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Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Spatial variation and distribution of soil organic carbon in an urban ecosystem from high-density sampling
期刊论文
CATENA, 2021, 卷号: 204, 页码: 11
作者:
Zhang, Pingping
;
Wang, Yunqiang
;
Sun, Hui
;
Qi, Lijun
;
Liu, Hao
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  |  
浏览/下载:74/0
  |  
提交时间:2021/12/06
Urban soil
Urban-rural gradient
Soil organic carbon
Spatial variability
Interpolation method
Function zone
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 卷号: 35
作者:
Wang, Yu
;
Zhu, Changan
;
Ye, Xiaodong
;
Zhao, Jianghai
;
Wang, Deji
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  |  
浏览/下载:13/0
  |  
提交时间:2021/08/31
Wind speed
spatio-temporal prediction
Gaussian random field
spatio-temporal kriging
ARIMA
How the variations of terrain factors affect the optimal interpolation methods for multiple types of climatic elements?
期刊论文
EARTH SCIENCE INFORMATICS, 2021, 页码: 12
作者:
Guo, Bing
;
Yang, Fei
;
Wu, Hongwei
;
Zhang, Rui
;
Zang, Wenqian
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  |  
浏览/下载:32/0
  |  
提交时间:2021/04/25
Terrain
Precipitation
Spatial interpolation
Optimal method
Ordinary kriging method
Assessing soil thickness in a black soil watershed in northeast China using random forest and field observations
期刊论文
INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH, 2021, 卷号: 9, 期号: 1, 页码: 49-57
作者:
Zhang, Shuai
;
Liu, Gang
;
Chen, Shuli
;
Rasmussen, Craig
;
Liu, Baoyuan
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  |  
浏览/下载:49/0
  |  
提交时间:2021/04/25
Soil thickness
Random forest
Black soils
Northeast China
Soil geomorphology
Spatial-Temporal Distribution Variation of Ground-Level Ozone in China's Pearl River Delta Metropolitan Region
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 3, 页码: 13
作者:
Zhang, An
;
Lin, Jinhuang
;
Chen, Wenhui
;
Lin, Mingshui
;
Lei, Chengcheng
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  |  
浏览/下载:42/0
  |  
提交时间:2021/04/25
ground-level ozone
spatial–
temporal kriging
spatial–
temporal distribution
spatial clustering
centers of gravity
Elemental stoichiometry (C, N, P) of soil in the Yellow River Delta nature reserve: Understanding N and P status of soil in the coastal estuary
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 751, 页码: 9
作者:
Meng, Ling
;
Qu, Fanzhu
;
Bi, Xiaoli
;
Xia, Jiangbao
;
Li, Yunzhao
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  |  
浏览/下载:30/0
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提交时间:2021/06/16
Elemental contents
Elemental stoichiometry
Coastal estuary
Yellow River Delta nature reserve
Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information
期刊论文
PEDOSPHERE, 2020, 卷号: 30, 期号: 5, 页码: 628-637
作者:
Fu, Chuancheng
;
Zhang, Haibo
;
Tu, Chen
;
Li, Lianzhen
;
Liu, Xinghua
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  |  
浏览/下载:50/0
  |  
提交时间:2021/06/21
Jiaodong Peninsula
cokriging
kriging
orchard soil properties
soil acidification
soil map
Effectiveness of predicting spatial contaminant distributions at industrial sites using partitioned interpolation method
期刊论文
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH, 2020, 页码: 14
作者:
Qiao, Pengwei
;
Yang, Sucai
;
Wei, Wenxia
;
Li, Peizhong
;
Cheng, Yanjun
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  |  
浏览/下载:11/0
  |  
提交时间:2021/03/18
Data partitioning
Accuracy
Improvement degree
Effectiveness
Industrial sites
Soil pollution
atakrig: An R package for multivariate area-to-area and area-to-point kriging predictions
期刊论文
COMPUTERS & GEOSCIENCES, 2020, 卷号: 139, 页码: 6
作者:
Hu, Maogui
;
Huang, Yanwei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/23
Support change
Area-to-area kriging
Area-to-point kriging
Downscaling
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