Matthias Wocher

Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions

Katja Berger, Jochem Verrelst, Jean‐Baptiste Féret et al. · Remote Sensing of Environment · 2020 · 403 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Katja Berger, Jochem Verrelst, Jean‐Baptiste Féret et al. · International Journal of Applied Earth Observation and Geoinformation · 2020 · 187 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Efficient RTM-based training of machine learning regression algorithms to quantify biophysical & biochemical traits of agricultural crops

Martin Danner, Katja Berger, Matthias Wocher et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 155 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +17

A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

Katja Berger, Juan Pablo Rivera, Luca Martino et al. · Remote Sensing · 2021 · 110 citations · Full text

Natural Sciences, Earth Sciences, Ecology +15

Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data

José Estévez, Matías Salinero-Delgado, Katja Berger et al. · Remote Sensing of Environment · 2022 · 108 citations · Full text

Agriculture, Cloud Computing, Crop Sciences +17