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首页> 外文期刊>International journal of remote sensing >Annual dynamics of impervious surfaces at city level of Pearl River Delta metropolitan
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Annual dynamics of impervious surfaces at city level of Pearl River Delta metropolitan

机译:珠江三角洲城市一级不透水表面的年度动态

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摘要

Human activities have transformed natural land surface to artificial constructions, which causes the urban regions increasingly expanding. Urban development can be reflected by the dynamic changes of impervious surfaces, which can be assessed using time-series satellite data. The Pearl River Delta (PRD) metropolitan has witnessed fast urban development over past decades. Even though many studied have focused on monitoring the urbanization of megacities, there is still a lack of comprehensive understanding about the long-term annual dynamics of urban impervious surfaces at city level in PRD. In this study, MOD09A1 (MODIS Surface Reflectance 8 Day L3 Global 500m) products were chosen to assess the annual dynamics of impervious surface at city level in PRD. Temporal filtering was utilized to improve the accuracy of the impervious surface estimation. Moreover, a new index, normalized difference urban development index (NDUDI) was proposed to investigate relative development of impervious surface in PRD. Additionally, the economy factor, Gross Domestic Product (GDP) was introduced to reveal the correlation with the impervious surfaces. Results demonstrated that the overall accuracy for impervious surface extraction was about 91.00-94.00%. The impervious surfaces area in PRD dramatically increased from 6000km(2) to 115,840km(2) in the past 16years. Guangzhou and Foshan have the fastest developing speed, while Dongguan, Shenzhen and Foshan sacrificed much more lands to the construction of PRD than other cities. Besides, areas of impervious surface per city show very good correlations with GDP in city of Guangzhou, Huizhou, Foshan, Zhongshan, Hong Kong and Zhuhai-Macau. The scatter plot between NDUDI and GDP data display different clustering pattern between different cities.
机译:人类活动已将自然土地表面转变为人工建筑,这导致城市地区日益扩大。不透水表面的动态变化可以反映出城市发展,可以使用时间序列卫星数据进行评估。在过去的几十年中,珠江三角洲的大都市见证了快速的城市发展。尽管许多研究集中于监测特大城市的城市化,但对于珠三角城市层面的城市不透水地表的长期年度动态仍然缺乏全面的了解。在这项研究中,选择了MOD09A1(MODIS表面反射8天L3全球500m)产品来评估珠三角城市一级不透水表面的年度动态。利用时间滤波来提高不透水表面估计的准确性。此外,提出了一种新的指标-归一化城市发展指数(NDUDI),以研究珠三角防渗面的相对发展。此外,引入了经济因素国内生产总值(GDP)来揭示与不透水表面的相关性。结果表明,不透水表面提取的整体精度约为91.00-94.00%。在过去的16年中,珠三角的不渗水面积从6000 km(2)急剧增加到115,840 km(2)。广州和佛山的发展速度最快,而东莞,深圳和佛山在珠三角的建设上比其他城市牺牲了更多的土地。此外,广州,惠州,佛山,中山,香港和珠海澳门的每个城市的不透水面积与GDP的相关性很好。 NDUDI和GDP数据之间的散点图显示了不同城市之间的不同聚类模式。

著录项

  • 来源
    《International journal of remote sensing 》 |2018年第12期| 3537-3555| 共19页
  • 作者

    Xu Ru; Zhang Hongsheng; Lin Hui;

  • 作者单位

    Chinese Univ Hong Kong, IInstitute Space & Earth Informat Sci, Shatin, Hong Kong, Peoples R China;

    Chinese Univ Hong Kong, IInstitute Space & Earth Informat Sci, Shatin, Hong Kong, Peoples R China;

    Chinese Univ Hong Kong, IInstitute Space & Earth Informat Sci, Shatin, Hong Kong, Peoples R China;

  • 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
  • 关键词

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