Paper Conference

Proceedings of Building Simulation 2021: 17th Conference of IBPSA

     

Derivation of high-resolution local thermal conditions from satellite-based data

Pelin Firat Ors, Ardeshir Mahdavi
TU Wien, Austria

DOI: https://doi.org/10.26868/25222708.2021.30922
Abstract: The present study proposes a statistical approach for obtaining spatially detailed near-surface thermal information regarding the urban domain. This is accomplished by defining a workflow, which considers location-specific attributes of the built environment and which can be applied by utilizing publicly accessible data via remote sensing and GIS sources. To this end, we employ a large set of ground-based and remotely sensed observations from the years 2000 to 2015 to realize these objectives. The results reveal a relationship with an adjusted R2 of 0.92 for day-time and 0.98 for night-time conditions. Air temperature estimates utilizing the proposed approach yield RMSEs of 2.26 K and 1.40 K for day-time and night-time inquiries respectively.
Keywords: urban microclimate, built environment, remote sensing, land surface temperature, air temperature
Pages: 2163 - 2170
Paper:
bs2021_30922