Publicaciones (41) Publicaciones de JORGE VICENT SERVERA

2024

  1. Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery

    Remote Sensing, Vol. 16, Núm. 7

  2. Multioutput Feature Selection for Emulation and Sensitivity Analysis

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-11

2023

  1. Multifidelity Gaussian Process Emulation for Atmospheric Radiative Transfer Models

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

2022

  1. Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

2021

  1. Top-of-atmosphere retrieval of multiple crop traits using variational heteroscedastic gaussian processes within a hybrid workflow

    Remote Sensing, Vol. 13, Núm. 8

2020

  1. Adaptive Sequential Interpolator Using Active Learning for Efficient Emulation of Complex Systems

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  2. Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)

    Geoscientific Model Development, Vol. 13, Núm. 4, pp. 1945-1957

  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

2019

  1. Approximating empirical surface reflectance data through emulation: Opportunities for synthetic scene generation

    Remote Sensing, Vol. 11, Núm. 2

  2. Global sensitivity analysis of leaf-canopy-atmosphere RTMs: Implications for biophysical variables retrieval from top-of-atmosphere radiance data

    Remote Sensing, Vol. 11, Núm. 16

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

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

2018

  1. Alg: A Toolbox for the Generation of Look-Up tables Based on Atmospheric Radiative Transfer Models

    Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

  2. Approximating experimental vegetation spectroscopy data through emulation

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Atmospheric and instrumental effects on the fluorescence remote sensing retrieval

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Compensation of oxygen transmittance effects for proximal sensing retrieval of canopy-leaving sun-induced chlorophyll Fluorescence

    Remote Sensing, Vol. 10, Núm. 10

  5. Design of a Generic 3-D Scene Generator for Passive Optical Missions and Its Implementation for the ESA's FLEX/Sentinel-3 Tandem Mission

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 56, Núm. 3, pp. 1290-1307

  6. 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

  7. FLEX/S3 tandem mission performance assessment: Evolution of the end-to-end simulator FLEX-E

    International Geoscience and Remote Sensing Symposium (IGARSS)

  8. Improving the analysis of biogeochemical patterns associated with internal waves in the strait of Gibraltar using remote sensing images

    Estuarine, Coastal and Shelf Science, Vol. 204, pp. 1-13

  9. Multioutput automatic emulator for radiative transfer models

    International Geoscience and Remote Sensing Symposium (IGARSS)