The Effects of Length and Orientation on Numerical Representation in Flow Maps

Flow maps are a common type of geographic information visualization in which lines that symbolize flow are typically varied in width to represent differences in the magnitude of the flow. An accurate perception of thickness is critical to numerical representation in flow maps. Previous studies have...

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Main Authors: Yun Lin, Chengqi Xue, Yafeng Niu, Xiaozhou Zhou, Yanfei Zhu
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/9/4/219
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author Yun Lin
Chengqi Xue
Yafeng Niu
Xiaozhou Zhou
Yanfei Zhu
author_facet Yun Lin
Chengqi Xue
Yafeng Niu
Xiaozhou Zhou
Yanfei Zhu
author_sort Yun Lin
collection DOAJ
description Flow maps are a common type of geographic information visualization in which lines that symbolize flow are typically varied in width to represent differences in the magnitude of the flow. An accurate perception of thickness is critical to numerical representation in flow maps. Previous studies have identified some of the factors, such as horizontal–vertical visual illusions and color size effects, that affect the perceived size of objects. However, the question of whether multiple visual variables that encode flow lines, such as length, orientation, and shape, interfere with their perceived thicknesses, remains unanswered. In this study, we performed a user study to determine the effect of length and orientation on thickness perception. The result indicates that the horizontal orientation is perceived to be thicker than the vertical orientation, and a short length is perceived to be thicker than a long length. Furthermore, we report and discuss other results (e.g., on adjustment direction) that are consistent with previous work. Although this study constitutes basic research, accumulating evidence on thickness perception is essential to this field of science. This study may contribute to our understanding of the factors that influence the perception of the thickness of lines on a flow map. We provide some concrete guidelines for the design of flow maps that may be beneficial to map designers.
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spelling doaj.art-0a61b62eaf4b43df9a77efebed06b8f72023-11-19T20:49:51ZengMDPI AGISPRS International Journal of Geo-Information2220-99642020-04-019421910.3390/ijgi9040219The Effects of Length and Orientation on Numerical Representation in Flow MapsYun Lin0Chengqi Xue1Yafeng Niu2Xiaozhou Zhou3Yanfei Zhu4School of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaSchool of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaSchool of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaSchool of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaSchool of Mechanical Engineering, Southeast University, Nanjing 211189, ChinaFlow maps are a common type of geographic information visualization in which lines that symbolize flow are typically varied in width to represent differences in the magnitude of the flow. An accurate perception of thickness is critical to numerical representation in flow maps. Previous studies have identified some of the factors, such as horizontal–vertical visual illusions and color size effects, that affect the perceived size of objects. However, the question of whether multiple visual variables that encode flow lines, such as length, orientation, and shape, interfere with their perceived thicknesses, remains unanswered. In this study, we performed a user study to determine the effect of length and orientation on thickness perception. The result indicates that the horizontal orientation is perceived to be thicker than the vertical orientation, and a short length is perceived to be thicker than a long length. Furthermore, we report and discuss other results (e.g., on adjustment direction) that are consistent with previous work. Although this study constitutes basic research, accumulating evidence on thickness perception is essential to this field of science. This study may contribute to our understanding of the factors that influence the perception of the thickness of lines on a flow map. We provide some concrete guidelines for the design of flow maps that may be beneficial to map designers.https://www.mdpi.com/2220-9964/9/4/219flow mapmagnitude estimationmagnitude productionvisual variablesvisualization
spellingShingle Yun Lin
Chengqi Xue
Yafeng Niu
Xiaozhou Zhou
Yanfei Zhu
The Effects of Length and Orientation on Numerical Representation in Flow Maps
ISPRS International Journal of Geo-Information
flow map
magnitude estimation
magnitude production
visual variables
visualization
title The Effects of Length and Orientation on Numerical Representation in Flow Maps
title_full The Effects of Length and Orientation on Numerical Representation in Flow Maps
title_fullStr The Effects of Length and Orientation on Numerical Representation in Flow Maps
title_full_unstemmed The Effects of Length and Orientation on Numerical Representation in Flow Maps
title_short The Effects of Length and Orientation on Numerical Representation in Flow Maps
title_sort effects of length and orientation on numerical representation in flow maps
topic flow map
magnitude estimation
magnitude production
visual variables
visualization
url https://www.mdpi.com/2220-9964/9/4/219
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