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Animated Flow Maps for Visualizing Human Movement: Two Demonstrations with Air Traffic and Twitter Data

Published: 07 November 2017 Publication History

Abstract

We present a novel flow mapping method called Animated Flow Mapper. Conventional flow mapping uses the thickness of a flow line to differentiate the volume of a flow and arrows to represent the direction. These flow mapping methods have suffered from problems of occlusion especially for visualizing large volumes of data, and when many flows converge at--or diverge from--single points. The Animated Flow Mapper aims to circumvent these problems of occlusion and to provide a more effective visualization of the patterns of the flows. The method uses thin dashed lines of equal width, which are animated to represent the directions and volumes of flows of moving objects by repeatedly redrawing each dashed-line at different speeds. The case studies and results of a human subject opinion survey show the advantages of the Animated Flow Mapper are comparable to other flow mapping methods.

References

[1]
M. F. Goodchild, M. Yuan, and T. J. Cova, "Towards a general theory of geographic representation in GIS," International journal of geographical information science, vol. 21, no. 3, pp. 239--260, 2007.
[2]
W. R. Tobler, "Experiments in migration mapping by computer," The American Cartographer, vol. 14, no. 2, pp. 155--163, 1987.
[3]
Y. Chiricota, G. Melancon, T. T. P. Quang, and P. Tissandier, "Visual exploration of (French) commuter networks."
[4]
A. Koblin, "Flight patterns." pp. 29--29.
[5]
E. R. Tufte, and P. Graves-Morris, The visual display of quantitative information: Graphics press Cheshire, CT, 2001.
[6]
A. Glennon, and C. Groves, "An examination of perennial stream drainage patterns within the Mammoth Cave watershed, Kentucky," Journal of Cave and Karst Studies, vol. 64, no. 1, pp. 82--91, 2002.
[7]
A. Padmanabhan, S. Wang, G. Cao, M. Hwang, Y. Zhao, Z. Zhang, and Y. Gao, "FluMapper: an interactive CyberGIS environment for massive location-based social media data analysis." p. 33.
[8]
K. C. Cox, and S. G. Eick, "Case study: 3D displays of Internet traffic." pp. 129--131.
[9]
J. Wood, J. Dykes, and A. Slingsby, "Visualisation of origins, destinations and flows with OD maps," The Cartographic Journal, vol. 47, no. 2, pp. 117--129, 2010.
[10]
D. Guo, "Flow mapping and multivariate visualization of large spatial interaction data," Visualization and Computer Graphics, IEEE Transactions on, vol. 15, no. 6, pp. 1041--1048, 2009.
[11]
D. Phan, L. Xiao, R. Yeh, and P. Hanrahan, "Flow map layout." pp. 219--224.
[12]
K. Buchin, B. Speckmann, and K. Verbeek, "Flow map layout via spiral trees," Visualization and Computer Graphics, IEEE Transactions on, vol. 17, no. 12, pp. 2536--2544, 2011.
[13]
W. Tobler. "Tobler's Flow Mapper," March 28, 2015; http://csiss.ncgia.ucsb.edu/clearinghouse/FlowMapper/.
[14]
D. Holten, "Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data," Visualization and Computer Graphics, IEEE Transactions on, vol. 12, no. 5, pp. 741--748, 2006.
[15]
D. Holten, and J. J. Van Wijk, "Force-Directed Edge Bundling for Graph Visualization." pp. 983--990.
[16]
W. Cui, H. Zhou, H. Qu, P. C. Wong, and X. Li, "Geometry-based edge clustering for graph visualization," Visualization and Computer Graphics, IEEE Transactions on, vol. 14, no. 6, pp. 1277--1284, 2008.
[17]
J. v. Dijk. "Flowmap," March 28, 2015; http://flowmap.geo.uu.nl/index.php.
[18]
M. J. Parks, American flow mapping: a survey of the flow maps found in twentieth century geography textbooks, including a classification of the various flow map designs, 1987.
[19]
T. A. Slocum, Thematic cartography and geovisualization: Prentice hall, 2009.
[20]
A. Rae, "From spatial interaction data to spatial interaction information? Geovisualisation and spatial structures of migration from the 2001 UK census," Computers, Environment and Urban Systems, vol. 33, no. 3, pp. 161--178, 2009.
[21]
A. Woodruff. "Hubway Trip Explorer," April 3, 2015; http://bostonography.com/hubwaymap/.
[22]
N. Adrienko, and G. Adrienko, "Spatial generalization and aggregation of massive movement data," Visualization and Computer Graphics, IEEE Transactions on, vol. 17, no. 2, pp. 205--219, 2011.
[23]
I. Boyandin, E. Bertini, and D. Lalanne, "Using flow maps to explore migrations over time."
[24]
K. Verbeek, K. Buchin, and B. Speckmann, "Flow map layout via spiral trees," IEEE transactions on visualization and computer graphics, vol. 17, no. 12, pp. 2536--2544, 2011.
[25]
X. Zhu, and D. Guo, "Mapping large spatial flow data with hierarchical clustering," Transactions in GIS, vol. 18, no. 3, pp. 421--435, 2014.
[26]
D. Phan, L. Xiao, R. Yeh, P. Hanrahan, and T. Winograd. "Flow Map Layout," March 28, 2015; http://graphics.stanford.edu/papers/flow_map_layout/.
[27]
S. Spielberg, "Indiana Jones and the Kingdom of the Crystal Skull," Paramount Pictures, 2008, p. 119 minutes[
[28]
M. P. Peterson, and J. Wendel, "North American Animated Flight Atlas," Journal of Maps, vol. 3, no. 1, pp. 98--106, 2007.
[29]
"Mapping Slave Voyages EXPLORE THE 350-YEAR HISTORY OF THE TRANSATLANTIC TRADE.," April 22, 2017; http://roots.history.com/global-slave-trade-interactive.
[30]
"An incredible interactive visualisation of global shipping," April 22, 2017; https://www.shipmap.org/.
[31]
H. Sequeira, "Spatio-Temporal Visualizer: Online tool to visualize trajectory data using a time-window," 2014.
[32]
A. Hill, and S. Tokumine. "Britain's Royal Navy in the First World War - animated," May 30, 2015; http://www.theguardian.com/news/datablog/interactive/2012/oct/01/first-world-warroyal-navy-ships-mapped.
[33]
V. Agafonkin. "Leaflet," June 1st, 2015; http://leafletjs.com/.
[34]
B. Becquet. "Leaflet PolylineDecorator," April 3, 2015; https://github.com/bbecquet/Leaflet.PolylineDecorator.
[35]
H. Thasler. "Leaflet.Geodesic," June 10, 2015; https://github.com/henrythasler/Leaflet.Geodesic.
[36]
U. S. D. o. Transporation. "Bureau of Transportation Statistics," June 9 2015; http://www.rita.dot.gov/bts/home.
[37]
B. Hawelka, I. Sitko, E. Beinat, S. Sobolevsky, P. Kazakopoulos, and C. Ratti, "Geo-located Twitter as proxy for global mobility patterns," Cartography and Geographic Information Science, vol. 41, no. 3, pp. 260--271, 2014.
[38]
J. I. Blanford, Z. Huang, A. Savelyev, and A. M. MacEachren, "Geo-located tweets. enhancing mobility maps and capturing cross-border movement," PloS one, vol. 10, no. 6, pp. e0129202, 2015.

Cited By

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  • (2022)GSVizProceedings of the 30th International Conference on Advances in Geographic Information Systems10.1145/3557915.3560983(1-12)Online publication date: 1-Nov-2022
  • (2022)A framework for social media information flow analytics in cyberspace and physical spaceTransactions in GIS10.1111/tgis.1292326:3(1485-1508)Online publication date: 8-Apr-2022
  • (2020)A Visual Analytics System for Space–Time Dynamics of Regional Income Distributions Utilizing Animated Flow Maps and Rank‐based Markov ChainsGeographical Analysis10.1111/gean.1223952:4(537-557)Online publication date: 26-Jun-2020

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cover image ACM Conferences
LENS'17: Proceedings of the 1st ACM SIGSPATIAL Workshop on Analytics for Local Events and News
November 2017
50 pages
ISBN:9781450355001
DOI:10.1145/3148044
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 07 November 2017

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Author Tags

  1. Twitter
  2. air traffic
  3. animated map
  4. flow map

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View all
  • (2022)GSVizProceedings of the 30th International Conference on Advances in Geographic Information Systems10.1145/3557915.3560983(1-12)Online publication date: 1-Nov-2022
  • (2022)A framework for social media information flow analytics in cyberspace and physical spaceTransactions in GIS10.1111/tgis.1292326:3(1485-1508)Online publication date: 8-Apr-2022
  • (2020)A Visual Analytics System for Space–Time Dynamics of Regional Income Distributions Utilizing Animated Flow Maps and Rank‐based Markov ChainsGeographical Analysis10.1111/gean.1223952:4(537-557)Online publication date: 26-Jun-2020

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