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A multi-scale representation model of polyline based on head/tail breaks

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成果类型:
期刊论文
作者:
Liu, Pengcheng;Xiao, Tianyuan;Xiao, Jia*;Ai, Tinghua
通讯作者:
Xiao, Jia
作者机构:
[Xiao, Tianyuan; Xiao, Jia; Liu, Pengcheng] Cent China Normal Univ, Key Lab Geog Proc Anal & Simulat, Wuhan, Peoples R China.
[Xiao, Tianyuan; Xiao, Jia; Liu, Pengcheng] Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan, Peoples R China.
[Ai, Tinghua] Wuhan Univ, Sch Resource & Environm Sci, Wuhan, Peoples R China.
通讯机构:
[Xiao, Jia] C
Cent China Normal Univ, Key Lab Geog Proc Anal & Simulat, Wuhan, Peoples R China.
Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan, Peoples R China.
语种:
英文
关键词:
Multiscale Representation;head/tail breaks;Fourier series;information content;cartographic generalization
期刊:
International Journal of Geographical Information Science
ISSN:
1365-8816
年:
2020
卷:
34
期:
11
页码:
2275-2295
基金类别:
This work was supported by the National Natural Science Foundation of China [41531180]; self-determined research funds of CCNU from the colleges’ basic research and operation of MOE [30106190127]; National Key Research and Development Program of China [2017YFB0503500]. The authors would like to thank the three anonymous reviewers and the editors Prof. Shawn Laffan and Prof. May Yuan, whose comments helped to improve the paper a lot.
机构署名:
本校为第一且通讯机构
院系归属:
城市与环境科学学院
摘要:
This paper proposes a model to quantify the multiscale representation of a polyline based on iterative head/tail breaks. A polyline is first transformed into a corresponding Fourier descriptor consisting of normalized Fourier-series-expansion coefficients. Then, the most significant finite components of the Fourier descriptor are selected and ranked to constitute the polyline constrained Fourier descriptor. Using Shannon’s information theory, information content of the constrained Fourier-descriptor components is defined. Next, head/tail break...

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