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Jochem verrelst
Jochem verrelst
Post-doc researcher, Image Processing Laboratory (IPL), University of Valencia
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Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties–A review
J Verrelst, G Camps-Valls, J Muñoz-Marí, JP Rivera, F Veroustraete, ...
ISPRS Journal of Photogrammetry and Remote Sensing 108, 273-290, 2015
6932015
Evaluation of sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content
J Delegido, J Verrelst, L Alonso, J Moreno
Sensors 11 (7), 7063-7081, 2011
6542011
Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and-3
J Verrelst, J Muñoz, L Alonso, J Delegido, JP Rivera, G Camps-Valls, ...
Remote Sensing of Environment 118, 127-139, 2012
5572012
Quantifying vegetation biophysical variables from imaging spectroscopy data: A review on retrieval methods
J Verrelst, Z Malenovský, C Van der Tol, G Camps-Valls, ...
Surveys in Geophysics 40, 589-629, 2019
4052019
Earth system science related imaging spectroscopy—An assessment
ME Schaepman, SL Ustin, AJ Plaza, TH Painter, J Verrelst, S Liang
Remote Sensing of Environment 113, S123-S137, 2009
3922009
Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods–A comparison
J Verrelst, JP Rivera, F Veroustraete, J Muñoz-Marí, JGPW Clevers, ...
ISPRS Journal of Photogrammetry and Remote Sensing 108, 260-272, 2015
3592015
Angular sensitivity analysis of vegetation indices derived from CHRIS/PROBA data
J Verrelst, ME Schaepman, B Koetz, M Kneubühler
Remote Sensing of Environment 112 (5), 2341-2353, 2008
3402008
Multioutput support vector regression for remote sensing biophysical parameter estimation
D Tuia, J Verrelst, L Alonso, F Pérez-Cruz, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 8 (4), 804-808, 2011
3292011
A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems
J Delegido, J Verrelst, CM Meza, JP Rivera, L Alonso, J Moreno
European Journal of Agronomy 46, 42-52, 2013
3122013
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
2822020
Sun‐induced fluorescence – a new probe of photosynthesis: First maps from the imaging spectrometer HyPlant
U Rascher, L Alonso, A Burkart, C Cilia, S Cogliati, R Colombo, A Damm, ...
Global change biology 21 (12), 4673-4684, 2015
2822015
Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review
L Gao, X Wang, BA Johnson, Q Tian, Y Wang, J Verrelst, X Mu, X Gu
ISPRS Journal of Photogrammetry and Remote Sensing 159, 364-377, 2020
2712020
Retrieval of vegetation biophysical parameters using Gaussian process techniques
J Verrelst, L Alonso, G Camps-Valls, J Delegido, J Moreno
IEEE Transactions on Geoscience and Remote Sensing 50 (5), 1832-1843, 2011
2622011
Global sensitivity analysis of the SCOPE model: What drives simulated canopy-leaving sun-induced fluorescence?
J Verrelst, JP Rivera, C van der Tol, F Magnani, G Mohammed, J Moreno
Remote Sensing of Environment 166, 8-21, 2015
2492015
A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation
G Camps-Valls, J Verrelst, J Munoz-Mari, V Laparra, F Mateo-Jimenez, ...
IEEE Geoscience and Remote Sensing Magazine 4 (2), 58-78, 2016
2392016
Spectral band selection for vegetation properties retrieval using Gaussian processes regression
J Verrelst, JP Rivera, A Gitelson, J Delegido, J Moreno, G Camps-Valls
International Journal of Applied Earth Observation and Geoinformation 52 …, 2016
2142016
Capturing the fugitive: Applying remote sensing to terrestrial animal distribution and diversity
E Leyequien, J Verrelst, M Slot, G Schaepman-Strub, IMA Heitkönig, ...
International Journal of Applied Earth Observation and Geoinformation 9 (1 …, 2007
2012007
Gaussian processes uncertainty estimates in experimental Sentinel-2 LAI and leaf chlorophyll content retrieval
J Verrelst, JP Rivera, J Moreno, G Camps-Valls
ISPRS journal of photogrammetry and remote sensing 86, 157-167, 2013
1622013
Toward a semiautomatic machine learning retrieval of biophysical parameters
JPR Caicedo, J Verrelst, J Muñoz-Marí, J Moreno, G Camps-Valls
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
1562014
Mapping vegetation density in a heterogeneous river floodplain ecosystem using pointable CHRIS/PROBA data
J Verrelst, E Romijn, L Kooistra
Remote Sensing 4 (9), 2866-2889, 2012
1472012
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