Understanding the contributions of land parcel features to intra‐surface urban heat island intensity and magnitude: A study of downtown Shanghai, China
Authors:
- 7 May 2020
- journal article
- research article
- Published by Wiley in Land Degradation & Development
- Vol. 32 (3) , 1353-1367
Abstract
This study investigated the fine‐scale land parcel features and their influences on the intra‐surface urban heat island (SUHI) of four dense urban functional zones in downtown Shanghai. A thermal sharpening method was employed to map the high‐resolution intra‐SUHI intensity (SUHII) and magnitude (SUHIM) by integrating the cokriging interpolation of Landsat 8 thermal band 10 and Quickbird datasets. Together with three area proportions (area proportion of the cooling surface/CoolAP, area proportion of the buildings/BuildAP, and area proportion of the other impervious surface/OtherAP), the mean distance between the nearest neighboring buildings (BuildDist) and the building average story number (BuildSN) were used to characterize the land parcel features. The results showed that both the composition and the design attributes of land parcels were significantly related to the intra‐SUHI indicators (SUHII and SUHIM). Additionally, remarkable seasonal variations existed in the intra‐SUHI indicators. The results of the partial least square regression models explained 64.6–65.2% of the variance of the SUHIIs and 63.0–63.9% of the variance of the SUHIMs on hot days and 11.70–18.90% of the variance of the SUHIIs and 11.10–15.90% of the variance of the SUHIMs on cool and chilly days, respectively. This study provided compelling evidence that for a given land parcel, when fixing the effects of BuildAP or OtherAP, high levels of CoolAP, BuildSN, and BuildDist will help create a cooling microclimate on hot days. In contrast, high‐density land parcels with sparse cooling surface exhibit much higher SUHII and SUHIM levels than do low‐density parcels with dominant cooling surface.Keywords
This publication has 38 references indexed in Scilit:
- Observed Synergies between Urban Heat Islands and Heat Waves and Their Controlling Factors in Shanghai, ChinaJournal of Applied Meteorology and Climatology, 2019
- Urban heat island effect: A systematic review of spatio-temporal factors, data, methods, and mitigation measuresInternational Journal of Applied Earth Observation and Geoinformation, 2018
- Downscaling Landsat Land Surface Temperature over the urban area of FlorenceEuropean Journal of Remote Sensing, 2016
- Spaceborne detection of roof and impervious surface albedo: Potentialities and comparison with airborne thermography measurementsSolar Energy, 2015
- Assessment of land surface temperature and heat fluxes over Delhi using remote sensing dataJournal of Environmental Management, 2015
- Landsat-8 Thermal Infrared Sensor (TIRS) Vicarious Radiometric CalibrationRemote Sensing, 2014
- Landscape configuration and urban heat island effects: assessing the relationship between landscape characteristics and land surface temperature in Phoenix, ArizonaLandscape Ecology, 2012
- Downscaling Land Surface Temperature in an Urban Area: A Case Study for Hamburg, GermanyRemote Sensing, 2012
- High-resolution urban thermal sharpener (HUTS)Remote Sensing of Environment, 2011
- Partial least squares regression and projection on latent structure regression (PLS Regression)WIREs Computational Statistics, 2010