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dc.creatorStander, H.en_US
dc.creatorMudege, N.en_US
dc.creatorHossain, P.R.en_US
dc.creatorLundeba, M.en_US
dc.date.accessioned2024-02-27T10:10:53Z
dc.date.available2024-02-27T10:10:53Z
dc.date.issued2023en_US
dc.identifier.citationHB Stander, Netsayi Mudege, Peerzadi Hossain, Mary Lundeba. (30/12/2023). Climate Information Systems (CIS) for Aquaculture: Development of a temperature-based early warning alert system for fish farmers in Zambia. Stellenbosch, South Africa: Stellenbosch University (SU).en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12348/5818
dc.description.abstractThis paper presents a temperature-based early warning alert system for fish farmers in Zambia. The decision support tool indicating the conditions under which air temperatures may result in a normal, high risk or emergency scenario, combined with the monitoring and management mitigations recommended under each scenario. During model development, five models were compared, including linear regression, stochastic regression, deep learning, random forest, and decision tree. The data was modelled for a pond designed according to best aquaculture practices, and therefore, pond size and pond depth are constants.en_US
dc.formatPDFen_US
dc.languageenen_US
dc.publisherStellenbosch University (SU)en_US
dc.rightsCC-BY-NC-4.0en_US
dc.subjectdecision toolsen_US
dc.subjectclimate informationen_US
dc.titleClimate Information Systems (CIS) for Aquaculture: Development of a temperature-based early warning alert system for fish farmers in Zambiaen_US
dc.typePresentationen_US
cg.contributor.funderAlliance Bioversity International and CIATen_US
cg.contributor.projectAccelerating Impacts of CGIAR Climate Research for Africa -ZAMBIAen_US
cg.coverage.countryZambiaen_US
cg.coverage.regionEastern Africaen_US
cg.subject.agrovocweatheren_US
cg.subject.agrovoctemperatureen_US
cg.subject.agrovocfishen_US
cg.contributor.affiliationInternational Water Management Instituteen_US
cg.contributor.affiliationWorldFishen_US
cg.contributor.affiliationStellenbosch Universityen_US
cg.identifier.statusTimeless limited accessen_US
cg.contribution.worldfishauthorMudege, N.en_US
cg.contribution.worldfishauthorHossain, P.R.en_US
cg.contribution.worldfishauthorLundeba, M.en_US
cg.description.themeSustainable aquacultureen_US
cg.identifier.urlhttps://mel.cgiar.org/dspace/limiteden_US
cg.creator.idNetsayi Mudege: 0000-0002-0389-1967en_US
cg.creator.idPeerzadi Rumana Hossain: 0000-0002-1125-284Xen_US
cg.creator.idMary Lundeba: 0000-0001-8274-0800en_US
cg.subject.sdgSDG 1 - No povertyen_US
cg.subject.sdgSDG 2 - Zero hungeren_US
cg.subject.impactAreaClimate adaptation and mitigationen_US


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