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地理科学与资源研究... [50]
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SCI/SSCI论... [24]
期刊论文 [23]
EI期刊论文 [3]
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专题:地理科学与资源研究所
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Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur
期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
作者:
John, Kingsley
;
Agyeman, Prince Chapman
;
Kebonye, Ndiye Michael
;
Isong, Isong Abraham
;
Ayito, Esther O.
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  |  
浏览/下载:157/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
Groundwater hydrochemistry, source identification and pollution assessment in intensive industrial areas, eastern Chinese loess plateau
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 278, 页码: 12
作者:
Xiao, Jun
;
Wang, Lingqing
;
Chai, Ningpan
;
Liu, Ting
;
Jin, Zhangdong
收藏
  |  
浏览/下载:102/0
  |  
提交时间:2021/06/10
Groundwater hydrochemistry
Trace elements
Source identification
Groundwater quality
Health risk assessment
Fen river Basin
Filtering Link Outliers in Vehicle Trajectories by Spatial Reasoning
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 5, 页码: 19
作者:
Liu, Junli
;
Pan, Miaomiao
;
Song, Xianfeng
;
Wang, Jing
;
Zhu, Kemin
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/07/09
vehicle GNSS trajectory
tracking link
outlier
logistic regression
spatial reasoning
Multifractal parameters of soil particle size as key indicators of the soil moisture distribution
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 595, 页码: 8
作者:
Ke, Zengming
;
Ma, Lihui
;
Jiao, Feng
;
Liu, Xiaoli
;
Liu, Zheng
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2021/07/09
Multifractal parameter
Particle size distribution
Soil moisture content
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
A trajectory restoration algorithm for low-sampling-rate floating car data and complex urban road networks
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
作者:
Li, Bozhao
;
Cai, Zhongliang
;
Kang, Mengjun
;
Su, Shiliang
;
Zhang, Shanshan
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  |  
浏览/下载:15/0
  |  
提交时间:2021/03/16
Trajectory restoration
map-matching
A* shortest path algorithm
low-sampling-rate FCD
complex road networks
Using(137)Cs and(210)Pb(ex)to trace soil erosion rates for a small catchment in the mid-hills of Nepal
期刊论文
JOURNAL OF SOILS AND SEDIMENTS, 2020, 页码: 16
作者:
Yuan, Yong
;
Xiong, Donghong
;
Wu, Han
;
Liu, Lin
;
Li, Wanxin
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  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
Radionuclides
Soil redistribution
Land use
Shrub land
Sloping farmland
A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM)
期刊论文
GEODERMA, 2020, 卷号: 373, 页码: 13
作者:
Liu, Jing
;
Zhu, A-Xing
;
Rossiter, David
;
Du, Fei
;
Burt, James
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/23
Digital Soil Mapping
Sample reliability
Prediction trustworthiness
Prediction uncertainty
Third law of geography
Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps
期刊论文
GEODERMA, 2020, 卷号: 370, 页码: 11
作者:
Ma, Tianwu
;
Brus, Dick J.
;
Zhu, A-Xing
;
Zhang, Lei
;
Scholten, Thomas
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/23
Soil sampling
Random forest
Similarity-based predictive soil mapping
K-means
Simulated annealing
Calibration sampling
Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method
期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
作者:
Yang, Lin
;
Li, Xinming
;
Shi, Jingjing
;
Shen, Feixue
;
Qi, Feng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/05/19
Conditioned Latin hypercube sampling
Soil mapping
Representativeness
Sample randomness
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