Jochem Verrelst

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 89

Top Venues

Remote. Sens.

IGARSS

Int. J. Appl. Earth Obs. Geoinformation

IEEE Trans. Geosci. Remote. Sens.

Publications

Ana Belen Pascual Venteo, Jose L. Garcia, Katja Berger, José Estévez, Jorge Vicent, Adrián Pérez-Suay, Shari Van Wittenberghe, Jochem Verrelst
Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery. Remote. Sens. 16 (7) (2024)
Jorge Vicent Servera, Luca Martino, Jochem Verrelst, Juan Pablo Rivera Caicedo, Gustau Camps-Valls
Multioutput Feature Selection for Emulation and Sensitivity Analysis. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Eatidal Amin, Luca Pipia, Santiago Belda, Gregor Perich, Lukas Valentin Graf, Helge Aasen, Shari Van Wittenberghe, José F. Moreno, Jochem Verrelst
In-season forecasting of within-field grain yield from Sentinel-2 time series data. Int. J. Appl. Earth Obs. Geoinformation 126 (2024)
Rabi N. Sahoo, Rajan G. Rejith, Shalini Gakhar, Jochem Verrelst, Rajeev Ranjan, Tarun Kondraju, Mahesh C. Meena, Joydeep Mukherjee, Anchal Dass, Sudhir Kumar, Mahesh Kumar, Raju Dhandapani, Viswanathan Chinnusamy
Estimation of wheat biophysical variables through UAV hyperspectral remote sensing using machine learning and radiative transfer models. Comput. Electron. Agric. 221 (2024)
Reza Hassanpour, Abolfazl Majnooni-Heris, Ahmad Fakheri Fard, Jochem Verrelst
Monitoring Biophysical Variables (FVC, LAI, LCab, and CWC) and Cropland Dynamics at Field Scale Using Sentinel-2 Time Series. Remote. Sens. 16 (13) (2024)
Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour, Esmaeil Asadi, Jochem Verrelst
Monitoring of Plant Ecological Units Cover Dynamics in a Semiarid Landscape from Past to Future Using Multi-Layer Perceptron and Markov Chain Model. Remote. Sens. 16 (9) (2024)
Mingming Jia, Xianxian Guo, Lin Zhang, Mao Wang, Wenqing Wang, Chunyan Lu, Chuanpeng Zhao, Rong Zhang, Ming Wang, Hengqi Yan, Zongming Wang, Jochem Verrelst
Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies. Int. J. Appl. Earth Obs. Geoinformation 130 (2024)
Dávid D. Kovács, Eatidal Amin, Katja Berger, Pablo Reyes-Muñoz, Jochem Verrelst
Untangling the Causal Links between Satellite Vegetation Products and Environmental Drivers on a Global Scale by the Granger Causality Method. Remote. Sens. 15 (20) (2023)
Prachi Singh, Prashant K. Srivastava, Jochem Verrelst, R. K. Mall, Juan Pablo Rivera, Vikas Dugesar, Rajendra Prasad
High resolution retrieval of leaf chlorophyll content over Himalayan pine forest using Visible/IR sensors mounted on UAV and radiative transfer model. Ecol. Informatics 75 (2023)
Elahe Akbari, Ali Darvishi Boloorani, Jochem Verrelst, Stefano Pignatti, Najmeh Neysani Samany, Saeid Soufizadeh, Saeid Hamzeh
Biophysical Variable Retrieval of Silage Maize with Gaussian Process Regression and Hyperparameter Optimization Algorithms. Remote. Sens. 15 (14) (2023)
Soraya Bandak, Seyed Ali Reza Movahedi Naeini, Chooghi Bairam Komaki, Jochem Verrelst, Mohammad Kakooei, Mohammad Ali Mahmoodi
Satellite-Based Estimation of Soil Moisture Content in Croplands: A Case Study in Golestan Province, North of Iran. Remote. Sens. 15 (8) (2023)
Rabi N. Sahoo, Shalini Gakhar, Rajan G. Rejith, Jochem Verrelst, Rajeev Ranjan, Tarun Kondraju, Mahesh C. Meena, Joydeep Mukherjee, Anchal Daas, Sudhir Kumar, Mahesh Kumar, Raju Dhandapani, Viswanathan Chinnusamy
Optimizing the Retrieval of Wheat Crop Traits from UAV-Borne Hyperspectral Image with Radiative Transfer Modelling Using Gaussian Process Regression. Remote. Sens. 15 (23) (2023)
Miguel Morata, Bastian Siegmann, Adrián Pérez-Suay, José Luis García-Soria, Juan Pablo Rivera Caicedo, Jochem Verrelst
Neural Network Emulation of Synthetic Hyperspectral Sentinel-2-Like Imagery With Uncertainty. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Mohammad Hajeb, Saeid Hamzeh, Seyed Kazem Alavipanah, Lamya Neissi, Jochem Verrelst
Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Jorge Vicent Servera, Luca Martino, Jochem Verrelst, Gustau Camps-Valls
Multifidelity Gaussian Process Emulation for Atmospheric Radiative Transfer Models. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jinpeng Cheng, Shaoyu Han, Jochem Verrelst, Chunjiang Zhao, Na Zhang, Yu Zhao, Lei Lei, Han Wang, Guijun Yang, Hao Yang
Deciphering maize vertical leaf area profiles by fusing spectral imagery data and a bell-shaped function. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Dávid D. Kovács, Pablo Reyes-Muñoz, Matías Salinero-Delgado, Viktor Ixion Mészáros, Katja Berger, Jochem Verrelst
Cloud-Free Global Maps of Essential Vegetation Traits Processed from the TOA Sentinel-3 Catalogue in Google Earth Engine. Remote. Sens. 15 (13) (2023)
Gabriel Caballero, Alejandro Pezzola, Cristina Winschel, Paolo Sanchez Angonova, Alejandra Casella, Luciano Orden, Matías Salinero-Delgado, Pablo Reyes-Muñoz, Katja Berger, Jesús Delegido, Jochem Verrelst
Synergy of Sentinel-1 and Sentinel-2 Time Series for Cloud-Free Vegetation Water Content Mapping with Multi-Output Gaussian Processes. Remote. Sens. 15 (7) (2023)
Johanna Elizabeth Ayala Izurieta, Andrés Agustín Beltrán Dávalos, Carlos Arturo Jara Santillán, Sofía Carolina Godoy Ponce, Shari Van Wittenberghe, Jochem Verrelst, Jesús Delegido
Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products. Sensors 23 (21) (2023)
Gabriel Caballero, Alejandro Pezzola, Cristina Winschel, Alejandra Casella, Paolo Sanchez Angonova, Luciano Orden, Katja Berger, Jochem Verrelst, Jesús Delegido
Quantifying Irrigated Winter Wheat LAI in Argentina Using Multiple Sentinel-1 Incidence Angles. Remote. Sens. 14 (22) (2022)
Nemesio Rodriguez-Fernandez, M. Barbier, Jochem Verrelst, H. Lindqvist, E. Bueechi, Pablo Reyes-Muñoz, Arnaud Mialon, Mariette Vreugdenhil, Wouter Dorigo, Alexandre Bouvet, Yann Kerr, Michael Voßbeck, Thomas Kaminski, Marko Scholze
Paving the Road to Flex and Biomass: The Land Surface Carbon Constellation Study. IGARSS (2022)
Matías Salinero-Delgado, José Estévez, Luca Pipia, Santiago Belda, Katja Berger, Vanessa Paredes Gómez, Jochem Verrelst
Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression. Remote. Sens. 14 (1) (2022)
Veronika Döpper, Alby D. Rocha, Katja Berger, Tobias Gränzig, Jochem Verrelst, Birgit Kleinschmit, Michael Förster
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
Gabriel Caballero, Alejandro Pezzola, Cristina Winschel, Alejandra Casella, Paolo Sanchez Angonova, Juan Pablo Rivera Caicedo, Katja Berger, Jochem Verrelst, Jesús Delegido
Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery. Remote. Sens. 14 (18) (2022)
Jorge Vicent Servera, Juan Pablo Rivera Caicedo, Jochem Verrelst, Jordi Muñoz-Marí, Neus Sabater, Béatrice Berthelot, Gustau Camps-Valls, José F. Moreno
Systematic Assessment of MODTRAN Emulators for Atmospheric Correction. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Erekle Chakhvashvili, Bastian Siegmann, Onno Muller, Jochem Verrelst, Juliane Bendig, Thorsten Kraska, Uwe Rascher
Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy. Remote. Sens. 14 (5) (2022)
Miguel Morata, Bastian Siegmann, Adrián Pérez-Suay, Juan Pablo Rivera Caicedo, Jochem Verrelst
Emulation of Synthetic Hyperspectral Sentinel-2-Like Reflectance Images Using Neural Networks. IGARSS (2022)
Ana Belen Pascual Venteo, Enrique Portales, Katja Berger, Giulia Tagliabue, Jose L. Garcia, Adrián Pérez-Suay, Juan Pablo Rivera Caicedo, Jochem Verrelst
Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data. Remote. Sens. 14 (10) (2022)
Pablo Reyes-Muñoz, Luca Pipia, Matías Salinero-Delgado, Santiago Belda, Katja Berger, José Estévez, Miguel Morata, Juan Pablo Rivera Caicedo, Jochem Verrelst
Quantifying Fundamental Vegetation Traits over Europe Using the Sentinel-3 OLCI Catalogue in Google Earth Engine. Remote. Sens. 14 (6) (2022)
Gabriele Candiani, Giulia Tagliabue, Cinzia Panigada, Jochem Verrelst, Valentina Picchi, Juan Pablo Rivera Caicedo, Mirco Boschetti
Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission. Remote. Sens. 14 (8) (2022)
Eatidal Amin, Santiago Belda, Luca Pipia, Zoltan Szantoi, Ahmed El Baroudy, José Moreno, Jochem Verrelst
Multi-Season Phenology Mapping of Nile Delta Croplands Using Time Series of Sentinel-2 and Landsat 8 Green LAI. Remote. Sens. 14 (8) (2022)
Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour, Esmaeil Asadi, Adrián Pérez-Suay, Miguel Morata, Jose L. Garcia, Juan Pablo Rivera Caicedo, Jochem Verrelst
Introducing ARTMO's Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape. Remote. Sens. 14 (18) (2022)
Erekle Chakhvashvili, Juliane Bendig, Bastian Siegmann, Onno Muller, Jochem Verrelst, Uwe Rascher
LAI and Leaf Chlorophyll Content Retrieval Under Changing Spatial Scale Using a UAV-Mounted Multispectral Camera. IGARSS (2022)
Luca Pipia, Eatidal Amin, Santiago Belda, Matías Salinero-Delgado, Jochem Verrelst
Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine. Remote. Sens. 13 (3) (2021)
Pablo Reyes-Muñoz, Luca Pipia, Matías Salinero-Delgado, Charlotte De Grave, José Estévez, Santiago Belda, Jochem Verrelst
Mapping Essential Vegetation Variables Over Europe Using Gaussian Process Regression and Sentinel-3 Data in Google Earth Engine. IGARSS (2021)
Katja Berger, Andrej Halabuk, Jochem Verrelst, Matej Mojses, Katarina Gerhátová, Giulia Tagliabue, Matthias Wocher, Tobias Hank
Towards Quantifying Non-Photosynthetic Vegetation for Agriculture Using Spaceborne Imaging Spectroscopy. IGARSS (2021)
José Estévez, Katja Berger, Jorge Vicent, Juan Pablo Rivera Caicedo, Matthias Wocher, Jochem Verrelst
Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow. Remote. Sens. 13 (8) (2021)
Santiago Belda, Luca Pipia, Eatidal Amin, Matías Salinero, Pablo Reyes, Jochem Verrelst
Crop Phenology Retrieval Through Gaussian Process Regression. IGARSS (2021)
Jochem Verrelst, Charlotte De Grave, Eatidal Amin, Pablo Reyes, Miguel Morata, Enrique Portales, Santiago Belda, Giulia Tagliabue, Cinzia Panigada, Mirco Boschetti, Gabriele Candiani, Karl Segl, Stephane Guillasso, Katja Berger, Matthias Wocher, Tobias Hank, Uwe Rascher, Claudia Isola
Prototyping Vegetation Traits Models in the Context of the Hyperspectral Chime Mission Preparation. IGARSS (2021)
Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour, Esmaeil Asadi, Jochem Verrelst
Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms. Remote. Sens. 13 (17) (2021)
Katja Berger, Juan Pablo Rivera Caicedo, Luca Martino, Matthias Wocher, Tobias Hank, Jochem Verrelst
A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data. Remote. Sens. 13 (2) (2021)
Miguel Morata, Bastian Siegmann, Pablo Morcillo Pallarés, Juan Pablo Rivera Caicedo, Jochem Verrelst
Emulation of Sun-Induced Fluorescence from Radiance Data Recorded by the HyPlant Airborne Imaging Spectrometer. Remote. Sens. 13 (21) (2021)
Helena Burriel, Luis Alonso, Jose Moreno, Jochem Verrelst, Francisco Javier Albiol
First Results of Hyperspectral Scene Generation in Preparation of the Chime Imaging Spectrometer Mission. IGARSS (2021)
Jochem Verrelst, Katja Berger, Juan Pablo Rivera Caicedo
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms. IEEE Geosci. Remote. Sens. Lett. 18 (12) (2021)
Charlotte De Grave, Luca Pipia, Bastian Siegmann, Pablo Morcillo Pallarés, Juan Pablo Rivera Caicedo, José Moreno, Jochem Verrelst
Retrieving and Validating Leaf and Canopy Chlorophyll Content at Moderate Resolution: A Multiscale Analysis with the Sentinel-3 OLCI Sensor. Remote. Sens. 13 (8) (2021)
Oluseun Adeluyi, Angela Harris, Jochem Verrelst, Timothy Foster, Gareth D. Clay
Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Miguel Morata, Bastian Siegmann, Pablo Morcillo Pallarés, Juan Pablo Rivera Caicedo, Jochem Verrelst
Emulation of Sun-Induced Fluorescence from Radiance Data Recorded by the Hyplant Airborne Imaging Spectrometer. IGARSS (2021)
Asmaa Abdelbaki, Martin Schlerf, Rebecca Retzlaff, Miriam Machwitz, Jochem Verrelst, Thomas Udelhoven
Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging. Remote. Sens. 13 (9) (2021)
Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour, Esmaeil Asadi, Jochem Verrelst
Vegetation Types Mapping Using Multi-Temporal Landsat Images in the Google Earth Engine Platform. Remote. Sens. 13 (22) (2021)
Gregor Perich, Helge Aasen, Jochem Verrelst, Francesco Argento, Achim Walter, Frank Liebisch
Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data. Remote. Sens. 13 (12) (2021)
Katja Berger, Tobias Hank, Andrej Halabuk, Juan Pablo Rivera Caicedo, Matthias Wocher, Matej Mojses, Katarina Gerhátová, Giulia Tagliabue, Miguel Morata, Ana Belen Pascual Venteo, Jochem Verrelst
Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery. Remote. Sens. 13 (22) (2021)
Jorge Vicent, Jochem Verrelst, Juan Pablo Rivera Caicedo, Neus Sabater, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes. CoRR (2020)
Benjamin Brede, Jochem Verrelst, Jean-Philippe Gastellu-Etchegorry, Jan G. P. W. Clevers, Leo Goudzwaard, Jan den Ouden, Jan Verbesselt, Martin Herold
Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI. Remote. Sens. 12 (6) (2020)
Sanjiv K. Sinha, Hitendra Padalia, Anindita Dasgupta, Jochem Verrelst, Juan Pablo Rivera
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 86 (2020)
Jochem Verrelst, Juan Pablo Rivera, Anatoly A. Gitelson, Jesús Delegido, José F. Moreno, Gustau Camps-Valls
Spectral band selection for vegetation properties retrieval using Gaussian processes regression. CoRR (2020)
Santiago Belda, Luca Pipia, Pablo Morcillo Pallarés, Juan Pablo Rivera Caicedo, Eatidal Amin, Charlotte De Grave, Jochem Verrelst
DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection. Environ. Model. Softw. 127 (2020)
Mozhgan Abbasi, Jochem Verrelst, Mohsen Mirzaei, Safar Marofi, Hamid Reza Riyahi Bakhtiari
Optimal Spectral Wavelengths for Discriminating Orchard Species Using Multivariate Statistical Techniques. Remote. Sens. 12 (1) (2020)
Jochem Verrelst, Sara Dethier, Juan Pablo Rivera, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval. CoRR (2020)
Jorge Vicent, Luis Alonso, Luca Martino, Neus Sabater, Jochem Verrelst, Gustau Camps-Valls
Gradient-based Automatic Look-Up Table Generator for Atmospheric Radiative Transfer Models. CoRR (2020)
Sajad Khoshnoodmotlagh, Jochem Verrelst, Alireza Daneshi, Mohsen Mirzaei, Hossein Azadi, Mohammad Haghighi, Masoud Hatamimanesh, Safar Marofi
Transboundary Basins Need More Attention: Anthropogenic Impacts on Land Cover Changes in Aras River Basin, Monitoring and Prediction. Remote. Sens. 12 (20) (2020)
Luca Pipia, Jordi Muñoz-Marí, Eatidal Amin, Santiago Belda, Gustau Camps-Valls, Jochem Verrelst
Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes. CoRR (2020)
Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method. CoRR (2020)
Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls
Retrieval of aboveground crop nitrogen content with a hybrid machine learning method. Int. J. Appl. Earth Obs. Geoinformation 92 (2020)
Mohsen Mirzaei, Jochem Verrelst, Mohsen Arbabi, Zohreh Shaklabadi, Masoud Lotfizadeh
Urban Heat Island Monitoring and Impacts on Citizen's General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach. Remote. Sens. 12 (8) (2020)
Pablo Morcillo Pallarés, Juan Pablo Rivera Caicedo, Santiago Belda, Charlotte De Grave, Helena Burriel, José Moreno, Jochem Verrelst
Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models. Remote. Sens. 11 (20) (2019)
Jochem Verrelst, Jorge Vicent, Juan Pablo Rivera Caicedo, Maria Lumbierres, Pablo Morcillo Pallarés, José F. Moreno
Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data. Remote. Sens. 11 (16) (2019)
Jochem Verrelst, Juan Pablo Rivera Caicedo, Jorge Vicent, Pablo Morcillo Pallarés, José Moreno
Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation. Remote. Sens. 11 (2) (2019)
Jorge Vicent Servera, Luis Alonso, Luca Martino, Neus Sabater, Jochem Verrelst, Gustau Camps-Valls, José F. Moreno
Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Mohsen Mirzaei, Jochem Verrelst, Safar Marofi, Mozhgan Abbasi, Hossein Azadi
Eco-Friendly Estimation of Heavy Metal Contents in Grapevine Foliage Using In-Field Hyperspectral Data and Multivariate Analysis. Remote. Sens. 11 (23) (2019)
Mohsen Mirzaei, Safar Marofi, Mozhgan Abbasi, Eisa Solgi, Rholah Karimi, Jochem Verrelst
Scenario-based discrimination of common grapevine varieties using in-field hyperspectral data in the western of Iran. Int. J. Appl. Earth Obs. Geoinformation 80 (2019)
Jochem Verrelst, Juan Pablo Rivera Caicedo, José F. Moreno
Progress in Emulation For Radiative Transfer Modeling And Mapping. IGARSS (2018)
Eatidal Amin, Jochem Verrelst, Juan Pablo Rivera Caicedo, Nieves Pasqualotto, Jesús Delegido, Antonio Ruiz-Verdú, José F. Moreno
The Sensagri Sentinel-2 Lai Green and Brown Product: from Algorithm Development Towards Operational Mapping. IGARSS (2018)
Carolina Tenjo, Antonio Ruiz-Verdú, Neus Sabater, Jorge Vicent, Juan Pablo Rivera Caicedo, Luis Alonso, Jochem Verrelst, Raffaella Franco, Ana Maria Sánchez, Sofia Freitas, José F. Moreno
FLEX/S3 Tandem Mission Performance Assessment: Evolution of the End-to-End Simulator Flex-E. IGARSS (2018)
Nieves Pasqualotto, Jesús Delegido, Shari Van Wittenberghe, Jochem Verrelst, Juan Pablo Rivera, José F. Moreno
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 67 (2018)
Neus Sabater, Jorge Vicent, Luis Alonso, Jochem Verrelst, Elizabeth M. Middleton, Albert Porcar-Castell, José F. Moreno
Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy-Leaving Sun-Induced Chlorophyll Fluorescence. Remote. Sens. 10 (10) (2018)
Jorge Vicent, Neus Sabater, Luis Alonso, Jochem Verrelst, José F. Moreno
Alg: a Toolbox for the Generation of Look-Up tables Based on Atmospheric Radiative Transfer Models. WHISPERS (2018)
Carolina Tenjo, Juan Pablo Rivera Caicedo, Neus Sabater, Jorge Vicent Servera, Luis Alonso, Jochem Verrelst, José F. Moreno
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. 56 (3) (2018)
Jorge Vicent, Jochem Verrelst, Juan Pablo Rivera Caicedo, Neus Sabater, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
Statistical Learning For End-To-End Simulations. IGARSS (2018)
Jochem Verrelst, Juan Pablo Rivera Caicedo, Jorge Vicent, José F. Moreno
Approximating Experimental Vegetation Spectroscopy Data through Emulation. IGARSS (2018)
Nieves Pasqualotto, Jesús Delegido, Shari Van Wittenberghe, Jochem Verrelst, Juan Pablo Rivera, José Moreno
Remote Estimation of Canopy Water Content in Different Crop Types with New Hyperspectral Indices. IGARSS (2018)
Jorge Vicent, Jochem Verrelst, Juan Pablo Rivera Caicedo, Neus Sabater, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Jochem Verrelst, Juan Pablo Rivera Caicedo, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
SCOPE-Based Emulators for Fast Generation of Synthetic Canopy Reflectance and Sun-Induced Fluorescence Spectra. Remote. Sens. 9 (9) (2017)
Jorge Vicent, Neus Sabater, Jochem Verrelst, Luis Alonso, José F. Moreno
Assessment of Approximations in Aerosol Optical Properties and Vertical Distribution into FLEX Atmospherically-Corrected Surface Reflectance and Retrieved Sun-Induced Fluorescence. Remote. Sens. 9 (7) (2017)
Neus Sabater, Elizabeth M. Middleton, Zbynek Malenovský, Luis Alonso, Jochem Verrelst, Karl Fred Huemmrich, Petya K. E. Campbell, William P. Kustas, Jorge Vicent, Shari Van Wittenberghe, José F. Moreno
Oxygen transmittance correction for solar-induced chlorophyll fluorescence measured on proximal sensing: Application to the NASA-GSFC fusion tower. IGARSS (2017)
Neus Sabater, Jorge Vicent, Luis Alonso, Sergio Cogliati, Jochem Verrelst, José F. Moreno
Impact of Atmospheric Inversion Effects on Solar-Induced Chlorophyll Fluorescence: Exploitation of the Apparent Reflectance as a Quality Indicator. Remote. Sens. 9 (6) (2017)
Jochem Verrelst, Juan Pablo Rivera, Anatoly A. Gitelson, Jesús Delegido, José F. Moreno, Gustau Camps-Valls
Spectral band selection for vegetation properties retrieval using Gaussian processes regression. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Jochem Verrelst, Neus Sabater, Juan Pablo Rivera, Jordi Muñoz-Marí, Jorge Vicent, Gustau Camps-Valls, José F. Moreno
Emulation of Leaf, Canopy and Atmosphere Radiative Transfer Models for Fast Global Sensitivity Analysis. Remote. Sens. 8 (8) (2016)
Jorge Vicent, Neus Sabater, Carolina Tenjo, Juan Ramon Acarreta, Maria Manzano, Juan Pablo Rivera, Pedro Jurado, Raffaella Franco, Luis Alonso, Jochem Verrelst, José F. Moreno
FLEX End-to-End Mission Performance Simulator. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Jochem Verrelst, Sara Dethier, Juan Pablo Rivera, Jordi Muñoz-Marí, Gustau Camps-Valls, José F. Moreno
Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Neus Sabater, Luis Alonso, Sergio Cogliati, Jorge Vicent, Carolina Tenjo, Jochem Verrelst, José F. Moreno
A sun-induced vegetation fluorescence retrieval method from top of atmosphere radiance for the FLEX/Sentinel-3 TanDEM mission. IGARSS (2015)
Jordi Muñoz-Marí, Jochem Verrelst, Miguel Lázaro-Gredilla, Gustau Camps-Valls
Biophysical parameter retrieval with warped Gaussian processes. IGARSS (2015)
Juan Pablo Rivera, Jochem Verrelst, José Gómez-Dans, Jordi Muñoz-Marí, José F. Moreno, Gustau Camps-Valls
An Emulator Toolbox to Approximate Radiative Transfer Models with Statistical Learning. Remote. Sens. 7 (7) (2015)
Fernando Mateo, Jordi Muñoz-Marí, Valero Laparra, Jochem Verrelst, Gustau Camps-Valls
Learning Structures in Earth Observation Data with Gaussian Processes. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Jochem Verrelst, Juan Pablo Rivera, José Gómez-Dans, Gustau Camps-Valls, José F. Moreno
Replacing radiative transfer models by surrogate approximations through machine learning. IGARSS (2015)
Jesús Delegido, Jochem Verrelst, Juan Pablo Rivera, Antonio Ruiz-Verdú, José F. Moreno
Brown and green LAI mapping through spectral indices. Int. J. Appl. Earth Obs. Geoinformation 35 (2015)
Neus Sabater, Luis Alonso, Jorge Vicent, Sergio Cogliati, Jochem Verrelst, José F. Moreno
A fluorescence retrieval method for the flex sentinel-3 tandem mission. WHISPERS (2014)
Juan Pablo Rivera Caicedo, Jochem Verrelst, Jordi Muñoz-Marí, José F. Moreno, Gustavo Camps-Valls
Toward a Semiautomatic Machine Learning Retrieval of Biophysical Parameters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Jochem Verrelst, Juan Pablo Rivera, Ganna Leonenko, Luis Alonso, José F. Moreno
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. 52 (1) (2014)
Juan Pablo Rivera, Jochem Verrelst, Jesús Delegido, Frank Veroustraete, José F. Moreno
On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization. Remote. Sens. 6 (6) (2014)
Miguel Lázaro-Gredilla, Michalis K. Titsias, Jochem Verrelst, Gustavo Camps-Valls
Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes. IEEE Geosci. Remote. Sens. Lett. 11 (4) (2014)

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Jochem Verrelst