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farm detection 1satellite imagery 1seasonal representation learning 1spatial ranking 1weak supervision 1

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cs.CV2026

Weakly Supervised Spatio-Temporal Candidate Discovery of Dairy Farm Sites from Seasonal Satellite Imagery

Usman Haider, Fatima Khalid, Karl Mason

The paper presents a weakly supervised method that uses multi‑season Sentinel satellite images and OpenStreetMap priors to rank and cluster candidate dairy farm locations, reducing…