Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar
Food security is challenging to measure in fragile contexts. Here we combine data from previous field surveys with remotely sensed images and apply deep-learning techniques to estimate changes in the number and area of chicken houses on integrated chicken–fish farms and the supply of chicken meat an...
| Autores principales: | , , , , |
|---|---|
| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Springer
2025
|
| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/175830 |
| _version_ | 1855542640720740352 |
|---|---|
| author | Belton, Ben Fang, Peixun Liu, Shuo Zhang, Kaifeng Zhang, Xiaobo |
| author_browse | Belton, Ben Fang, Peixun Liu, Shuo Zhang, Kaifeng Zhang, Xiaobo |
| author_facet | Belton, Ben Fang, Peixun Liu, Shuo Zhang, Kaifeng Zhang, Xiaobo |
| author_sort | Belton, Ben |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | Food security is challenging to measure in fragile contexts. Here we combine data from previous field surveys with remotely sensed images and apply deep-learning techniques to estimate changes in the number and area of chicken houses on integrated chicken–fish farms and the supply of chicken meat and eggs from 2010 to 2023 in Yangon region, Myanmar. Yangon’s poultry sector grew ~10% annually from 2010 to 2020 but contracted ~8% annually from 2020 to 2023. |
| format | Journal Article |
| id | CGSpace175830 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Springer |
| publisherStr | Springer |
| record_format | dspace |
| spelling | CGSpace1758302025-12-19T19:27:19Z Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar Belton, Ben Fang, Peixun Liu, Shuo Zhang, Kaifeng Zhang, Xiaobo fish farms food security poultry farming spatial data fish culture fragility Food security is challenging to measure in fragile contexts. Here we combine data from previous field surveys with remotely sensed images and apply deep-learning techniques to estimate changes in the number and area of chicken houses on integrated chicken–fish farms and the supply of chicken meat and eggs from 2010 to 2023 in Yangon region, Myanmar. Yangon’s poultry sector grew ~10% annually from 2010 to 2020 but contracted ~8% annually from 2020 to 2023. 2025-07 2025-07-28T19:12:40Z 2025-07-28T19:12:40Z Journal Article https://hdl.handle.net/10568/175830 en Open Access Springer Belton, Ben; Fang, Peixun; Liu, Shuo; Zhang, Kaifeng; and Zhang, Xiaobo. 2025. Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar. Nature Food 6(July 2025): 664-667. https://doi.org/10.1038/s43016-025-01192-1 |
| spellingShingle | fish farms food security poultry farming spatial data fish culture fragility Belton, Ben Fang, Peixun Liu, Shuo Zhang, Kaifeng Zhang, Xiaobo Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title | Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title_full | Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title_fullStr | Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title_full_unstemmed | Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title_short | Geospatial analysis enables combined poultry–fish farm monitoring in the fragile state of Myanmar |
| title_sort | geospatial analysis enables combined poultry fish farm monitoring in the fragile state of myanmar |
| topic | fish farms food security poultry farming spatial data fish culture fragility |
| url | https://hdl.handle.net/10568/175830 |
| work_keys_str_mv | AT beltonben geospatialanalysisenablescombinedpoultryfishfarmmonitoringinthefragilestateofmyanmar AT fangpeixun geospatialanalysisenablescombinedpoultryfishfarmmonitoringinthefragilestateofmyanmar AT liushuo geospatialanalysisenablescombinedpoultryfishfarmmonitoringinthefragilestateofmyanmar AT zhangkaifeng geospatialanalysisenablescombinedpoultryfishfarmmonitoringinthefragilestateofmyanmar AT zhangxiaobo geospatialanalysisenablescombinedpoultryfishfarmmonitoringinthefragilestateofmyanmar |