Simulating Mesh-size and Selection Pattern Impacts on the Lake Turkana Fisheries Sustainability in Kenya

  • Evans Lomodei Turkana University College
Keywords: Modelling, Tilapia, Nile perch, Persistence, Selectivity
Share Article:

Abstract

The study compared impacts of different gear mesh sizes and landing sizes (Lcap) through gillnet and knife-edge selection patterns on Tilapia and Nile perch of Lake Turkana. The results will help contribute to the debate on whether to capture large and protect small fish or vice versa. R simulation employing the 1934 Thompson and Bell's model for data-deficient stocks was used to simulate fish cohorts using secondary input data for the two species. Gillnet selection pattern with recommended mesh size (127 mm) produced an 80% increase in Tilapia YPR while ESS and SPR ratios reduced by 12.5%. and 14.3% respectively when fishing mortality (F) was tripled to 3.0. Nile perch's YPR increased by 90% while ESS and SPR dropped by 70 and 75% each when F increased to 0.8. Tilapia YPR maximized by reducing mesh size to 101.6 mm at F=2, and maintained ESS and SPR at 20% each, while the Nile perch YPR dropped by 20% and 66.7% respectively at F=1.0. Small mesh-sized (<40 mm) gears had no effect on Tilapia’s ESS and SPR but produced the lowest YPR ratios. The 152.4 mm mesh for Nile perch produced a 25% YPR increase and maintained optimal ESS and SPR at F=0.5. Knife-edge selection pattern utilizing 127 mm, 20 cm Lcap and F=1.5, produced 50% YPR, ESS, and SPR for Tilapia, and maintained at F=3.0. Large-sized Nile perch using 152.4 mm gear resulted in about 40% YPR of the stock. Reduction of Lcap using 127 mm gear, produced a 75% increase in YPR. ESS and SPR depicted Nile perch collapse at F>0.65. Mesh size and selection pattern impacts are dependent on F. Small mesh gillnets are not damaging if F is controlled and caution should be taken with them in a knife-edge selection. This study recommends 101.6 mm and 152.4 mm mesh sizes for Tilapia and Nile perch respectively in Lake Turkana

Downloads

Download data is not yet available.

References

Avery, S. T. (2013). What future for Lake Turkana? The impact of hydropower and irrigation development on the world’s largest desert lake. In D. Turton (Ed.), African Studies Centre. African Studies Centre, School of Interdisciplinary Area Studies, University of Oxford.

Basson, M., Bedcllngton, J. R., Crombie, J. A., Holden, S. J., Purchase, L. V., & Tingley, G. A. (1996). Assessment and management of annual squid stocks: the Illex argenteus fishery in the Southwest Atlantic as an example. Fish Res (Amst), 28-3.

Beverton, R.J.H. & Holt, S. J. (1957). ‘On the dynamics of exploited fish populations’, Fishery Investigations, Series II, Vol. 19, pp. 1–533.

BirdLife International. (2022, November 8). Important Bird Areas factsheet: Lake Turkana. BirdLife Data Zone. http://datazone.birdlife.org/site/factsheet/lake-turkana-iba-kenya

Borrell, B. (2013) A big fight over little fish. Nature 493, 597–598

Caddy, J. (1998). A short review of precautionary reference points and some proposals for their use in data-poor situations. FAO. Fisheries Technical Paper. No. 379. Rome: FAO.

Caddy, J.F. and Seijo, J.C. (2002) Reproductive contributions foregone with harvesting: a conceptual framework. Fisheries Research 59, 17–30

Cooper, S. (2016, May 12). Fishing gear selectivity - In Other Words. Retrieved on June 16, 2016, from International Council for the Exploration of the Sea (ICES), available at https://www.ices.dk/news-and-events/Blogs/Inotherwords/Lists/Posts/Post.aspx?ID=32.

Cushing, D.H. (1976). ‘In praise of Petersen’, J. Cons. Int. Explor.Mer. Vol. 36, No. 3, pp. 277–281

FishBase. (2022, November 8). List of species in Lake Turkana: Ecomodel. http://www.fishbase.us/Ecopath/EcoModelList.php?ve_code=212&tag=1&ht=&ft=

Fulton, T.W., 1890, ‘The capture and destruction of immature fish’, Ninth Annual Report Fishery Board Scotland, pp. 201–211.

Garcia, S. M., Kolding, J., Rice, J., Rochet, M.-J., Zhou, S., Arimoto, T., Beyer, J. E., Borges, L., Bundy, A., Dunn, D., Fulton, E. A., Hall, M., Heino, M., Law, R., Makino, M., Rijnsdorp, A. D., Simard, F., & Smith, A. D. M. (2012). Reconsidering the Consequences of Selective Fisheries. Science, 335(6072), 1045–1047. https://doi.org/10.1126/science.1214594

Gownaris, N. J., Pikitch, E. K., Aller, J. Y., Kaufman, L. S., Kolding, J., Lwiza, K. M. M., Obiero, K. O., Ojwang, W. O., Malala, J. O., & Rountos, K. J. (2017). Fisheries and water level fluctuations in the world’s largest desert lake. Ecohydrology, 10(1), e1769. https://doi.org/10.1002/eco.1769

Gomes, B. S. F. de F. (2018). Pesca amadora marinha e suas implicações ambientais. Universidade Federal do rio Grande do Norte.

Gwinn, D. C., Allen, M. S., Johnston, F. D., Brown, P., Todd, C. R., & Arlinghaus, R. (2013). Rethinking length-based fisheries regulations: the value of protecting old and large fish with harvest slots. https://doi.org/10.1111/faf.12053

Global Invasive Species Database. (2022, December 3). Species profile: Oreochromis niloticus. http://www.iucngisd.org/gisd/species.php?sc=1322

Heino M., Dieckmann U. & Godø O.R. (2002) Measuring probabilistic reaction norms for age and size at maturation. Evolution 56, 669–678.

Holt, E.W.L. (1895). ‘An examination of the present state of the Grimsby trawl fishery, with special reference to the destruction of immature fish, Journal of the Marine Biological Association New Series, Vol. 3, No. 5, pp. 337–446

Hopson. (1982). Lake Turkana: A Report on the Findings of the Lake Turkana Project 1972-1975. In A. Hopson (Ed.), Lake Turkana Project 1972-1975 (1st ed.). Institute of Aquaculture, University of Stirling, Stirling FK9 4LA, Scotland.

Hughes, N. F. (1992). Growth and reproduction of the Nile perch, Lates niloticus, an introduced predator, in the Nyanza Gulf, Lake Victoria, East Africa. Environmental Biology of Fishes, 33(3), 299-305.

Ishikawa, T., Shimose, T. & Tachihara, K. (2013). Life history of an invasive and unexploited population of Nile tilapia (Oreochromis niloticus) and geographical variation across its native and non-native ranges. Environ. Biol. Fish., 96(5): 603- 616.

Kenya Fisheries Service. (2019). Fisheries Annual Statistical Bulletin.

Keyombe, J. L. (2017). Brief on Lake Turkana Fisheries (Issue January).

Keyombe, J. L., Obuya, J., Owoko, W., Namwaya, D., & Katiwa, E. (2022). Opportunities and Challenges in the Lake Turkana Fishery: Building a Sustainable Fisheries Sector. June. https://doi.org/10.20944/preprints202206.0350.v1

Kolding, J. (1987). Trial fishery in lake Turkana Kenya western shores September 1986 - March 1987 (Issue September 1986). http://hdl.handle.net/1834/7389.

Kolding, J. (1989). The Fish Resources of Lake Turkana and their Environment. University of Bergen, Norway.

Kolding, J. (1993). Population dynamics and life-history styles of Nile tilapia, Oreochromis niloticus, in Ferguson’s Gulf, Lake Turkana, Kenya. Environmental Biology of Fishes, 37(1), 25–46. https://doi.org/10.1007/BF00000710

Kolding, J., & Van Zwieten, P. A. M. (2011). The tragedy of our legacy: How do global management discourses affect small-scale fisheries in the south? Forum for Development Studies, 38(3), 267–297. https://doi.org/10.1080/08039410.2011.577798

Kolding, J., & Van Zwieten, P. A. M. (2014). Sustainable fishing of inland waters. Journal of Limnology, 73(1 SUPPL), 132–148. https://doi.org/10.4081/jlimnol.2014.818

Law, R., Kolding, J., & Plank, M. J. (2015). Squaring the circle: Reconciling fishing and conservation of aquatic ecosystems. Fish and Fisheries, 16(1), 160–174. https://doi.org/10.1111/faf.12056

Longora, E. A. (2017). Influence of Artisanal Fishing Gears Use on Water Physico-chemical Parameters and Fish Community Structure in Ferguson’s Gulf of Lake Turkana, Kenya. Maseno University.

Modha, M. L. (1967). The Ecology of the Nile Crocodile (Crocodylus niloticus Laurenti) on Central Island, Lake Rudolf. East Africa Wildlife Journal, 5, 73–95.

Mood, A. M., Graybill, F. A. & B.oes, D. C. (1974) Introduction to the theory of statistics (3rd ed.). New York: McGraw-Hill.

Moreau, J., Bambino, C., & Pauly, D. (1986). Indices of Overall Growth Performance of 100 Tilapia (Cichlidae) Populations. In J. L. Maclean, L. B. Dizon, & L. V Hosillos (Eds.), The First Asian Fisheries Forum (pp. 201–206). Asian Fisheries Society.

Muhoozi, L. I. (2002). Exploitation and management of the artisanal fisheries in the Ugandan waters of Lake Victoria. The University of Hull.

Muška, M., Vašek, M., Modrý, D., Jirků, M., Ojwang, W. O., Malala, J. O., & Kubečka, J. (2012). The last snapshot of natural pelagic fish assemblage in Lake Turkana, Kenya: A hydroacoustic study. Journal of Great Lakes Research, 38(1), 98–106. https://doi.org/10.1016/j.jglr.2011.11.014

Mwikya, M. S. (2005). Lake Turkana Fishery: Options for Development of a Sustainable Trade. A Study Report. http://hdl.handle.net/1834/6925

Njiru, M., Ojuok, J. E., Okeyo-Owuor, J. B., Muchiri, M., Ntiba, M. J., & Cowx, I. G. (2006). Some biological aspects and life history strategies of Nile tilapia Oreochromis niloticus (L.) in Lake Victoria, Kenya. African Journal of Ecology, 44(1), 30–37. https://doi.org/10.1111/J.1365-2028.2006.00610.X

Ogutu-Ohwayo, R. (1990). The decline of the native fishes of lakes Victoria and Kyoga (East Africa) and the impact of introduced species, especially the Nile perch, Lates niloticus, and the Nile tilapia, Oreochromis niloticus. Environ Biol Fish, 27(2), 81– 96. https://doi.org/10.1007/BF00001938

Ojwang, W. O., Obiero, K. O., Donde, O. O., Gownaris, N., Pikitch, E. K., Omondi, R., Agembe, S., Malala, J., & Avery, S. T. (2018). Lake Turkana: World’s Largest Permanent Desert Lake (Kenya). 1–20.

Olilo, C., Malala, J., Keyombe, J. L., Obiero, M., Bironga, H., Aura, C., Nyamweya, C., & Njiru, J. (2020). Assessing the Impact of Gillnet Fishing on the Stocks and Predation on Population Structure of Key Commercial Fish Species in Lake Turkana. http://www.kmfri.co.ke

Ottersen, G., Hjermann, D., and Stenseth, N. C. (2006). Changes in spawning stock structure strengthen the link between climate and recruitment in a heavily fished cod stock. Fisheries Oceanography, 15: 230–243.

Pauly D. 1980. On the interrelationships between natural mortality, growth parameters, and mean environmental temperature in 175 fish stocks. J Cons 39: 175–192.

Powers, E. J. (2015). Spawning Potential Ratios (SPR) interpretation and application. Gulf council briefing materials. Louisiana, USA: Louisiana State University.

R core team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Viena-Austria. https://www.r-project.org/

Rabuor, C. O., Moreau, J., & Manyala, J. O. (1998). Growth, mortality, and recruitment of Nile Tilapia (Oreochromis niloticus) (L.) (Cichlidae) in lake Turkana (Kenya): Possible variations as assessed by length frequency analysis. African Journal of Tropical Hydrobiology and Fisheries, 8(1), 36–44. https://doi.org/10.4314/ajthf.v8i1.1387

State Department of Fisheries. (2014). FISHERIES ANNUAL STATISTICAL BULLETIN.

Taabu, A M. (2004). Assessment of the status of the stock and fishery of Nile perch in Lake Victoria, Uganda. Final Project 2004. Reykjavik, Iceland: Fisheries Training Programme, United Nations University.

Taylor, C. (1958). Cod growth and temperature. ICES Journal of Marine Science, 23(3), 366–370. https://doi.org/10.1093/icesjms/23.3.366

Taylor, M. (2022). Fisher: fisher: fishdynr R package V0.4. https://github.com/marchtaylor/fishdynr/releases/tag/v0.4

Vasilakopoulos, P., Oneill, F. G., & Marshall, C. T. (2011). Misspent youth: does catching immature fish affect fisheries sustainability? ICES Journal of Marine Science, 68(7), 1525–1534. https://doi.org/10.1093/ICESJMS/FSR075

Vasilakopoulos, P., O’Neill, F. G., & Marshall, C. T. (2016). The unfulfilled potential of fisheries selectivity to promote sustainability. Fish and Fisheries, 17(2), 399–416. https://doi.org/10.1111/faf.12117

Wallace, R. K., & Fletcher, K. M. (1997). Understanding fisheries management: a manual for understanding the federal fisheries management process, including analysis of the 1996 Sustainable Fisheries Act (Second edition). Auburn University and the University of Mississippi

Wolff, M., Taylor, M. H., & Tesfaye, G. (2015). Implications of using small, meshed gillnets for the sustainability of fish populations: A theoretical exploration based on three case studies. Fisheries Management and Ecology, 22(5), 379–387. https://doi.org/10.1111/FME.12137

Published
21 December, 2022
How to Cite
Lomodei, E. (2022). Simulating Mesh-size and Selection Pattern Impacts on the Lake Turkana Fisheries Sustainability in Kenya. International Journal of Advanced Research, 5(1), 197-214. https://doi.org/10.37284/ijar.5.1.1017