Tilapia Decision Support Tool

The tilapia decision support tool 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...

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Detalles Bibliográficos
Autores principales: Stander, Henk, Greengrass, Catherine, Oladejo, Sunday, Watson, Bruce, Nel, Aldi, Salie, Khalid, Mudege, Netsayi N., Kakwasha, Keagan, Lundeba, Mary, Hossain, Rumana Peerzadi, Siamudaala, Victor
Formato: Imagen
Lenguaje:Inglés
Publicado: Accelerating Impacts of CGIAR Climate Research for Africa 2023
Materias:
Acceso en línea:https://hdl.handle.net/10568/137809
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author Stander, Henk
Greengrass, Catherine
Oladejo, Sunday
Watson, Bruce
Nel, Aldi
Salie, Khalid
Mudege, Netsayi N.
Kakwasha, Keagan
Lundeba, Mary
Hossain, Rumana Peerzadi
Siamudaala, Victor
author_browse Greengrass, Catherine
Hossain, Rumana Peerzadi
Kakwasha, Keagan
Lundeba, Mary
Mudege, Netsayi N.
Nel, Aldi
Oladejo, Sunday
Salie, Khalid
Siamudaala, Victor
Stander, Henk
Watson, Bruce
author_facet Stander, Henk
Greengrass, Catherine
Oladejo, Sunday
Watson, Bruce
Nel, Aldi
Salie, Khalid
Mudege, Netsayi N.
Kakwasha, Keagan
Lundeba, Mary
Hossain, Rumana Peerzadi
Siamudaala, Victor
author_sort Stander, Henk
collection Repository of Agricultural Research Outputs (CGSpace)
description The tilapia decision support tool 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.
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institution CGIAR Consortium
language Inglés
publishDate 2023
publishDateRange 2023
publishDateSort 2023
publisher Accelerating Impacts of CGIAR Climate Research for Africa
publisherStr Accelerating Impacts of CGIAR Climate Research for Africa
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spelling CGSpace1378092025-11-11T16:41:55Z Tilapia Decision Support Tool Stander, Henk Greengrass, Catherine Oladejo, Sunday Watson, Bruce Nel, Aldi Salie, Khalid Mudege, Netsayi N. Kakwasha, Keagan Lundeba, Mary Hossain, Rumana Peerzadi Siamudaala, Victor aquaculture tilapia climate information services The tilapia decision support tool 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. 2023-11 2024-01-16T19:05:18Z 2024-01-16T19:05:18Z Image https://hdl.handle.net/10568/137809 en Limited Access application/pdf Accelerating Impacts of CGIAR Climate Research for Africa Stander H, Greengrass C, Oladejo S, Watson B, Nel A, Salie K, Mudege N, Kakwasha K, Lundeba M, Hossain R, Siamudaala V . 2023. Tilapia Decision Support Tool. AICCRA Multimedia. Accelerating Impacts of CGIAR Climate Research for Africa (AICCRA).
spellingShingle aquaculture
tilapia
climate information services
Stander, Henk
Greengrass, Catherine
Oladejo, Sunday
Watson, Bruce
Nel, Aldi
Salie, Khalid
Mudege, Netsayi N.
Kakwasha, Keagan
Lundeba, Mary
Hossain, Rumana Peerzadi
Siamudaala, Victor
Tilapia Decision Support Tool
title Tilapia Decision Support Tool
title_full Tilapia Decision Support Tool
title_fullStr Tilapia Decision Support Tool
title_full_unstemmed Tilapia Decision Support Tool
title_short Tilapia Decision Support Tool
title_sort tilapia decision support tool
topic aquaculture
tilapia
climate information services
url https://hdl.handle.net/10568/137809
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