Fluorescence-based photosynthesis estimates for vegetation productivity monitoring from space

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Optimal Spectral Wavelengths for Discriminating Orchard Species Using Multivariate Statistical Techniques

Author(s): Mozhgan Abbasi, Jochem Verrelst, Mohsen Mirzaei, Safar Marofi, Hamid Reza Riyahi Bakhtiari
Published in: Remote Sensing, Issue 12/1, 2020, Page(s) 63, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12010063

Eco-Friendly Estimation of Heavy Metal Contents in Grapevine Foliage Using In-Field Hyperspectral Data and Multivariate Analysis

Author(s): Mirzaei, Verrelst, Marofi, Abbasi, Azadi
Published in: Remote Sensing, Issue 11/23, 2019, Page(s) 2731, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs11232731

Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression

Author(s): Adeluyi, O., Harris, A., Verrelst, J., Foster, D., Clay, G.D.
Published in: International Journal of Applied Earth Observations and Geoinformation, Issue 102, 2021, ISSN 1569-8432
Publisher: Elsevier BV
DOI: 10.1016/j.jag.2021.102454

Evaluation of Hybrid Models to Estimate Chlorophyll and Nitrogen Content of Maize Crops in the Framework of the Future CHIME Mission

Author(s): Candiani, G., Tagliabue, G., Panigada, C., Verrelst, J., Picchi, V., Rivera Caicedo, J.P., Boschetti, M.
Published in: Remote Sensing, Issue 14(8), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14081792

Neural Network Emulation of Synthetic Hyperspectral Sentinel-2-like Imagery with Uncertainty

Author(s): M. Morata, B. Siegmann, A. Pérez-Suay, J. L. García-Soria, J. P. Rivera-Caicedo
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstars.2022.3231380

Crop nitrogen monitoring: Recent progress and principal developments in the context of imaging spectroscopy missions

Author(s): Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Zhihui Wang, Matthias Wocher, Markus Strathmann, Martin Danner, Wolfram Mauser, Tobias Hank
Published in: Remote Sensing of Environment, Issue 242, 2020, Page(s) 111758, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2020.111758

Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery

Author(s): Berger, K., Hank, T., Halabuk, A., Rivera-Caicedo, J.P., Wocher, M., Mojses, M., Gerhátová, K., Tagliabue, G., Dolz, M.M., Venteo, A.B.P., Verrelst, J.
Published in: Remote Sensing, Issue 13(22), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13224711

Multi-Season Phenology Mapping of Nile Delta Croplands Using Time Series of Sentinel-2 and Landsat 8 Green LAI

Author(s): Amin, E., Belda, S., Pipia, L., Szantoi, Z., El Baroudy, A., Moreno, J., Verrelst, J.
Published in: Remote Sensing, Issue 14(8), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14081812

Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

Author(s): Jorge Vicent Servera; Juan Pablo Rivera-Caicedo; Jochem Verrelst; Jordi Muñoz-Marí; Neus Sabater; Beatrice Berthelot; Gustau Camps-Valls; Jose Moreno
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 17, 2021, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2021.3071376

Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms

Author(s): Aghababaei, M., Ebrahimi, A., Naghipour, A.A., Asadi, E., Verrelst, J.
Published in: Remote Sensing, Issue 13(17), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13173433

Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data

Author(s): Pascual-Venteo, A.B., Portalés, E., Berger, K., Tagliabue, G., Garcia, J.L., Pérez-Suay, A., Rivera-Caicedo, J.P., Verrelst, J.
Published in: Remote Sensing, Issue 14(10), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14102448

Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI

Author(s): Benjamin Brede, Jochem Verrelst, Jean-Philippe Gastellu-Etchegorry, Jan G. P. W. Clevers, Leo Goudzwaard, Jan den Ouden, Jan Verbesselt, Martin Herold
Published in: Remote Sensing, Issue 12/6, 2020, Page(s) 915, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12060915

Improving the remote estimation of soil organic carbon in complex ecosystems with Sentinel-2 and GIS using Gaussian processes regression

Author(s): Ayala Izurieta, J.E., Jara Santillán, C.A., Márquez, C.O., Garcia, V.J., Rivera Caicedo, J.P., Van Wittenberghe, S., Delegido, J., Verrelst, J.
Published in: Plant Soil, 2022, ISSN 0032-079X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11104-022-05506-1

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection

Author(s): Santiago Belda, Luca Pipia, Pablo Morcillo-Pallarés, Juan Pablo Rivera-Caicedo, Eatidal Amin, Charlotte De Grave, Jochem Verrelst
Published in: Environmental Modelling & Software, Issue 127, 2020, Page(s) 104666, ISSN 1364-8152
Publisher: Elsevier BV
DOI: 10.1016/j.envsoft.2020.104666

Seasonal Mapping of Irrigated Winter Wheat Traits in Argentina with a Hybrid Retrieval Workflow Using Sentinel-2 Imagery

Author(s): Caballero, G.; Pezzola, A.; Winschel, C.; Casella, A.; Sanchez Angonova, P.; Rivera-Caicedo, J.P.; Berger, K.; Verrelst, J.; Delegido, J.
Published in: Remote Sensing, Issue 14(18), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14184531

Drift of the Earth’s Principal Axes of Inertia from GRACE and Satellite Laser Ranging Data

Author(s): José M. Ferrándiz, Sadegh Modiri, Santiago Belda, Mikhail Barkin, Mathis Bloßfeld, Robert Heinkelmann, Harald Schuh
Published in: Remote Sensing, Issue 12/2, 2020, Page(s) 314, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12020314

Comparative analysis of atmospheric radiative transfer models using the Atmospheric Look-up table Generator (ALG) toolbox (version 2.0)

Author(s): Jorge Vicent, Jochem Verrelst, Neus Sabater, Luis Alonso, Juan Pablo Rivera-Caicedo, Luca Martino, Jordi Muñoz-Marí, José Moreno
Published in: Geoscientific Model Development, Issue 13/4, 2020, Page(s) 1945-1957, ISSN 1991-9603
Publisher: Copernicus Publications on EGU
DOI: 10.5194/gmd-13-1945-2020

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Author(s): Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 92, 2020, Page(s) 102174, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2020.102174

Changes in Onset of Vegetation Growth on Svalbard, 2000–2020

Author(s): Karlsen SR, Elvebakk A, Tømmervik H, Belda S, Stendardi L.
Published in: Remote Sensing, 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14246346

Intercomparison of methods to estimate gross primary production based on CO2 and COS flux measurements

Author(s): Kohonen, K.-M., Dewar, R., Tramontana, G., Mauranen, A., Kolari, P., Kooijmans, L. M. J., Papale, D., Vesala, T., and Mammarella, I.
Published in: Biogeosciences, Issue 19(17), 2022, Page(s) 4067–4088, ISSN 1726-4189
Publisher: Copernicus Publications
DOI: 10.5194/bg-19-4067-2022

Mapping landscape canopy nitrogen content from space using PRISMA data

Author(s): Verrelst, J., Rivera-Caicedo, J.P., Reyes-Muñoz, P., Morata, M., Amin, E., Tagliabue, G., Panigada, C., Hank, T., Berger, K.
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 178, 2021, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2021.06.017

Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models

Author(s): Pablo Morcillo-Pallarés, Juan Pablo Rivera-Caicedo, Santiago Belda, Charlotte De Grave, Helena Burriel, Jose Moreno, Jochem Verrelst
Published in: Remote Sensing, Issue 11/20, 2019, Page(s) 2418, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs11202418

Vegetation Types Mapping Using Multi-Temporal Landsat Images in the Google Earth Engine Platform

Author(s): Aghababaei, M.; Ebrahimi, A.; Naghipour, A.A.; Asadi, E.; Verrelst, J.
Published in: Remote Sensing, Issue 13(22), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13224683

Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review

Author(s): Berger, K., Machwitz, M., Kycko, M., Kefauver, S. C., Van Wittenberghe, S., Gerhards, M., Verrelst, J., ... & Schlerf, M.
Published in: Remote Sensing of Environment, Issue 280, 2022, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2022.113198

Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data

Author(s): José Estévez, Jorge Vicent, Juan Pablo Rivera-Caicedo, Pablo Morcillo-Pallarés, Francesco Vuolo, Neus Sabater, Gustau Camps-Valls, José Moreno, Jochem Verrelst
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 167, 2020, Page(s) 289-304, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2020.07.004

A Survey of Active Learning for Quantifying Vegetation Traits from Terrestrial Earth Observation Data

Author(s): Katja Berger, Juan Pablo Rivera Caicedo, Luca Martino, Matthias Wocher, Tobias Hank, Jochem Verrelst
Published in: Remote Sensing, Issue 13/2, 2021, Page(s) 287, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13020287

Introducing ARTMO’s Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape

Author(s): Aghababaei, M.; Ebrahimi, A.; Naghipour, A.A.; Asadi, E.; Pérez-Suay, A.; Morata, M.; Garcia, J.L.; Rivera Caicedo, J.P.; Verrelst, J.
Published in: Remote Sensing, Issue 14(18), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14184452

Emulation of Sun-Induced Fluorescence from Radiance Data Recorded by the HyPlant Airborne Imaging Spectrometer

Author(s): Morata, M., Siegmann, B., Morcillo-Pallarés, P., Rivera-Caicedo, J.P,; Verrelst, J.
Published in: Remote Sensing, Issue 13(21), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13214368

Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data

Author(s): Jochem Verrelst, Jorge Vicent, Juan Pablo Rivera-Caicedo, Maria Lumbierres, Pablo Morcillo-Pallarés, José Moreno
Published in: Remote Sensing, Issue 11/16, 2019, Page(s) 1923, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs11161923

Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data

Author(s): Perich, G., Aasen, H., Verrelst, J., Argento, F., Walter, A., Liebisch, F.
Published in: Remote Sensing, Issue 13(12), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13122404

Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks

Author(s): Gianluca Tramontana, Mirco Migliavacca, Martin Jung, Markus Reichstein, Trevor F. Keenan, Gustau Camps‐Valls, Jerome Ogee, Jochem Verrelst, Dario Papale
Published in: Global Change Biology, Issue 26/9, 2020, Page(s) 5235-5253, ISSN 1354-1013
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/gcb.15203

Biomass Assessment of Agricultural Crops Using Multi-temporal Dual-Polarimetric TerraSAR-X Data

Author(s): Nima Ahmadian, Tobias Ullmann, Jochem Verrelst, Erik Borg, Reinhard Zölitz, Christopher Conrad
Published in: PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science, Issue 87/4, 2019, Page(s) 159-175, ISSN 2512-2789
Publisher: Springer
DOI: 10.1007/s41064-019-00076-x

Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine

Author(s): Luca Pipia, Eatidal Amin, Santiago Belda, Matías Salinero-Delgado, Jochem Verrelst
Published in: Remote Sensing, Issue 13/3, 2021, Page(s) 403, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13030403

Quantifying vegetation biophysical variables from the Sentinel-3/FLEX tandem mission: Evaluation of the synergy of OLCI and FLORIS data sources

Author(s): Charlotte De Grave, Jochem Verrelst, Pablo Morcillo-Pallarés, Luca Pipia, Juan Pablo Rivera-Caicedo, Eatidal Amin, Santiago Belda, José Moreno
Published in: Remote Sensing of Environment, Issue 251, 2020, Page(s) 112101, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2020.112101

Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression

Author(s): Salinero-Delgado, M., Estévez, J., Pipia, L., Belda, S., Berger, K., Paredes Gómez, V., Verrelst, J.
Published in: Remote Sensing, Issue 14(1), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14010146

Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring

Author(s): Santiago Belda, Luca Pipia, Pablo Morcillo-Pallarés, Jochem Verrelst
Published in: Agronomy, Issue 10/5, 2020, Page(s) 618, ISSN 2073-4395
Publisher: MDPI
DOI: 10.3390/agronomy10050618

Urban Heat Island Monitoring and Impacts on Citizen’s General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach

Author(s): Mohsen Mirzaei, Jochem Verrelst, Mohsen Arbabi, Zohreh Shaklabadi, Masoud Lotfizadeh
Published in: Remote Sensing, Issue 12/8, 2020, Page(s) 1350, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12081350

Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning

Author(s): N. Binh, L. Hauser, P. Hoa, G. Thao, N. An, H. N. hut, T. Phuong, J. Verrelst
Published in: International Journal of Remote Sensing, 2022, ISSN 0143-1161
Publisher: Taylor & Francis
DOI: 10.1080/01431161.2021.2024912

Hyperspectral response of agronomic variables to background optical variability: Results of a numerical experiment

Author(s): Gao, L., Darvishzadeh, R., Somers, B., Johnson, B. A., Wang, Y., Verrelst, J., Wang, X., Atzberger, C.
Published in: Agricultural and Forest Meteorology, 2022, ISSN 0168-1923
Publisher: Elsevier BV
DOI: 10.1016/j.agrformet.2022.109178

Estimation of leaf area index using PROSAIL based LUT inversion, MLRA-GPR and empirical models: Case study of tropical deciduous forest plantation, North India

Author(s): Sanjiv K. Sinha, Hitendra Padalia, Anindita Dasgupta, Jochem Verrelst, Juan Pablo Rivera
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 86, 2020, Page(s) 102027, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2019.102027

Gaussian processes retrieval of crop traits in Google Earth Engine based on Sentinel-2 top-of-atmosphere data

Author(s): J. Estévez, M. Salinero-Delgado, K. Berger, L. Pipia, J.P. Rivera-Caicedo, M. Wocher, P. Reyes-Muñoz, G. Tagliabue, M. Boschetti, J. Verrelst
Published in: Remote Sensing of Environment, Issue 273, 2022, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2022.112958

Hybrid retrieval of crop traits from multi-temporal PRISMA hyperspectral imagery

Author(s): G. Tagliabue, M. Boschetti, G. Bramati, G. Candiani, R. Colombo, F. Nutini, L. Pompilio, J. P. Rivera-Caicedo, M. Rossi, M. Rossini, J. Verrelst, C. Panigada
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 187, 2022, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2022.03.014

Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms

Author(s): Jochem Verrelst, Katja Berger, Juan Pablo Rivera-Caicedo
Published in: IEEE Geoscience and Remote Sensing Letters, 2020, Page(s) 1-5, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2020.3014676

Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network

Author(s): Mohammad Hajeb, Saeid Hamzeh, Seyed Kazem Alavipanah, Lamya Neissi, Jochem Verrelst
Published in: International Journal of Applied Earth Observation and Geoinformation,, Issue 116, 2023, ISSN 1569-8432
Publisher: Elsevier BV
DOI: 10.1016/j.jag.2022.103168

A new hybrid method to improve the ultra-short-term prediction of LOD

Author(s): Sadegh Modiri, Santiago Belda, Mostafa Hoseini, Robert Heinkelmann, José M. Ferrándiz, Harald Schuh
Published in: Journal of Geodesy, Issue 94/2, 2020, ISSN 0949-7714
Publisher: Springer Verlag
DOI: 10.1007/s00190-020-01354-y

Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods

Author(s): Jochem Verrelst, Zbyněk Malenovský, Christiaan Van der Tol, Gustau Camps-Valls, Jean-Philippe Gastellu-Etchegorry, Philip Lewis, Peter North, Jose Moreno
Published in: Surveys in Geophysics, Issue 40/3, 2019, Page(s) 589-629, ISSN 0169-3298
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10712-018-9478-y

Retrieval of canopy water content of different crop types with two new hyperspectral indices: Water Absorption Area Index and Depth Water Index

Author(s): Nieves Pasqualotto, Jesús Delegido, Shari Van Wittenberghe, Jochem Verrelst, Juan Pablo Rivera, José Moreno
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 67, 2018, Page(s) 69-78, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2018.01.002

Polar motion prediction using the combination of SSA and Copula-based analysis

Author(s): Sadegh Modiri, Santiago Belda, Robert Heinkelmann, Mostafa Hoseini, José M. Ferrándiz, Harald Schuh
Published in: Earth, Planets and Space, Issue 70/1, 2018, ISSN 1880-5981
Publisher: Springer Open
DOI: 10.1186/s40623-018-0888-3

Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models

Author(s): Jorge Vicent Servera, Luis Alonso, Luca Martino, Neus Sabater, Jochem Verrelst, Gustau Camps-Valls, Jose Moreno
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 57/2, 2019, Page(s) 1040-1048, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2018.2864517

Variability and Uncertainty Challenges in Scaling Imaging Spectroscopy Retrievals and Validations from Leaves Up to Vegetation Canopies

Author(s): Zbyněk Malenovský, Lucie Homolová, Petr Lukeš, Henning Buddenbaum, Jochem Verrelst, Luis Alonso, Michael E. Schaepman, Nicolas Lauret, Jean-Philippe Gastellu-Etchegorry
Published in: Surveys in Geophysics, Issue 40/3, 2019, Page(s) 631-656, ISSN 0169-3298
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10712-019-09534-y

Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes

Author(s): Jorge Vicent, Jochem Verrelst, Juan Pablo Rivera-Caicedo, Neus Sabater, Jordi Munoz-Mari, Gustau Camps-Valls, Jose Moreno
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 11/12, 2018, Page(s) 4918-4931, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstars.2018.2875330

Impact of the terrestrial reference frame on the determination of the celestial reference frame

Author(s): Maria Karbon, Santiago Belda, Tobias Nilsson
Published in: Geodesy and Geodynamics, Issue 10/1, 2019, Page(s) 58-71, ISSN 1674-9847
Publisher: Elsevier
DOI: 10.1016/j.geog.2018.11.001

Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation

Author(s): Jochem Verrelst, Juan Rivera Caicedo, Jorge Vicent, Pablo Morcillo Pallarés, José Moreno
Published in: Remote Sensing, Issue 11/2, 2019, Page(s) 157, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs11020157

A new method to improve the prediction of the celestial pole offsets

Author(s): Santiago Belda, José M. Ferrándiz, Robert Heinkelmann, Harald Schuh
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-018-32082-1

Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy–Leaving Sun–Induced Chlorophyll Fluorescence

Author(s): Neus Sabater, Jorge Vicent, Luis Alonso, Jochem Verrelst, Elizabeth Middleton, Albert Porcar-Castell, José Moreno
Published in: Remote Sensing, Issue 10/10, 2018, Page(s) 1551, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs10101551

Exploring the spatial relationship between airborne-derived red and far-red sun-induced fluorescence and process-based GPP estimates in a forest ecosystem

Author(s): Giulia Tagliabue, Cinzia Panigada, Benjamin Dechant, Frédéric Baret, Sergio Cogliati, Roberto Colombo, Mirco Migliavacca, Patrick Rademske, Anke Schickling, Dirk Schüttemeyer, Jochem Verrelst, Uwe Rascher, Youngryel Ryu, Micol Rossini
Published in: Remote Sensing of Environment, Issue 231, 2019, Page(s) 111272, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2019.111272

Scenario-based discrimination of common grapevine varieties using in-field hyperspectral data in the western of Iran

Author(s): Mohsen Mirzaei, Safar Marofi, Mozhgan Abbasi, Eisa Solgi, Rholah Karimi, Jochem Verrelst
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 80, 2019, Page(s) 26-37, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2019.04.002

Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning

Author(s): V. Döpper, A. D. Rocha, K. Berger, T. Gränzig, J. Verrelst, B. Kleinschmit, M. Förster
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 110, 2022, ISSN 1569-8432
Publisher: Elsevier BV
DOI: 10.1016/j.jag.2022.102817

Prototyping Sentinel-2 green LAI and brown LAI products for cropland monitoring

Author(s): Eatidal Amin, Jochem Verrelst, Juan Pablo Rivera-Caicedo, Luca Pipia, Antonio Ruiz-Verdú, José Moreno
Published in: Remote Sensing of Environment, 2020, Page(s) 112168, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2020.112168

Analysis of Biophysical Variables in an Onion Crop (Allium cepa L.) with Nitrogen Fertilization by Sentinel-2 Observations

Author(s): Casella, A., Orden, L., Pezzola, N.A., Bellaccomo, C., Winschel, C.I., Caballero, G.R., Delegido, J., Gracia, L.M.N., Verrelst, J.
Published in: Agronomy, Issue 12(8), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/agronomy12081884

Transboundary Basins Need More Attention: Anthropogenic Impacts on Land Cover Changes in Aras River Basin, Monitoring and Prediction

Author(s): Sajad Khoshnoodmotlagh, Jochem Verrelst, Alireza Daneshi, Mohsen Mirzaei, Hossein Azadi, Mohammad Haghighi, Masoud Hatamimanesh, Safar Marofi
Published in: Remote Sensing, Issue 12/20, 2020, Page(s) 3329, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12203329

Retrieval of Crop Variables from Proximal Multispectral UAV Image Data Using PROSAIL in Maize Canopy

Author(s): Chakhvashvili, E., Siegmann, B., Muller, O., Verrelst, J., Bendig, J., Kraska, T., Rascher, U.
Published in: Remote Sensing, Issue 14(5), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14051247

Towards Understanding the Interconnection between Celestial Pole Motion and Earth’s Magnetic Field Using Space Geodetic Techniques

Author(s): Modiri, S., Heinkelmann, R., Belda, S., Malkin, Z., Hoseini, M., Korte, M., Ferrándiz, J.M., Schuh, H.
Published in: Sensors, Issue 21(22), 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21227555

Quantifying Irrigated Winter Wheat LAI in Argentina Using Multiple Sentinel-1 Incidence Angles

Author(s): Caballero G, Pezzola A, Winschel C, Casella A, Sanchez Angonova P, Orden L, Berger K, Verrelst J, Delegido J.
Published in: Remote Sensing, 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14225867

Denoising AVIRIS-NG data for generation of new chlorophyll indices

Author(s): Prachi Singh, Prashant K. Srivastava, Ramandeep Kaur M. Malhi, Sumit K. Chaudhary, Jochem Verrelst, Bimal K Bhattacharya, A S Raghubanshi
Published in: IEEE Sensors Journal, 2021, Page(s) 1-1, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2020.3039855

Quantifying Fundamental Vegetation Traits over Europe Using the Sentinel-3 OLCI Catalogue in Google Earth Engine

Author(s): Reyes-Muñoz, P., Pipia, L., Salinero-Delgado, M., Belda, S., Berger, K., Estévez, J., Morata, M., Rivera-Caicedo, J.P., Verrelst, J.
Published in: Remote Sensing, Issue 14(6), 2022, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14061347

Remote sensing algorithms for estimation of fractional vegetation cover using pure vegetation index values: A review

Author(s): Lin Gao, Xiaofei Wang, Brian Alan Johnson, Qingjiu Tian, Yu Wang, Jochem Verrelst, Xihan Mu, Xingfa Gu
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, Issue 159, 2020, Page(s) 364-377, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2019.11.018

Crop type discrimination using Geo-Stat Endmember Extraction and machine learning algorithms

Author(s): P. Singh, P.K. Srivastava, D. Shah, M. K. Pandey, A. Anand, R. Prasad, R. Dave, J. Verrelst, B.K. Bhattacharya, A.S. Raghubanshi
Published in: Advances in Space Research, 2022, ISSN 0273-1177
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.asr.2022.08.031

Urban morphology detection and it's linking with land surface temperature: A case study for Tehran Metropolis, Iran

Author(s): Khoshnoodmotlagh, S., Daneshi, A., Gharari, S., Verrelst, J., Mirzaei, M., Omrani, H.
Published in: Sustainable Cities and Society, Issue 74, 2021, ISSN 2210-6707
Publisher: Elsevier BV
DOI: 10.1016/j.scs.2021.103228

Assessment of maize nitrogen uptake from PRISMA hyperspectral data through hybrid modelling

Author(s): M. Ranghetti, M. Boschetti, L. Ranghetti, G. Tagliabue, C. Panigada, M. Gianinetto, J. Verrelst, G.Candian
Published in: European Journal of Remote Sensing, 2022, ISSN 2279-7254
Publisher: Taylor & Francis
DOI: 10.1080/22797254.2022.2117650

Retrieving and Validating Leaf and Canopy Chlorophyll Content at Moderate Resolution: A Multiscale Analysis with the Sentinel-3 OLCI Sensor

Author(s): Grave, C.D., Pipia, L., Siegmann, B., Morcillo-Pallarés, P., Rivera-Caicedo, J.P., Moreno, J., Verrelst, J.
Published in: Remote Sensing, Issue 13/8, 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13081419

Potential use of grapevine cv Askari for heavy metal phytoremediation purposes at greenhouse scale

Author(s): Mohsen Mirzaei, Jochem Verrelst, Alireza Riyahi Bakhtiari, Safar Marofi
Published in: Environmental Science and Pollution Research, 2020, ISSN 0944-1344
Publisher: Springer Verlag
DOI: 10.1007/s11356-020-11129-9

Fusing optical and SAR time series for LAI gap filling with multioutput Gaussian processes

Author(s): Luca Pipia, Jordi Muñoz-Marí, Eatidal Amin, Santiago Belda, Gustau Camps-Valls, Jochem Verrelst
Published in: Remote Sensing of Environment, Issue 235, 2019, Page(s) 111452, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2019.111452

Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging

Author(s): Abdelbaki, A., Schlerf, M., Retzlaff, R., Machwitz, M,. Verrelst, J., Udelhoven, T.
Published in: Remote Sensing, Issue 13(9), 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13091748

Hybrid inversion of radiative transfer models based on high spatial resolution satellite reflectance data improves fractional vegetation cover retrieval in heterogeneous ecological systems after fire

Author(s): José Manuel Fernández-Guisuraga, Jochem Verrelst, Leonor Calvo, Susana Suárez-Seoane
Published in: Remote Sensing of Environment, Issue 255, 2021, Page(s) 112304, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2021.112304

Top-of-Atmosphere Retrieval of Multiple Crop Traits Using Variational Heteroscedastic Gaussian Processes within a Hybrid Workflow

Author(s): Estévez, J., Berger, K., Vicent, J., Rivera-Caicedo. J.P., Wocher, M., Verrelst, J.
Published in: Remote Sensing, Issue 13/8, 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13081589

Retrieval of carbon content and biomass from hyperspectral imagery over cultivated areas

Author(s): Wocher, M., Berger, K., Verrelst, J., & Hank, T.
Published in: ISPRS Journal of Photogrammetry and Remote Sensing, 2022, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.1016/j.isprsjprs.2022.09.003

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