Juan Pablo Rivera

According to our database1, Juan Pablo Rivera authored at least 31 papers between 2012 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection.
Environ. Model. Softw., 2020

Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data.
Remote. Sens., 2019

Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation.
Remote. Sens., 2019

Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models.
Remote. Sens., 2019

2018
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 Trans. Geosci. Remote. Sens., 2018

Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Retrieval of canopy water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Statistical Learning For End-To-End Simulations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Approximating Experimental Vegetation Spectroscopy Data through Emulation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Progress in Emulation For Radiative Transfer Modeling And Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

FLEX/S3 Tandem Mission Performance Assessment: Evolution of the End-to-End Simulator Flex-E.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Remote Estimation of Canopy Water Content in Different Crop Types with New Hyperspectral Indices.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

The Sensagri Sentinel-2 Lai Green and Brown Product: from Algorithm Development Towards Operational Mapping.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra.
Remote. Sens., 2017

2016
FLEX End-to-End Mission Performance Simulator.
IEEE Trans. Geosci. Remote. Sens., 2016

Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis.
Remote. Sens., 2016

Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2016

Spectral band selection for vegetation properties retrieval using Gaussian processes regression.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning.
Remote. Sens., 2015

Brown and green LAI mapping through spectral indices.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Replacing radiative transfer models by surrogate approximations through machine learning.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions.
IEEE Trans. Geosci. Remote. Sens., 2014

Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization.
Remote. Sens., 2014

Global sensitivity analysis of the A-SCOPE model in support of future FLEX fluorescence retrievals.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Synthetic scene simulator for hyperspectral spaceborne passive optical sensors. Application to ESA's FLEX/sentinel-3 tandem mission.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013
Gaussian Process Retrieval of Chlorophyll Content From Imaging Spectroscopy Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model.
Remote. Sens., 2013

2012
Optimizing LUT-based radiative transfer model inversion for retrieval of biophysical parameters using hyperspectral data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Potential retrieval of biophysical parameters from FLORIS, S3-OLCI and its synergy.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012


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