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Anzahl der Publikationen: 13
Zeitschriftenartikel
Wocher, Matthias; Berger, Katja; Verrelst, Jochem und Hank, Tobias
(2022):
Retrieval of carbon content and biomass from hyperspectral imagery over cultivated areas.
In: Isprs Journal of Photogrammetry and Remote Sensing, Bd. 193: S. 104-114
Estevez, Jose; Salinero-Delgado, Matias; Berger, Katja; Pipia, Luca; Rivera-Caicedo, Juan Pablo; Wocher, Matthias; Reyes-Munoz, Pablo; Tagliabue, Giulia; Boschetti, Mirco und Verrelst, Jochem
(2022):
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data.
In: Remote Sensing of Environment, Bd. 273, 112958
Berger, Katja; Machwitz, Miriam; Kycko, Marlena; Kefauver, Shawn C.; Wittenberghe, Shari van; Gerhards, Max; Verrelst, Jochem; Atzberger, Clement; Tol, Christiaan van der; Damm, Alexander; Rascher, Uwe; Herrmann, Ittai; Paz, Veronica Sobejano; Fahrner, Sven; Pieruschka, Roland; Prikaziuk, Egor; Buchaillot, Ma. Luisa; Halabuk, Andrej; Celesti, Marco; Koren, Gerbrand; Gormus, Esra Tunc; Rossini, Micol; Foerster, Michael; Siegmann, Bastian; Abdelbaki, Asmaa; Tagliabue, Giulia; Hank, Tobias; Darvishzadeh, Roshanak; Aasen, Helge; Garcia, Monica; Pocas, Isabel; Bandopadhyay, Subhajit; Sulis, Mauro; Tomelleri, Enrico; Rozenstein, Offer; Filchev, Lachezar; Stancile, Gheorghe und Schlerf, Martin
(2022):
Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review.
In: Remote Sensing of Environment, Bd. 280, 113198
Salinero-Delgado, Matias; Estevez, Jose; Pipia, Luca; Belda, Santiago; Berger, Katja; Paredes Gomez, Vanessa und Verrelst, Jochem
(2022):
Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression.
In: Remote Sensing, Bd. 14, Nr. 1, 146
Reyes-Munoz, Pablo; Pipia, Luca; Salinero-Delgado, Matias; Belda, Santiago; Berger, Katja; Estevez, Jose; Morata, Miguel; Pablo Rivera-Caicedo, Juan und Verrelst, Jochem
(2022):
Quantifying Fundamental Vegetation Traits over Europe Using the Sentinel-3 OLCI Catalogue in Google Earth Engine.
In: Remote Sensing, Bd. 14, Nr. 6, 1347
Pascual-Venteo, Ana B.; Portales, Enrique; Berger, Katja; Tagliabue, Giulia; Garcia, Jose L.; Perez-Suay, Adrian; Pablo Rivera-Caicedo, Juan und Verrelst, Jochem
(2022):
Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data.
In: Remote Sensing, Bd. 14, Nr. 10, 2448
Doepper, Veronika; Rocha, Alby Duarte; Berger, Katja; Graenzig, Tobias; Verrelst, Jochem; Kleinschmit, Birgit und Foerster, Michael
(2022):
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning.
In: International Journal of Applied Earth Observation and Geoinformation, Bd. 110, 102817
Berger, Katja; Rivera Caicedo, Juan Pablo; Martino, Luca; Wocher, Matthias; Hank, Tobias und Verrelst, Jochem
(2021):
A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data.
In: Remote Sensing, Bd. 13, Nr. 2, 287
Estevez, Jose; Berger, Katja; Vicent, Jorge; Rivera-Caicedo, Juan Pablo; Wocher, Matthias und Verrelst, Jochem
(2021):
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow.
In: Remote Sensing, Bd. 13, Nr. 8, 1589
Verrelst, Jochem; Berger, Katja und Rivera-Caicedo, Juan Pablo
(2021):
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms.
In: IEEE Geoscience and Remote Sensing Letters, Bd. 18, Nr. 12: S. 2038-2042
Verrelst, Jochem; Pablo Rivera-Caicedo, Juan; Reyes-Munoz, Pablo; Morata, Miguel; Amin, Eatidal; Tagliabue, Giulia; Panigada, Cinzia; Hank, Tobias und Berger, Katja
(2021):
Mapping landscape canopy nitrogen content from space using PRISMA data.
In: Isprs Journal of Photogrammetry and Remote Sensing, Bd. 178: S. 382-395
Berger, Katja; Verrelst, Jochem; Féret, Jean-Baptiste; Wang, Zhihui; Wocher, Matthias; Strathmann, Markus; Danner, Martin; Mauser, Wolfram und Hank, Tobias
(2020):
Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions.
In: Remote Sensing of Environment, Bd. 242, 111758
Berger, Katja; Verrelst, Jochem; Feret, Jean-Baptiste; Hank, Tobias; Wocher, Matthias; Mauser, Wolfram und Camps-Valls, Gustau
(2020):
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method.
In: International Journal of Applied Earth Observation and Geoinformation, Bd. 92, 102174