Theoretical and empirical comparative evaluations on measures of map association
文献类型：期刊论文
| 作者 | Lin, Yue1,2; Wang, Jinfeng2,3; Xu, Chengdong2 |
| 刊名 | JOURNAL OF GEOGRAPHICAL SYSTEMS
 |
| 出版日期 | 2020-05-04 |
| 页码 | 30 |
| 关键词 | Bivariate spatial association Measurement scales Map comparison Spatial statistics |
| ISSN号 | 1435-5930 |
| DOI | 10.1007/s10109-020-00324-4 |
| 通讯作者 | Wang, Jinfeng(wangjf@lreis.ac.cn) |
| 英文摘要 | Assessing the association between maps is a basic task in GIS. It not only helps to discover the consistency between mapped distributions and to reveal the relationship between various spatial patterns, but also implies attribution. Although literatures are rich in the map association measures, their applications are still tricky because of the complexity in spatial data. In this study, we investigate nine representative measures of map association, where each map could be in three scales of measurement: nominal, ordinal and quantitative (interval or ratio). The strengths and limitations of individual methods are addressed and compared, which include their applicability to different measurement scales, interpretability, and potential applications in complex scenarios. The theoretical comparisons are then demonstrated by two empirical examples. These works provide a rule of thumb for the selection of map association measures for practical purposes. |
| WOS关键词 | SPATIAL ASSOCIATION ; LAND-COVER ; CLASSIFICATION ; RISK ; SIMILARITY ; DEFECTS ; AVERAGE ; SCALE |
| 资助项目 | National Natural Science Foundation of China[41531179] ; Ministry of Science and Technology of China[2016YFC1302504] |
| WOS研究方向 | Geography |
| 语种 | 英语 |
| WOS记录号 | WOS:000530222200001 |
| 出版者 | SPRINGER HEIDELBERG |
| 资助机构 | National Natural Science Foundation of China ; Ministry of Science and Technology of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/159932]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Wang, Jinfeng |
| 作者单位 | 1.Ohio State Univ, Dept Geog, Columbus, OH 43210 USA 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, A11 Datun Rd, Beijing 100101, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Lin, Yue,Wang, Jinfeng,Xu, Chengdong. Theoretical and empirical comparative evaluations on measures of map association[J]. JOURNAL OF GEOGRAPHICAL SYSTEMS,2020:30. |
| APA | Lin, Yue,Wang, Jinfeng,&Xu, Chengdong.(2020).Theoretical and empirical comparative evaluations on measures of map association.JOURNAL OF GEOGRAPHICAL SYSTEMS,30. |
| MLA | Lin, Yue,et al."Theoretical and empirical comparative evaluations on measures of map association".JOURNAL OF GEOGRAPHICAL SYSTEMS (2020):30. |
入库方式： OAI收割
来源：地理科学与资源研究所
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