Mapping integrated crop–livestock systems using fused Sentinel-2 and PlanetScope time series and deep learning

JPS Werner, M Belgiu, IT Bueno, AA Dos Reis… - Remote Sensing, 2024 - mdpi.com
Integrated crop–livestock systems (ICLS) are among the main viable strategies for
sustainable agricultural production. Mapping these systems is crucial for monitoring land …

SAR and Optical Data Applied to Early-Season Mapping of Integrated Crop–Livestock Systems Using Deep and Machine Learning Algorithms

AP Toro, IT Bueno, JPS Werner, JFG Antunes… - Remote Sensing, 2023 - mdpi.com
Regenerative agricultural practices are a suitable path to feed the global population.
Integrated Crop–livestock systems (ICLSs) are key approaches once the area provides …

HS-FRAG: An open source hybrid segmentation tool to delineate agricultural fields in fragmented landscapes

S Duvvuri, BVNP Kambhammettu - Computers and Electronics in …, 2023 - Elsevier
Fragmented croplands with small and irregular fields pose formidable challenges to
represent agricultural field boundaries. Existing freeware do not consider novel …