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Journal Articles
- 2021
[j9]Katja Berger
, Juan Pablo Rivera Caicedo, Luca Martino, Matthias Wocher, Tobias Hank, Jochem Verrelst:
A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data. Remote. Sens. 13(2): 287 (2021)- [j8]José Estévez, Katja Berger, Jorge Vicent, Juan Pablo Rivera Caicedo, Matthias Wocher, Jochem Verrelst:
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow. Remote. Sens. 13(8): 1589 (2021) - [j7]Katja Berger, Tobias Hank, Andrej Halabuk, Juan Pablo Rivera Caicedo, Matthias Wocher, Matej Mojses, Katarina Gerhátová, Giulia Tagliabue, Miguel Morata, Ana Belen Pascual Venteo, Jochem Verrelst:
Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery. Remote. Sens. 13(22): 4711 (2021) - 2020
- [j6]Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls:
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method. Int. J. Appl. Earth Obs. Geoinformation 92: 102174 (2020) - [j5]Matthias Wocher, Katja Berger, Martin Danner, Wolfram Mauser, Tobias Hank:
RTM-based dynamic absorption integrals for the retrieval of biochemical vegetation traits. Int. J. Appl. Earth Obs. Geoinformation 93: 102219 (2020) - 2019
- [j4]Martin Danner, Katja Berger, Matthias Wocher, Wolfram Mauser, Tobias Hank:
Fitted PROSAIL Parameterization of Leaf Inclinations, Water Content and Brown Pigment Content for Winter Wheat and Maize Canopies. Remote. Sens. 11(10): 1150 (2019) - 2018
- [j3]Matthias Wocher, Katja Berger, Martin Danner, Wolfram Mauser, Tobias Hank:
Physically-Based Retrieval of Canopy Equivalent Water Thickness Using Hyperspectral Data. Remote. Sens. 10(12): 1924 (2018) - [j2]Katja Berger, Clement Atzberger, Martin Danner, Matthias Wocher, Wolfram Mauser, Tobias Hank:
Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model. Remote. Sens. 10(12): 2063 (2018) - 2017
- [j1]Martin Danner, Katja Berger, Matthias Wocher, Wolfram Mauser, Tobias Hank:
Retrieval of Biophysical Crop Variables from Multi-Angular Canopy Spectroscopy. Remote. Sens. 9(7): 726 (2017)
Conference and Workshop Papers
- 2024
- [c7]Stefanie Steinhauser, Matthias Wocher, Andrej Halabuk, Svetlana Kosánová, Tobias Hank:
Introducing the Potential of the New Enmap-Box Hybrid Retrieval Workflow for Quantifying Non-Photosynthetic Vegetation. IGARSS 2024: 4073-4076 - 2021
- [c6]Tobias Hank, Katja Berger, Matthias Wocher, Martin Danner, Wolfram Mauser:
Introducing the Potential of the EnMAP-Box for Agricultural Applications Using Desis and Prisma Data. IGARSS 2021: 467-470 - [c5]Katja Berger, Andrej Halabuk, Jochem Verrelst, Matej Mojses, Katarina Gerhátová, Giulia Tagliabue, Matthias Wocher, Tobias Hank:
Towards Quantifying Non-Photosynthetic Vegetation for Agriculture Using Spaceborne Imaging Spectroscopy. IGARSS 2021: 5822-5825 - [c4]Jochem Verrelst, Charlotte De Grave, Eatidal Amin, Pablo Reyes, Miguel Morata, Enrique Portales, Santiago Belda, Giulia Tagliabue, Cinzia Panigada, Mirco Boschetti, Gabriele Candiani, Karl Segl, Stephane Guillasso, Katja Berger, Matthias Wocher, Tobias Hank, Uwe Rascher, Claudia Isola:
Prototyping Vegetation Traits Models in the Context of the Hyperspectral Chime Mission Preparation. IGARSS 2021: 7678-7681 - 2018
- [c3]Martin Danner, Matthias Wocher, Katja Berger, Wolfram Mauser, Tobias Hank:
Developing a Sandbox Environment for Prosail, Suitable for Education and Research. IGARSS 2018: 783-786 - [c2]Katja Berger, Zhihui Wang, Martin Danner, Matthias Wocher, Wolfram Mauser, Tobias Hank:
Simulation of Spaceborne Hyperspectral Remote Sensing to Assist Crop Nitrogen Content Monitoring in Agricultural Crops. IGARSS 2018: 3801-3804 - [c1]Matthias Wocher, Katja Berger, Martin Danner, Wolfram Mauser, Tobias Hank:
Hyperspectral Retrieval of Canopy Water Content Through Inversion of the Beer-Lambert Law. IGARSS 2018: 3805-3808
Informal and Other Publications
- 2020
- [i1]Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls:
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method. CoRR abs/2012.05043 (2020)
Coauthor Index
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