A Data-Driven Approach to Categorize Climatic Microenvironments

Kathrin Häb, Ariane Middel, Benjamin L. Ruddell, Hans Hagen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In urban climatology, identifying areas of similar microclimatic conditions helps to relate fine-scale urban morphology variations to their impact on atmospheric surroundings. Mobile transect measurements yield high-resolution microclimate data that allow for the delineation of these areas at a fine scale. However, the resulting spatio-temporal multivariate data is complicated and requires careful analysis and visualization to identify the emergent climatic microenvironments. Our previous work used a glyph-based visualization to comprehensively visualize spatially aggregated multivariate data from mobile measurements over diverse routes. This aggregation was conducted over a regular grid, and the utilized glyphs encoded multivariate relationships, average wind direction during data collection, number of transects traversing a grid cell, and grid cell size. In this paper, we reduce the visual complexity of the resulting map by coloring the background of the grid cells based on a comparison of the glyphs. The result is a gridded map that visually emphasizes spatial zones of similar multivariate relationships and that takes the information encoded by the glyphs into account. A preliminary evaluation shows that the described approach yields zones that line up with the physical structure of the study site.

Original languageEnglish (US)
Title of host publicationEnvirVis 2016 - Workshop on Visualisation in Environmental Sciences
EditorsDieter Fellner
PublisherThe Eurographics Association
Pages35-39
Number of pages5
ISBN (Electronic)9783038680185
DOIs
StatePublished - 2016
Externally publishedYes
Event4th Workshop on Visualisation in Environmental Sciences, EnvirVis 2016 at EuroVis 2016 - Groningen, Netherlands
Duration: Jun 6 2016Jun 7 2016

Publication series

NameEnvirVis 2016 - Workshop on Visualisation in Environmental Sciences

Conference

Conference4th Workshop on Visualisation in Environmental Sciences, EnvirVis 2016 at EuroVis 2016
Country/TerritoryNetherlands
CityGroningen
Period6/6/166/7/16

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Computer Graphics and Computer-Aided Design
  • Environmental Science(all)

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