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CAS IR Grid
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地理科学与资源研究... [49]
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Machine-Learning-Based Prediction Modeling for Debris Flow Occurrence: A Meta-Analysis
期刊论文
OAI收割
WATER, 2024, 卷号: 16, 期号: 7, 页码: 22
作者:
Yang, Lianbing
;
Ge, Yonggang
;
Chen, Baili
;
Wu, Yuhong
;
Fu, Runde
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/15
machine learning
debris flow
occurrence
prediction
meta-analysis
Machine-Learning-Based Prediction Modeling for Debris Flow Occurrence: A Meta-Analysis
期刊论文
OAI收割
WATER, 2024, 卷号: 16, 期号: 7, 页码: 22
作者:
Yang, Lianbing
;
Ge, Yonggang
;
Chen, Baili
;
Wu, Yuhong
;
Fu, Runde
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/05/20
machine learning
debris flow
occurrence
prediction
meta-analysis
Metal-Organic Framework-Based Composites for the Adsorption Removal of Per- and Polyfluoroalkyl Substances from Water
期刊论文
OAI收割
LANGMUIR, 2024, 卷号: 40, 期号: 6, 页码: 2815-2829
作者:
Li, Shuang
;
Ma, Jiping
;
Cheng, Jiawen
;
Wu, Gege
;
Wang, Shasha
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/05/07
A progressive framework combining unsupervised and optimized supervised learning for debris flow susceptibility assessment
期刊论文
OAI收割
CATENA, 2024, 卷号: 234, 页码: 16
作者:
Liu, Yongqiang
;
Chen, Jianping
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/12/27
Debris flow susceptibility
Watershed unit
Unsupervised learning
Supervised learning
Multi-source data
Evaluation and analysis of statistical and coupling models for highway landslide susceptibility
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 23
作者:
Fan, Huadan
;
Lu, Yuefeng
;
Shao, Shiwei
;
Li, Li
;
Wang, Yanjun
  |  
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2023/02/27
Highway landslide susceptibility
statistical model
analytic hierarchy process
logistic regression
ROC curve
Sridevi Jadi parameter
Evaluation and analysis of statistical and coupling models for highway landslide susceptibility
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 23
作者:
Fan, Huadan
;
Lu, Yuefeng
;
Shao, Shiwei
;
Li, Li
;
Wang, Yanjun
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/02/27
Highway landslide susceptibility
statistical model
analytic hierarchy process
logistic regression
ROC curve
Sridevi Jadi parameter
Application of remote sensing monitoring to the spatiotemporal variation in debris flow activity in the catastrophic Wenchuan seismic area
期刊论文
OAI收割
CATENA, 2023, 卷号: 232, 页码: 17
作者:
Xiong, Jiang
;
Chen, Huayong
;
Tang, Chuan
;
Chen, Ming
;
Chang, Ming
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/11/17
Remote sensing
Spatiotemporal evolution
Debris flow activity
Wenchuan seismic area
Exploring effective ways to increase reliable positive samples for machine learning-based urban waterlogging susceptibility assessments
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 344, 页码: 9
作者:
Tang, Xianzhe
;
Wu, Zhanyu
;
Liu, Wei
;
Tian, Juwei
;
Liu, Luo
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/01
Urban waterlogging
Imbalanced class
Machine learning
SMOTE
OSSA
Could climate change exacerbate droughts in Bangladesh in the future?
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2023, 卷号: 625, 页码: 18
作者:
Rahman, Mahfuzur
;
Tumon, Md Sakib Hasan
;
Islam, Md Monirul
;
Chen, Ningsheng
;
Pham, Quoc Bao
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/03/05
Coupled model intercomparison project 6
Drought
Genetic algorithm
Multilayer perceptron
Artificial neural network
Bangladesh
Susceptibility assessment of earth fissure related to groundwater extraction using machine learning methods combined with weights of evidence
期刊论文
OAI收割
NATURAL HAZARDS, 2023, 页码: 23
作者:
Wei, Aihua
;
Chen, Yuanyao
;
Zhao, Haijun
;
Liu, Zhao
;
Yang, Likui
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/29
Earth fissure assessment
Weights of evidence
Support vector machine learning
Random forest
Ensemble models