Maria Piles

Orcid: 0000-0002-1169-3098

According to our database1, Maria Piles authored at least 96 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Live fuel moisture content estimates in the Western USA using radiometer-radar-lidar synergy.
Dataset, January, 2024

2023
Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence From Log-Files in a Learning Management System.
Rev. Iberoam. de Tecnol. del Aprendiz., August, 2023

Interpretable Long Short-Term Memory Networks for Crop Yield Estimation.
IEEE Geosci. Remote. Sens. Lett., 2023

On the Potential of Active and Passive Microwave Remote Sensing for Tracking Seasonal Dynamics of Evapotranspiration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Frequency Radiometry for Multi-Year Monitoring of Relative Water Content In A Temperate Forest.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Land Surface Model Calibration for the Future CIMR Mission.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Estimation of Gravimetric Vegetation Moisture in the Western United States Using a Multi-Sensor Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions.
IEEE Trans. Geosci. Remote. Sens., 2022

Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales.
IEEE Trans. Geosci. Remote. Sens., 2022

Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions.
IEEE Trans. Geosci. Remote. Sens., 2022

Let's consider more general nonlinear approaches to study teleconnections of climate variables.
CoRR, 2022

2021
Estimation of Vegetation Structure Parameters From SMAP Radar Intensity Observations.
IEEE Trans. Geosci. Remote. Sens., 2021

The Added-Value of Remotely-Sensed Soil Moisture Data for Agricultural Drought Detection in Argentina.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Crop Yield Estimation and Interpretability With Gaussian Processes.
IEEE Geosci. Remote. Sens. Lett., 2021

Deep Learning Methods for Daily Wildfire Danger Forecasting.
CoRR, 2021

Learning main drivers of crop progress and failure in Europe with interpretable machine learning.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Global Cropland Yield Monitoring with Gaussian Processes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Retrieval of Forest Water Potential from L-Band Vegetation Optical Depth.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards a Better Understanding of Effective Temperature Modelling in the SMOS-IC Retrieval Algorithm.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Global L-Band Vegetation Volume Fraction Estimates for Modeling Vegetation Optical Depth.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Physics-Aware Machine Learning for Geosciences and Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data.
IEEE Trans. Geosci. Remote. Sens., 2020

Assessment of Multi-Scale SMOS and SMAP Soil Moisture Products across the Iberian Peninsula.
Remote. Sens., 2020

Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.
Inf. Fusion, 2020

Understanding Climate Impacts on Vegetation with Gaussian Processes in Granger Causality.
CoRR, 2020

Living in the Physics and Machine Learning Interplay for Earth Observation.
CoRR, 2020

Interpretability of Recurrent Neural Networks in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Nonlinear Distribution Regression for Remote Sensing Applications.
IEEE Trans. Geosci. Remote. Sens., 2019

Dominant Features of Global Surface Soil Moisture Variability Observed by the SMOS Satellite.
Remote. Sens., 2019

Estimating Gravimetric Water Content of a Winter Wheat Field from L-Band Vegetation Optical Depth.
Remote. Sens., 2019

Influence of Quality Filtering Approaches in BEC SMOS L3 Soil Moisture Products.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mapping Carbon Stocks In Central And South America With Smap Vegetation Optical Depth.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Estimation Of Volume Fraction And Gravimetric Moisture Of Winter Wheat Based On Microwave Attenuation: A Field Scale Study.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
A Spatially Consistent Downscaling Approach for SMOS Using an Adaptive Moving Window.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Analysis of the Radar Vegetation Index and Potential Improvements.
Remote. Sens., 2018

Analysis of the Radar Vegetation Index and Assessment of Potential for Improvement.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Seasonal Analysis of Surface Soil Moisture Dry-Downs in a Land-Atmosphere Hotspot as Seen by LSM and Satellite Products.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Microwave and Optical Data Fusion for Global Mapping of Soil Moisture at High Resolution.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Global Estimation of Soil Moisture Persistence with L and C-Band Microwave Sensors.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Esa's SMOS Mission - Supporting Agricultural Applications.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Estimating Gravimetric Moisture of Vegetation Using an Attenuation-Based Multi-Sensor Approach.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

L-Band Vegetation Optical Depth for Crop Phenology Monitoring and Crop Yield Assessment.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Modelling Forest Decline Using Smos Soil Moisture and Vegetation Optical Depth.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Nonlinear Complex PCA for Spatio-Temporal Analysis of Global Soil Moisture.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Frequency Estimation of Canopy Penetration Depths from SMAP/AMSR2 Radiometer and Icesat Lidar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Relationship Between Vegetation Microwave Optical Depth and Cross-Polarized Backscatter From Multiyear Aquarius Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

The Role of Climatic Anomalies and Soil Moisture in the Decline of Drought-Prone Forests.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Quantifying water stress effect on daily light use efficiency in Mediterranean ecosystems using satellite data.
Int. J. Digit. Earth, 2017

Preliminary assessment of an integrated SMOS and MODIS application for global agricultural drought monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Comparison of downscaling techniques for high resolution soil moisture mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Remote sensing of vegetation dynamics in agro-ecosystems using smap vegetation optical depth and optical vegetation indices.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

PHYSICS-based retrieval of scattering albedo and vegetation optical depth using multi-sensor data integration.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Smap-based retrieval of vegetation opacity and albedo.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

SMAP Multi-Temporal vegetation optical depth retrieval as an indicator of crop yield trends and crop composition.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Estimation of vegetation loss coefficients and canopy penetration depths from smap radiometer and ICESat lidar data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Predicting the Extent of Wildfires Using Remotely Sensed Soil Moisture and Temperature Trends.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Soil Moisture Agricultural Drought Index (SMADI) Integrating MODIS and SMOS Products: A Case of Study over the Iberian Peninsula.
Remote. Sens., 2016

Multi-Temporal Evaluation of Soil Moisture and Land Surface Temperature Dynamics Using in Situ and Satellite Observations.
Remote. Sens., 2016

Multi-temporal microwave retrievals of Soil Moisture and vegetation parameters from SMAP.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

New SMOS salinity products at CP34-BEC in Barcelona.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Physically-based retrieval of SMAP active-passive measurements covariation and vegetation structure parameters.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
On the Synergy of Airborne GNSS-R and Landsat 8 for Soil Moisture Estimation.
Remote. Sens., 2015

How Many Parameters Can Be Maximally Estimated From a Set of Measurements?
IEEE Geosci. Remote. Sens. Lett., 2015

Influence of ice thickness on SMOS and aquarius brightness temperatures over Antarctica.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Low soil moisture and high temperatures as indicators for forest fire occurrence and extent across the Iberian Peninsula.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Uncertainty Analysis of Soil Moisture and Vegetation Indices Using Aquarius Scatterometer Observations.
IEEE Trans. Geosci. Remote. Sens., 2014

A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

SMOS and Aquarius Radiometers: Inter-Comparison Over Selected Targets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral-derived indices for soil moisture estimation at very high resolution.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A sensitivity study of land surface temperature to soil moisture using in-situ and spaceborne observations.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SMOS and climate data applicability for analyzing forest decline and forest fires.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
On the synergy of SMOS and Terra/Aqua MODIS: High resolution soil moisture maps in near real-time.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Inter-comparison of SMOS and aquarius brightness temperatures at L-band over selected targets.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Review of the CALIMAS Team Contributions to European Space Agency's Soil Moisture and Ocean Salinity Mission Calibration and Validation.
Remote. Sens., 2012

Spatial patterns of SMOS downscaled soil moisture maps over the remedhus network (Spain).
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A downscaling approach to combine SMOS multi-angular and full-polarimetric observations with MODIS VIS/IR data into high resolution soil moisture maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Impact of the Local Oscillator calibration on the SMOS sea surface Salinity maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Downscaling SMOS-Derived Soil Moisture Using MODIS Visible/Infrared Data.
IEEE Trans. Geosci. Remote. Sens., 2011

Enhancing the spatial resolution of SMOS soil moisture data over Spain.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Airborne soil moisture determination using a data fusion approach at regional level.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Multiscale soil moisture retrievals from microwave remote sensing observations.
PhD thesis, 2010

Analysis of a Least-Squares Soil Moisture Retrieval Algorithm from L-band Passive Observations.
Remote. Sens., 2010

2009
A Change Detection Algorithm for Retrieving High-Resolution Soil Moisture From SMAP Radar and Radiometer Observations.
IEEE Trans. Geosci. Remote. Sens., 2009

Spatial-Resolution Enhancement of SMOS Data: A Deconvolution-Based Approach.
IEEE Trans. Geosci. Remote. Sens., 2009

Experimental Relationship between the Sea Brightness Temperature Changes and the GNSS-R Delay-Doppler Maps: Preliminary Results of the Albatross Field Experiments.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Preliminary Results of the Advanced L-band Transmission and Reflection Observationof the Sea Surface (ALBATROSS) Campaign: Preparing the SMOS Calibration and Validation Activities.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

The GPS and Radiometric Joint Observations Experiment at the REMEDHUS Site (Zamora-Salamanca Region, Spain).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Spatial Resolution Enhancement of SMOS Data: A Combined Fourier Wavelet Approach.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Rock Fraction Effects on the Surface Soil Moisture Estimates From L-Band Radiometric Measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Ground-Based GNSS-R Measurements with the PAU Instrument and their Application to the Sea Surface Salinity Retrieval: First Results.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Improving the Spatial Resolution of Synthetic Aperture Radiometer Imagery using Auxiliary Information: Application to the Smos Mission.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Surface Topography and Mixed-Pixel Effects on the Simulated L-Band Brightness Temperatures.
IEEE Trans. Geosci. Remote. Sens., 2007

Deconvolution algorithms in image reconstruction for aperture synthesis radiometers.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Topography effects on the L-band emissivity of soils: TuRTLE 2006 field experiment.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Roughness Effects on the L-band Emission of Bare Soils: The T-REX Field Experiment.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006


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