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author:

Fonseka, H. P. U. (Fonseka, H. P. U..) [1] | Zhang, Hongsheng (Zhang, Hongsheng.) [2] | Sun, Ying (Sun, Ying.) [3] | Su, Hua (Su, Hua.) [4] (Scholars:苏华) | Lin, Hui (Lin, Hui.) [5] | Lin, Yinyi (Lin, Yinyi.) [6]

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Urbanization has become one of the most important human activities modifying the Earth's land surfaces; and its impacts on tropical and subtropical cities (e.g., in South/Southeast Asia) are not fully understood. Colombo; the capital of Sri Lanka; has been urbanized for about 2000 years; due to its strategic position on the east-west sea trade routes. This study aims to investigate the characteristics of urban expansion and its impacts on land surface temperature in Colombo from 1988 to 2016; using a time-series of Landsat images. Urban land cover changes (ULCC) were derived from time-series satellite images with the assistance of machine learning methods. Urban density was selected as a measure of urbanization; derived from both the multi-buffer ring method and a gravity model; which were comparatively adopted to evaluate the impacts of ULCC on the changes in land surface temperature (LST) over the study period. The experimental results indicate that: (1) the urban land cover classification during the study period was conducted with satisfactory accuracy; with more than 80% for the overall accuracy and over 0.73 for the Kappa coefficient; (2) the Colombo Metropolitan Area exhibits a diffusion pattern of urban growth; especially along the west coastal line; from both the multi-buffer ring approach and the gravity model; (3) urban density was identified as having a positive relationship with LST through time; (4) there was a noticeable increase in the mean LST; of 5.24 degrees C for water surfaces; 5.92 degrees C for vegetation; 8.62 degrees C for bare land; and 8.94 degrees C for urban areas. The results provide a scientific reference for policy makers and urban planners working towards a healthy and sustainable Colombo Metropolitan Area.

Keyword:

cover change gravity model impervious surface land surface temperature land use multi buffer ring method

Community:

  • [ 1 ] [Fonseka, H. P. U.]Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Shatin, Hong Kong 999077, Peoples R China
  • [ 2 ] [Zhang, Hongsheng]Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Shatin, Hong Kong 999077, Peoples R China
  • [ 3 ] [Lin, Yinyi]Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Shatin, Hong Kong 999077, Peoples R China
  • [ 4 ] [Fonseka, H. P. U.]Arthur C Clarke Inst Modern Technol, Katubedda 10400, Moratuwa, Sri Lanka
  • [ 5 ] [Zhang, Hongsheng]Chinese Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518000, Peoples R China
  • [ 6 ] [Lin, Yinyi]Chinese Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518000, Peoples R China
  • [ 7 ] [Sun, Ying]Sun Yat Sen Univ, Sch Geog & Planning, Guangzhou 510275, Guangdong, Peoples R China
  • [ 8 ] [Su, Hua]Fuzhou Univ, Minist Educ, Key Lab Spatial Data Min & Informat Sharing, Natl & Local Joint Engn Res Ctr Satellite Geospat, Fuzhou 350108, Fujian, Peoples R China
  • [ 9 ] [Lin, Hui]Jiangxi Normal Univ, Sch Geog & Environm, Nanchang 330022, Jiangxi, Peoples R China

Reprint 's Address:

  • [Zhang, Hongsheng]Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Shatin, Hong Kong 999077, Peoples R China;;[Zhang, Hongsheng]Chinese Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518000, Peoples R China

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Source :

REMOTE SENSING

ISSN: 2072-4292

Year: 2019

Issue: 8

Volume: 11

4 . 5 0 9

JCR@2019

4 . 2 0 0

JCR@2023

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:137

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 53

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Online/Total:67/10050007
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