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成都山地灾害与环境研... [8]
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期刊论文 [8]
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2023 [2]
2022 [1]
2021 [1]
2020 [2]
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2015 [1]
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Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
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浏览/下载:0/0
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提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
Projection of Future Climate Change and Its Influence on Surface Runoff of the Upper Yangtze River Basin, China
期刊论文
ATMOSPHERE, 2023, 卷号: 14, 期号: 10, 页码: 39
作者:
Wan, Hanli
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浏览/下载:0/0
  |  
提交时间:2024/02/27
climate change
hydroclimatic variables
runoff
the upper Yangtze River basin
spatio-temporal variability
Susceptibility Assessment of Debris Flows Coupled with Ecohydrological Activation in the Eastern Qinghai-Tibet Plateau
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 6, 页码: 24
作者:
Jiang, Hu
;
Zou, Qiang
;
Zhou, Bin
;
Hu, Zhenru
;
Li, Cong
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  |  
浏览/下载:33/0
  |  
提交时间:2022/05/27
debris flow susceptibility prediction
machine learning
the eastern margin of Qinghai-Tibet Plateau
ecohydrological activation
Paper Flooding and its relationship with land cover change, population growth, and road density
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 6, 页码: 20
作者:
Rahman, Mahfuzur
;
Ningsheng, Chen
;
Mahmud, Golam Iftekhar
;
Islam, Md Monirul
;
Pourghasemi, Hamid Reza
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  |  
浏览/下载:29/0
  |  
提交时间:2021/12/13
Hydro-climatic disasters
Machine learning algorithms
Statistical model
Ensemble model
Relative change in flooding areas
RUESVMs: An Ensemble Method to Handle the Class Imbalance Problem in Land Cover Mapping Using Google Earth Engine
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 21, 页码: 140262
作者:
Naboureh, Amin
;
Ebrahimy, Hamid
;
Azadbakht, Mohsen
;
Bian, Jinhu
;
Amani, Meisam
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浏览/下载:9/0
  |  
提交时间:2020/12/10
Google Earth Engine
Sentinel-2
land cover mapping
support vector machine
imbalanced data
Snow cover estimation from MODIS and Sentinel-1 SAR data using machine learning algorithms in the western part of the Tianshan Mountains
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 4, 页码: 884-897
作者:
Liu Yang
;
Chen Xi
;
Hao Jian-Sheng
;
Li Lan-hai
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浏览/下载:18/0
  |  
提交时间:2020/11/12
Snow cover
Estimation
Sentinel-1
2
MODIS
Machine learning
GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithms
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2019, 卷号: 16, 期号: 3, 页码: 595-618
作者:
Arabameri, Alireza
;
Pradhan, Biswajeet
;
Rezaei, Khalil
;
Sohrabi, Masoud
;
Kalantari, Zahra
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浏览/下载:19/0
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提交时间:2020/11/02
Landslide susceptibility
GIS
Remote sensing
Bivariate model
Multivariate model
Machine learning model
Using Statistical Learning Algorithms in Regional Landslide Susceptibility Zonation with Limited Landslide Field Data
期刊论文
Journal of Mountain Science, 2015, 卷号: 12, 期号: 2, 页码: 268-288
WANG Yi-ting
;
SEIJMONSBERGEN Arie Christoffel3
;
BOUTEN Willem
;
CHEN Qing-tao
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浏览/下载:23/0
  |  
提交时间:2015/03/24
Landslide Susceptibility Zonation (LSZ)
Logistic Regression (LR)
Artificial Neural Network (ANN)
Support Vector Machine (SVM)
Regional scale
Southwest China
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