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- W2606998430 abstract "This dissertation focuses on the visualization of urban microclimate data sets,which describe the atmospheric impact of individual urban features. The applicationand adaptation of visualization and analysis concepts to enhance theinsight into observational data sets used this specialized area are explored, motivatedthrough application problems encountered during active involvementin urban microclimate research at the Arizona State University in Tempe, Arizona.Besides two smaller projects dealing with the analysis of thermographsrecorded with a hand-held device and visualization techniques used for buildingperformance simulation results, the main focus of the work described inthis document is the development of a prototypic tool for the visualizationand analysis of mobile transect measurements. This observation technique involvesa sensor platform mounted to a vehicle, which is then used to traversea heterogeneous neighborhood to investigate the relationships between urbanform and microclimate. The resulting data sets are among the most complexmodes of in-situ observations due to their spatio-temporal dependence, theirmultivariate nature, but also due to the various error sources associated withmoving platform observations.The prototype enables urban climate researchers to preprocess their data,to explore a single transect in detail, and to aggregate observations from multipletraverses conducted over diverse routes for a visual delineation of climaticmicroenvironments. Extending traditional analysis methods, the suggested visualizationtool provides techniques to relate the measured attributes to eachother and to the surrounding land cover structure. In addition to that, animproved method for sensor lag correction is described, which shows the potentialto increase the spatial resolution of measurements conducted with slowair temperature sensors.In summary, the interdisciplinary approach followed in this thesis triggerscontributions to geospatial visualization and visual analytics, as well as to urbanclimatology. The solutions developed in the course of this dissertation aremeant to support domain experts in their research tasks, providing means togain a qualitative overview over their specific data sets and to detect patterns,which can then be further analyzed using domain-specific tools and methods." @default.
- W2606998430 created "2017-04-28" @default.
- W2606998430 creator A5091532772 @default.
- W2606998430 date "2015-01-01" @default.
- W2606998430 modified "2023-09-27" @default.
- W2606998430 title "Visualization and Analysis Techniques for Urban Microclimate Data Sets" @default.
- W2606998430 hasPublicationYear "2015" @default.
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