Citation Impact
Citing Papers
The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019
2021 Standout
Brief communication: Landslide motion from cross correlation of UAV-derived morphological attributes
2017
An approach to reduce mapping errors in the production of landslide inventory maps
2015
The upside of uncertainty: Identification of lithology contact zones from airborne geophysics and satellite data using Random Forests and Support Vector Machines
2013
A review of UAV monitoring in mining areas: current status and future perspectives
2019 Standout
Distributed solar photovoltaic array location and extent dataset for remote sensing object identification
2016 Standout
Automated parameterisation for multi-scale image segmentation on multiple layers
2014 Standout
Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
2019 Standout
Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery
2014
Smart farming using artificial intelligence: A review
2023 Standout
Exploring pathways linking greenspace to health: Theoretical and methodological guidance
2017 Standout
Discrimination of Deciduous Tree Species from Time Series of Unmanned Aerial System Imagery
2015
3D multi-view convolutional neural networks for lung nodule classification
2017
Convolutional neural networks: an overview and application in radiology
2018 Standout
Classification of riparian forest species and health condition using multi-temporal and hyperspatial imagery from unmanned aerial system
2016
GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
2015 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Evaluating the Performance of Sentinel-2, Landsat 8 and Pléiades-1 in Mapping Mangrove Extent and Species
2018
A review of statistically-based landslide susceptibility models
2018 Standout
Structure from Motion Multisource Application for Landslide Characterization and Monitoring: The Champlas du Col Case Study, Sestriere, North-Western Italy
2019
Impact of training and validation sample selection on classification accuracy and accuracy assessment when using reference polygons in object-based classification
2013
USE OF A LIGHT UAV AND PHOTOGRAMMETRIC TECHNIQUES TO STUDY THE EVOLUTION OF A LANDSLIDE IN JAÉN (SOUTHERN SPAIN)
2015
Integrating multicriteria decision-making analysis for a GIS-based settlement area in the district of Atakum, Samsun, Turkey
2020 Standout
Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)
2017
Integration of orthoimagery and lidar data for object-based urban thematic mapping using random forests
2013
Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping
2019
Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms
2015
Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery
2015
Preliminary results from active landslide monitoring using multidisciplinary surveys
2017
Climate Change 2022 – Impacts, Adaptation and Vulnerability
2023 Standout
Landslide inventory maps: New tools for an old problem
2012
Overview and Current Status of Remote Sensing Applications Based on Unmanned Aerial Vehicles (UAVs)
2015
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
2017 Standout
Object-based gully feature extraction using high spatial resolution imagery
2011
The combined use of PSInSAR and UAV photogrammetry techniques for the analysis of the kinematics of a coastal landslide affecting an urban area (SE Spain)
2016
Coverage Path Planning Optimization of Heterogeneous UAVs Group for Precision Agriculture
2023 Standout
Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China
2014
Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping
2013
Deep Learning for Regular Change Detection in Ukrainian Forest Ecosystem With Sentinel-2
2020 Standout
On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping
2015
UAV- based Photogrammetry and Geocomputing for Hazards and Disaster Risk Monitoring – A Review
2016
Ground-based and UAV-Based photogrammetry: A multi-scale, high-resolution mapping tool for structural geology and paleoseismology
2014
GeoEye-1 and WorldView-2 pan-sharpened imagery for object-based classification in urban environments
2012
A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories
2012
Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories
2011
A survey on object detection in optical remote sensing images
2016 Standout
Land-cover mapping in the Nujiang Grand Canyon: integrating spectral, textural, and topographic data in a random forest classifier
2013
A global perspective on tropical montane rivers
2019 Science
Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data
2012
A review of remote sensing for mangrove forests: 1956–2018
2019 Standout
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Spatial application of Random Forest models for fine-scale coastal vegetation classification using object based analysis of aerial orthophoto and DEM data
2015
Proof‐of‐concept for low‐cost and non‐contact synoptic airborne river flow measurements
2017
The use of unmanned aerial vehicles (UAVs) for engineering geology applications
2020 Standout
Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series
2014
UAV monitoring and documentation of a large landslide
2015
Ground-based multi-view photogrammetry for the monitoring of landslide deformation and erosion
2014
Optimising UAV topographic surveys processed with structure-from-motion: Ground control quality, quantity and bundle adjustment
2016
Remote sensing platforms and sensors: A survey
2015 Standout
Combining spectral and geoenvironmental information for probabilistic event landslide mapping
2014
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
2012
Comparing Sentinel-2 MSI and Landsat 8 OLI Imagery for Monitoring Selective Logging in the Brazilian Amazon
2019
A Comparative Assessment Between Three Machine Learning Models and Their Performance Comparison by Bivariate and Multivariate Statistical Methods in Groundwater Potential Mapping
2015
Satellite radar interferometry for monitoring and early-stage warning of structural instability in archaeological sites
2012
Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms
2017 Standout
An evaluation of the effectiveness of low-cost UAVs and structure from motion for geomorphic change detection
2016 Standout
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
Ontology-Based Classification of Building Types Detected from Airborne Laser Scanning Data
2014
Landslide mapping with multi-scale object-based image analysis – a case study in the Baichi watershed, Taiwan
2011
Recommendations for the quantitative analysis of landslide risk
2013 Standout
Integration of UAV-Based Photogrammetry and Terrestrial Laser Scanning for the Three-Dimensional Mapping and Monitoring of Open-Pit Mine Areas
2015
Detecting the Early Stage of Phaeosphaeria Leaf Spot Infestations in Maize Crop Using In Situ Hyperspectral Data and Guided Regularized Random Forest Algorithm
2017
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
Works of André Stumpf being referenced
Initial insights from a global database of rainfall-induced landslide inventories: the weak influence of slope and strong influence of total storm rainfall
2018
Object-oriented mapping of landslides using Random Forests
2011
Active Learning in the Spatial Domain for Remote Sensing Image Classification
2013
Object-oriented mapping of urban trees using Random Forest classifiers
2013
Improved Co-Registration of Sentinel-2 and Landsat-8 Imagery for Earth Surface Motion Measurements
2018
An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation
2016
Photogrammetric discharge monitoring of small tropical mountain rivers: A case study at Rivière des Pluies, Réunion Island
2016
Combining Random Forests and object-oriented analysis for landslide mapping from very high resolution imagery
2011
Image-based mapping of surface fissures for the investigation of landslide dynamics
2012
Hierarchical extraction of landslides from multiresolution remotely sensed optical images
2013
Object-Oriented Change Detection for Landslide Rapid Mapping
2011
Correlation of satellite image time-series for the detection and monitoring of slow-moving landslides
2016