| Synergistic integration of optical and microwave satellite data for crop yield estimation A Mateo-Sanchis, M Piles, J Muñoz-Marí, JE Adsuara, A Pérez-Suay, ... Remote sensing of environment 234, 111460, 2019 | 108 | 2019 |
| Interpretable long short-term memory networks for crop yield estimation A Mateo-Sanchis, JE Adsuara, M Piles, J Munoz-Marí, A Perez-Suay, ... IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 33 | 2023 |
| Learning main drivers of crop progress and failure in Europe with interpretable machine learning A Mateo-Sanchis, M Piles, J Amorós-López, J Muñoz-Marí, JE Adsuara, ... International Journal of Applied Earth Observation and Geoinformation 104 …, 2021 | 33 | 2021 |
| Warped Gaussian processes in remote sensing parameter estimation and causal inference A Mateo-Sanchis, J Muñoz-Marí, A Pérez-Suay, G Camps-Valls IEEE Geoscience and Remote Sensing Letters 15 (11), 1647-1651, 2018 | 23 | 2018 |
| Nonlinear distribution regression for remote sensing applications JE Adsuara, A Pérez-Suay, J Muñoz-Marí, A Mateo-Sanchis, M Piles, ... IEEE Transactions on Geoscience and Remote Sensing 57 (12), 10025-10035, 2019 | 18 | 2019 |
| Gap filling of biophysical parameter time series with multi-output Gaussian Processes A Mateo-Sanchis, J Muñoz-Marí, M Campos-Taberner, J García-Haro, ... IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 12 | 2018 |
| Global estimation of soil moisture persistence with L and C-band microwave sensors M Piles, R van der Schalie, A Gruber, J Muñoz-Marí, G Camps-Valls, ... IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 11 | 2018 |
| Global Cropland Yield Monitoring with Gaussian Processes M Piles, A Mateo–Sanchis, J Munoz–Marí, G Camps-Valls, F Waldner, ... 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 180-183, 2021 | 2 | 2021 |
| Multisensor distribution regression for crop yield estimation. AM Sanchis, J Adsuara, M Piles, A Perez-Suay, J Muñoz-Marí, ... Geophysical Research Abstracts 21, 2019 | 2 | 2019 |
| Technical note on Large Scale Yield Forecasting v 1.0 F Sabo, M Meroni, H Kerdiles, P Vojnovic, M Piles, J Munoz-Mari, ... | | 2024 |
| Remote sensing data for crop yield in CONUS L Martínez-Ferrer, A Mateo-Sanchis, J Muñoz-Marí, M Piles Remote sensing data for crop yield in CONUS, 2023 | | 2023 |
| Crop yield estimation using remote sensing and machine learning AM Mateo Sanchis | | 2023 |
| Observations and Geoinformation A Mateo-Sanchis, M Piles, J Amorós-López, J Munoz-Marí, JE Adsuara, ... International Journal of Applied Earth Observation and Geoinformation 104 …, 2021 | | 2021 |
| Satellite and model-based data integration for crop yield estimation and interpretability in Europe A Mateo-Sanchis, M Piles, J Amorós-López, J Muñoz, J Adsuara, ... AGU Fall Meeting Abstracts 2020, GC023-0003, 2020 | | 2020 |
| Learning main drivers of crop dynamics and production in Europe A Mateo Sanchis, M Piles, J Amorós López, J Muñoz Marí, Á Moreno, ... EGU General Assembly Conference Abstracts, 18493, 2020 | | 2020 |
| Learning main drivers of crop dynamics and production in Europe AM Sanchis, M Piles, JA López, JM Marí, GC Valls EGU2020, 2020 | | 2020 |
| Learning ordinary differential equations from remote sensing data JE Adsuara, A Pérez-Suay, A Moreno-Martínez, A Mateo-Sanchis, M Piles, ... EGU2020, 2020 | | 2020 |
| Multisensor distribution regression for crop yield estimation A Mateo Sanchis, J Adsuara, M Piles, A Perez-Suay, J Muñoz-Marí, ... EGU General Assembly Conference Abstracts, 15718, 2019 | | 2019 |
| Crop yield prediction with nonlinear distribution regression G Camps-Valls, J Adsuara, A Perez-Suay, J Munoz-Mari, ... AGU Fall Meeting Abstracts 2018, IN31C-0826, 2018 | | 2018 |
| Methodologies and Applications to A Mateo-Sanchis, J Muñoz-Marí, A Pérez-Suay, G Camps-Valls, D Rains, ... | | |
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaVerified email at uv.es
Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
María PilesResearch scientist (UV)Verified email at uv.es
jose adsuararesearcher at image and signal processing group (UV)Verified email at uv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainVerified email at uv.es
Manuel Campos-TabernerUniversitat de ValènciaVerified email at uv.es
dr. Robin van der SchalieVanderSatVerified email at vandersat.com
Richard de JeuTransmissivity B.V. | VanderSat B.V.Verified email at transmissivity.nl
Wouter DorigoVienna University of Technology (TU Wien)Verified email at tuwien.ac.at
Alexander GruberPostDoc, Technische Universität Wien (TU Wien)Verified email at geo.tuwien.ac.at