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Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

Accurate spatial information of agricultural fields in smallholder farms is important for providing actionable information to farmers, managers, and policymakers. Very High Resolution (VHR) satellite images can capture such information. However, the automated delineation of fields in smallholder far...

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Detalles Bibliográficos
Autores principales: Persello, C., Tolpekin, V.A., Bergado, J.R., de By, R.A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Elsevier Pub. Co 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6737917/
https://www.ncbi.nlm.nih.gov/pubmed/31534278
http://dx.doi.org/10.1016/j.rse.2019.111253