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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [13]
成都山地灾害与环境研... [1]
地质与地球物理研究所 [1]
水生生物研究所 [1]
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OAI收割 [16]
内容类型
期刊论文 [16]
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2024 [1]
2023 [3]
2022 [5]
2021 [4]
2018 [2]
2017 [1]
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High resolution soil moisture mapping in 3D space and time using machine learning and depth functions
期刊论文
OAI收割
GEODERMA, 2024, 卷号: 452, 页码: 117117
作者:
Zhang, Mo
;
Ge, Yong
;
Heuvelink, Gerard B. M.
;
Ma, Yuxin
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/01/17
Spatial interpolation
Downscaling method
Random forest
Equal-area spline depth function
Knowledge-driven approach
GIS-based landslide susceptibility mapping in the Longmen Mountain area (China) using three different machine learning algorithms and their comparison
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 页码: 15
作者:
Huang, Ziyan
;
Peng, Li
;
Li, Sainan
;
Liu, Ying
;
Zhou, Shuang
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/10/09
Landslide susceptibility assessment
Random forest model
Frequency ratio method
Support vector machine model
Longmen Mountain area
Combing remote sensing information entropy and machine learning for ecological environment assessment of Hefei-Nanjing-Hangzhou region, China
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 325, 页码: 14
作者:
Zhang, Hongyi
;
Liu, Yong
;
Li, Xinghua
;
Feng, Ruitao
;
Gong, Yuting
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/12/23
Entropy method
Random forest
Remote sensing
Urban ecological environment assessment (UEEA)
UECIIMP
Combing remote sensing information entropy and machine learning for ecological environment assessment of Hefei-Nanjing-Hangzhou region, China
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 325, 页码: 14
作者:
Zhang, Hongyi
;
Liu, Yong
;
Li, Xinghua
;
Feng, Ruitao
;
Gong, Yuting
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/12/23
Entropy method
Random forest
Remote sensing
Urban ecological environment assessment (UEEA)
UECIIMP
Predicting root zone soil moisture using observations at 2121 sites across China
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 847, 页码: 10
作者:
Tian, Jing
;
Zhang, Yongqiang
;
Guo, Jianping
;
Zhang, Xuanze
;
Ma, Ning
  |  
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/12/23
Exponential filter method
Root zone soil moisture
Random forest classifier
China
Predicting root zone soil moisture using observations at 2121 sites across China
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 847, 页码: 10
作者:
Tian, Jing
;
Zhang, Yongqiang
;
Guo, Jianping
;
Zhang, Xuanze
;
Ma, Ning
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/12/23
Exponential filter method
Root zone soil moisture
Random forest classifier
China
Analysis of Vegetation Vulnerability Dynamics and Driving Forces to Multiple Drought Stresses in a Changing Environment
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 17, 页码: 18
作者:
Wei, Xiaoting
;
Huang, Shengzhi
;
Huang, Qiang
;
Liu, Dong
;
Leng, Guoyong
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/10/08
vegetation vulnerability
drought stress
seasonal scale
ecological water transport
random forest method
Biome reconstruction on the Tibetan Plateau since the Last Glacial Maximum using a machine learning method
期刊论文
OAI收割
SCIENCE CHINA-EARTH SCIENCES, 2022, 卷号: 65, 期号: 3, 页码: 518-535
作者:
Qin, Feng
;
Zhao, Yan
;
Cao, Xianyong
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/09/21
Biome reconstruction
Random forest algorithm
Biomisation method
Pollen data
Last Glacial Maximum
Tibetan Plateau
Biome reconstruction on the Tibetan Plateau since the Last Glacial Maximum using a machine learning method
期刊论文
OAI收割
SCIENCE CHINA-EARTH SCIENCES, 2022, 卷号: 65, 期号: 3, 页码: 518-535
作者:
Qin, Feng
;
Zhao, Yan
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/09/21
Biome reconstruction
Random forest algorithm
Biomisation method
Pollen data
Last Glacial Maximum
Tibetan Plateau
A multimodel random forest ensemble method for an improved assessment of Chinese terrestrial vegetation carbon density
期刊论文
OAI收割
METHODS IN ECOLOGY AND EVOLUTION, 2021, 页码: 16
作者:
Wang, Zhaosheng
;
Gong, He
;
Huang, Mei
;
Gu, Fengxue
;
Wei, Jie
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/09/21
multimodel
multimodel ensemble mean (MMEM) method
multimodel random forest ensemble (MMRFE) method
national scale
terrestrial vegetation carbon density