Míriam Pablos

Universitat Politècnica de Catalunya — Spain

Environmental Science · Physical Sciences

17h-index1.5kcitations80works1.22yr avg
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Research Topics

Soil Moisture and Remote Sensing(64), Precipitation Measurement and Analysis(28), Cryospheric studies and observations(19), Synthetic Aperture Radar (SAR) Applications and Techniques(19), Climate change and permafrost(17)

Publications80 total

Exploring Multiscale Causal Interventions for Burned Area Estimation
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Advances in Soil Moisture Mapping Techniques and Disaggregation Algorithms for Environmental and Agricultural Applications
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Multiparameter Causal Models for the Estimation and Explainability of Wildfire Burned Area
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025Open Access
Bayesian Network Analysis of Land-Atmosphere Interactions Affecting Burned Areas in India During the 2022 South Asia Heatwave
2024· 1 citedOpen Access
Spatial Spectra Assessment of SMOS Soil Moisture at Different Spatial Scales
2024· 1 citedOpen Access
A Feedforward Neural Network for ESA CCI Soil Moisture Disaggregation
2024· 1 citedOpen Access
Two Disaggregation Algorithms to Estimate Soil Moisture at Moderate (1 km and 300 m) and at High Resolution (60 m): Applications over the North of Africa
2024· 1 citedOpen Access
Soil Moisture Mapping Using Gnss-R and L-Band Microwave Radiometry: Instruments and Techniques Developed at UPC-Barcelonatech
2024Open Access
Land, jet stream, and other atmospheric effects on burned area estimation during the South Asian heatwave of 2022
International Journal of Applied Earth Observation and Geoinformation·2024· 4 citedOpen Access
60-m Resolution Soil Moisture Estimation Based on a Multisensor Feedforward Neural Network Model
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 4 citedOpen Access
Impact of Jet Stream Features on Forecast of Burned Areas in India Using Machine Learning During The South Asian Heatwave of 2022
2023· 2 cited
A Random Forest Approach for Soil Moisture Estimation at 60 Meters Spatial Resolution
2023· 2 citedOpen Access
Burned Area Prediction In Southern Asia Using Machine Learning With Land And Atmospheric Parameters
2023· 3 citedOpen Access
A Modified Downscaling Approach To Estimate SMOS Soil Moisture At High Resolution (300 M) Using Copernicus Sentinel 3 NDVI
2023· 4 citedOpen Access
FSSCat: The Federated Satellite Systems <sup>3</sup>Cat Mission: Demonstrating the capabilities of CubeSats to monitor essential climate variables of the water cycle [Instruments and Missions]
IEEE Geoscience and Remote Sensing Magazine·2022· 19 citedOpen Access
Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales
IEEE Transactions on Geoscience and Remote Sensing·2022· 4 citedOpen Access
Correlated Triple Collocation to Estimate SMOS, SMAP and ERA5-Land Soil Moisture Errors
2021· 8 citedOpen Access
Soil Moisture Retrieval Using the FMPL-2/FSSCat GNSS-R and Microwave Radiometry Data
2021· 3 cited
Incidence Angle Diversity on L-Band Microwave Radiometry and Its Impact on Consistent Soil Moisture Retrievals
2021· 2 citedOpen Access
FSSCat Mission Description and First Scientific Results of the FMPL-2 Onboard 3CAT-5/A
2021· 21 citedOpen Access
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Frequent Co-authors

Adriano Camps(34), M. Vall‐llossera(23), María Piles(17), José Martínez‐Fernández(16), Nilda Sánchez(15), Gerard Portal(13), Ángel González‐Zamora(11), F. Torres(9), Verónica González‐Gambau(9), Christoph Herbert(9), I. Corbella(8), N. Duffo(8), David Chaparro(7), Joan Francesc Muñoz-Martín(7), David Llaveria(7), Israel Durán(6), Manuel Martín‐Neira(6), Hyuk Park(5), Thomas Jagdhuber(5), Carlos López-Martínez(5)