Álvaro Moreno-Martínez

According to our database, Álvaro Moreno-Martínez authored at least 26 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, December, 2024

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., March, 2023

Satellite soil and vegetation water content data capturing main terrestrial ecosystem changes.

Diego Bueso, Maria Piles, Gustau Camps-Valls, Álvaro Moreno-Martínez

Dataset, February, 2023

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

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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, Lucas Cuadra, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Jordi Muñoz-Marí, Amirhosein Mosavi, Gustau Camps-Valls

Inf. Fusion, 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

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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, Steven W. Running

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

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

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

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

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

Retrieval of daily gross primary production over Europe and Africa from an ensemble of SEVIRI/MSG products.

Beatriz Martínez, 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, Thomas Grünwald, J. M. Limousin, Annalea Lohila, Ivan Mammarella, M. Sottocornola, R. Steinbrecher, Torbern Tagesson

Int. J. Appl. Earth Obs. Geoinformation, 2018

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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

Annual Gross Primary Production from Vegetation Indices: A Theoretically Sound Approach.

María Amparo Gilabert, Sergio Sánchez-Ruiz, Álvaro Moreno

Remote. Sens., 2017

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

2016

Multitemporal Monitoring of Plant Area Index in the Valencia Rice District with PocketLAI.

Manuel Campos-Taberner, Francisco Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto

Remote. Sens., 2016

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, Gustau Camps-Valls

IEEE Geosci. Remote. Sens. Lett., 2015

Intercomparison of instruments for measuring leaf area index over rice.

Manuel Campos-Taberner, F. Javier García-Haro, Roberto Confalonieri, Beatriz Martínez, Álvaro Moreno, Sergio Sanchez-Ruiz, María Amparo Gilabert, Fernando Camacho, Mirco Boschetti, Lorenzo Busetto

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

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, Sergio Sanchez-Ruiz, Gustau Camps-Valls

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

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, Francisco Javier García-Haro, Álvaro Moreno, María Amparo Gilabert

Remote. Sens., 2014

Noise Reduction and Gap Filling of fAPAR Time Series Using an Adapted Local Regression Filter.

Álvaro Moreno, Francisco Javier García-Haro, Beatriz Martínez, María Amparo Gilabert

Remote. Sens., 2014