The application of ResU-net and OBIA for landslide detection from multi-temporal sentinel-2 images

Plasma Hsp90 levels in patients with systemic sclerosis and relation to lung and skin involvement: a cross-sectional and longitudinal study

(2021) Hana Štorkánová et al.   Scientific Reports

Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future

(2021) Alessandro Cesare Mondini et al.   EARTH-SCIENCE REVIEWS

Flooding and its relationship with land cover change, population growth, and road density

(2021) Mahfuzur Rahman et al.   Geoscience Frontiers

Can global rainfall estimates (satellite and reanalysis) aid landslide hindcasting?

(2021) U. Ozturk et al.   Landslides

A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan)

(2021) Omid Ghorbanzadeh et al.   Scientific Reports

Advances of Local Climate Zone Mapping and Its Practice Using Object-Based Image Analysis

(2021) Lei Ma et al.   Atmosphere

Transferability of object-based image analysis approaches for landslide detection in the Himalaya Mountains of northern Pakistan

(2020) Alam Sher Bacha et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslides Information Extraction Using Object-Oriented Image Analysis Paradigm Based on Deep Learning and Transfer Learning

(2020) Heng Lu et al.   Remote Sensing

Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA

(2020) Omid Ghorbanzadeh et al.   European Journal of Remote Sensing

Research on Post-Earthquake Landslide Extraction Algorithm Based on Improved U-Net Model

(2020) Peng Liu et al.   Remote Sensing

Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms

(2020) Viet-Ha Nhu et al.   Forests

Thermal Remote Sensing from UAVs: A Review on Methods in Coastal Cliffs Prone to Landslides

(2020) Maria Teresa Melis et al.   Remote Sensing

Automatic Mapping of Landslides by the ResU-Net

(2020) Wenwen Qi et al.   Remote Sensing

Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data

(2020) Zahra Dabiri et al.   Applied Sciences-Basel

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Superpixel based land cover classification of VHR satellite image combining multi-scale CNN and scale parameter estimation

(2019) Yangyang Chen et al.   Earth Science Informatics

Characteristics of landslides triggered by the 2018 Hokkaido Eastern Iburi earthquake, Northern Japan

(2019) Shuai Zhang et al.   Landslides

Characteristics of landslides caused by the 2018 Hokkaido Eastern Iburi Earthquake

(2019) Nobutomo Osanai et al.   Landslides

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

(2019) Hejar Shahabi et al.   SENSORS

Slope failures/landslides over a wide area in the 2018 Hokkaido Eastern Iburi earthquake

(2019) Shima Kawamura et al.   SOILS AND FOUNDATIONS

Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data

(2019) Yusupujiang Aimaiti et al.   Remote Sensing

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

(2019) Sepideh Tavakkoli Piralilou et al.   Remote Sensing

Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data

(2019) Stefan Lang et al.   ISPRS International Journal of Geo-Information

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains

(2019) Chengming Ye et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi et al.   CATENA

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Optimising multiresolution segmentation: delineating savannah vegetation boundaries in the Kruger National Park, South Africa, using Sentinel 2 MSI imagery

(2018) C. Munyati   INTERNATIONAL JOURNAL OF REMOTE SENSING

Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images

(2018) Tao Lei et al.   Remote Sensing

Landslides by the 2018 Hokkaido Iburi-Tobu Earthquake on September 6

(2018) Hiromitsu Yamagishi et al.   Landslides

Object-Oriented Landslide Mapping Using ZY-3 Satellite Imagery, Random Forest and Mathematical Morphology, for the Three-Gorges Reservoir, China

(2017) Tao Chen et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories

(2012) Daniel Hölbling et al.   Remote Sensing

Combining multiple change detection indices for mapping landslides triggered by typhoons

(2011) Alessandro C. Mondini et al.   GEOMORPHOLOGY

Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images

(2011) A.C. Mondini et al.   REMOTE SENSING OF ENVIRONMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING