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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... [96]
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Spatiotemporal Dynamics and Drivers of Potential Winter Ice Resources in China (1990-2020) Using Multi-Source Remote Sensing and Machine Learning
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 2, 页码: 250
作者:
Shi, Donghui
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/03/16
river and lake ice
potential winter ice area
spatiotemporal pattern
freezing-zone boundary shift
random forest
climate change
Integrating soil thickness and equivalent mass to refine organic carbon stock estimates across Tibet
期刊论文
OAI收割
GEODERMA, 2025, 卷号: 464, 页码: 15
作者:
Zhang, Xin
;
Fan, Jianrong
;
Chen, Hongjin
;
Su, Zhengan
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收藏
  |  
浏览/下载:2/0
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提交时间:2025/12/29
Digital soil mapping
Equivalent soil mass
Quantile regression forest
Soil depth
Area of applicability
Tibet
Simulating and predicting lake dynamics by fusing HBV modeling, machine learning approach and remote sensing data
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 663, 页码: 134303
作者:
Naeem, Muhammad
;
Zhang, Yongqiang
;
Ma, Ning
;
Tang, Zixuan
;
Miao, Ping
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/11/17
Hydrological dynamics
HBV model
Machine learning
Random Forest
CA-Markov model
Climate change
Lake area prediction
Water resource management
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
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收藏
  |  
浏览/下载:44/0
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提交时间:2025/01/17
Spatial interpolation
Downscaling method
Random forest
Equal-area spline depth function
Knowledge-driven approach
Grid Model of Energy Consumption Using Random Forest by Integrating Data on the Nighttime Light, Population, and Urban Impervious Surface (2000-2020) in the Guangdong-Hong Kong-Macau Greater Bay Area
期刊论文
OAI收割
ENERGIES, 2024, 卷号: 17, 期号: 11, 页码: 18
作者:
Lei, Yanfei
;
Xu, Chao
;
Wang, Yunpeng
;
Liu, Xulong
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收藏
  |  
浏览/下载:38/0
  |  
提交时间:2024/09/13
energy consumption
random forest
the Guangdong-Hong Kong-Macao Greater Bay Area
nighttime light data
Divergent climatic effects on forest greenness modulated by temperature and precipitation gradients in the Yellow River Basin, China
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2024, 卷号: 158, 页码: 10
作者:
Tao, Jian
;
Xu, Yuqian
;
Cong, Nan
;
Li, Chanjuan
;
Zhao, Guangshuai
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收藏
  |  
浏览/下载:68/0
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提交时间:2024/03/25
Forest greenness
Leaf area index
Water resource limitation
Climate warming
Mapping Gross Domestic Product Distribution at 1 km Resolution across Thailand Using the Random Forest Area-to-Area Regression Kriging Model
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2023, 卷号: 12, 期号: 12, 页码: 24
作者:
Jin, Yan
;
Ge, Yong
;
Fan, Haoyu
;
Li, Zeshuo
;
Liu, Yaojie
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收藏
  |  
浏览/下载:37/0
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提交时间:2024/01/22
gridded GDP
random forest
area-to-area kriging
Thailand
Precise aboveground biomass estimation of plantation forest trees using the novel allometric model and UAV-borne LiDAR
期刊论文
OAI收割
FRONTIERS IN FORESTS AND GLOBAL CHANGE, 2023, 卷号: 6, 页码: 15
作者:
Lin, Jiayuan
;
Chen, Decao
;
Yang, Shuai
;
Liao, Xiaohan
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收藏
  |  
浏览/下载:62/0
  |  
提交时间:2023/11/29
plantation forest
aboveground biomass (AGB)
UAV-borne LiDAR
allometric model
trunk height
crown area
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:56/0
  |  
提交时间:2023/10/09
Landslide susceptibility assessment
Random forest model
Frequency ratio method
Support vector machine model
Longmen Mountain area
Forest Change in China: A Review
期刊论文
OAI收割
CHINESE GEOGRAPHICAL SCIENCE, 2023, 卷号: 33, 期号: 3, 页码: 489-502
作者:
Wei, Xuexin
;
Liu, Ronggao
;
Liu, Yang
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收藏
  |  
浏览/下载:48/0
  |  
提交时间:2023/07/14
forest change
forest cover
tree cover
vegetation index
leaf area index (LAI)
forest biomass
China