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Detecting functional field units from satellite images in smallholder farming systems using a deep learning based computer vision approach: A case study from Bangladesh

Improving agricultural productivity of smallholder farms (which are typically less than 2 ha) is key to food security for millions of people in developing nations. Knowledge of the size and location of crop fields forms the basis for crop statistics, yield forecasting, resource allocation, economic...

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Detalles Bibliográficos
Autores principales: Yang, Ruoyu, Ahmed, Zia U., Schulthess, Urs C., Kamal, Mustafa, Rai, Rahul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7678380/
https://www.ncbi.nlm.nih.gov/pubmed/33251327
http://dx.doi.org/10.1016/j.rsase.2020.100413

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