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Assessing urban growth dynamics of major Southeast Asian cities using night-time light data

机译:使用夜间光数据评估东南亚主要城市的城市增长动态

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摘要

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.
机译:这项研究使用1992年至2012年的遥感夜间光照数据分析了15个东南亚城市的城市增长模式。我们使用客观得出的亮度阈值,为每个城市提取了三个城市类别(郊区,郊区和核心城市)梯度(BG)方法。人们普遍发现,所有城市的郊区和核心城市组合类别都随着时间的推移而增加,而乡村城市类别的减少意味着城市化的时空趋势很强。还发现这些趋势对城市的地理特征敏感。研究表明,BG方法可以成功地应用于具有各种人口和社会经济条件的东南亚城市中,提取和研究不同城市类别的增长动态。 BG派生的城市类别与Landsat派生的防渗区相比要好得多,后者被发现覆盖了后者派生的高比例的不渗透区。最后,将BG衍生的城市地区与人口数据进行比较,以探索与人口增长的联系。

著录项

  • 来源
    《International journal of remote sensing》 |2017年第21期|6073-6093|共21页
  • 作者单位

    Nanyang Technol Univ, Interdisciplinary Grad Sch, Singapore, Singapore|Nanyang Technol Univ, Inst Catastrophe Risk Management, N1-B1b-08,50 Nanyang Ave, Singapore 639798, Singapore|Singapore ETH Ctr, Future Resilient Syst, Singapore, Singapore;

    Nanyang Technol Univ, Inst Catastrophe Risk Management, N1-B1b-08,50 Nanyang Ave, Singapore 639798, Singapore|Singapore ETH Ctr, Future Resilient Syst, Singapore, Singapore;

    Nanyang Technol Univ, Inst Catastrophe Risk Management, N1-B1b-08,50 Nanyang Ave, Singapore 639798, Singapore|Singapore ETH Ctr, Future Resilient Syst, Singapore, Singapore;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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