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Global land cover mapping using Earth observation satellite data: Recent progresses and challenges

ISPRS journal of photogrammetry and remote sensing, 2015-05, Vol.103 (1), p.1-6

2015

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Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta

ITC journal, 2014-08, Vol.30 (1), p.42-55

2014

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Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM

IEEE transactions on geoscience and remote sensing, 2013-04, Vol.51 (4), p.2032-2041

2013

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Multi-temporal RADARSAT-2 polarimetric SAR data for urban land-cover classification using an object-based support vector machine and a rule-based approach

International journal of remote sensing, 2013-01, Vol.34 (1), p.1-26

2013

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Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning

Scientific reports, 2020-01, Vol.10 (1), p.1322, Article 1322

2020

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Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3115-3131

2017

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Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (1), p.76

2020

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Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (8), p.1509

2021

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Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping

IEEE transactions on geoscience and remote sensing, 2013-04, Vol.51 (4), p.1998-2006

2013

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GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4347

2022

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Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.2883

2020

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The evolving network structure of US airline system during 1990–2010

Physica A, 2014-09, Vol.410, p.302-312

2014

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Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach

International journal of applied earth observation and geoinformation, 2021-09, Vol.101, p.102347, Article 102347

2021

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Exploring the relationship between street centrality and land use in Stockholm

International journal of geographical information science : IJGIS, 2014-07, Vol.28 (7), p.1425-1438

2014

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Urban Land Cover and Ecosystem Service Changes based on Sentinel-2A MSI and Landsat TM Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-02, Vol.11 (2), p.485-497

2018

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Unsupervised flood detection on SAR time series using variational autoencoder

International journal of applied earth observation and geoinformation, 2024-02, Vol.126, p.103635, Article 103635

2024

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Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data

Remote sensing (Basel, Switzerland), 2023-11, Vol.15 (21), p.5135

2023

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Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data

Frontiers in remote sensing, 2022-12, Vol.3

2022

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Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.3072

2020

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Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas

IEEE geoscience and remote sensing letters, 2015-12, Vol.12 (12), p.2496-2500

2015

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A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments

International journal of applied earth observation and geoinformation, 2022-11, Vol.114, p.103013, Article 103013

2022

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Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data

Remote sensing (Basel, Switzerland), 2019-10, Vol.11 (20), p.2408

2019

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Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping: Insights from the 2017–2019 Canada Wildfires

Remote sensing (Basel, Switzerland), 2024, Vol.16 (3), p.556

2024

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Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique

ISPRS international journal of geo-information, 2023-02, Vol.12 (2), p.53

2023

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WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices

Remote sensing (Basel, Switzerland), 2019-09, Vol.11 (18), p.2128

2019

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Global land cover mapping using Earth observation satellite data: Recent progresses and challenges

Urban growth and environmental impacts in Jing-Jin-Ji, the Yangtze, River Delta and the Pearl River Delta

Improving Urban Change Detection From Multitemporal SAR Images Using PCA-NLM

Multi-temporal RADARSAT-2 polarimetric SAR data for urban land-cover classification using an object-based support vector machine and a rule-based approach

Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning

Adaptive Superpixel Generation for Polarimetric SAR Images With Local Iterative Clustering and SIRV Model

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning

Object-Based Fusion of Multitemporal Multiangle ENVISAT ASAR and HJ-1B Multispectral Data for Urban Land-Cover Mapping

GOES-R Time Series for Early Detection of Wildfires with Deep GRU-Network

Continuous Monitoring of Urban Land Cover Change Trajectories with Landsat Time Series and LandTrendr-Google Earth Engine Cloud Computing

The evolving network structure of US airline system during 1990–2010

Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach

Exploring the relationship between street centrality and land use in Stockholm

Urban Land Cover and Ecosystem Service Changes based on Sentinel-2A MSI and Landsat TM Data

Unsupervised flood detection on SAR time series using variational autoencoder

Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data

Deep attentive fusion network for flood detection on uni-temporal Sentinel-1 data

Monitoring Urban Green Infrastructure Changes and Impact on Habitat Connectivity Using High-Resolution Satellite Data

Model-Based Decomposition With Cross Scattering for Polarimetric SAR Urban Areas

A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments

Monitoring of Urbanization and Analysis of Environmental Impact in Stockholm with Sentinel-2A and SPOT-5 Multispectral Data

Assessing Sentinel-2, Sentinel-1, and ALOS-2 PALSAR-2 Data for Large-Scale Wildfire-Burned Area Mapping: Insights from the 2017–2019 Canada Wildfires

Multi-Temporal Sentinel-1 SAR and Sentinel-2 MSI Data for Flood Mapping and Damage Assessment in Mozambique

WorldView-2 Data for Hierarchical Object-Based Urban Land Cover Classification in Kigali: Integrating Rule-Based Approach with Urban Density and Greenness Indices

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