Carlos López-Martínez

Associate professor

Universitat Politècnica de Catalunya

Spain

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Carlos López-Martínez is an Associate Professor at Universitat Politècnica de Catalunya, Spain. His research areas include remote sensing, machine learning applications in environmental monitoring, and the analysis of land-atmosphere interactions. Recent publications focus on topics such as SAR-based indices for agriculture, forest height mapping, and causal modeling of wildfire impacts.

Articles (22)

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2025

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2021

Collaborators (5)

Renaud Hostache

Directeur de Recherche / Research Professor

Institut de Recherche pour le Développement Délégation Régionale Occitanie

FRANCE

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Irena Hajnsek

Prof. at ETH Zürich

ETH Zürich

SWITZERLAND

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Narendra N. Das

UNITED STATES

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Paolo Gamba

University of Pavia

ITALY

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Ryo Natsuaki

Associate Professor

University of Tokyo

JAPAN

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Carlos López-Martínez

Research Interests

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About

Articles (22)

A Dual-Pol SAR-Based Index for Rice Transplantation Detection

Mapping Forest Height and Temporal Decorrelation With SAOCOM and GEDI Data

Multiparameter Causal Models for the Estimation and Explainability of Wildfire Burned Area

Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data

60-m Resolution Soil Moisture Estimation Based on a Multisensor Feedforward Neural Network Model

An Assessment of SAOCOM L-Band PolInSAR Capabilities for Canopy Height Estimation: A Case Study Over Managed Forests in Argentina

Coherence Matrix Power Model for Scattering Variation Representation in Multi-Temporal PolSAR Crop Classification

A FEEDFORWARD NEURAL NETWORK FOR ESA CCI SOIL MOISTURE DISAGGREGATION

BAYESIAN NETWORK ANALYSIS OF LAND-ATMOSPHERE INTERACTIONS AFFECTING BURNED AREAS IN INDIA DURING THE 2022 SOUTH ASIA HEATWAVE

HAG-Former: A Temporal-Polarimetric Relationship Inference Network From Local to Global

Implementing the European Space Agency's SentiNel Application Platform's Open-Source Python Module for Differential Synthetic Aperture Radar Interferometry Coseismic Ground Deformation from Sentinel-1 Data

REACT: A New Technical Committee for Earth Observation and Sustainable Development Goals [Technical Committees]

Crop Classification of Multitemporal PolSAR Based on 3-D Attention Module With ViT

Global Unsupervised Assessment of Multifrequency Vegetation Optical Depth Sensitivity to Vegetation Cover

Implementing the European Space Agency’s SentiNel Application Platform’s Open-Source Python Module for Differential Synthetic Aperture Radar Interferometry Coseismic Ground Deformation from Sentinel-1 Data

Soil Permittivity Estimation Over Croplands Using Full and Compact Polarimetric SAR Data

Assessment of L-Band SAOCOM InSAR Coherence and Its Comparison with C-Band: A Case Study over Managed Forests in Argentina

DNN-Based PolSAR Image Classification on Noisy Labels

Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales

Multitemporal SAR and Polarimetric SAR Optimization and Classification: Reinterpreting Temporal Coherence

Coastline Detection Based on Sentinel-1 Time Series for Ship- and Flood-Monitoring Applications

L-Band SAR Co-Polarized Phase Difference Modeling for Corn Fields

Collaborators (5)

Renaud Hostache

Irena Hajnsek

Narendra N. Das

Paolo Gamba

Ryo Natsuaki

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