中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [72]
生态环境研究中心 [15]
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Utilizing machine learning algorithm for finely three-dimensional delineation of soil-groundwater contamination in a typical industrial park, North China: Importance of multisource auxiliary data
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 911, 页码: 168598
作者:
Liu, Siyan
;
Yang, Xiao
;
Shi, Biling
;
Liu, Zhaoshu
;
Yan, Xiulan
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/01/04
Industrial site contamination
Three-dimensional spatial analysis
Hydrogeological features
Integrated modeling
Back propagation neural network algorithm
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
;
Sun, Xiaohui
;
Li, Yongchao
;
Zhang, Yiwei
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/27
Debris flow susceptibility
Watershed unit
Unsupervised learning
Supervised learning
Multi-source data
Legacy phosphorus delays the accomplishment of expected phosphorus management object
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 345, 页码: 6
作者:
Wang, Ziteng
;
Guo, Qingjun
;
Wei, Rongfei
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/10/30
Legacy phosphorus
Phosphorus management
Restoration time
Watershed phosphorus storage threshold
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
An integrated model for prediction of hydrologic anomalies for habitat suitability of overwintering geese in a large floodplain wetland, China
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 331, 页码: 117239
作者:
Teng, Jiakun
;
Xia, Shaoxia
;
Liu, Yu
;
Duan, Houlang
;
Yu, Xiubo
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/07/14
Hydrologic anomalies
Waterbirds
Habitat model
Flood
Drought
Hydrological connectivity
Point and interval estimation of rock mass boreability for tunnel boring machine using an improved attribute-weighted deep belief network
期刊论文
OAI收割
ACTA GEOTECHNICA, 2023, 卷号: 18, 期号: 4, 页码: 1769
作者:
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收藏
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浏览/下载:8/0
  |  
提交时间:2023/08/02
Bayesian optimization
Deep belief network
Field penetration index
Point and interval estimation
Rock mass boreability
Tunnel boring machine
A Novel Merging Method for Generating High-Quality Spatial Precipitation Information over Mainland China
期刊论文
OAI收割
WATER, 2023, 卷号: 15, 期号: 3
作者:
Zhao, Na
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收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/04/06
precipitation
data fusion
accuracy
China
Remote sensing inversion and prediction of land use land cover in the middle reaches of the Yangtze River basin, China
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 页码: 15
作者:
Zhang, Shengqing
;
Yang, Peng
;
Xia, Jun
;
Wang, Wenyu
;
Cai, Wei
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/03/20
GEE
Remote sensing
LULC
Machine learning
Yangtze River basin
Spatial variations and influencing factors of soil organic carbon under different land use types in the alpine region of Qinghai-Tibet Plateau
期刊论文
OAI收割
CATENA, 2023, 卷号: 220, 页码: 11
作者:
Wang, Ziwei
;
Huang, Laiming
;
Shao, Ming 'an
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/11/29
Land use type
Soil organic carbon
Influencing factors
Structural equation model
Pedotransfer functions
Reservoir Quality Prediction of Gas-Bearing Carbonate Sediments in the Qadirpur Field: Insights from Advanced Machine Learning Approaches of SOM and Cluster Analysis
期刊论文
OAI收割
MINERALS, 2023, 卷号: 13, 期号: 1, 页码: -
作者:
Rashid, Muhammad
;
Luo, Miao
;
Ashraf, Umar
;
Hussain, Wakeel
;
Ali, Nafees
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/08/02
reservoir quality prediction
machine learning
SOM
lithological identification
cluster analysis