The Vertical City Weather Generator

dc.contributor.advisorAliabadi, Amir Abbas
dc.contributor.advisorKrayenhoff, Scott
dc.contributor.authorMoradi, Mohsen
dc.date.accessioned2021-07-27T20:01:25Z
dc.date.available2021-07-27T20:01:25Z
dc.date.copyright2021-07
dc.date.created2021-07-15
dc.date.issued2021-02
dc.degree.departmentSchool of Engineeringen_US
dc.degree.grantorUniversity of Guelphen_US
dc.degree.nameDoctor of Philosophyen_US
dc.degree.programmeEngineeringen_US
dc.description.abstractThe increased rates of urban expansion and replacement of natural areas by artificial surfaces have drastically changed the land use and land cover, and consequently have brought numerous environmental issues at various scales. Urban climate models can predict the environmental impacts of cities through incorporating energy, mass, and momentum analyses. A comprehensive simulation of urban climate requires adequate representation of the essential physical processes that involve exchanges of momentum (via drag), heat (via radiation, convection, and conduction), and water (via precipitation, evaporation, or evapotranspiration) between the atmosphere and the impervious, vegetated, or soil surfaces. In this thesis, a new urban microclimate model, called Vertical City Weather Generator (VCWG), is presented, which attempts to overcome some limitations in the previous studies. It consists of a rural model, an urban vertical diffusion model, a building energy model, a radiation model with trees, an urban surface energy balance model, and an urban hydrology model. VCWG models the dynamic interaction between the mentioned sub-models to resolve vertical profiles of climate variables, including temperature, wind, and specific humidity; to compute temperatures and water content in urban surfaces and sub-surfaces; to compute building environmental variables such as indoor temperature and specific humidity; and to compute energy metrics such as building water/energy/electricity demands and the associated heat or humidity fluxes imposed on the outdoor environment. VCWG is evaluated against the Basel UrBan Boundary Layer Experiment (BUBBLE) field measurements conducted in Basel, Switzerland, in 2001-2002 and the Sunset neighborhood field measurements conducted in Vancouver, Canada, in 2008. The simulation results exhibit reasonable agreement with the measured datasets. The performance of VCWG is further assessed by conducting various explorations on the model’s components, which are in reasonable agreement with the previous studies. VCWG can be used as a design, prediction, or investigation tool to understand how urban climate variables are influenced as a function of forcing environmental conditions and urban configurations. It can be used for simulations to provide details at micro-scale, while it is very computationally-efficient and suitable for large spatio-temporal scale analyses.en_US
dc.description.sponsorshipUniversity of Guelph, International Graduate Tuition Scholarship (IGTS) for the author
dc.description.sponsorshipAccelerate program (460847) from Mathematics of Information Technology and Complex Systems (MITACS)
dc.description.sponsorshipDiscovery Grant program (401231) from the Natural Sciences and Engineering Research Council of Canada
dc.description.sponsorshipGovernment of Ontario through the Ontario Centres of Excellence (OCE) under the Alberta-Ontario Innovation Program (AOIP) (053450)
dc.description.sponsorshipEmission Reduction Alberta (ERA) (053498)
dc.identifier.citationMoradi, M., Dyer, B., Nazem, A., Nambiar, M. K., Nahian, M. R., Bueno, B., Mackey, C., Vasanthakumar, S., Nazarian, N., Krayenhoff, E. S., Norford, L. K., and Aliabadi, A. A.: The Vertical City Weather Generator (VCWG v1.3.2), Geosci. Model Dev., 14, 961�??984, https://doi.org/10.5194/gmd-14-961-2021, 2021.
dc.identifier.urihttps://hdl.handle.net/10214/26111
dc.language.isoenen_US
dc.publisherUniversity of Guelphen_US
dc.rights.licenseAll items in the Atrium are protected by copyright with all rights reserved unless otherwise indicated.
dc.subjectClimate Changeen_US
dc.subjectMicro-climate Modelingen_US
dc.subjectUrban Canopy Modelingen_US
dc.subjectUrban Climateen_US
dc.subjectUrban Hydrologyen_US
dc.subjectBuilding Energyen_US
dc.titleThe Vertical City Weather Generatoren_US
dc.typeThesisen_US

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