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 | 259 | 2020 |
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 | 251 | 2018 |
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 | 206 | 2012 |
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 | 167 | 2012 |
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 | 160 | 2021 |
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 | 142 | 2020 |
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 | 138 | 2009 |
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 | 127 | 2012 |
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 | 116 | 2019 |
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 | 114 | 2010 |
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 | 93 | 2021 |
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 | 92 | 2022 |
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 | 82 | 2010 |
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 | 74 | 2009 |
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 | 67 | 2021 |
Spectral Sampling with the ASD FIELDSPEC 4 M Danner, M Locherer, T Hank, K Richter GFZ Data Services, 2015 | 67 | 2015 |
Retrieval of biophysical crop variables from multi-angular canopy spectroscopy M Danner, K Berger, M Wocher, W Mauser, T Hank Remote Sensing 9 (7), 726, 2017 | 65 | 2017 |
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 | 64 | 2019 |
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 | 62 | 2021 |
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 | 58 | 2020 |