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Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions 期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
Authors:  Wang, Zong;  Shi, Wenjiao;  Zhou, Wei;  Li, Xiaoyan;  Yue, Tianxiang
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Soil particle size fractions  Log-ratio transformation  Boosted regression tree  Random forest  Regression kriging  
Program of Key Laboratory of Land Surface Pattern and Simulation of Institute of Geographical Sciences and Natural Resources Research of CAS[GJ-2020-0x] 项目
项目编号: GJ-2020-0x, 资助机构: Program of Key Laboratory of Land Surface Pattern and Simulation of Institute of Geographical Sciences and Natural Resources Research of CAS, 2020-
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Dynamic Changes of Plateau Wetlands in the Damqu River Basin, Yangtze River Source Region, China, 1988-2015 期刊论文
WETLANDS, 2020, 页码: 16
Authors:  Zhao, Zhilong;  Liu, Linshan;  Wang, Zhaofeng;  Zhang, Yili;  Li, Lanhui;  Liu, Fenggui
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Wetland change  Damqu River basin  The Yangtze River source region  Tibetan plateau  Remote sensing monitoring  
Assessing environmental interference in northern China using a spatial distance model: From the perspective of geographic detection 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 709, 页码: 16
Authors:  Wei, Wei;  Guo, Zecheng;  Zhou, Liang;  Xie, Binbin;  Zhou, Junju
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Environmental interference  Spatial heterogeneity  Spatial dependence  Influencing mechanism  Northern China  
Incorporating spatial association into statistical classifiers: local pattern-based prior tuning 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 38
Authors:  Bai, Hexiang;  Cao, Feng;  Atkinson, M. Peter;  Chen, Qian;  Wang, Jinfeng;  Ge, Yong
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Spatial pattern  statistical classifier  spatial auto-logistic regression  spatial data  
Spatial Conflict of Production-Living-Ecological Space and Sustainable-Development Scenario Simulation in Yangtze River Delta Agglomerations 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 6, 页码: 11
Authors:  Lin, Gang;  Jiang, Dong;  Fu, Jingying;  Cao, Chenglong;  Zhang, Dongwei
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PLES  spatial conflict indices  CA Markov  scenario analysis  
Regional Differences and Influential Factors of Open Public Space in Chinese Cities Based on Big Earth Data 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 6, 页码: 16
Authors:  Wang, Penglong;  Ma, Yanyan;  Zhao, Xueyan;  Wang, Bao;  Wang, Jianghao;  Gao, Feng
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open public space  regional differences  influencing factors  sustainable development goals (SDGs)  China  
Spatio-temporal characteristics of soil protection efforts of the Grain for Green Project in northern Shaanxi Province 期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 3, 页码: 401-422
Authors:  Liu, Wenchao;  Liu, Jiyuan;  Kuang, Wenhui
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northern Shaanxi  converting farmland into forest and grassland  remote sensing  RUSLE  soil erosion  soil conservation  
A lightweight ensemble spatiotemporal interpolation model for geospatial data 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
Authors:  Cheng, Shifen;  Peng, Peng;  Lu, Feng
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Spatiotemporal interpolation  spatiotemporal dependence  lightweight ensemble  extreme learning machine  
Ecosystem Health: Assessment Framework, Spatial Evolution, and Regional Optimization in Southwest China 期刊论文
CHINESE GEOGRAPHICAL SCIENCE, 2020, 卷号: 30, 期号: 1, 页码: 142-156
Authors:  Zhang Hao;  Sun Jian;  Deng Wei;  Peng Li
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ecosystem health  spatiotemporal pattern  pressure-state-response (PSR)  standard deviational ellipse  mountain area