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Object-oriented mapping of landslides using Random Forests

Remote sensing of environment, 2011-10, Vol.115 (10), p.2564-2577

2011

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A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.217

2018

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Object-oriented mapping of urban trees using Random Forest classifiers

ITC journal, 2014-02, Vol.26, p.235-245

2014

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Correlation of satellite image time-series for the detection and monitoring of slow-moving landslides

Remote sensing of environment, 2017-02, Vol.189, p.40-55

2017

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Object-Oriented Change Detection for Landslide Rapid Mapping

IEEE geoscience and remote sensing letters, 2011-07, Vol.8 (4), p.701-705

2011

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Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping

International journal of remote sensing, 2019-12, Vol.40 (23), p.9026-9049

2019

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Photogrammetric discharge monitoring of small tropical mountain rivers: A case study at Rivière des Pluies, Réunion Island

Water resources research, 2016-06, Vol.52 (6), p.4550-4570

2016

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An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation

IEEE transactions on image processing, 2016-06, Vol.25 (6), p.2557-2572

2016

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Improved Co-Registration of Sentinel-2 and Landsat-8 Imagery for Earth Surface Motion Measurements

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.160

2018

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Image-based mapping of surface fissures for the investigation of landslide dynamics

Geomorphology (Amsterdam, Netherlands), 2013-03, Vol.186, p.12-27

2013

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Automatic identification of rockfalls and volcano-tectonic earthquakes at the Piton de la Fournaise volcano using a Random Forest algorithm

Journal of volcanology and geothermal research, 2017-06, Vol.340, p.130-142

2017

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Active Learning in the Spatial Domain for Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2014-05, Vol.52 (5), p.2492-2507

2014

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Terrain deformation measurements from optical satellite imagery: The MPIC-OPT processing services for geohazards monitoring

Remote sensing of environment, 2022-06, Vol.274, p.112949, Article 112949

2022

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Hierarchical extraction of landslides from multiresolution remotely sensed optical images

ISPRS journal of photogrammetry and remote sensing, 2014-01, Vol.87, p.122-136

2014

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Initial insights from a global database of rainfall-induced landslide inventories: the weak influence of slope and strong influence of total storm rainfall

Earth surface dynamics, 2018-10, Vol.6 (4), p.903-922

2018

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TSM—Tracing Surface Motion: A Generic Toolbox for Analyzing Ground-Based Image Time Series of Slope Deformation

Remote sensing (Basel, Switzerland), 2019-10, Vol.11 (19), p.2189

2019

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Spatio-Temporal Clustering and Active Learning for Change Classification in Satellite Image Time Series

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-08, Vol.9 (8), p.3642-3650

2016

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Combining Random Forests and object-oriented analysis for landslide mapping from very high resolution imagery

Procedia environmental sciences, 2011, Vol.3, p.123-129

2011

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Surface reconstruction and landslide displacement measurements with Pléiades satellite images

ISPRS journal of photogrammetry and remote sensing, 2014-09, Vol.95, p.1-12

2014

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Ground-based multi-view photogrammetry for the monitoring of landslide deformation and erosion

Geomorphology (Amsterdam, Netherlands), 2015-02, Vol.231, p.130-145

2015

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An Empirical Study into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation

IEEE transactions on image processing, 2016-03

2016

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CLC+ Backbone: Set the Scene in Copernicus for the Coming Decade

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, p.2076-2079

2021

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Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images

International Journal of Applied Earth Observation and Geoinformation, 2016-09, Vol.51, p.60-73

2016

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Monitoring of Earth Surface Motion and Geomorphologic Processes by Optical Image Correlation

Land Surface Remote Sensing, 2016

2016

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Multi-scale line detection for landslide fissure mapping

2012 IEEE International Geoscience and Remote Sensing Symposium, 2012, p.5450-5453

2012

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Object-oriented mapping of landslides using Random Forests

A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery

Object-oriented mapping of urban trees using Random Forest classifiers

Correlation of satellite image time-series for the detection and monitoring of slow-moving landslides

Object-Oriented Change Detection for Landslide Rapid Mapping

Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping

Photogrammetric discharge monitoring of small tropical mountain rivers: A case study at Rivière des Pluies, Réunion Island

An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation

Improved Co-Registration of Sentinel-2 and Landsat-8 Imagery for Earth Surface Motion Measurements

Image-based mapping of surface fissures for the investigation of landslide dynamics

Automatic identification of rockfalls and volcano-tectonic earthquakes at the Piton de la Fournaise volcano using a Random Forest algorithm

Active Learning in the Spatial Domain for Remote Sensing Image Classification

Terrain deformation measurements from optical satellite imagery: The MPIC-OPT processing services for geohazards monitoring

Hierarchical extraction of landslides from multiresolution remotely sensed optical images

Initial insights from a global database of rainfall-induced landslide inventories: the weak influence of slope and strong influence of total storm rainfall

TSM—Tracing Surface Motion: A Generic Toolbox for Analyzing Ground-Based Image Time Series of Slope Deformation

Spatio-Temporal Clustering and Active Learning for Change Classification in Satellite Image Time Series

Combining Random Forests and object-oriented analysis for landslide mapping from very high resolution imagery

Surface reconstruction and landslide displacement measurements with Pléiades satellite images

Ground-based multi-view photogrammetry for the monitoring of landslide deformation and erosion

An Empirical Study into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation

CLC+ Backbone: Set the Scene in Copernicus for the Coming Decade

Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images

Monitoring of Earth Surface Motion and Geomorphologic Processes by Optical Image Correlation

Multi-scale line detection for landslide fissure mapping

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