相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Transfer learning improves landslide susceptibility assessment
Haojie Wang et al.
GONDWANA RESEARCH (2023)
Landslide detection in the Himalayas using machine learning algorithms and U-Net
Sansar Raj Meena et al.
LANDSLIDES (2022)
Rapid Mapping of Landslides on SAR Data by Attention U-Net
Lorenzo Nava et al.
REMOTE SENSING (2022)
Automatic Detection of Coseismic Landslides Using a New Transformer Method
Xiaochuan Tang et al.
REMOTE SENSING (2022)
Rapidly Evolving Controls of Landslides After a Strong Earthquake and Implications for Hazard Assessments
Xuanmei Fan et al.
GEOPHYSICAL RESEARCH LETTERS (2021)
Landslide Geometry Reveals its Trigger
Kamal Rana et al.
GEOPHYSICAL RESEARCH LETTERS (2021)
Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach
Sansar Raj Meena et al.
LANDSLIDES (2021)
GAN-Based Siamese Framework for Landslide Inventory Mapping Using Bi-Temporal Optical Remote Sensing Images
Bo Fang et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2021)
Semi-Supervised Multi-Temporal Deep Representation Fusion Network for Landslide Mapping from Aerial Orthophotos
Xiaokang Zhang et al.
REMOTE SENSING (2021)
30-year record of Himalaya mass-wasting reveals landscape perturbations by extreme events
Joshua N. Jones et al.
NATURE COMMUNICATIONS (2021)
Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging
Gelan Ayana et al.
CANCERS (2021)
Assessment of earthquake-induced landslide inventories and susceptibility maps using slope unit-based logistic regression and geospatial statistics
Badal Pokharel et al.
SCIENTIFIC REPORTS (2021)
Deep learning-based landslide susceptibility mapping
Mohammad Azarafza et al.
SCIENTIFIC REPORTS (2021)
A new strategy to map landslides with a generalized convolutional neural network
Nikhil Prakash et al.
SCIENTIFIC REPORTS (2021)
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)
Omid Ghorbanzadeh et al.
SCIENTIFIC REPORTS (2021)
New Insight into Post-seismic Landslide Evolution Processes in the Tropics
Hakan Tanyas et al.
FRONTIERS IN EARTH SCIENCE (2021)
Changing significance of landslide Hazard and risk after the 2015 Mw 7.8 Gorkha, Nepal Earthquake
Nick Rosser et al.
PROGRESS IN DISASTER SCIENCE (2021)
Landslide Mapping Using Two Main Deep-Learning Convolution Neural Network Streams Combined by the Dempster-Shafer Model
Omid Ghorbanzadeh et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Incorporating the effect of ALS-derived DEM uncertainty for quantifying changes due to the landslide in 2011, Mt. Umyeon, Seoul
Mi-Kyeong Kim et al.
GISCIENCE & REMOTE SENSING (2020)
Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models
Nikhil Prakash et al.
REMOTE SENSING (2020)
Deep Learning Segmentation and Classification for Urban Village Using a Worldview Satellite Image Based on U-Net
Zhuokun Pan et al.
REMOTE SENSING (2020)
Faulty Requirements Made Valuable: On the Role of Data Quality in Deep Learning
Harshitha Challa et al.
2020 IEEE SEVENTH INTERNATIONAL WORKSHOP ON ARTIFICIAL INTELLIGENCE FOR REQUIREMENTS ENGINEERING (AIRE 2020) (2020)
Landslide susceptibility mapping by remote sensing and geomorphological data: case studies on the Sorrentina Peninsula (Southern Italy)
Claudia Spinetti et al.
GISCIENCE & REMOTE SENSING (2019)
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
Omid Ghorbanzadeh et al.
REMOTE SENSING (2019)
A survey on Image Data Augmentation for Deep Learning
Connor Shorten et al.
JOURNAL OF BIG DATA (2019)
Two multi-temporal datasets that track the enhanced landsliding after the 2008 Wenchuan earthquake
Xuanmei Fan et al.
EARTH SYSTEM SCIENCE DATA (2019)
Comparison of Earthquake-Triggered Landslide Inventories: A Case Study of the 2015 Gorkha Earthquake, Nepal
Sansar Raj Meena et al.
GEOSCIENCES (2019)
Topographic and Seismic Constraints on the Vulnerability of Himalayan Hydropower
Wolfgang Schwanghart et al.
GEOPHYSICAL RESEARCH LETTERS (2018)
Spatio-temporal evolution of mass wasting after the 2008 Mw 7.9 Wenchuan earthquake revealed by a detailed multi-temporal inventory
Xuanmei Fan et al.
LANDSLIDES (2018)
Presentation and Analysis of a Worldwide Database of Earthquake-Induced Landslide Inventories
Hakan Tanyas et al.
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2017)
Analysing post-earthquake landslide activity using multi-temporal landslide inventories near the epicentral area of the 2008 Wenchuan earthquake
Chenxiao Tang et al.
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2016)
Application of an evidential belief function model in landslide susceptibility mapping
Omar F. Althuwaynee et al.
COMPUTERS & GEOSCIENCES (2012)
Landslide inventory maps: New tools for an old problem
Fausto Guzzetti et al.
EARTH-SCIENCE REVIEWS (2012)
A Survey on Transfer Learning
Sinno Jialin Pan et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2010)
Estimating temporal probability for landslide initiation along transportation routes based on rainfall thresholds
Pankaj Jaiswal et al.
GEOMORPHOLOGY (2009)
CLASSIFICATION OF IMBALANCED DATA: A REVIEW
Yanmin Sun et al.
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE (2009)
Probabilistic landslide hazard assessment at the basin scale
F Guzzetti et al.
GEOMORPHOLOGY (2005)
Landslide hazard and risk mapping at catchment scale in the Arno River basin
F Catani et al.
LANDSLIDES (2005)
Remote sensing of landslides: An analysis of the potential contribution to geo-spatial systems for hazard assessment in mountainous environments
G Metternicht et al.
REMOTE SENSING OF ENVIRONMENT (2005)