Noise Reduction and Gap Filling of fAPAR Time Series Using an Adapted Local Regression Filter. - Álvaro Moreno; Francisco Javier García-Haro; Beatriz Martínez 001; María Amparo Gilabert (Remote. Sens., 2014)

Identification of Ecosystem Functional Types from Coarse Resolution Imagery Using a Self-Organizing Map Approach: A Case Study for Spain. - Ana Pérez-Hoyos; Beatriz Martínez 001; Francisco Javier García-Haro; Álvaro Moreno; María Amparo Gilabert (Remote. Sens., 2014)

Development of an earth observation processing chain for crop bio-physical parameters at local scale. - Manuel Campos-Taberner; F. Javier García-Haro; Álvaro Moreno; María Amparo Gilabert; Beatriz Martínez 001; Sergio Sanchez-Ruiz; Gustau Camps-Valls (IGARSS, 2015)

Intercomparison of instruments for measuring leaf area index over rice. - Manuel Campos-Taberner; F. Javier García-Haro; Roberto Confalonieri 002; Beatriz Martínez 001; Álvaro Moreno; Sergio Sanchez-Ruiz; María Amparo Gilabert; Fernando Camacho; Mirco Boschetti; Lorenzo Busetto (IGARSS, 2015)

Mapping Leaf Area Index With a Smartphone and Gaussian Processes. - Manuel Campos-Taberner; F. Javier García-Haro; Álvaro Moreno; M. Amparo Gilabert Navarro; Sergio Sanchez-Ruiz; Beatriz Martínez 001; Gustau Camps-Valls (IEEE Geosci. Remote. Sens. Lett., 2015)

Multitemporal Monitoring of Plant Area Index in the Valencia Rice District with PocketLAI. - Manuel Campos-Taberner; Francisco Javier García-Haro; Roberto Confalonieri 002; Beatriz Martínez 001; Álvaro Moreno; Sergio Sanchez-Ruiz; María Amparo Gilabert; Fernando Camacho; Mirco Boschetti; Lorenzo Busetto (Remote. Sens., 2016)

Quantifying water stress effect on daily light use efficiency in Mediterranean ecosystems using satellite data. - Sergio Sanchez-Ruiz; Álvaro Moreno; Maria Piles; Fabio Maselli; Arnaud Carrara; Steven W. Running; M. Amparo Gilabert Navarro (Int. J. Digit. Earth, 2017)

Annual Gross Primary Production from Vegetation Indices: A Theoretically Sound Approach. - María Amparo Gilabert; Sergio Sánchez-Ruiz; Álvaro Moreno (Remote. Sens., 2017)

A Dynamic Landsat Derived Normalized Difference Vegetation Index (NDVI) Product for the Conterminous United States. - Nathaniel P. Robinson; Brady W. Allred; Matthew O. Jones; Álvaro Moreno; John S. Kimball; David E. Naugle; Tyler A. Erickson; Andrew D. Richardson (Remote. Sens., 2017)

Interpolation and Gap Filling of Landsat Reflectance Time Series. - Álvaro Moreno-Martínez; Marco P. Maneta; Gustau Camps-Valls; Luca Martino; Nathaniel P. Robinson; Brady W. Allred; Steven W. Running (IGARSS, 2018)

Retrieval of daily gross primary production over Europe and Africa from an ensemble of SEVIRI/MSG products. - Beatriz Martínez 001; Sergio Sanchez-Ruiz; M. Amparo Gilabert Navarro; Álvaro Moreno; Manuel Campos-Taberner; F. Javier García-Haro; Isabel F. Trigo; Mika Aurela; Christian Brümmer; Arnaud Carrara; A. De Ligne; Damiano Gianelle; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Global Estimation of Biophysical Variables from Google Earth Engine Platform. - Manuel Campos-Taberner; Álvaro Moreno-Martínez; Francisco Javier García-Haro; Gustau Camps-Valls; Nathaniel P. Robinson; Jens Kattge; Steven W. Running (Remote. Sens., 2018)

Regional Crop Gross Primary Productivity and Yield Estimation Using Fused Landsat-MODIS Data. - Mingzhu He; John S. Kimball; Marco P. Maneta; Bruce D. Maxwell; Álvaro Moreno; Santiago Beguería; Xiaocui Wu (Remote. Sens., 2018)

Growing stock volume from multi-temporal landsat imagery through google earth engine. - Sergio Sánchez-Ruiz; Álvaro Moreno-Martínez; Emma Izquierdo-Verdiguier; Marta Chiesi; Fabio Maselli; María Amparo Gilabert (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Rangeland Productivity Partitioned to Sub-Pixel Plant Functional Types. - Nathaniel P. Robinson; Matthew O. Jones; Álvaro Moreno; Tyler A. Erickson; David E. Naugle; Brady W. Allred (Remote. Sens., 2019)

Discovering Differential Equations from Earth Observation Data. - José E. Adsuara; Adrián Pérez-Suay; Álvaro Moreno-Martínez; Gustau Camps-Valls; Guido Kraemer; Markus Reichstein; Miguel D. Mahecha (IGARSS, 2020)

Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine. - Álvaro Moreno-Martínez; Emma Izquierdo-Verdiguier; Gustau Camps-Valls; Marco P. Maneta; Jordi Muñoz-Marí; Nathaniel P. Robinson; José E. Adsuara; Manuel Campos; F. Javier García-Haro; Adrián Pérez-Suay; Nicholas Clinton; John S. Kimball; et al. (IGARSS, 2020)

Interpretability of Recurrent Neural Networks in Remote Sensing. - Adrián Pérez-Suay; José E. Adsuara; María Piles; Laura Martínez-Ferrer; Emiliano Diaz; Álvaro Moreno-Martínez; Gustau Camps-Valls (IGARSS, 2020)

Living in the Physics and Machine Learning Interplay for Earth Observation. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (CoRR, 2020)

Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. - Sancho Salcedo-Sanz; Pedram Ghamisi; María Piles; Martin Werner 001; Lucas Cuadra; Álvaro Moreno-Martínez; Emma Izquierdo-Verdiguier; Jordi Muñoz-Marí; Amirhosein Mosavi; Gustau Camps-Valls (Inf. Fusion, 2020)

Physics-Aware Machine Learning for Geosciences and Remote Sensing. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (IGARSS, 2021)

Global Upscaling of the MODIS Land Cover with Google Earth Engine and Landsat Data. - Emma Izquierdo-Verdiguier; Álvaro Moreno-Martínez; José E. Adsuara; Jordi Muñoz-Marí; Gustau Camps-Valls; Marco P. Maneta; John S. Kimball; Nicholas Clinton; Steven W. Running (IGARSS, 2021)

Learning main drivers of crop progress and failure in Europe with interpretable machine learning. - Anna Mateo-Sanchis; Maria Piles; Julia Amorós-López; Jordi Muñoz-Marí; José E. Adsuara; Álvaro Moreno-Martínez; Gustau Camps-Valls (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Satellite soil and vegetation water content data capturing main terrestrial ecosystem changes. - Diego Bueso; Maria Piles; Gustau Camps-Valls; Álvaro Moreno-Martínez (Zenodo, 2023)

Inference over radiative transfer models using variational and expectation maximization methods. - Daniel Heestermans Svendsen; Daniel Hernández-Lobato; Luca Martino; Valero Laparra; Álvaro Moreno-Martínez; Gustau Camps-Valls (Mach. Learn., 2023)

Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series. - C. Rajadel-Lambistos; Emma Izquierdo-Verdiguier; Álvaro Moreno-Martínez; Marco P. Maneta; Santiago Beguería; John S. Kimball; Nicholas Clinton; Clement Atzberger; Gustau Camps-Valls; Steven W. Running (Int. J. Digit. Earth, 2024)

Synergistic use of multi-sensor satellite data for mapping crop types and land cover dynamics from 2021 to 2023 in Northeast Thailand. - Savittri Ratanopad Suwanlee; Surasak Keawsomsee; Emma Izquierdo-Verdiguier; Álvaro Moreno-Martínez; Sarawut Ninsawat; Jaturong Som-ard (Int. J. Appl. Earth Obs. Geoinformation, 2025)