55 citations · 152 across the 18 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.AP2022★ 1 cited
Annual field-scale maps of tall and short crops at the global scale using GEDI and Sentinel-2
Stefania Di Tommaso, Sherrie Wang, Vivek Vajipey +3
Crop type maps are critical for tracking agricultural land use and estimating crop production. Remote sensing has proven an efficient and reliable tool for creating these maps in r…
cs.CV2022
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision
Sherrie Wang, Francois Waldner, David B. Lobell
Crop field boundaries aid in mapping crop types, predicting yields, and delivering field-scale analytics to farmers. Recent years have seen the successful application of deep learn…