Using Deep Learning and Very-High-Resolution Imagery to Map Smallholder Field Boundaries

Using Deep Learning and Very-High-Resolution Imagery to Map Smallholder Field Boundaries

The mapping of field boundaries can provide important information for increasing food production and security in agricultural systems across the globe. Remote sensing can provide a viable way to map field boundaries across large geographic extents, yet few studies have used satellite imagery to map...

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Bibliographic Details
Main Authors: Weiye Mei, Haoyu Wang, David Fouhey, Weiqi Zhou, Isabella Hinks, Josh M. Gray, Derek Van Berkel, Meha Jain
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
field boundary delineation
Mask R-CNN
WorldView-3
smallholder farms
India
Online Access:https://www.mdpi.com/2072-4292/14/13/3046

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