Javier Lopatin

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

Teja Kattenborn, Javier Lopatin, Michael Förster et al. · Remote Sensing of Environment · 2019 · 243 citations

Woody Invasive Species, Engineering, Forest Biometrics +10

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

Javier Lopatin, Klara Dološ, Héctor J. Hernández et al. · Remote Sensing of Environment · 2015 · 165 citations · Full text

Biodiversity, Engineering, Forest Biometrics +11

How canopy shadow affects invasive plant species classification in high spatial resolution remote sensing

Javier Lopatin, Klara Dološ, Teja Kattenborn et al. · Remote Sensing in Ecology and Conservation · 2019 · 99 citations · Full text

Abstract Plant Invasions, Biodiversity, Precision Agriculture +13

Mapping plant species in mixed grassland communities using close range imaging spectroscopy

Javier Lopatin, Fabian Ewald Fassnacht, Teja Kattenborn et al. · Remote Sensing of Environment · 2017 · 91 citations

Applied Plant Ecology, Biodiversity, Precision Agriculture +11

Linking plant strategies and plant traits derived by radiative transfer modelling

Teja Kattenborn, Fabian Ewald Fassnacht, Simon Pierce et al. · Journal of Vegetation Science · 2017 · 65 citations

Precision Agriculture, Engineering, Botany +23