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地理科学与资源研究... [23]
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期刊论文 [15]
SCI/SSCI论文 [7]
会议论文 [1]
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2021 [2]
2020 [3]
2019 [8]
2018 [1]
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专题:地理科学与资源研究所
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Optimized landslide susceptibility mapping and modelling using PS-InSAR technique: a case study of Chitral valley, Northern Pakistan
期刊论文
GEOCARTO INTERNATIONAL, 2021, 页码: 22
作者:
Hussain, Sajid
;
Sun Hongxing
;
Ali, Muhammad
;
Sajjad, Meer Muhammad
;
Afzal, Zeeshan
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/07/09
Chitral valley
frequency ratio
logistic regression
PS-InSAR
ROC
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
Integration of Spatial Probability and Size in Slope-Unit-Based Landslide Susceptibility Assessment: A Case Study
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 21, 页码: 17
作者:
Li, Langping
;
Lan, Hengxing
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/16
landslide susceptibility assessment
slope-unit
spatial probability
size
integration
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
Optimizing the frequency ratio method for landslide susceptibility assessment: A case study of the Caiyuan Basin in the southeast mountainous area of China
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 2, 页码: 340-357
作者:
Zhang, Yi-xing
;
Lan, Heng-xing
;
Li, Lang-ping
;
Wu, Yu-ming
;
Chen, Jun-hui
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/05/19
Automatic optimization
Frequency ratio
GIS
Landslide susceptibility assessment
Predictive mapping with small field sample data using semi-supervised machine learning
期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
作者:
Du, Fei
;
Zhu, A-Xing
;
Liu, Jing
;
Yang, Lin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
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:5/0
  |  
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
Temporal and Spatial Changes of Soil Organic Carbon Stocks in the Forest Area of Northeastern China
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 11, 页码: 14
作者:
Wang, Shuai
;
Zhuang, Qianlai
;
Yang, Zijiao
;
Yu, Na
;
Jin, Xinxin
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/05/19
forest soil
soil organic carbon stocks
spatial variation
environment variable
Disease relative risk downscaling model to localize spatial epidemiologic indicators for mapping hand, foot, and mouth disease over China
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 10, 页码: 1815-1833
作者:
Song, Chao
;
He, Yaqian
;
Bo, Yanchen
;
Wang, Jinfeng
;
Ren, Zhoupeng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/05/19
Disease mapping modeling
Local relative risk assessment
Spatial odds ratio
Spatial risk ratio
Spatial attributable risk
Hand
foot
and mouth disease
Local-scale landslide susceptibility mapping using the B-GeoSVC model
期刊论文
LANDSLIDES, 2019, 卷号: 16, 期号: 7, 页码: 1301-1312
作者:
Yang, Yang
;
Yang, Jintao
;
Xu, Chengdong
;
Xu, Chong
;
Song, Chao
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2019/09/24
Landslide susceptibility mapping
Spatial heterogeneity
Regional and local information fusion
GeoDetector
SVC
Hierarchical Bayesian method
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