中国科学院机构知识库网格
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所 [9]
采集方式
OAI收割 [9]
内容类型
期刊论文 [9]
发表日期
2022 [4]
2021 [2]
2020 [1]
2019 [2]
学科主题
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An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
Influence of legacy soil map accuracy on soil map updating with data mining methods
期刊论文
OAI收割
GEODERMA, 2022, 卷号: 416, 页码: 12
作者:
Liu, Xueqi
;
Zhu, A-Xing
;
Yang, Lin
;
Pei, Tao
;
Qi, Feng
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/09/21
Digital soil mapping
Machine learning
Map accuracy
Updating conventional soil map
SoLIM
Soil-landscape model
Influence of legacy soil map accuracy on soil map updating with data mining methods
期刊论文
OAI收割
GEODERMA, 2022, 卷号: 416, 页码: 12
作者:
Liu, Xueqi
;
Zhu, A-Xing
;
Yang, Lin
;
Pei, Tao
;
Qi, Feng
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/09/21
Digital soil mapping
Machine learning
Map accuracy
Updating conventional soil map
SoLIM
Soil-landscape model
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
OAI收割
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:26/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
OAI收割
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:25/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps
期刊论文
OAI收割
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:32/0
  |  
提交时间:2021/03/23
Soil sampling
Random forest
Similarity-based predictive soil mapping
K-means
Simulated annealing
Calibration sampling
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
OAI收割
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
OAI收割
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning