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J

Juan Pablo Rivera

secihti-uan

38H-index
144Paper Count
6.0KCitation Count
Published Papers 33
Publication Date
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RTM Surrogate Modeling in Optical Remote Sensing: A Review of Emulation for Vegetation and Atmosphere Applications
errRemote Sensing
IF4.1
err2026-03-03
err0
errOAAI
errJochem Verrelst; Miguel Morata; José Luis García-Soria; Yilin Sun; Jianbo Qi; Juan Pablo Rivera-Caicedo
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Epistemic and aleatoric uncertainty in optical vegetation trait retrieval: Concepts, Methods, and Outlook
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-02-14
err0
PREAI
errJochem Verrelst; José Luis García-Soria; Pablo Reyes-Muñoz; Emma De Clerck; Miguel Morata; Juan Pablo Rivera-Caicedo
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Measurements of Auroral Plasma Properties Using Low-Cost, Mobile, Ground-Based Detectors
errEARTH AND SPACE SCIENCE
IF2.6
err2025-09-19
err0
errOAAI
errMackie, S.; Rivera, J.; Evans, T.; Ball, J. L.; Dannhoff, S.; Heinzel, J.; Van de Lindt, J.; Moroch, S.
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On the potential of principal component analysis for the reconstruction of full-spectrum SIF emission and emulated airborne-to-satellite upscaling
errRemote Sensing of Environment
IF11.4
err2025-07-03
err0
errOAAI
errMiguel Morata; Bastian Siegmann; José Luis García-Soria; Juan Pablo Rivera-Caicedo; Jochem Verrelst
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errSave
Climate-driven warming, deoxygenation, and desertification in large marine ecosystems
errJOURNAL OF MARINE SYSTEMS
IF2.5
err2025-05-01
err0
errOAAI
errVenegas, Roberto Mario; Kheireddine, Malika; Caicedo, Juan Pablo Rivera; Treml, Eric A.
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errSave
In Situ Hyperspectral Reflectance Sensing for Mixed Water Quality Monitoring: Insights from the RUT Agricultural Irrigation District
errWATER
IF3
err2025-04-30
err0
errOAAI
errBenavides-Bolanos, Jhony Armando; Echeverri-Sanchez, Andres Fernando; Reyes-Trujillo, Aldemar; Carreno-Sanchez, Maria del Mar; Jaramillo-Llorente, Maria Fernanda; Rivera-Caicedo, Juan Pablo
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Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2024-08-01
err3
errOAAI
errGarcia-Soria, Joseluis; Morata, Miguel; Berger, Katja; Pascual-Venteo, Ana Belen; Rivera-Caicedo, Juan Pablo; Verrelst, Jochem
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Inferring global terrestrial carbon fluxes from the synergy of Sentinel 3 & 5P with Gaussian process hybrid models
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2024-05-01
err4
errOAAI
errReyes-Munoz, Pablo; D.Kovacs, David; Berger, Katja; Pipia, Luca; Belda, Santiago; Rivera-Caicedo, Juan Pablo; Verrelst, Jochem
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Plant Disease Diagnosis Based on Hyperspectral Sensing: Comparative Analysis of Parametric Spectral Vegetation Indices and Nonparametric Gaussian Process Classification Approaches
errAGRONOMY-BASEL
IF3.4
err2024-02-28
err4
errOAAI
errPereira, Mafalda Reis; Verrelst, Jochem; Tosin, Renan; Caicedo, Juan Pablo Rivera; Tavares, Fernando; dos Santos, Filipe Neves; Cunha, Mario
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errSave
Multioutput Feature Selection for Emulation and Sensitivity Analysis
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
PREAI
errVicent Servera, Jorge; Martino, Luca; Verrelst, Jochem; Rivera-Caicedo, Juan Pablo; Camps-Valls, Gustau
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errSave
Mechanism of ORR and OER in non-aqueous electrolytes: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2024-01-01
err3
PREAI
errAttard, Gary A.; Bruce, Peter G.; Calvo, Ernesto J.; Chen, Yuhui; Curtiss, Larry A.; Dewar, Daniel; Ellison, James H. J.; Fernandez-Vidal, Julia; Freunberger, Stefan A.; Gao, Xiangwen; Grey, Clare P.; Hardwick, Laurence J.; Horwitz, Gabriela; Janek, Juergen; Johnson, Lee R.; Jonsson, Erlendur; Karunarathne, Shadeepa; Matsuda, Shoichi; Menkin, Svetlana; Mondal, Soumyadip; Nakanishi, Shuji; Ortiz-Vitoriano, Nagore; Peng, Zhangquan; Rivera, Juan Pablo; Temprano, Israel; Uosaki, Kohei; Wachsman, Eric D.; Wu, Yiying; Ye, Shen
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High resolution retrieval of leaf chlorophyll content over Himalayan pine forest using Visible/IR sensors mounted on UAV and radiative transfer model
errECOLOGICAL INFORMATICS
IF7.3
err2023-07-01
err12
PREAI
errSingh, Prachi; Srivastava, Prashant K.; Verrelst, Jochem; Mall, R. K.; Rivera, Juan Pablo; Dugesar, Vikas; Prasad, Rajendra
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Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression
errPLANT AND SOIL
IF4.1
err2022-06-03
err24
errOAAI
errAyala Izurieta, Johanna Elizabeth; Jara Santillan, Carlos Arturo; Omaira Marquez, Carmen; Julio Garcia, Victor; Pablo Rivera-Caicedo, Juan; Van Wittenberghe, Shari; Delegido, Jesus; Verrelst, Jochem
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An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF
errPEERJ COMPUTER SCIENCE
IF2.5
err2022-05-13
err3
errOAAI
errRoberto Lomeli-Huerta, Jose; Pablo Rivera-Caicedo, Juan; De-la-Torre, Miguel; Acevedo-Juarez, Brenda; Cepeda-Morales, Jushiro; Avila-George, Himer
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errSave
Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2022-05-01
err54
errOAAI
errEstevez, Jose; Salinero-Delgado, Matias; Berger, Katja; Pipia, Luca; Rivera-Caicedo, Juan Pablo; Wocher, Matthias; Reyes-Munoz, Pablo; Tagliabue, Giulia; Boschetti, Mirco; Verrelst, Jochem
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errSave
Systematic Assessment of MODTRAN Emulators for Atmospheric Correction
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err16
errOAAI
errVicent Servera, Jorge; Pablo Rivera-Caicedo, Juan; Verrelst, Jochem; Munoz-Mari, Jordi; Sabater, Neus; Berthelot, Beatrice; Camps-Valls, Gustau; Moreno, Jose
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errSave
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms
errieee geoscience and remote sensing magazine
IF4.4
err2021-12-01
err56
errOAAI
errVerrelst, Jochem; Berger, Katja; Rivera-Caicedo, Juan Pablo
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errSave
Prototyping Sentinel-2 green LAI and brown LAI products for cropland monitoring
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2021-03-01
err50
errOAAI
errAmin, Eatidal; Verrelst, Jochem; Rivera-Caicedo, Juan Pablo; Pipia, Luca; Ruiz-Verdu, Antonio; Moreno, Jose
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errSave
Quantifying vegetation biophysical variables from the Sentinel-3/FLEX tandem mission: Evaluation of the synergy of OLCI and FLORIS data sources
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2020-12-01
err50
errOAAI
errDe Grave, Charlotte; Verrelst, Jochem; Morcillo-Pallares, Pablo; Pipia, Luca; Pablo Rivera-Caicedo, Juan; Amin, Eatidal; Belda, Santiago; Moreno, Jose
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Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2020-04-20
err29
errOAAI
errVicent, Jorge; Verrelst, Jochem; Sabater, Neus; Alonso, Luis; Pablo Rivera-Caicedo, Juan; Martino, Luca; Munoz-Mari, Jordi; Moreno, Jose
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Research Directions

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Co-authors
Cooperation Journals
C
Clare P. Grey
H-index: 132 · Papers: 1.2K
P
Peter G. Bruce
H-index: 123 · Papers: 651
J
Jürgen Janek
H-index: 118 · Papers: 884
L
Larry A. Curtiss
H-index: 115 · Papers: 652
A
Anatoly A. Gitelson
H-index: 100 · Papers: 256
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