Katja Berger

发表

Spaceborne Imaging Spectroscopy for Sustainable Agriculture: Contributions and Challenges

Wolfram Mauser, Tobias B. Hank, Katja Berger, 2018, Surveys in Geophysics.

Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model

Clement Atzberger, Wolfram Mauser, Katja Berger, 2018, Remote. Sens..

Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study

Wolfram Mauser, Katja Berger, Tobias Hank, 2018, Remote. Sens..

Fitted PROSAIL Parameterization of Leaf Inclinations, Water Content and Brown Pigment Content for Winter Wheat and Maize Canopies

Wolfram Mauser, Katja Berger, Tobias Hank, 2019, Remote. Sens..

Simulation of Spaceborne Hyperspectral Remote Sensing to Assist Crop Nitrogen Content Monitoring in Agricultural Crops

Wolfram Mauser, Katja Berger, Tobias Hank, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Retrieval of Canopy Water Content Through Inversion of the Beer-Lambert Law

Wolfram Mauser, Katja Berger, Tobias Hank, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Physically-Based Retrieval of Canopy Equivalent Water Thickness Using Hyperspectral Data

Wolfram Mauser, Katja Berger, Tobias Hank, 2018, Remote. Sens..

Developing a Sandbox Environment for Prosail, Suitable for Education and Research

Wolfram Mauser, Katja Berger, Tobias Hank, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

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

Katja Berger, Tobias Hank, Wolfram Mauser, 2020, Remote sensing of environment.

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

Katja Berger, Tobias Hank, Gustau Camps-Valls, 2020, Int. J. Appl. Earth Obs. Geoinformation.

Retrieval of Biophysical Crop Variables from Multi-Angular Canopy Spectroscopy

Wolfram Mauser, Katja Berger, Tobias Hank, 2017, Remote. Sens..

Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow

Jorge Vicent, Katja Berger, Jochem Verrelst, 2021, Remote. Sens..

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

Katja Berger, Tobias Hank, Jochem Verrelst, 2021, Remote. Sens..

Remote and Proximal Assessment of Plant Traits

Katja Berger, Ittai Herrmann, I. Herrmann, 2021, Remote. Sens..

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

Wolfram Mauser, Katja Berger, Tobias Hank, 2021 .

Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery

Katja Berger, Tobias Hank, Andrej Halabuk, 2021, Remote. Sens..

Monitoring the Foliar Nutrients Status of Mango Using Spectroscopy-Based Spectral Indices and PLSR-Combined Machine Learning Models

Katja Berger, Ittai Herrmann, Rabi N. Sahoo, 2021, Remote. Sens..

Statistical modelling of spatial patterns of the urban heat island intensity in the urban environment of Augsburg, Germany

Katja Berger, Alexandra Schneider, Susanne Breitner, 2019, Urban Climate.