A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data
Berger, Katja, Caicedo, Juan Pablo Rivera, Martino, Luca, Wocher, Matthias, Hank, Tobias, Verrelst, Jochem
Published in Remote sensing (Basel, Switzerland) (15.01.2021)
Published in Remote sensing (Basel, Switzerland) (15.01.2021)
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Journal Article
Systematic Assessment of MODTRAN Emulators for Atmospheric Correction
Vicent Servera, Jorge, Rivera-Caicedo, Juan Pablo, Verrelst, Jochem, Munoz-Mari, Jordi, Sabater, Neus, Berthelot, Beatrice, Camps-Valls, Gustau, Moreno, Jose
Published in IEEE transactions on geoscience and remote sensing (01.01.2022)
Published in IEEE transactions on geoscience and remote sensing (01.01.2022)
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Journal Article
Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data
Verrelst, Jochem, Vicent, Jorge, Rivera-Caicedo, Juan Pablo, Lumbierres, Maria, Morcillo-Pallarés, Pablo, Moreno, José
Published in Remote sensing (Basel, Switzerland) (17.08.2019)
Published in Remote sensing (Basel, Switzerland) (17.08.2019)
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Journal Article
Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data
Pascual-Venteo, Ana B, Portalés, Enrique, Berger, Katja, Tagliabue, Giulia, Garcia, Jose L, Pérez-Suay, Adrián, Rivera-Caicedo, Juan Pablo, Verrelst, Jochem
Published in Remote sensing (Basel, Switzerland) (19.05.2022)
Published in Remote sensing (Basel, Switzerland) (19.05.2022)
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Journal Article
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission
Candiani, Gabriele, Tagliabue, Giulia, Panigada, Cinzia, Verrelst, Jochem, Picchi, Valentina, Caicedo, Juan Pablo Rivera, Boschetti, Mirco
Published in Remote sensing (Basel, Switzerland) (08.04.2022)
Published in Remote sensing (Basel, Switzerland) (08.04.2022)
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Journal Article
Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters
Caicedo, Juan Pablo Rivera, Verrelst, Jochem, Munoz-Mari, Jordi, Moreno, Jose, Camps-Valls, Gustavo
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
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Journal Article
Quantifying Fundamental Vegetation Traits over Europe Using the Sentinel-3 OLCI Catalogue in Google Earth Engine
Reyes-Muñoz, Pablo, Pipia, Luca, Salinero-Delgado, Matías, Belda, Santiago, Berger, Katja, Estévez, José, Morata, Miguel, Rivera-Caicedo, Juan Pablo, Verrelst, Jochem
Published in Remote sensing (Basel, Switzerland) (10.03.2022)
Published in Remote sensing (Basel, Switzerland) (10.03.2022)
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Journal Article
Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models
Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Belda, Santiago, De Grave, Charlotte, Burriel, Helena, Moreno, Jose, Verrelst, Jochem
Published in Remote sensing (Basel, Switzerland) (18.10.2019)
Published in Remote sensing (Basel, Switzerland) (18.10.2019)
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Journal Article
Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery
Caballero, Gabriel, Pezzola, Alejandro, Winschel, Cristina, Casella, Alejandra, Angonova, Paolo Sanchez, Rivera-Caicedo, Juan Pablo, Berger, Katja, Verrelst, Jochem, Delegido, Jesus
Published in Remote sensing (Basel, Switzerland) (10.09.2022)
Published in Remote sensing (Basel, Switzerland) (10.09.2022)
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Journal Article
Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)
Vicent, Jorge, Verrelst, Jochem, Sabater, Neus, Alonso, Luis, Rivera-Caicedo, Juan Pablo, Martino, Luca, Muñoz-Marí, Jordi, Moreno, José
Published in Geoscientific Model Development (20.04.2020)
Published in Geoscientific Model Development (20.04.2020)
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Journal Article
Introducing ARTMO's Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape
Aghababaei, Masoumeh, Ebrahimi, Ataollah, Naghipour, Ali Asghar, Asadi, Esmaeil, Pérez-Suay, Adrián, Morata, Miguel, Garcia, Jose Luis, Caicedo, Juan Pablo Rivera, Verrelst, Jochem
Published in Remote sensing (Basel, Switzerland) (06.09.2022)
Published in Remote sensing (Basel, Switzerland) (06.09.2022)
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Journal Article
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes
Vicent, Jorge, Verrelst, Jochem, Rivera-Caicedo, Juan Pablo, Sabater, Neus, Munoz-Mari, Jordi, Camps-Valls, Gustau, Moreno, Jose
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2018)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2018)
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Journal Article
Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation
Verrelst, Jochem, Rivera Caicedo, Juan Pablo, Vicent, Jorge, Morcillo Pallarés, Pablo, Moreno, José
Published in Remote sensing (Basel, Switzerland) (16.01.2019)
Published in Remote sensing (Basel, Switzerland) (16.01.2019)
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Journal Article
Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches
Reis Pereira, Mafalda, Verrelst, Jochem, Tosin, Renan, Rivera Caicedo, Juan Pablo, Tavares, Fernando, Neves dos Santos, Filipe, Cunha, Mário
Published in Agronomy (Basel) (01.02.2024)
Published in Agronomy (Basel) (01.02.2024)
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Journal Article
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF
Lomelí-Huerta, José Roberto, Rivera-Caicedo, Juan Pablo, De-la-Torre, Miguel, Acevedo-Juárez, Brenda, Cepeda-Morales, Jushiro, Avila-George, Himer
Published in PeerJ. Computer science (13.05.2022)
Published in PeerJ. Computer science (13.05.2022)
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Journal Article
Mapping landscape canopy nitrogen content from space using PRISMA data
Verrelst, Jochem, Rivera-Caicedo, Juan Pablo, Reyes-Muñoz, Pablo, Morata, Miguel, Amin, Eatidal, Tagliabue, Giulia, Panigada, Cinzia, Hank, Tobias, Berger, Katja
Published in ISPRS journal of photogrammetry and remote sensing (01.08.2021)
Published in ISPRS journal of photogrammetry and remote sensing (01.08.2021)
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Journal Article
Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery
Tagliabue, Giulia, Boschetti, Mirco, Bramati, Gabriele, Candiani, Gabriele, Colombo, Roberto, Nutini, Francesco, Pompilio, Loredana, Rivera-Caicedo, Juan Pablo, Rossi, Marta, Rossini, Micol, Verrelst, Jochem, Panigada, Cinzia
Published in ISPRS journal of photogrammetry and remote sensing (01.05.2022)
Published in ISPRS journal of photogrammetry and remote sensing (01.05.2022)
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Journal Article
DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection
Belda, Santiago, Pipia, Luca, Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Amin, Eatidal, De Grave, Charlotte, Verrelst, Jochem
Published in Environmental modelling & software : with environment data news (01.05.2020)
Published in Environmental modelling & software : with environment data news (01.05.2020)
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Journal Article