W71bVvEmq2Jj+2u8f2nCR7ESMIqKu3lsKAzEnnOCMD4aaNr+heJ44LDU/t2iTJI1/E/hAaIsT4Hlup2IZGJGMAEBc5wdtev0UAcn40+H1p44uNOk1DV9Ts102dbm3iszAFEyk4kO+JiTzjGdvtVzT/AAtPaa5Dqd/4l1jVXgheKKG7+zpEu8rltsMSZb5cAnOAT610FFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFZ3iL/AJFfVP8Arzm/9ANaNZ3iL/kV9U/685v/AEA0AaNFFFAH/9k=)
Figure
10: L-W relationship of Hemichromis
fasciatus.
Fish Species
|
Exponential equation
|
R2
|
K
|
Tillapia zilli
|
W = 777.6e-0.27TL
|
0.870
|
2.8
|
Sarotherodon melanotheron
|
W = 89.63 e0.309TL
|
0.437
|
2.3
|
Tilapia guineensis
|
W = 424.7 e0.015TL
|
0.025
|
2.7
|
Oreochromis niloticus
|
W = 195.3e0.015TL
|
0.079
|
2.2
|
Hemichromis fasciatus
|
W = 154.2e0.108TL
|
0.880
|
2.1
|
Table 1: Length-Weight relationship for the five species of Cichlids found in Eleyele reservoir
1.
Das SK (2004) Biology of length-weight and Condition
in a Brackish water fish Liza tade (Forskal) In: Fishery Management by
Professor Arvind Kumar A.P.H Publishing Corporation 5, Ansari Road, Darya Ganj
New Delhi: 251-253.
2.
Abowei JFN, Davies OA, Eli AA (2009)
Study of the Length-weight relationship and condition factor of five fish
species from Nkoro River, Niger Delta, Nigeria. Current Research Journal of
Biological Sciences 1: 94-98.
3.
Bagenal TB, Tesch AT (1978) Conditions and Growth
Patterns in Fresh Water Habitats. Blackwell Scientific Publications Oxford: 75-89.
4.
Olubowale Ojo (2002) Lake Fisheries Management in Oyo
State Pre-season training for officers handling the IFAD-Assisted Artisanal
Fisheries Development Project- Cage fish culture Trials-Second Cycle in Oyo
State Held at The Fisheries Research Laboratory complex, Premier Hotel Road,
Agodi Ibadan 1st March 2002.
5.
Pauly D (1983)
Some simple methods for the assessment of tropical fish stock. FAO Fish Tech
Paper No 234: 52.
6.
Akinyemi O, Ita EO, Sado EK (1986) A preliminary
assessment of the post-impoundment fisheries of Lake Eleiyele and Lake Asejire,
Oyo State, Nigeria. Kainji Lake
Research Institute 1985 Annual Report: 44-50.
7.
Gayando FC, Pauly D
(1997) FAO ICLARM stock assessment tools (FISAT): References Manual, FAO
Computerized Information Series (Fisheries) 8: 262.
8.
Hatikakoty G, Biswas SP (2004) Length-Weight
relationship and condition factor of Oreochromis mossambicus (Peters) from a domestic
pond, Nazira, Upper Assam in: Fishery Management by Professor Arvind Kumar A.P.H
Publishing corporation 5, Ansari road, Darya Ganji, New Delhi-110002.
9.
Le Cren ED (1951)
The length-weight relationship and seasonal cycle in gonad weight and condition
in the perch Perca
fluviatilis.
Journal of Animal Ecology 20: 201-219.