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ORCIDÁlvaro Moreno-Martínez
Person information
- affiliation: University of Montana, Missoula, Numerical Terradynamic Simulation Group, MT, USA
- affiliation: Universitat de València, Department of Earth Physics and Thermodynamics, Faculty of Physics, Burjassot, Spain
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Journal Articles
- 2023
[j15]Daniel Heestermans Svendsen
, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno-Martínez, Gustau Camps-Valls:
Inference over radiative transfer models using variational and expectation maximization methods. Mach. Learn. 112(3): 921-937 (2023)- 2021
- [j14]Anna Mateo-Sanchis, Maria Piles, Julia Amorós-López, Jordi Muñoz-Marí, José E. Adsuara, Álvaro Moreno-Martínez, Gustau Camps-Valls:
Learning main drivers of crop progress and failure in Europe with interpretable machine learning. Int. J. Appl. Earth Obs. Geoinformation 104: 102574 (2021) - 2020
- [j13]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:
Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources. Inf. Fusion 63: 256-272 (2020) - 2019
- [j12]Sergio Sánchez-Ruiz, Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Marta Chiesi, Fabio Maselli, María Amparo Gilabert:
Growing stock volume from multi-temporal landsat imagery through google earth engine. Int. J. Appl. Earth Obs. Geoinformation 83 (2019) - [j11]Nathaniel P. Robinson, Matthew O. Jones, Álvaro Moreno, Tyler A. Erickson, David E. Naugle, Brady W. Allred:
Rangeland Productivity Partitioned to Sub-Pixel Plant Functional Types. Remote. Sens. 11(12): 1427 (2019) - 2018
- [j10]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:
Retrieval of daily gross primary production over Europe and Africa from an ensemble of SEVIRI/MSG products. Int. J. Appl. Earth Obs. Geoinformation 65: 124-136 (2018) - [j9]Mingzhu He, John S. Kimball, Marco P. Maneta, Bruce D. Maxwell, Álvaro Moreno, Santiago Beguería, Xiaocui Wu:
Regional Crop Gross Primary Productivity and Yield Estimation Using Fused Landsat-MODIS Data. Remote. Sens. 10(3): 372 (2018) - [j8]Manuel Campos-Taberner, Álvaro Moreno-Martínez, Francisco Javier García-Haro, Gustau Camps-Valls, Nathaniel P. Robinson, Jens Kattge, Steven W. Running:
Global Estimation of Biophysical Variables from Google Earth Engine Platform. Remote. Sens. 10(8): 1167 (2018) - 2017
- [j7]Sergio Sanchez-Ruiz, Álvaro Moreno, Maria Piles, Fabio Maselli, Arnaud Carrara, Steven W. Running, M. Amparo Gilabert Navarro:
Quantifying water stress effect on daily light use efficiency in Mediterranean ecosystems using satellite data. Int. J. Digit. Earth 10(6): 623-638 (2017) - [j6]María Amparo Gilabert, Sergio Sánchez-Ruiz, Álvaro Moreno:
Annual Gross Primary Production from Vegetation Indices: A Theoretically Sound Approach. Remote. Sens. 9(3): 193 (2017) - [j5]Nathaniel P. Robinson, Brady W. Allred, Matthew O. Jones, Álvaro Moreno, John S. Kimball, David E. Naugle, Tyler A. Erickson, Andrew D. Richardson:
A Dynamic Landsat Derived Normalized Difference Vegetation Index (NDVI) Product for the Conterminous United States. Remote. Sens. 9(8): 863 (2017) - 2016
- [j4]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:
Multitemporal Monitoring of Plant Area Index in the Valencia Rice District with PocketLAI. Remote. Sens. 8(3): 202 (2016) - 2015
- [j3]Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, M. Amparo Gilabert Navarro, Sergio Sanchez-Ruiz, Beatriz Martínez, Gustau Camps-Valls:
Mapping Leaf Area Index With a Smartphone and Gaussian Processes. IEEE Geosci. Remote. Sens. Lett. 12(12): 2501-2505 (2015) - 2014
- [j2]Álvaro Moreno, Francisco Javier García-Haro, Beatriz Martínez, María Amparo Gilabert:
Noise Reduction and Gap Filling of fAPAR Time Series Using an Adapted Local Regression Filter. Remote. Sens. 6(9): 8238-8260 (2014) - [j1]Ana Pérez-Hoyos, Beatriz Martínez, Francisco Javier García-Haro, Álvaro Moreno, María Amparo Gilabert:
Identification of Ecosystem Functional Types from Coarse Resolution Imagery Using a Self-Organizing Map Approach: A Case Study for Spain. Remote. Sens. 6(11): 11391-11419 (2014)
Conference and Workshop Papers
- 2021
- [c8]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:
Global Upscaling of the MODIS Land Cover with Google Earth Engine and Landsat Data. IGARSS 2021: 309-312 - [c7]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:
Physics-Aware Machine Learning for Geosciences and Remote Sensing. IGARSS 2021: 2086-2089 - 2020
- [c6]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:
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine. IGARSS 2020: 2320-2323 - [c5]Adrián Pérez-Suay, José E. Adsuara, María Piles, Laura Martínez-Ferrer, Emiliano Diaz, Álvaro Moreno-Martínez, Gustau Camps-Valls:
Interpretability of Recurrent Neural Networks in Remote Sensing. IGARSS 2020: 3991-3994 - [c4]José E. Adsuara, Adrián Pérez-Suay, Álvaro Moreno-Martínez, Gustau Camps-Valls, Guido Kraemer, Markus Reichstein, Miguel D. Mahecha:
Discovering Differential Equations from Earth Observation Data. IGARSS 2020: 3999-4002 - 2018
- [c3]Álvaro Moreno-Martínez, Marco P. Maneta, Gustau Camps-Valls, Luca Martino, Nathaniel P. Robinson, Brady W. Allred, Steven W. Running:
Interpolation and Gap Filling of Landsat Reflectance Time Series. IGARSS 2018: 349-352 - 2015
- [c2]Manuel Campos-Taberner, F. Javier García-Haro, Álvaro Moreno, María Amparo Gilabert, Beatriz Martínez, Sergio Sanchez-Ruiz, Gustau Camps-Valls:
Development of an earth observation processing chain for crop bio-physical parameters at local scale. IGARSS 2015: 29-32 - [c1]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:
Intercomparison of instruments for measuring leaf area index over rice. IGARSS 2015: 3389-3392
Informal and Other Publications
- 2022
- [i3]Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno, Gustau Camps-Valls:
Inference over radiative transfer models using variational and expectation maximization methods. CoRR abs/2204.03346 (2022) - 2020
- [i2]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:
Living in the Physics and Machine Learning Interplay for Earth Observation. CoRR abs/2010.09031 (2020) - [i1]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:
Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources. CoRR abs/2012.05795 (2020)
Coauthor Index
aka: Francisco Javier García-Haro
aka: María Amparo Gilabert
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