Examining and Modelling the Determinants of the Rising Land Surface Temperatures in Arabian Desert Cities: An Example from Riyadh, Saudi Arabia
- 30 June 2018
- journal article
- research article
- Published by Babes-Bolyai University in Journal of Settlements and Spatial Planning
- Vol. 9 (1), 1-10
- https://doi.org/10.24193/jssp.2018.1.01
Abstract
The Saudi capital city of Riyadh has experienced rapid population growth and urban expansion over the past 4 decades. One major consequence of such growth is the rising of the city's land surface temperature (LST). This study used Landsat 7 ETM+ sensor data to map the distribution of Riyadh's LST and then examined and modelled the impacts of five contributing factors known to increase urban LST. The contributing factors are size/area and population density of each neighbourhood, along with amounts of impervious surfaces, vegetations, and soil/sand measured through remote sensing indices NDBI, NDVI, and NDBsI. The data were analyzed using Pearson's Product Moment Correlation values, Path Analysis, and Multiple Regression analysis. The result shows that neighbourhood population densities and NDBsI index have strong positive correlations (r=0.68 and r=0.60) with LST. Neighbourhood area showed significant but low positive correlation (r=0.33) and the NDBI and NDVI indices showed strong negative correlations (r=-0.55 and r=-0.64) with the LST. The multiple regression model explained about 77% of the total variation in the LST. The model can be used to predict and simulate future LST distribution for Riyadh as well as other cities in the Kingdom and the region.Keywords
This publication has 32 references indexed in Scilit:
- Impact of land cover and population density on land surface temperature: case study in Wuhan, ChinaJournal of Applied Remote Sensing, 2014
- The impact of distinct anthropogenic and vegetation features on urban warmingLandscape Ecology, 2013
- Landscape configuration and urban heat island effects: assessing the relationship between landscape characteristics and land surface temperature in Phoenix, ArizonaLandscape Ecology, 2012
- Temporal characteristics of thermal satellite images for urban heat stress and heat island mappingISPRS Journal of Photogrammetry and Remote Sensing, 2012
- Urban Heat Island Analysis Using the Landsat TM Data and ASTER Data: A Case Study in Hong KongRemote Sensing, 2011
- Coupling urbanization analyses for studying urban thermal environment and its interplay with biophysical parameters based on TM/ETM+ imageryInternational Journal of Applied Earth Observation and Geoinformation, 2010
- Surface temperature estimation in Singhbhum Shear Zone of India using Landsat-7 ETM+ thermal infrared dataAdvances in Space Research, 2009
- Modeling Urban Land Use Change and Urban Sprawl: Calgary, Alberta, CanadaNetworks and Spatial Economics, 2007
- Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changesRemote Sensing of Environment, 2006
- Use of normalized difference built-up index in automatically mapping urban areas from TM imageryInternational Journal of Remote Sensing, 2003