Geomatics Natural Hazards and Risk · 2021 · 47 citations · 87 references
Natural SciencesEarth SciencesGeographyClimatologyRemote SensingSpatial AnalysisLand Cover Change DetectionRemote Sensing Change DetectionThermal Remote SensingUrban ClimateUrban ClimatologyUrban Heat IslandsLand Surface Temperature MappingSurface Urban Heat Island AnalysisUnsupervised ClassificationUrban Climate MappingUrban Heat Island IntensityUrban Thermal EnvironmentUrban Thermal Mapping
This study investigates the relationship of urban thermal environment (UTE) with various influential factors as well as ecological conditions. The relation between LST and land use and land cover (LULC) changes was explored in terms of remote-sensing (RS) based indices; heat effect contribution index (HECI), Urban thermal field variance index (UTFVI), Surface urban heat island intensity (SUHII), Normal Difference Built-up Index (NDBI), and Normal Difference Vegetation Index (NDVI). LULC maps were classified using the unsupervised classification technique and made error matrix to determine the accuracy. Results revealed that the vegetated area in Faisalabad decreased by 230 km2 due to an expansion in the urban area of 124-320 km2 during the period 1992-2014. An average LST in the rural buffers is increasing rapidly as compare to urban buffer and varied over the eight years with a range of 0.68-2.57 (°C). After 2007, SUHII's linear trend was negative because rural temperatures were still rising. Based on HECI, we found that urban expansion mainly led to increase in LST. UTFVI has shown poor ecological conditions in all urban buffers. In addition, there is a positive correlation between LST and NDBI, while NDVI indicates a negative correlation with LST.
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