Articles with public access mandates - Juan Pablo Rivera CaicedoLearn more
Not available anywhere: 5
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
Mandates: Government of Spain
Brown and green LAI mapping through spectral indices
J Delegido, J Verrelst, JP Rivera, A Ruiz-Verdú, J Moreno
International Journal of Applied Earth Observation and Geoinformation 35 …, 2015
Mandates: Government of Spain
Potential retrieval of biophysical parameters from FLORIS, S3-OLCI and its synergy
J Verrelst, JP Rivera, L Alonso, R Lindstrot, J Moreno
2012 IEEE International Geoscience and Remote Sensing Symposium, 7121-7124, 2012
Mandates: Government of Spain
Multioutput Feature Selection for Emulation and Sensitivity Analysis
J Vicent, L Martino, J Verrelst, JPR Caicedo, G Camps-Valls
IEEE Transactions on Geoscience and Remote Sensing, 2024
Mandates: European Commission
Progress in Emulation For Radiative Transfer Modeling And Mapping
J Verrelst, JP Rivera-Caicedo, J Moreno
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
Mandates: European Commission
Available somewhere: 64
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: European Commission, Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
Optimizing LUT-based RTM inversion for semiautomatic mapping of crop biophysical parameters from Sentinel-2 and-3 data: Role of cost functions
J Verrelst, JP Rivera, G Leonenko, L Alonso, J Moreno
IEEE Transactions on Geoscience and Remote Sensing 52 (1), 257-269, 2013
Mandates: Government of Spain
Gaussian process retrieval of chlorophyll content from imaging spectroscopy data
J Verrelst, L Alonso, JPR Caicedo, J Moreno, G Camps-Valls
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
Mandates: Government of Spain
Hyperspectral dimensionality reduction for biophysical variable statistical retrieval
JP Rivera-Caicedo, J Verrelst, J Muñoz-Marí, G Camps-Valls, J Moreno
ISPRS journal of photogrammetry and remote sensing 132, 88-101, 2017
Mandates: European Commission, Government of Spain
On the semi-automatic retrieval of biophysical parameters based on spectral index optimization
JP Rivera, J Verrelst, J Delegido, F Veroustraete, J Moreno
Remote Sensing 6 (6), 4927-4951, 2014
Mandates: Government of Spain
Active learning methods for efficient hybrid biophysical variable retrieval
J Verrelst, S Dethier, JP Rivera, J Munoz-Mari, G Camps-Valls, J Moreno
IEEE Geoscience and Remote Sensing Letters 13 (7), 1012-1016, 2016
Mandates: European Commission, Government of Spain
Emulation of leaf, canopy and atmosphere radiative transfer models for fast global sensitivity analysis
J Verrelst, N Sabater, JP Rivera, J Muñoz-Marí, J Vicent, G Camps-Valls, ...
Remote Sensing 8 (8), 673, 2016
Mandates: European Commission, Government of Spain
DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection
S Belda, L Pipia, P Morcillo-Pallarés, JP Rivera-Caicedo, E Amin, ...
Environmental Modelling & Software 127, 104666, 2020
Mandates: European Commission
Retrieval of canopy water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index
N Pasqualotto, J Delegido, S Van Wittenberghe, J Verrelst, JP Rivera, ...
International journal of applied earth observation and geoinformation 67, 69-78, 2018
Mandates: European Commission, Government of Spain
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