Álvaro Moreno-Martínez

15 papers C 6Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Synergistic use of multi-sensor satellite data for mapping crop types and land cover dynamics from 2021 to 2023 in Northeast Thailand.
Int. J. Appl. Earth Obs. Geoinformation
Savittri Ratanopad Suwanlee, Surasak Keawsomsee, Emma Izquierdo-Verdiguier, Álvaro Moreno-Martínez, Sarawut Ninsawat, Jaturong Som-ard
2024 J jnl
Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series.
Int. J. Digit. Earth
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
2023 J jnl
Inference over radiative transfer models using variational and expectation maximization methods.
Mach. Learn.
Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno-Martínez, Gustau Camps-Valls
2021 C conf
Global Upscaling of the MODIS Land Cover with Google Earth Engine and Landsat Data.
IGARSS
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
2021 J jnl
Learning main drivers of crop progress and failure in Europe with interpretable machine learning.
Int. J. Appl. Earth Obs. Geoinformation
Anna Mateo-Sanchis, Maria Piles, Julia Amorós-López, Jordi Muñoz-Marí, José E. Adsuara, Álvaro Moreno-Martínez, Gustau Camps-Valls
2021 C conf
Physics-Aware Machine Learning for Geosciences and Remote Sensing.
IGARSS
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
2020 C conf
Discovering Differential Equations from Earth Observation Data.
IGARSS
José E. Adsuara, Adrián Pérez-Suay, Álvaro Moreno-Martínez, Gustau Camps-Valls, Guido Kraemer, Markus Reichstein, Miguel D. Mahecha
2020 C conf
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine.
IGARSS
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, Steven W. Running
2020 C conf
Interpretability of Recurrent Neural Networks in Remote Sensing.
IGARSS
Adrián Pérez-Suay, José E. Adsuara, María Piles, Laura Martínez-Ferrer, Emiliano Diaz, Álvaro Moreno-Martínez, Gustau Camps-Valls
2020 J jnl
Living in the Physics and Machine Learning Interplay for Earth Observation.
CoRR
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
2020 J jnl
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources.
CoRR
Sancho Salcedo-Sanz, Pedram Ghamisi, Maria Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2020 J jnl
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.
Inf. Fusion
Sancho Salcedo-Sanz, Pedram Ghamisi, María Piles, Martin Werner, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls
2019 J jnl
Growing stock volume from multi-temporal landsat imagery through google earth engine.
Int. J. Appl. Earth Obs. Geoinformation
Sergio Sánchez-Ruiz, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Marta Chiesi, Fabio Maselli, María Amparo Gilabert
2018 J jnl
Global Estimation of Biophysical Variables from Google Earth Engine Platform.
Remote. Sens.
Manuel Campos-Taberner, Álvaro Moreno-Martínez, Francisco Javier García-Haro, Gustau Camps-Valls, Nathaniel P. Robinson, Jens Kattge, Steven W. Running
2018 C conf
Interpolation and Gap Filling of Landsat Reflectance Time Series.
IGARSS
Álvaro Moreno-Martínez, Marco P. Maneta, Gustau Camps-Valls, Luca Martino, Nathaniel P. Robinson, Brady W. Allred, Steven W. Running