机构

• 地理科学与资源研究... [15]
• 成都山地灾害与环境... [11]
• 地质与地球物理研究所 [9]
• 国家空间科学中心 [1]
• 新疆生态与地理研究所 [1]
• 武汉岩土力学研究所 [1]
• 更多

采集方式

• OAI收割 [38]

内容类型

• 期刊论文 [34]
• SCI/SSCI论文 [3]
• 学位论文 [1]

发表日期

• 2025 [1]
• 2023 [1]
• 2022 [2]
• 2021 [1]
• 2020 [3]
• 2019 [8]
• 更多

学科主题

• 地图学与地理信息系统 [1]

筛选

浏览/检索结果: 共38条，第1-10条 帮助 条数/页： 5101520253035404550556065707580859095100 排序方式： 请选择题名升序题名降序提交时间升序提交时间降序作者升序作者降序发表日期升序发表日期降序 Insights from Optimized Non-Landslide Sampling and SHAP Explainability for Landslide Susceptibility Prediction 期刊论文  OAI收割 APPLIED SCIENCES-BASEL, 2025, 卷号: 15, 期号: 3, 页码: 22 作者:  Li, Mengyuan;  Tian, Hongling   |  收藏  |  浏览/下载：5/0  |  提交时间：2025/03/24 landslide susceptibility mapping  landslide susceptibility prediction  machine learning  non-landslide sampling strategy  SHAP   An improved spatial case-based reasoning considering multiple spatial drivers of geographic events and its application in landslide susceptibility mapping 期刊论文  OAI收割 CATENA, 2023, 卷号: 223 作者:  Zhao, Zheng;  Chen, Jianhua;  Yao, Jiaming;  Xu, Kaihang;  Liao, Yangyang   |  收藏  |  浏览/下载：31/0  |  提交时间：2023/03/03 Case -based reasoning  Spatial drivers  Spatial reuse  Landslide susceptibility mapping  Machine learning   A robust discretization method of factor screening for landslide susceptibility mapping using convolution neural network, random forest, and logistic regression models 期刊论文  OAI收割 INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2022, 卷号: 16, 期号: 1, 页码: 408-429 作者:  Zhao, Zheng   |  收藏  |  浏览/下载：16/0  |  提交时间：2023/04/06 Discretization  machine learning  landslide susceptibility mapping  spatial statistics  convolution neural network   Comparative Study of Convolutional Neural Network and Conventional Machine Learning Methods for Landslide Susceptibility Mapping 期刊论文  OAI收割 REMOTE SENSING, 2022, 卷号: 14, 期号: 2, 页码: 31 作者:  Liu, Rui;  Yang, Xin;  Xu, Chong;  Wei, Liangshuai;  Zeng, Xiangqiang   |  收藏  |  浏览/下载：15/0  |  提交时间：2022/09/21 landslide susceptibility mapping  convolutional neural network  machine learning  GIS  Jiuzhaigou region  Lantau Island   Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong 期刊论文  OAI收割 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639 作者:  Chen, Yangyang;  Ming, Dongping;  Ling, Xiao;  Lv, Xianwei;  Zhou, Chenghu   |  收藏  |  浏览/下载：32/0  |  提交时间：2021/06/10 Terrain factors  Numerical models  Feature extraction  Training  Statistical analysis  Geology  Reliability  Convolutional neural networks (CNNs)  landslide susceptibility mapping (LSM)  Lantau Island  remote sensing   Mapping landslide susceptibility at the Three Gorges Reservoir, China, using gradient boosting decision tree, random forest and information value models 期刊论文  OAI收割 JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 3, 页码: 670-685 作者:  Chen Tao;  Zhu Li;  Niu Rui-qing;  Trinder, C. John;  Peng Ling   |  收藏  |  浏览/下载：21/0  |  提交时间：2020/11/12 Mapping landslide susceptibility  Gradient boosting decision tree  Random forest  Information value model  Three Gorges Reservoir   Debris flow susceptibility and propagation assessment in West Koyulhisar, Turkey 期刊论文  OAI收割 JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 11, 页码: 2611-2623 作者:  Polat, Ali;  Erik, Dursun   |  收藏  |  浏览/下载：21/0  |  提交时间：2020/12/03 Koyulhisar  Debris flow  Flow path assessment  Heuristic method  Landslide susceptibility mapping  Geographical Information System (GIS)   Comparative performance assessment of landslide susceptibility models with presence-only, presence-absence, and pseudo-absence data 期刊论文  OAI收割 JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 12, 页码: 2961-2981 作者:  Zhao, Dong-mei;  Jiao, Yuan-mei;  Wang, Jin-liang;  Ding, Yin-ping;  Liu, Zhi-lin   |  收藏  |  浏览/下载：12/0  |  提交时间：2023/02/17 Landslide susceptibility mapping  Presence-only data  Presence-absence data  Pseudoabsence data  ROC-AUC   A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods 期刊论文  OAI收割 CATENA, 2019, 卷号: 183, 页码: 17 作者:  Zhu, A-Xing;  Miao, Yamin;  Liu, Junzhi;  Bai, Shibiao;  Zeng, Canying   |  收藏  |  浏览/下载：35/0  |  提交时间：2020/05/19 Landslide absence data  Sampling method  Data-driven methods  Landslide susceptibility mapping, similarity model, data mining and machine learning   A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods 期刊论文  OAI收割 CATENA, 2019, 卷号: 183, 页码: 17 作者:  Zhu, A-Xing;  Miao, Yamin;  Liu, Junzhi   |  收藏  |  浏览/下载：20/0  |  提交时间：2020/05/19 Landslide absence data  Sampling method  Data-driven methods  Landslide susceptibility mapping, similarity model, data mining and machine learning