Automatic detection tree crown and height using Mask R-CNN based on unmanned aerial vehicles images for biomass mapping

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 28.8K citations

Computing, Computer Science, Computer Vision +10

Carbon Pools and Flux of Global Forest Ecosystems

Robert K. Dixon, A. M. Solomon, Sandra Brown et al. · Science · 1994 · 3.4K citations

Natural Sciences, Ecology, Forestry +17

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

Teja Kattenborn, Jens Leitloff, Felix Schiefer et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 1.7K citations · Full text

Natural Sciences, Earth Sciences, Ecology +14

Is field-measured tree height as reliable as believed – A comparison study of tree height estimates from field measurement, airborne laser scanning and terrestrial laser scanning in a boreal forest

Matti Lehtomäki, Xinlian Liang, Jiri Pyörälä et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 327 citations · Full text

Natural Resources, Forestry, Forest Ecology +16

Biomass is the main driver of changes in ecosystem process rates during tropical forest succession

Madelon Lohbeck, Lourens Poorter, Miguel Martı́nez-Ramos et al. · Ecology · 2014 · 303 citations

Life Sciences, Ecology, Ecosystem Ecology +16