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...
| Autores principales: | , , , , , , , , , , |
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| Formato: | Imagen |
| Lenguaje: | Inglés |
| Publicado: |
Accelerating Impacts of CGIAR Climate Research for Africa
2023
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/137809 |
| _version_ | 1855514202342424576 |
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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. |
| format | Imagen |
| id | CGSpace137809 |
| 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 |
| record_format | dspace |
| 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 |
| work_keys_str_mv | AT standerhenk tilapiadecisionsupporttool AT greengrasscatherine tilapiadecisionsupporttool AT oladejosunday tilapiadecisionsupporttool AT watsonbruce tilapiadecisionsupporttool AT nelaldi tilapiadecisionsupporttool AT saliekhalid tilapiadecisionsupporttool AT mudegenetsayin tilapiadecisionsupporttool AT kakwashakeagan tilapiadecisionsupporttool AT lundebamary tilapiadecisionsupporttool AT hossainrumanapeerzadi tilapiadecisionsupporttool AT siamudaalavictor tilapiadecisionsupporttool |