Katja Berger
Ludwig-Maximilians-Universität München
H-index: 30
Europe-Germany
Top articles of Katja Berger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models | Remote Sensing of Environment | Pablo Reyes-Muñoz Dávid D Kovács Katja Berger Luca Pipia Santiago Belda | 2024/5/1 |
Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery | Remote Sensing | Ana B Pascual-Venteo Jose L Garcia Katja Berger José Estévez Jorge Vicent | 2024/3/29 |
CHIME Level 2A and 2B: Atmospheric Correction and Higher-Level Processing | Tobias Storch Raquel de los Reyes Peter Schwind Maximilian Langheinrich David Marshall Ingram | 2024 | |
Real surface vegetation functioning and early stress detection using visible-NIR-thermal sensor synergies: from UAS to future satellite applications | EGU General Assembly Conference Abstracts | Adrián Moncholi Shari Van Wittenberghe Maria Pilar Cendrero-Mateo Luis Alonso Marcos Jiménez | 2023/5 |
Untangling the Causal Links between Satellite Vegetation Products and Environmental Drivers on a Global Scale by the Granger Causality Method | Remote Sensing | Dávid D Kovács Eatidal Amin Katja Berger Pablo Reyes-Muñoz Jochem Verrelst | 2023/10/13 |
Synergy of Sentinel-1 and Sentinel-2 time series for cloud-free vegetation water content mapping with multi-output Gaussian processes | Remote Sensing | Gabriel Caballero Alejandro Pezzola Cristina Winschel Paolo Sanchez Angonova Alejandra Casella | 2023/3/29 |
Cloud-Free Global Maps of Essential Vegetation Traits Processed from the TOA Sentinel-3 Catalogue in Google Earth Engine | Remote Sensing | Dávid D Kovács Pablo Reyes-Muñoz Matías Salinero-Delgado Viktor Ixion Mészáros Katja Berger | 2023/7/5 |
From spectra to plant functional traits: Transferable multi-trait models from heterogeneous and sparse data | Remote Sensing of Environment | Eya Cherif Hannes Feilhauer Katja Berger Phuong D Dao Michael Ewald | 2023/7/1 |
Reviews and syntheses: Remotely sensed optical time series for monitoring vegetation productivity | Lammert Kooistra Katja Berger Benjamin Brede Lukas Valentin Graf Helge Aasen | 2023/6/19 | |
In-situ start and end of growing season dates of major European crop types from France and Bulgaria at a field level | Data in brief | Dessislava Ganeva Tiphaine Tallec Aurore Brut Egor Prikaziuk Enrico Tomelleri | 2023/12/1 |
From spectra to functional plant traits: Transferable multi-trait models from heterogeneous and sparse data | EGU General Assembly Conference Abstracts | Eya Cherif Hannes Feilhauer Katja Berger Michael Ewald Tobias B Hank | 2023/5 |
A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy | Jochem Verrelst Andrej Halabuk Clement Atzberger Tobias Hank Stefanie Steinhauser | 2023/11/1 | |
Irlbach 2021-An Agricultural Flight Campaign to prepare for Spaceborne Spectroscopy using the AVIRIS_NG Instrument | Tobias Hank Katja Berger Matthias Wocher | 2022 | |
Canopy nitrogen content retrieval from hyperspectral satellite data through spectral band selection with Gaussian processes | EGU General Assembly Conference Abstracts | Ana Belen Pascual-Venteo Adrián Pérez-Suay Katja Berger Jochem Verrelst | 2022/5 |
Seasonal mapping of irrigated winter wheat traits in Argentina with a hybrid retrieval workflow using sentinel-2 imagery | Remote sensing | Gabriel Caballero Alejandro Pezzola Cristina Winschel Alejandra Casella Paolo Sanchez Angonova | 2022/9/10 |
Observations and Geoinformation | Shahab Jozdani Dongmei Chen Darren Pouliot Brian Alan Johnson | 2022 | |
Monitoring vegetation traits over Europe using top-of-atmosphere Sentinel-3 data in Google Earth Engine | EGU General Assembly Conference Abstracts | Pablo Reyes-Muñoz Luca Pipia Matias Salinero-Delgado Katja Berger Santiago Belda | 2022/5 |
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning | International Journal of Applied Earth Observation and Geoinformation | Veronika Döpper Alby Duarte Rocha Katja Berger Tobias Gränzig Jochem Verrelst | 2022/6/1 |
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data | Remote sensing of environment | José Estévez Matías Salinero-Delgado Katja Berger Luca Pipia Juan Pablo Rivera-Caicedo | 2022/5/1 |
Quantifying Irrigated Winter Wheat LAI in Argentina Using Multiple Sentinel-1 Incidence Angles | Remote sensing | Gabriel Caballero Alejandro Pezzola Cristina Winschel Alejandra Casella Paolo Sanchez Angonova | 2022/11/19 |
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