F.TERRA TERMO.
Departament
GUSTAU
CAMPS VALLS
CATEDRÁTICO/A DE UNIVERSIDAD
Publicaciones en las que colabora con GUSTAU CAMPS VALLS (79)
2023
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Estimation of vegetation traits with kernel NDVI
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 408-417
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Land use classification over smallholding areas in the European Common Agricultural Policy framework
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 197, pp. 320-334
2022
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Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning
Remote Sensing of Environment, Vol. 280
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Retrieval of Physical Parameters With Deep Structured Kernel Regression
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Systematic Assessment of MODTRAN Emulators for Atmospheric Correction
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
2021
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A unified vegetation index for quantifying the terrestrial biosphere
Science Advances, Vol. 7, Núm. 9
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Learning unsupervised feature representations of remote sensing data with sparse convolutional networks
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences (wiley), pp. 15-23
2020
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A global canopy water content product from AVHRR/Metop
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 162, pp. 77-93
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Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine
International Geoscience and Remote Sensing Symposium (IGARSS)
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Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 167, pp. 289-304
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Machine learning methods for spatial and temporal parameter estimation
Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35
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Understanding deep learning in land use classification based on Sentinel-2 time series
Scientific Reports, Vol. 10, Núm. 1
2019
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Foreword to the special issue on IGARSS 2018
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Gradient-based automatic lookup table generator for radiative transfer models
IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 2, pp. 1040-1048
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Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods
Surveys in Geophysics, Vol. 40, Núm. 3, pp. 589-629
2018
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A critical comparison of remote sensing Leaf Area Index estimates over rice-cultivated areas: From Sentinel-2 and Landsat-7/8 to MODIS, GEOV1 and EUMETSAT polar system
Remote Sensing, Vol. 10, Núm. 5
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Derivation of global vegetation biophysical parameters from EUMETSAT Polar System
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 139, pp. 57-74
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Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 12, pp. 4918-4931
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GAP FILLING OF BIOPHYSICAL PARAMETER TIME SERIES WITH MULTI-OUTPUT GAUSSIAN PROCESSES
IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
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GENERATION OF GLOBAL VEGETATION PRODUCTS FROM EUMETSAT AVHRR/METOP SATELLITES
IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM