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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:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [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]
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 bre...

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