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
3412015
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
3352012
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
3352009
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
3332011
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
2162008
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
2142011
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
1962013
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
1822011
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
1792015
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
1702015
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
1592007
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
1462015
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-Jiménez, ...
IEEE Geoscience and Remote Sensing Magazine 4 (2), 58-78, 2016
1272016
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 (3), 589-629, 2019
1202019
Grazing lawns contribute to the subsistence of mesoherbivores on dystrophic savannas
R JT Verweij, J Verrelst, PE Loth, I MA Heitkönig, A MH Brunsting
Oikos 114 (1), 108-116, 2006
1052006
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
1022016
Multiple cost functions and regularization options for improved retrieval of leaf chlorophyll content and LAI through inversion of the PROSAIL model
JP Rivera, J Verrelst, G Leonenko, J Moreno
Remote Sensing 5 (7), 3280-3304, 2013
942013
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
932012
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
922013
Evaluating the predictive power of sun-induced chlorophyll fluorescence to estimate net photosynthesis of vegetation canopies: A SCOPE modeling study
J Verrelst, C van der Tol, F Magnani, N Sabater, JP Rivera, G Mohammed, ...
Remote Sensing of Environment 176, 139-151, 2016
912016
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