與「Jorge Vicent」相符的使用者個人學術檔案
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FLEX end-to-end mission performance simulator
The FLuorescence EXplorer (FLEX) mission, selected as the European Space Agency's
eighth Earth Explorer, aims to globally measure the sun-induced-chlorophyll-fluorescence …
eighth Earth Explorer, aims to globally measure the sun-induced-chlorophyll-fluorescence …
Multioutput Feature Selection for Emulation and Sensitivity Analysis
Statistical regression methods are widely used in remote sensing applications but tend to
lack physical interpretability. In this article, we introduce a methodological framework to …
lack physical interpretability. In this article, we introduce a methodological framework to …
Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data
J Estévez, J Vicent, JP Rivera-Caicedo… - ISPRS Journal of …, 2020 - Elsevier
Retrieval of vegetation properties from satellite and airborne optical data usually takes place
after atmospheric correction, yet it is also possible to develop retrieval algorithms directly …
after atmospheric correction, yet it is also possible to develop retrieval algorithms directly …
Emulation of leaf, canopy and atmosphere radiative transfer models for fast global sensitivity analysis
Physically-based radiative transfer models (RTMs) help understand the interactions of
radiation with vegetation and atmosphere. However, advanced RTMs can be computationally …
radiation with vegetation and atmosphere. However, advanced RTMs can be computationally …
[HTML][HTML] Top-of-atmosphere retrieval of multiple crop traits using variational heteroscedastic Gaussian processes within a hybrid workflow
In support of cropland monitoring, operational Copernicus Sentinel-2 (S2) data became
available globally and can be explored for the retrieval of important crop traits. Based on a …
available globally and can be explored for the retrieval of important crop traits. Based on a …
Compensation of oxygen transmittance effects for proximal sensing retrieval of canopy–leaving sun–induced chlorophyll fluorescence
Estimates of Sun–Induced vegetation chlorophyll Fluorescence (SIF) using remote sensing
techniques are commonly determined by exploiting solar and/or telluric absorption features. …
techniques are commonly determined by exploiting solar and/or telluric absorption features. …
Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)
Atmospheric radiative transfer models (RTMs) are software tools that help researchers in
understanding the radiative processes occurring in the Earth's atmosphere. Given their …
understanding the radiative processes occurring in the Earth's atmosphere. Given their …
Global sensitivity analysis of leaf-canopy-atmosphere RTMs: Implications for biophysical variables retrieval from top-of-atmosphere radiance data
Knowledge of key variables driving the top of the atmosphere (TOA) radiance over a vegetated
surface is an important step to derive biophysical variables from TOA radiance data, eg, …
surface is an important step to derive biophysical variables from TOA radiance data, eg, …
Emulation as an accurate alternative to interpolation in sampling radiative transfer codes
Computationally expensive radiative transfer models (RTMs) are widely used to realistically
reproduce the light interaction with the earth surface and atmosphere. Because these …
reproduce the light interaction with the earth surface and atmosphere. Because these …
Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery
The continuous monitoring of the terrestrial Earth system by a growing number of optical
satellite missions provides valuable insights into vegetation and cropland characteristics. …
satellite missions provides valuable insights into vegetation and cropland characteristics. …