FLEX-based inferring of terrestrial photosynthesis dynamics for quantifying European vegetation productivity

Información del proyecto

FLEXINEL

Identificador del acuerdo de subvención: 101086622

DOI

10.3030/101086622

Fecha de la firma de la CE 4 Abril 2023

Fecha de inicio 1 Septiembre 2023

Fecha de finalización 31 Agosto 2028

Financiado con arreglo a

• European Research Council (ERC)

Coste total

€ 1 999 943,00

Aportación de la UE

€ 1 999 943,00

Coordinado por

UNIVERSITAT DE VALENCIA
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (23)

Multioutput Feature Selection for Emulation and Sensitivity Analysis

Autores: Jorge Vicent Servera, Luca Martino, Jochem Verrelst, Juan Pablo Rivera-Caicedo, Gustau Camps-Valls
Publicado en: IEEE Transactions on Geoscience and Remote Sensing, Edición 62, 2024, ISSN 0196-2892
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGRS.2024.3358231

Optimizing hybrid models for canopy nitrogen mapping from Sentinel-2 in Google Earth Engine

Autores: Emma De Clerck, Dávid D.Kovács, Katja Berger, Martin Schlerf, Jochem Verrelst
Publicado en: ISPRS Journal of Photogrammetry and Remote Sensing, Edición 218, 2024, ISSN 0924-2716
Editor: Elsevier BV
DOI: 10.1016/J.ISPRSJPRS.2024.11.005

Hyperspectral imaging for precision nitrogen management: A comparative exploration of two methodological approaches to estimate optimal nitrogen rate in processing tomato

Autores: Vito Aurelio Cerasola, Francesco Orsini, Giuseppina Pennisi, Gaia Moretti, Stefano Bona, Francesco Mirone, Jochem Verrelst, Katja Berger, Giorgio Gianquinto
Publicado en: Smart Agricultural Technology, Edición 10, 2025, ISSN 2772-3755
Editor: Elsevier BV
DOI: 10.1016/J.ATECH.2025.100802

Tower-to-global upscaling of terrestrial carbon fluxes driven by MODIS-LAI, Sentinel-3-LAI and ERA5-Land data

Autores: Pablo Reyes-Muñoz, Dávid D.Kovács, Jochem Verrelst
Publicado en: Ecological Indicators, Edición 177, 2025, ISSN 1470-160X
Editor: Elsevier BV
DOI: 10.1016/J.ECOLIND.2025.113597

Evaluation and improvement of Copernicus HR-VPP product for crop phenology monitoring

Autores: Egor Prikaziuk, Cláudio F. Silva, Gerbrand Koren, Zhanzhang Cai, Katja Berger, Santiago Belda, Lukas Valentin Graf, Enrico Tomelleri, Jochem Verrelst, Joel Segarra, Dessislava Ganeva
Publicado en: Computers and Electronics in Agriculture, Edición 233, 2025, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/J.COMPAG.2025.110136

Estimation of wheat biophysical variables through UAV hyperspectral remote sensing using machine learning and radiative transfer models

Autores: Rabi N. Sahoo, R.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
Publicado en: Computers and Electronics in Agriculture, Edición 221, 2024, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/J.COMPAG.2024.108942

Monitoring cropland LAI using Gaussian Process Regression and sentinel – 2 surface reflectance data in Google Earth Engine

Autores: Rabi N. Sahoo, Tarun Kondraju, R. G. Rejith, Jochem Verrelst, Rajeev Ranjan, Shalini Gakhar, Amrita Bhandari, Viswanathan Chinnusamy
Publicado en: International Journal of Remote Sensing, Edición 45, 2024, ISSN 0143-1161
Editor: Informa UK Limited
DOI: 10.1080/01431161.2024.2370503

How global sensitive is the AquaCrop model to input parameters? A case study of silage maize yield on a regional scale

Autores: Elahe Akbari, Ali Darvishi Boloorani, Jochem Verrelst, Stefano Pignatti, Najmeh Neysani Samany, Saeid Soufizadeh, Saeid Hamzeh
Publicado en: Frontiers in Agronomy, Edición 6, 2024, ISSN 2673-3218
Editor: Frontiers Media SA
DOI: 10.3389/FAGRO.2024.1304611

Monitoring of Plant Ecological Units Cover Dynamics in a Semiarid Landscape from Past to Future Using Multi-Layer Perceptron and Markov Chain Model

Autores: Masoumeh Aghababaei, Ataollah Ebrahimi, Ali Asghar Naghipour, Esmaeil Asadi, Jochem Verrelst
Publicado en: Remote Sensing, Edición 16, 2024, ISSN 2072-4292
Editor: MDPI AG
DOI: 10.3390/RS16091612

Retrieval of crop traits using PROSAIL-based hybrid radiative transfer model and EnMAP hyperspectral data

Autores: Prachi Singh, Prashant K. Srivastava, Prakash Kumar Jha, Jochem Verrelst, Pashupati Nath Singh, Rajendra Prasad
Publicado en: International Journal of Applied Earth Observation and Geoinformation, Edición 143, 2025, ISSN 1569-8432
Editor: Elsevier BV
DOI: 10.1016/J.JAG.2025.104769

Optimizing Empirical and Hybrid Modeling for Advanced Canopy Chlorophyll and Nitrogen Retrieval Technique Using EnMAP Data

Autores: Mir Md Tasnim Alam, Anita Simic Milas, Jochem Verrelst, Qing Tian, Alia Soleil Kripal, Henry Poku Osei, Md Atiqur Rahman
Publicado en: Environmental Challenges, Edición 18, 2025, ISSN 2667-0100
Editor: Elsevier BV
DOI: 10.1016/J.ENVC.2025.101114

A comprehensive survey on quantifying non-photosynthetic vegetation cover and biomass from imaging spectroscopy

Autores: Jochem Verrelst, Andrej Halabuk, Clement Atzberger, Tobias Hank, Stefanie Steinhauser, Katja Berger
Publicado en: Ecological Indicators, Edición 155, 2023, ISSN 1470-160X
Editor: Elsevier BV
DOI: 10.1016/J.ECOLIND.2023.110911

Mapping mangrove functional traits from Sentinel-2 imagery based on hybrid models coupled with active learning strategies

Autores: Mingming Jia, Xianxian Guo, Lin Zhang, Mao Wang, Wenqing Wang, Chunyan Lu, Chuanpeng Zhao, Rong Zhang, Ming Wang, Hengqi Yan, Zongming Wang, Jochem Verrelst
Publicado en: International Journal of Applied Earth Observation and Geoinformation, Edición 130, 2024, ISSN 1569-8432
Editor: Elsevier BV
DOI: 10.1016/J.JAG.2024.103905

Scaling-up plant chlorophyll retrieval from proximal to UAV-borne hyperspectral data using a Gaussian process hybrid model

Autores: Rabi N. Sahoo, R. G. Rejith, Tarun Kondraju, Rajeev Ranjan, Amrita Bhandari, Shalini Gakhar, Mohd Asim, Jochem Verrelst, Ramanjit Kaur, Teekam Singh, Anchal Dass
Publicado en: International Journal of Remote Sensing, 2025, ISSN 0143-1161
Editor: Informa UK Limited
DOI: 10.1080/01431161.2025.2546152

Optimizing hybrid models for forest leaf and canopy trait mapping from EnMAP hyperspectral data with limited field samples

Autores: Nizom Farmonov, Susanne Walden, Eric Martinée, Christian Lampei, Mona Schreiber, Lars Opgenoorth, Anjaharinony Andry Ny Aina Rakotomalala, Tobias Müller, Nina Farwig, Stefan Pinkert, Lucy Saueressig, Annabell Rosemarie Wagner, Robert R. Junker, Jochem Verrelst, Jörg Bendix
Publicado en: Science of Remote Sensing, Edición 12, 2025, ISSN 2666-0172
Editor: Elsevier BV
DOI: 10.1016/J.SRS.2025.100253

Monitoring mangrove traits through optical Earth observation: Towards spatio-temporal scalability using cloud-based Sentinel-2 continuous time series

Autores: Nguyen An Binh, Leon T. Hauser, Matías Salinero-Delgado, Pham Viet Hoa, Giang Thi Phuong Thao, Jochem Verrelst
Publicado en: ISPRS Journal of Photogrammetry and Remote Sensing, Edición 214, 2025, ISSN 0924-2716
Editor: Elsevier BV
DOI: 10.1016/J.ISPRSJPRS.2024.06.007

Multi-decadal temporal reconstruction of Sentinel-3 OLCI-based vegetation products with multi-output Gaussian process regression

Autores: Dávid D.Kovács, Pablo Reyes-Muñoz, Katja Berger, Viktor Ixion Mészáros, Gabriel Caballero, Jochem Verrelst
Publicado en: Ecological Informatics, Edición 83, 2024, ISSN 1574-9541
Editor: Elsevier BV
DOI: 10.1016/J.ECOINF.2024.102816

In-season forecasting of within-field grain yield from Sentinel-2 time series data

Autores: Eatidal Amin, Luca Pipia, Santiago Belda, Gregor Perich, Lukas Valentin Graf, Helge Aasen, Shari Van Wittenberghe, José Moreno, Jochem Verrelst
Publicado en: International Journal of Applied Earth Observation and Geoinformation, Edición 126, 2024, ISSN 1569-8432
Editor: Elsevier BV
DOI: 10.1016/J.JAG.2023.103636

Monitoring Biophysical Variables (FVC, LAI, LCab, and CWC) and Cropland Dynamics at Field Scale Using Sentinel-2 Time Series

Autores: Reza Hassanpour, Abolfazl Majnooni-Heris, Ahmad Fakheri Fard, Jochem Verrelst
Publicado en: Remote Sensing, Edición 16, 2024, ISSN 2072-4292
Editor: MDPI AG
DOI: 10.3390/RS16132284

Estimating rainfed groundnut’s leaf area index using Sentinel-2 based on Machine Learning Regression Algorithms and Empirical Models

Autores: Michael Chibuike Ekwe, Oluseun Adeluyi, Jochem Verrelst, Angela Kross, Caleb Akoji Odiji
Publicado en: Precision Agriculture, Edición 25, 2024, ISSN 1385-2256
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S11119-024-10117-0

On the potential of principal component analysis for the reconstruction of full-spectrum SIF emission and emulated airborne-to-satellite upscaling

Autores: Miguel Morata, Bastian Siegmann, José Luis García-Soria, Juan Pablo Rivera-Caicedo, Jochem Verrelst
Publicado en: Remote Sensing of Environment, Edición 328, 2025, ISSN 0034-4257
Editor: Elsevier BV
DOI: 10.1016/J.RSE.2025.114865

Evaluating epistemic uncertainty estimation strategies in vegetation trait retrieval using hybrid models and imaging spectroscopy data

Autores: José Luis García-Soria, Miguel Morata, Katja Berger, Ana Belén Pascual-Venteo, Juan Pablo Rivera-Caicedo, Jochem Verrelst
Publicado en: Remote Sensing of Environment, Edición 310, 2024, ISSN 0034-4257
Editor: Elsevier BV
DOI: 10.1016/J.RSE.2024.114228

GROUNDED EO: Data-driven Sentinel-2 LAI and FAPAR retrieval using Gaussian processes trained with extensive fiducial reference measurements

Autores: Luke A. Brown, Richard Fernandes, Jochem Verrelst, Harry Morris, Najib Djamai, Pablo Reyes-Muñoz, Dávid D.Kovács, Courtney Meier
Publicado en: Remote Sensing of Environment, Edición 326, 2025, ISSN 0034-4257
Editor: Elsevier BV
DOI: 10.1016/J.RSE.2025.114797