Assessing urban growth dynamics of major Southeast Asian cities using night-time light data
This study analysed urban growth patterns for 15 Southeast Asian cities using remotely sensed night-time light data from1992 to 2012. We extracted three urban categories (countryside, peri-urban, and core-urban) for each city using objectively derived thresholds from the brightness gradient (BG)...
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sg-ntu-dr.10356-841972020-09-26T21:57:02Z Assessing urban growth dynamics of major Southeast Asian cities using night-time light data Kamarajugedda, Shankar Acharya Mandapaka, Pradeep Venkata Lo, Edmond Yat Man Interdisciplinary Graduate School (IGS) Institute of Catastrophe Risk Management Urban Growth Brightness Gradient This study analysed urban growth patterns for 15 Southeast Asian cities using remotely sensed night-time light data from1992 to 2012. We extracted three urban categories (countryside, peri-urban, and core-urban) for each city using objectively derived thresholds from the brightness gradient (BG) approach. The peri-urban and coreurban combined categories were generally found to increase over time for all cities whereas countryside urban category decreased implying strong spatial and temporal trends in urbanization. These trends were also found to be sensitive to geographic characteristics of cities. The study showed that the BG approach can be successfully applied to extract and study growth dynamics of different urban categories for Southeast Asian cities having range of demographic and socioeconomic conditions. The BG derived urban categories compared favourably with Landsat derived impervious areas, where the former was found to envelope the high percentage impervious region derived from the latter. The BG-derived urban areas are lastly compared against the population data to explore linkages with population growth. NRF (Natl Research Foundation, S’pore) Accepted version 2018-07-18T04:09:54Z 2019-12-06T15:40:20Z 2018-07-18T04:09:54Z 2019-12-06T15:40:20Z 2017 Journal Article Kamarajugedda, S. A., Mandapaka, P. V., & Lo, E. Y. M. (2017). Assessing urban growth dynamics of major Southeast Asian cities using night-time light data. International Journal of Remote Sensing, 38(21), 6073-6093. 0143-1161 https://hdl.handle.net/10356/84197 http://hdl.handle.net/10220/45106 10.1080/01431161.2017.1346846 en International Journal of Remote Sensing © 2017 Informa UK Limited, trading as Taylor & Francis Group. This is the author created version of a work that has been peer reviewed and accepted for publication by International Journal of Remote Sensing, Informa UK Limited, trading as Taylor & Francis Group. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1080/01431161.2017.1346846]. 27 p. application/pdf |
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Urban Growth Brightness Gradient Kamarajugedda, Shankar Acharya Mandapaka, Pradeep Venkata Lo, Edmond Yat Man Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
description |
This study analysed urban growth patterns for 15 Southeast Asian
cities using remotely sensed night-time light data from1992 to 2012.
We extracted three urban categories (countryside, peri-urban, and
core-urban) for each city using objectively derived thresholds from
the brightness gradient (BG) approach. The peri-urban and coreurban
combined categories were generally found to increase over
time for all cities whereas countryside urban category decreased
implying strong spatial and temporal trends in urbanization. These
trends were also found to be sensitive to geographic characteristics
of cities. The study showed that the BG approach can be successfully
applied to extract and study growth dynamics of different urban
categories for Southeast Asian cities having range of demographic
and socioeconomic conditions. The BG derived urban categories
compared favourably with Landsat derived impervious areas, where
the former was found to envelope the high percentage impervious
region derived from the latter. The BG-derived urban areas are lastly
compared against the population data to explore linkages with
population growth. |
author2 |
Interdisciplinary Graduate School (IGS) |
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Interdisciplinary Graduate School (IGS) Kamarajugedda, Shankar Acharya Mandapaka, Pradeep Venkata Lo, Edmond Yat Man |
format |
Article |
author |
Kamarajugedda, Shankar Acharya Mandapaka, Pradeep Venkata Lo, Edmond Yat Man |
author_sort |
Kamarajugedda, Shankar Acharya |
title |
Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
title_short |
Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
title_full |
Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
title_fullStr |
Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
title_full_unstemmed |
Assessing urban growth dynamics of major Southeast Asian cities using night-time light data |
title_sort |
assessing urban growth dynamics of major southeast asian cities using night-time light data |
publishDate |
2018 |
url |
https://hdl.handle.net/10356/84197 http://hdl.handle.net/10220/45106 |
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1681057862825017344 |