A5040076189- Remote Sensing in Agriculture
- Land Use and Ecosystem Services
- Food Supply Chain Traceability
- Smart Agriculture and AI
- Effects of Environmental Stressors on Livestock
- Remote Sensing and Land Use
Brazilian Agricultural Research Corporation
2022-2024
Integrated crop–livestock systems (ICLS) are among the main viable strategies for sustainable agricultural production. Mapping these is crucial monitoring land use changes in Brazil, playing a significant role promoting Due to highly dynamic nature of ICLS management, mapping them challenging task. The objective this research was develop method using deep learning algorithms applied on Satellite Image Time Series (SITS) data cubes, which consist Sentinel-2 (S2) and PlanetScope (PS) satellite...
Abstract. Land use and land cover (LULC) classification has long been an essential topic in Earth Observation research plays a key role the sustainable development of agriculture. This study evaluated accuracy LULC based on initial clustering step heterogeneous agricultural landscape using PlanetScope imagery while checking for variability among their Normalized Difference Vegetation Index (NDVI) temporal signatures. We adopt object-based image analysis to generate image-objects then extract...
Abstract. Various approaches were developed considering the need to increase agricultural productivity in cultivated areas without more deforestation, such as Integrated Crop livestock systems (ICLS). The ICLS could be composed of annual crops followed by pastureland with presence cattle. Due high temporal dynamic rotation between over season, monitoring these is a big challenge. Also, organizations worldwide highlight for early-season maps this kind work. In context, study evaluated...