Derivation of High-resolution Local Thermal Conditions from Satellite-based Data
17th IBPSA Conference on Building Simulation, BS 2021, Bruges, Belçika, 1 - 03 Eylül 2021, ss.2163-2170, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.26868/25222708.2021.30922
- Basıldığı Şehir: Bruges
- Basıldığı Ülke: Belçika
- Sayfa Sayıları: ss.2163-2170
- Çanakkale Onsekiz Mart Üniversitesi Adresli: Hayır
Özet
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.