Publicaciones en las que colabora con GUSTAU CAMPS VALLS (79)

2023

  1. Estimation of vegetation traits with kernel NDVI

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 408-417

  2. 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

  1. Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning

    Remote Sensing of Environment, Vol. 280

  2. Retrieval of Physical Parameters With Deep Structured Kernel Regression

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  3. Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

2021

  1. A unified vegetation index for quantifying the terrestrial biosphere

    Science Advances, Vol. 7, Núm. 9

  2. 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

  1. A global canopy water content product from AVHRR/Metop

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 162, pp. 77-93

  2. Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. 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

  4. Machine learning methods for spatial and temporal parameter estimation

    Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35

  5. Understanding deep learning in land use classification based on Sentinel-2 time series

    Scientific Reports, Vol. 10, Núm. 1

2019

  1. Foreword to the special issue on IGARSS 2018

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

  2. Gradient-based automatic lookup table generator for radiative transfer models

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 2, pp. 1040-1048

  3. Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods

    Surveys in Geophysics, Vol. 40, Núm. 3, pp. 589-629

2018

  1. 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

  2. Derivation of global vegetation biophysical parameters from EUMETSAT Polar System

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 139, pp. 57-74

  3. 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

  4. GAP FILLING OF BIOPHYSICAL PARAMETER TIME SERIES WITH MULTI-OUTPUT GAUSSIAN PROCESSES

    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM

  5. GENERATION OF GLOBAL VEGETATION PRODUCTS FROM EUMETSAT AVHRR/METOP SATELLITES

    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM