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A comparative study of an expert knowledge-based model and two data-driven models for landslide susceptibility mapping 期刊论文
CATENA, 2018, 卷号: 166, 页码: 317-327
Authors:  Zhu, A-Xing;  Miao, Yamin;  Wang, Rongxun;  Zhu, Tongxin;  Deng, Yongcui;  Liu, Junzhi;  Yang, Lin;  Qin, Cheng-Zhi;  Hong, Haoyuan
Favorite  |  View/Download:10/0  |  Submit date:2019/05/23
Data-driven models  Expert knowledge-based model  Landslide susceptibility  GIS  Logistic regression  Artificial neural network  
Accounting for access costs in validation of soil maps: A comparison of design-based sampling strategies 期刊论文
GEODERMA, 2018, 卷号: 315, 页码: 160-169
Authors:  Yang, Lin;  Brus, Dick J.;  Zhu, A-Xing;  Li, Xinming;  Shi, Jingjing
Favorite  |  View/Download:6/0  |  Submit date:2019/05/30
Probability sampling  Sampling with probabilities-proportional-to-size  Stratified random sampling  Optimal stratification  Digital soil mapping  Mean squared error  
Variation pattern of particulate organic carbon and nitrogen in oceans and inland waters 期刊论文
BIOGEOSCIENCES, 2018, 卷号: 15, 期号: 6, 页码: 1827-1841
Authors:  Huang, Changchun;  Jiang, Quanliang;  Yao, Ling;  Yang, Hao;  Lin, Chen;  Huang, Tao;  Zhu, A-Xing;  Zhang, Yimin
Favorite  |  View/Download:13/0  |  Submit date:2019/05/30
Identification of representative samples from existing samples for digital soil mapping 期刊论文
GEODERMA, 2018, 卷号: 311, 页码: 109-119
Authors:  An Yiming;  Yang Lin;  Zhu A-Xing;  Qin Chengzhi;  Shi JingJing
Favorite  |  View/Download:5/0  |  Submit date:2019/05/30
Digital soil mapping  Similarity based method under soil-landscape inference model (SoLIM)  Representative samples  
Spatial and temporal variation in autochthonous and allochthonous contributors to increased organic carbon and nitrogen burial in a plateau lake 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 卷号: 603, 页码: 390-400
Authors:  Huang, Changchun;  Yao, Ling;  Zhang, Yunlin;  Huang, Tao;  Zhang, Mingli;  Zhu, A-Xing;  Yang, Hao
Favorite  |  View/Download:0/0  |  Submit date:2019/09/25
Dianchi Lake  Algal blooms  Human activities  Carbon cycling  Land-use cover change  
Regional Soil Mapping Using Multi-Grade Representative Sampling and a Fuzzy Membership-Based Mapping Approach 期刊论文
PEDOSPHERE, 2017, 卷号: 27, 期号: 2, 页码: 344-357
Authors:  Yang Lin;  Zhu, A-Xing;  Zhao Yuguo;  Li Decheng;  Zhang Ganlin;  Zhang Shujie;  Band, Lawrence E.
Favorite  |  View/Download:1/0  |  Submit date:2019/09/25
fuzzy clustering  parent lithology  representative grade  sampling strategy  soil spatial variations  
The impact of rainfall magnitude on the performance of digital soil mapping over low-relief areas using a land surface dynamic feedback method 期刊论文
ECOLOGICAL INDICATORS, 2017, 卷号: 72, 页码: 297-309
Authors:  Zeng, Canying;  Zhu, A-Xing;  Liu, Feng;  Yang, Lin;  Rossiter, David G.;  Liu, Junzhi;  Wang, Desheng
Favorite  |  View/Download:1/0  |  Submit date:2019/09/25
Land surface dynamic feedbacks  Individual predictive soil mapping  Rainfall magnitude  Soil texture  
Land Degradation Monitoring in the Ordos Plateau of China Using an Expert Knowledge and BP-ANN-Based Approach 期刊论文
SUSTAINABILITY, 2016, 卷号: 8, 期号: 11, 页码: 21
Authors:  Yue, Yaojie;  Li, Min;  Zhu, A-xing;  Ye, Xinyue;  Mao, Rui;  Wan, Jinhong;  Dong, Jin
Favorite  |  View/Download:0/0  |  Submit date:2019/09/26
land degradation  TM image  visual interpretation  NDVI  albedo  BP-ANN  Ordos Plateau