Sledovat
Katja Berger
Katja Berger
GFZ Helmholtz Centre for Geosciences, Germany
E-mailová adresa ověřena na: gfz-potsdam.de
Název
Citace
Citace
Rok
Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions
K Berger, J Verrelst, JB Féret, Z Wang, M Wocher, M Strathmann, ...
Remote Sensing of Environment 242, 111758, 2020
3322020
Evaluation of the PROSAIL model capabilities for future hyperspectral model environments: A review study
K Berger, C Atzberger, M Danner, G D’Urso, W Mauser, F Vuolo, T Hank
Remote Sensing 10 (1), 85, 2018
2892018
Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery
C Atzberger, K Richter
Remote Sensing of Environment 120, 208-218, 2012
2132012
PROSPECT-PRO for estimating content of nitrogen-containing leaf proteins and other carbon-based constituents
JB Féret, K Berger, F De Boissieu, Z Malenovský
Remote Sensing of Environment 252, 112173, 2021
2112021
Derivation of biophysical variables from Earth observation data: validation and statistical measures
K Richter, C Atzberger, TB Hank, W Mauser
Journal of Applied Remote Sensing 6 (1), 063557-063557, 2012
1832012
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
K Berger, J Verrelst, JB Féret, T Hank, M Wocher, W Mauser, ...
International Journal of Applied Earth Observation and Geoinformation 92, 102174, 2020
1672020
Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review
K Berger, M Machwitz, M Kycko, SC Kefauver, S Van Wittenberghe, ...
Remote sensing of environment 280, 113198, 2022
1392022
Experimental assessment of the Sentinel-2 band setting for RTM-based LAI retrieval of sugar beet and maize
K Richter, C Atzberger, F Vuolo, P Weihs, G D’Urso
Canadian Journal of Remote Sensing 35 (3), 230-247, 2009
1392009
Spaceborne imaging spectroscopy for sustainable agriculture: Contributions and challenges
TB Hank, K Berger, H Bach, JGPW Clevers, A Gitelson, P Zarco-Tejada, ...
Surveys in Geophysics 40, 515-551, 2019
1382019
Optimal exploitation of the Sentinel-2 spectral capabilities for crop leaf area index mapping
K Richter, TB Hank, F Vuolo, W Mauser, G D’Urso
Remote Sensing 4 (3), 561-582, 2012
1312012
Efficient RTM-based training of machine learning regression algorithms to quantify biophysical & biochemical traits of agricultural crops
M Danner, K Berger, M Wocher, W Mauser, T Hank
ISPRS Journal of Photogrammetry and Remote sensing 173, 278-296, 2021
1212021
Evaluation of sentinel-2 spectral sampling for radiative transfer model based LAI estimation of wheat, sugar beet, and maize
K Richter, C Atzberger, F Vuolo, G D'Urso
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2010
1172010
Earth Observation products for operational irrigation management in the context of the PLEIADeS project
G D’Urso, K Richter, A Calera, MA Osann, R Escadafal, J Garatuza-Pajan, ...
Agricultural water management 98 (2), 271-282, 2010
902010
Mapping landscape canopy nitrogen content from space using PRISMA data
J Verrelst, JP Rivera-Caicedo, P Reyes-Muñoz, M Morata, E Amin, ...
ISPRS Journal of Photogrammetry and Remote Sensing 178, 382-395, 2021
812021
A survey of active learning for quantifying vegetation traits from terrestrial earth observation data
K Berger, JP Rivera Caicedo, L Martino, M Wocher, T Hank, J Verrelst
Remote Sensing 13 (2), 287, 2021
802021
Biophysical parameter estimation with a semisupervised support vector machine
G Camps-Valls, J Muñoz-Marí, L Gómez-Chova, K Richter, ...
IEEE Geoscience and Remote Sensing Letters 6 (2), 248-252, 2009
772009
Fitted PROSAIL parameterization of leaf inclinations, water content and brown pigment content for winter wheat and maize canopies
M Danner, K Berger, M Wocher, W Mauser, T Hank
Remote Sensing 11 (10), 1150, 2019
742019
Spectral Sampling with the ASD FIELDSPEC 4
M Danner, M Locherer, T Hank, K Richter
GFZ Data Services, 2015
692015
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data
J Estévez, M Salinero-Delgado, K Berger, L Pipia, JP Rivera-Caicedo, ...
Remote sensing of environment 273, 112958, 2022
672022
Intelligent sampling for vegetation nitrogen mapping based on hybrid machine learning algorithms
J Verrelst, K Berger, JP Rivera-Caicedo
IEEE Geoscience and Remote Sensing Letters 18 (12), 2038-2042, 2020
662020
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Články 1–20