Predicting plant biomass and species richness in temperate grasslands across regions, time, and land management with remote sensing and deep learning
Javier Muro, Anja Linstädter, Paul Magdon, Stephan Wöllauer, F. A. Männer, Lisa-Maricia Schwarz, Gohar Ghazaryan, Johannes Schultz, Zbyněk Malenovský, Olena Dubovyk
Topics & Concepts
Environmental scienceSpecies richnessRemote sensingBiomass (ecology)GrasslandVegetation (pathology)Range (aeronautics)Spatial ecologyRandom forestTemperate climatePredictive modellingPhysical geographyEcologyComputer scienceGeographyMachine learningMedicineBiologyComposite materialPathologyMaterials scienceRemote Sensing in AgricultureSpecies Distribution and Climate ChangeLand Use and Ecosystem Services