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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] | Lin, Hui (Lin, Hui.) [5] | Lin, Yinyi (Lin, Yinyi.) [6]

Indexed by:

EI

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 °C for water surfaces; 5.92 °C for vegetation; 8.62 °C for bare land; and 8.94 °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. © 2019 by the authors.

Keyword:

Atmospheric temperature Land surface temperature Land use Learning systems Surface measurement Surface properties Time series Tropics Urban growth

Community:

  • [ 1 ] [Fonseka, H.P.U.]Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shatin, N.T.; 999077, Hong Kong
  • [ 2 ] [Fonseka, H.P.U.]Arthur C Clarke Institute for Modern Technologies, Katubedda, Moratuwa; 10400, Sri Lanka
  • [ 3 ] [Zhang, Hongsheng]Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shatin, N.T.; 999077, Hong Kong
  • [ 4 ] [Zhang, Hongsheng]Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen; 518000, China
  • [ 5 ] [Sun, Ying]School of Geography and Planning, Sun Yat-Sen University, Guangzhou; 510275, China
  • [ 6 ] [Su, Hua]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National and Local Joint Engineering Research Center of Satellite Geospatial Information Technology, Fuzhou University, Fuzhou; 350108, China
  • [ 7 ] [Lin, Hui]School of Geography and Environment, Jiangxi Normal University, Nanchang; 330022, China
  • [ 8 ] [Lin, Yinyi]Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Shatin, N.T.; 999077, Hong Kong
  • [ 9 ] [Lin, Yinyi]Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen; 518000, China

Reprint 's Address:

  • [zhang, hongsheng]shenzhen research institute, the chinese university of hong kong, shenzhen; 518000, china;;[zhang, hongsheng]institute of space and earth information science, the chinese university of hong kong, shatin, n.t.; 999077, hong kong

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Source :

Remote Sensing

Year: 2019

Issue: 8

Volume: 11

4 . 5 0 9

JCR@2019

4 . 2 0 0

JCR@2023

ESI HC Threshold:137

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 66

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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