Developing a geospatial framework for coupled large scale thermal comfort and air quality indices using high resolution gridded meteorological and station based observations. (November 2021)
- Record Type:
- Journal Article
- Title:
- Developing a geospatial framework for coupled large scale thermal comfort and air quality indices using high resolution gridded meteorological and station based observations. (November 2021)
- Main Title:
- Developing a geospatial framework for coupled large scale thermal comfort and air quality indices using high resolution gridded meteorological and station based observations
- Authors:
- Fahad, Md Golam Rabbani
Karimi, Maryam
Nazari, Rouzbeh
Sabrin, Samain - Abstract:
- Highlights: Thermal comfort and air quality was successfully coupled for outdoor comfort index. Moderate to very strong heat stress was observed during daytime. Statistically significant hotspots for poor air quality were identified. Poor outdoor comfort zones were clustered around large metropolitan areas. Operational framework will serve as a forecasting tool for outdoor activities. Abstract: Current bioclimate and air quality indices provide insufficient information about the combined effect on human physiology in outdoor spaces. This work examined, large scale gridded meteorological observations, including air temperature, wind speed, solar radiation, and relative humidity, to derive Universal Thermal Climate Index (UTCI) at hourly intervals along with the air quality index (AQI) derived from Environmental Protection Agency (EPA) observation stations. UTCI and AQI were combined into a single framework using geospatial analytics and a newly developed lookup table approach. High risk areas for heat stress and poor air quality were identified using Moran's I and Getis-Ord GI* statistics. Moderate to strong heat stress was observed during the summer months of 2015–2019, with UTCI ranging from 26 °C to 38 °C. Coastal regions consistently experienced higher UTCI during noon due to higher humidity but the effect subsided with cooler air circulation from the ocean, especially in the morning and evening. Results also indicated the vulnerability of this region due to the combinedHighlights: Thermal comfort and air quality was successfully coupled for outdoor comfort index. Moderate to very strong heat stress was observed during daytime. Statistically significant hotspots for poor air quality were identified. Poor outdoor comfort zones were clustered around large metropolitan areas. Operational framework will serve as a forecasting tool for outdoor activities. Abstract: Current bioclimate and air quality indices provide insufficient information about the combined effect on human physiology in outdoor spaces. This work examined, large scale gridded meteorological observations, including air temperature, wind speed, solar radiation, and relative humidity, to derive Universal Thermal Climate Index (UTCI) at hourly intervals along with the air quality index (AQI) derived from Environmental Protection Agency (EPA) observation stations. UTCI and AQI were combined into a single framework using geospatial analytics and a newly developed lookup table approach. High risk areas for heat stress and poor air quality were identified using Moran's I and Getis-Ord GI* statistics. Moderate to strong heat stress was observed during the summer months of 2015–2019, with UTCI ranging from 26 °C to 38 °C. Coastal regions consistently experienced higher UTCI during noon due to higher humidity but the effect subsided with cooler air circulation from the ocean, especially in the morning and evening. Results also indicated the vulnerability of this region due to the combined impact of heat stress and poor air quality based on 95th percentile values. The final products from this analysis can provide valuable insights for urban planning and preventative measures to ensure improved public health in outdoor environments. … (more)
- Is Part Of:
- Sustainable cities and society. Volume 74(2021)
- Journal:
- Sustainable cities and society
- Issue:
- Volume 74(2021)
- Issue Display:
- Volume 74, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 74
- Issue:
- 2021
- Issue Sort Value:
- 2021-0074-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-11
- Subjects:
- Air quality -- AQI -- Biometeorology -- Heat stress -- NLDAS -- Thermal comfort -- UTCI
Sustainable urban development -- Periodicals
Sustainable buildings -- Periodicals
Urban ecology (Sociology) -- Periodicals
307.76 - Journal URLs:
- http://www.sciencedirect.com/science/journal/22106707/ ↗
http://www.sciencedirect.com/ ↗
http://www.journals.elsevier.com/sustainable-cities-and-society ↗ - DOI:
- 10.1016/j.scs.2021.103204 ↗
- Languages:
- English
- ISSNs:
- 2210-6707
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19108.xml