Abstract
Site selection is a key factor in any aquaculture operation, because it affects both success and sustainability. It can, moreover, solve conflicts between different activities, making rational use of the land. This study was conducted to identify suitable sites for development of Nile tilapia (Oreochromis niloticus) farming in Sitakunda Upazila (sub-district), Bangladesh, using GIS-based multi-criteria evaluation of water and soil quality, topography, infrastructure and socio-economic factors. ASTER image and eighteen thematic layers were analyzed using ENVI and ArcView software to identify the suitable areas for tilapia farm development. A constraint layer was used to exclude areas from suitability maps that cannot be allowed to implement tilapia farming. A series of GIS models were developed to identify and prioritize the most suitable areas for tilapia farming. The output of the model clearly indicates the location and extent of tilapia farming areas on different suitability scales, i.e. most suitable (7,744 ha), moderately suitable (2,479 ha), and not suitable (838 ha). Model outputs were assessed against field verification data, and were consistent. Because existing aquaculture covers only 1,540 ha of land in the study area, the potential for expanding tilapia farms should take into consideration socio-political and environmental issues. The results are encouraging in terms of tilapia culture development and suggest that grassland–agriculture areas could be used for sustainable development of tilapia farming to diversify the economic activities of rural communities.
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References
Aguilar-Manjarrez J, Ross LG (1995) Geographical Information System (GIS), environmental models for aquaculture development in Sinaloa state, Mexico. Aquacult Int 3(2):103–115
Al-Ahmad T, Ridha M, Al-Ahmad AA (1988) Production and feed ratio of the tilapia Oreochromis spilurus in seawater. Aquaculture 73:111–118
Boyd CE (1990) Water quality in ponds for aquaculture. Auburn University, Auburn, AL
Burrough PA (1986) Principles of Geographic Information System for land resources assessment. Oxford University Press, New York
Burrough PA, McDonnell RA (1998) Principles of Geographical Information Systems. Oxford University Press, New York, p 333
Caulton MS (1982) Feeding, metabolism and growth of tilapias: some quantitative considerations. In: Pullin RVS, Lower-McConnell RH (eds) The biology and culture of tilapias. ICLARM Conference Proceedings 7, 2–5 September 1980, Bellagio, Italy. International Center for Living Aquatic Resources Management, Manila, Phillippines, pp 157–180
Clark JH, Wantanabe WO, Ernst DH, Wicklund RI (1990) Effect of feeding rate on growth and feed conversion of Florida red tilapia reared in floating marine cages. J World Aquacult Soc 20:16–24
Denzer HW (1967) Studies on the physiology of young tilapia. FAO Fish Rep 44:358–366
Diana JS, Lin CK, Yi Y (1996) Timing of supplemental feeding for tilapia production. J World Aquacult Soc 27:410–419
FAO (1993) Guidelines for land use planning. FAO Development Series 1. Food and Agriculture Organization of the United Nations, Rome, Italy
FAO (1976) A framework for land evaluation. Soils Bulletin, vol. 32. Food and Agriculture Organization of the United Nations, Rome, Italy
Fegan DF (1994) Environmental assessment and management of aquaculture development: an industry perspective. Workshop on environmental assessment and management of aquaculture. Third meeting of the Technical Advisory Committee (TAC 3) of the Network of Aquaculture Centres of Asia-Pacific, Hanoi, S. R. Vietnam, 27–30 September 1994, pp 18–29
Gannam A, Phillips H (1993) Effects of temperature on growth of Oreochromis niloticus. In: Egna HS, McNamara M, Bowan J, Astin N (eds) Tenth annual administrative report. Pond Dynamics/Aquaculture CRSP, Oregon State University, Corvallis, OR, pp 136–142
GESAMP (IMO/FAO/UNESCO/WMO/WHO/IAEA/UN/UNEP Joint Group of Experts on the Scientific Aspects of Marine Pollution) (1997) Towards safe and effective use of chemicals in coastal aquaculture. Rep Stud GESAMP 65, p 40
Giap DH, Yi Y, Yakupitiyage A (2005) GIS for land evaluation for shrimp farming in Haiphong of Vietnam. Ocean Coast Manage 48:51–63
Gregory G, Guttman H (2002) Developing appropriate interventions for rice-fish cultures, In: Edwards P, Little DC, Demaine H (eds) Rural aquaculture, CABI Publishing, Wallingford, UK, pp 15–28
Hossain MS, Alam SMN, Lin CK, Demaine H, Khan YSA, Das NG, Rouf MA (2004) integrated management approach for shrimp culture development in the coastal environment of Bangladesh. World Aquacult 35(1):35–45
Hossain MS, Lin CK, Demaine H, Tokunaga M, Hussain MZ (2003a) Land use zoning for solar salt production in Cox’s Bazar coast of Bangladesh: A Remote Sensing and GIS analysis. Asian J Geoinformatics 3(4):69–77
Hossain MS, Lin CK, Tokunaga M, Hussain MZ (2003b) Remote Sensing and GIS application for suitable mangrove afforestation area selection in the coastal zone of Bangladesh. Geocarto Int 18(1):61–65
Hossain MS, Lin CK (2001) Land use zoning for integrated coastal zone management: Remote Sensing, GIS and RRA approach in Cox’s Bazar coast, Bangladesh. ITCZM Publication Series, No.3, Asian Institute of Technology, Bangkok, Thailand, p 25
Hossain MS, Lin CK, Demaine H, Tokunaga M, Hussain MZ (2001) Integrated GIS and Remote Sensing approaches for suitable shrimp farming area selection in the coastal zone of Bangladesh. Asia-Pacific Rem Sens GIS J 14:33–39
Islam MJ, Alam MS, Elahi KM (1997) Remote sensing for change detection in the Sunderbans, Bangladesh. Geocarto Int 12(3):91–100
Kapetsky JM (1994) A strategic assessment of warm-water fish farming potential in Africa. CIFA Technical Paper, vol. 27. Food and Agriculture Organization, Rome, Italy
Kapetsky JM (1987) Satellite remote sensing to locate and inventory small water bodies for fisheries management and aquaculture development in Zimbabwe. CIFA Occasional Paper (14). FAO, Rome, Italy.
Kapetsky JM, McGregor L, Nanne LH (1987) A geographical information system and satellite remote sensing to plan for aquaculture development: A FAO-UNESCO/GRID cooperative study in Costa Rica. FAO Fisheries Technical Paper (287), p 51
Khan YSA, Hossain MS, Chowdhury MAT (2003) Resource inventory and land use mapping for integrated coastal environment management: remote sensing, GIS and RRA approach in greater Chittagong coast. Ministry of science and information & communication technology, Government of the People’s Republic of Bangladesh, Dhaka, p 59
Liberatore MJ, Nydick RL (1997) Group decision making in higher education using the analytic hierarchy process. Res High Educ 38(5):593–614
Liberatore MJ, Nydick RL, Sanchez PM (1992) The evaluation of research papers (or how to get an academic committee to agree on something). Interfaces 22(2):92–100
Lillisand TM, Kiefer RW (2000) Remote sensing and image interpretation, 4th edition. John Wiley & Sons, Inc., New York, p 724
Luu LT, Trang PV, Cuong NX, Demaine H, Edwards P, Pant J (2002) Promotion of small-scale pond aquaculture in the Red River Delta, Vietnam, In: Edwards P, Little DC, Demaine H (eds) Rural aquaculture, CABI Publishing, Wallingford, UK, pp 55–76
Malczewski J (1999) GIS and multicriteria decision analysis. New York: Wiley, p 392
Millet I (1998) Ethical decision making using the analytic hierarchy process. J Bus Ethics 17:1197–1204
Mittelmark J, Landkammer D (1990) Design and construction of diversion ponds for aquaculture. Department of Fisheries and Wildlife, University of Minnesota, St. Paul, Minnesota USA
Pereira JMC, Duckstein L (1993) A multiple criteria decision-making approach to GIS-based land suitability evaluation. Int J Geogr Inf Syst 7:407–424
Pe´rez OM, Telfer TC, Ross LG (2003) Use of GIS-based models for integrating and developing marine fish cages within the tourism industry in Tenerife (Canary Islands). Coast Manag 31:355–366
Rajitha K, Mukherjee R, Chandran V (2007) Applications of remote sensing and GIS for sustainable management of shrimp culture in India. Aquacult Eng 36:1–17
Research Systems Inc (2000a) ENVI user’s guide. ENVI version 3.4. Research Systems Inc., USA
Research Systems Inc (2000b) Exploring ENVI, training course manual. Better Solutions Consulting Limited, Liability Company, USA
Ridha M, Al-Ahmad T, Al-Ahmad AA (1985) Tilapia culture in Kuwait: spawning experiments. Kuwait Institute for Scientific Research. Report KISR 1875, Kuwait, p 19
Rossiter DG (1996) A theoretical framework for land evaluation (with discussion). Geoderma 72:165–202
Saaty TL (1977) A scaling method for priorities in hierarchical structure. J Math Physiol 15:234–281
Saaty TL (1980) The Analytic Hierarchy Process. McGraw–Hill, New York, NY
Saaty TL (1988) The analytic hierarchy process. Typesetters Ltd, Beccles, Suffolk
Saaty TL (1990) The analytic hierarchy process: planning, priority setting, resource allocation. RWS Publications, Pittsburgh, p 287
Saaty TL (1994) How to make a decision: the analytic hierarchy process. Interfaces 24(6):19–43
Saaty TL (1999) Decision making for leaders (3rd ed.). RWS Publications, Pittsburgh, PA
Salam MA, Khatun NA, Ali MM (2005) Carp farming potential in Barhatta Upazilla, Bangladesh: a GIS methodological perspective. Aquaculture 245:75–87
Shahid MA, Pramanik MAH, Jabbar MA, Ali S (1992) Remote sensing application to study the coastal shrimp farming area in Bangladesh. Geocarto Int 2:5–13
Suresh AV, Lin CK (1992) Tilapia culture in saline waters: a review. Aquaculture 106:201–226
Venkataratnam L, Thammappa SS, Sankar TR, Anis S (1997) Mapping and monitoring prawn farming areas through remote sensing techniques. Geocarto Int 12(2):23–29
Vibulsresth S, Ratanasermpong S, Dowreang D, Silapathong C (1993) Mangrove monitoring using satellite data. TRSC Newsl 10(1):1–2
William RG (1994) A role for comprehensive planning, Geographical Information System (GIS) technologies and program evaluation in aquatic habitat development. Bull Mar Sci 55(2–3):995–1013
Yi Y, Lin CK (2001) Effects of biomass of caged Nile tilapia (Oreochromis niloticus) and aeration on the growth and yields in an integrated cage-cum-pond system. Aquaculture 195:253–267
Yi Y, Lin CK, Diana J (1996) Influence of Nile tilapia (Oreochromis niloticus) stocking density in cages on their growth and yield in cages and in ponds containing the cages. Aquaculture 146:205–215
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Hossain, M.S., Chowdhury, S.R., Das, N.G. et al. Multi-criteria evaluation approach to GIS-based land-suitability classification for tilapia farming in Bangladesh. Aquacult Int 15, 425–443 (2007). https://doi.org/10.1007/s10499-007-9109-y
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DOI: https://doi.org/10.1007/s10499-007-9109-y