Canopy height and biomass prediction in Mombaça guinea grass pastures using satellite imagery and machine learning

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

Onisimo Mutanga, Elhadi Adam, Moses Azong Cho · International Journal of Applied Earth Observation and Geoinformation · 2012 · 849 citations

Precision Agriculture, Environmental Monitoring, Wetland Vegetation +13

Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation

William Frampton, Jadunandan Dash, Gary R. Watmough et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 693 citations · Full text

Earth Observation, Precision Agriculture, Environmental Monitoring +19

The role of sensors, big data and machine learning in modern animal farming

Suresh Neethirajan · Sensing and Bio-Sensing Research · 2020 · 346 citations · Full text

Estimating leaf area index and aboveground biomass of grazing pastures using Sentinel-1, Sentinel-2 and Landsat images

Jie Wang, Xiao Xiangming, Rajen Bajgain et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 315 citations

Leaf Area Index, Precision Agriculture, Engineering +12

Remote Sensing of Grassland Production and Management—A Review

Sophie Reinermann, Sarah Asam, Claudia Kuenzer · Remote Sensing · 2020 · 255 citations · Full text

Precision Agriculture, Engineering, Rangeland Productivity +13