Automated Detection of Center-Pivot Irrigation Systems from Remote Sensing Imagery Using Deep Learning

Effective detection of center-pivot irrigation systems is crucial in understanding agricultural activity and managing groundwater resources for sustainable uses, especially in semi-arid regions such as North Dakota, where irrigation primarily depends on groundwater resources. In this study, we have...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Aliasghar Bazrafkan, James Kim, Rob Proulx, Zhulu Lin
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	ArcGIS Pro center-pivot irrigation system deep learning Landsat 8 NAIP imagery Sentinel-2
Online Access:	https://www.mdpi.com/2072-4292/17/13/2276