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科研机构
地理科学与资源研究所 [7]
内容类型
期刊论文 [7]
发表日期
2021 [7]
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发表日期:2021
专题:地理科学与资源研究所
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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:54/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Spatial Distribution Assessment of Terrorist Attack Types Based on I-MLKNN Model
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 8, 页码: 22
作者:
Zhao, Ruifang
;
Xie, Xiaolan
;
Zhang, Xun
;
Jin, Min
;
Hao, Mengmeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/11/05
assessment
terrorist attack types
I-MLKNN
multi-source factors
Soil property mapping by combining spatial distance information into the Soil Land Inference Model (SoLIM)
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 4, 页码: 638-644
作者:
Qin, Chengzhi
;
An, Yiming
;
Liang, Peng
;
Zhu, Axing
;
Yang, Lin
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2021/06/10
digital soil mapping
location of soil sample
inverse distance weighting
soil organic matter
Third Law of Geography
High-resolution assessment of solar radiation and energy potential in China
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2021, 卷号: 240, 页码: 11
作者:
Feng, Yu
;
Zhang, Xueli
;
Jia, Yue
;
Cui, Ningbo
;
Hao, Weiping
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/08/19
Solar radiation
Photovoltaic power
Spatial and temporal patterns
Dimming
Sunshine-based model
Carbon neutrality
Hyperspectral inversion of soil heavy metals in Three-River Source Region based on random forest model
期刊论文
CATENA, 2021, 卷号: 202, 页码: 10
作者:
Zhou, Wei
;
Yang, Han
;
Xie, Lijuan
;
Li, Haoran
;
Huang, Lu
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  |  
浏览/下载:292/0
  |  
提交时间:2021/07/09
Soil heavy metal
Hyperspectral
Random forest model (RF)
Support vector machine (SVM)
Three-River Source Region
Quantifying ice storage in upper Indus river basin using ground-penetrating radar measurements and glacier bed topography model version 2
期刊论文
HYDROLOGICAL PROCESSES, 2021, 卷号: 35, 期号: 4, 页码: 14
作者:
Zou, Xiaojuan
;
Gao, Haifeng
;
Zhang, Yinsheng
;
Ma, Ning
;
Wu, Jianfeng
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/07/09
glacier bed topography version 2
ground‐
penetrating radar
ice reserve
ice thickness
optimal parametric scheme
upper Indus river basin
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:52/0
  |  
提交时间:2021/04/25
Soil thickness
Random forest
Black soils
Northeast China
Soil geomorphology
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