Jochem Verrelst

Parc Científic de la Universitat de València — Spain

Environmental Science · Physical Sciences

58h-index12.9kcitations283works5.62yr avg
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Research Topics

Remote Sensing in Agriculture(210), Remote Sensing and LiDAR Applications(67), Spectroscopy and Chemometric Analyses(39), Land Use and Ecosystem Services(36), Leaf Properties and Growth Measurement(36)

Publications283 total

Epistemic and aleatoric uncertainty in optical vegetation trait retrieval: Concepts, Methods, and Outlook
ISPRS Journal of Photogrammetry and Remote Sensing·2026Open Access
Machine Learning for Satellite Solar-Induced Fluorescence: Retrieval, Reconstruction, Downscaling, and Applications
Remote Sensing·2026Open Access
Assessment of PlanetScope Spectral Data for Estimation of Peanut Leaf Area Index Using Machine Learning and Statistical Methods
Sensors·2026Open Access
Enhancing Plant Ecological Unit Mapping Accuracy with Auxiliary Data from Landsat-8 in a Heterogeneous Rangeland
Remote Sensing·2025Open Access
Bridging Gaps in Aquatic Remote Sensing Reflectance Validation: Pixel Boundary Effect and Its Induced Errors
Sensors·2025Open Access
Assessment of PlanetScope Spectral Data for Estimation of Peanut Leaf Area Index Using Machine Learning and Statistical Methods
Preprints.org·2025Open Access
Enhancing Plant Ecological Unit Mapping Accuracy with Auxiliary Data from Landsat-8 in a Heterogeneous Rangeland
Preprints.org·2025Open Access
Spatiotemporal Analysis of Water Quality Conditions in High-Andean Lakes Based on Satellite Indicators Using Sentinel 2 and Landsat 8/9 Images
Water·2025Open Access
RTM Surrogate Modeling in Optical Remote Sensing: A Review of Emulation for Vegetation and Atmosphere Applications
Remote Sensing·2025Open Access
PyEOGPR: A Python package for vegetation trait mapping with Gaussian Process Regression on Earth observation cloud platforms
Ecological Informatics·2025· 2 citedOpen Access
Surrogate Modeling in Optical Remote Sensing: A Review of Emulation for Vegetation and Atmosphere Applications
Preprints.org·2025· 1 citedOpen Access
Scaling-up plant chlorophyll retrieval from proximal to UAV-borne hyperspectral data using a Gaussian process hybrid model
International Journal of Remote Sensing·2025· 1 cited
Retrieval of crop traits using PROSAIL-based hybrid radiative transfer model and EnMAP hyperspectral data
International Journal of Applied Earth Observation and Geoinformation·2025Open Access
On the potential of principal component analysis for the reconstruction of full-spectrum SIF emission and emulated airborne-to-satellite upscaling
Remote Sensing of Environment·2025· 6 citedOpen Access
Optimizing hybrid models for forest leaf and canopy trait mapping from EnMAP hyperspectral data with limited field samples
Science of Remote Sensing·2025· 1 citedOpen Access
Tower-to-global upscaling of terrestrial carbon fluxes driven by MODIS-LAI, Sentinel-3-LAI and ERA5-Land data
Ecological Indicators·2025· 2 citedOpen Access
GROUNDED EO: Data-driven Sentinel-2 LAI and FAPAR retrieval using Gaussian processes trained with extensive fiducial reference measurements
Remote Sensing of Environment·2025· 5 citedOpen Access
A comprehensive land-surface vegetation model for multi-stream data assimilation, D&B v1.0
Geoscientific model development·2025· 2 citedOpen Access
Driving variables to explain soil organic carbon dynamics: páramo highlands of the Ecuadorian Real mountain range
Journal of Soils and Sediments·2025· 1 citedOpen Access
Evaluation and improvement of Copernicus HR-VPP product for crop phenology monitoring
Computers and Electronics in Agriculture·2025· 6 citedOpen Access
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Frequent Co-authors

Juan Pablo Rivera(28), J. Moreno(21), Gustau Camps‐Valls(20), Luis Alonso(11), Jordi Muñoz-Marı́(9), Jesús Delegido(9), Katja Berger(7), J. Moreno(6), Tobias Hank(5), Shari Van Wittenberghe(5), Frank Veroustraete(4), Christiaan van der Tol(4), Matthias Wocher(4), Giulia Tagliabue(4), Eatidal Amin(4), Luca Pipia(4), J.G.P.W. Clevers(3), Michael E. Schaepman(3), Cinzia Panigada(3), Micol Rossini(3)