Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces

Quantitative relations between topological similarity degree and map scale change of multi-scale contour clusters are vital to the automation of map generalization. However, no method has been proposed to calculate the relations. This paper aims at filling the gap by proposing a new approach. It fir...

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書誌詳細
主要な著者: Rong Wang, Haowen Yan, Xiaomin Lu
フォーマット: 論文
言語:English
出版事項: MDPI AG 2022-04-01
シリーズ:ISPRS International Journal of Geo-Information
主題:
オンライン・アクセス:https://www.mdpi.com/2220-9964/11/4/268
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author Rong Wang
Haowen Yan
Xiaomin Lu
author_facet Rong Wang
Haowen Yan
Xiaomin Lu
author_sort Rong Wang
collection DOAJ
description Quantitative relations between topological similarity degree and map scale change of multi-scale contour clusters are vital to the automation of map generalization. However, no method has been proposed to calculate the relations. This paper aims at filling the gap by proposing a new approach. It firstly constructed a directed contour tree by pre-processing of unclosed contours, and then developed a quantitative expression of topological relations of contour cluster based on directed contour tree. After this, it employed 108 groups of multi-scale contour clusters with different geomorphological types to explore the changing regularity of topological indices with map scale. Last, it used 416 points to calculate the quantitative relations between topological similarity degree and map scale change by curve fitting method. The results show that the quantitative expression of multi-scale topological indexes is closely related to the contour interval change, and power function is the best fit among the candidate functions.
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spelling doaj.art-c9e5be09a6024e58ae2eeb0ffab0b2a22023-11-30T21:13:51ZengMDPI AGISPRS International Journal of Geo-Information2220-99642022-04-0111426810.3390/ijgi11040268Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map SpacesRong Wang0Haowen Yan1Xiaomin Lu2College of Resources and Environmental Engineering, Tianshui Normal University, Tianshui 741001, ChinaFaculty of Geomatics, Lanzhou Jiaotong University, Lanzhou 730070, ChinaFaculty of Geomatics, Lanzhou Jiaotong University, Lanzhou 730070, ChinaQuantitative relations between topological similarity degree and map scale change of multi-scale contour clusters are vital to the automation of map generalization. However, no method has been proposed to calculate the relations. This paper aims at filling the gap by proposing a new approach. It firstly constructed a directed contour tree by pre-processing of unclosed contours, and then developed a quantitative expression of topological relations of contour cluster based on directed contour tree. After this, it employed 108 groups of multi-scale contour clusters with different geomorphological types to explore the changing regularity of topological indices with map scale. Last, it used 416 points to calculate the quantitative relations between topological similarity degree and map scale change by curve fitting method. The results show that the quantitative expression of multi-scale topological indexes is closely related to the contour interval change, and power function is the best fit among the candidate functions.https://www.mdpi.com/2220-9964/11/4/268topological similarity degreesmap generalizationmap scale changecontour clusters
spellingShingle Rong Wang
Haowen Yan
Xiaomin Lu
Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
ISPRS International Journal of Geo-Information
topological similarity degrees
map generalization
map scale change
contour clusters
title Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
title_full Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
title_fullStr Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
title_full_unstemmed Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
title_short Quantitative Relations between Topological Similarity Degree and Map Scale Change of Contour Clusters in Multi-Scale Map Spaces
title_sort quantitative relations between topological similarity degree and map scale change of contour clusters in multi scale map spaces
topic topological similarity degrees
map generalization
map scale change
contour clusters
url https://www.mdpi.com/2220-9964/11/4/268
work_keys_str_mv AT rongwang quantitativerelationsbetweentopologicalsimilaritydegreeandmapscalechangeofcontourclustersinmultiscalemapspaces
AT haowenyan quantitativerelationsbetweentopologicalsimilaritydegreeandmapscalechangeofcontourclustersinmultiscalemapspaces
AT xiaominlu quantitativerelationsbetweentopologicalsimilaritydegreeandmapscalechangeofcontourclustersinmultiscalemapspaces