基于DMSP-OLS和NPP-VIIRS夜间灯光数据的西非城市景观特征时空演变

IF 3.4 2区 地球科学 Q2 ENVIRONMENTAL SCIENCES Chinese Geographical Science Pub Date : 2022-01-01 Epub Date: 2022-11-14 DOI:10.1007/s11769-022-1313-1
Douglas Sono, Ye Wei, Zuoqi Chen, Ying Jin
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引用次数: 4

摘要

调查城市扩张模式有助于管理城市化和改善与经济转型和可持续发展有关的社会经济和环境问题。利用统一国防气象卫星计划-业务线扫描系统(DMSP-OLS)和Suomi国家极轨伙伴关系-可见光红外成像辐射计套件(NPP-VIIRS)夜间灯光(NTL)数据,对西非城市景观特征进行了研究。利用统一NTL数据,采用空间比较法和经验阈值法检测1993 - 2018年城市变化。我们检查了城市变化的速度,并使用城市地区的重心法计算了西非城市扩张的方向。此外,我们使用景观扩展指数方法来评估西非城市增长的过程和阶段。利用Google Earth影像验证,DMSP-OLS在2000年、2006年和2012年的城市面积提取精度分别为R 2 = 0.8314、R 2 = 0.8809和R 2 = 0.9051,模拟NPP-VIIRS在2018年的城市面积提取精度分别为R 2 = 0.8426。结果表明:1998-2003年、2003-2008年、2008-2013年和2013-2018年,西非地区城市景观具有较高的速度和加速度,其速率分别为0.016 0、0.017 3、0.018 9和0.068 6,加速度分别为0.31、0.42、0.54和0.90。1993-2018年西非城市群的扩张方向以沿海向内陆为主。然而,位于非洲萨赫勒地区和中部地区的城市从北向南扩展。最后,研究结果表明,西非城市景观主要处于分散无序的“扩散”过程,而根据城市生长阶段理论,只有少数位于沿海地区的城市经历了“集聚”过程。本研究为城市规划者提供了西非城市扩张特征的相关见解。
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Spatiotemporal Evolution of West Africa's Urban Landscape Characteristics Applying Harmonized DMSP-OLS and NPP-VIIRS Nighttime Light (NTL) Data.

Investigating urban expansion patterns aids in the management of urbanization and in ameliorating the socioeconomic and environmental issues associated with economic transformation and sustainable development. Applying Harmonized Defense Meteorological Satellite Program-Operational Line-scan System (DMSP-OLS) and the Suomi National Polar-Orbiting Partnership-Visible Infrared Imagery Radiometer Suite (NPP-VIIRS) Nighttime Light (NTL) data, this paper investigated the characteristics of urban landscape in West Africa. Using the harmonized NTL data, spatial comparison and empirical threshold methods were employed to detect urban changes from 1993 to 2018. We examined the rate of urban change and calculated the direction of the urban expansion of West Africa using the center-of-gravity method for urban areas. In addition, we used the landscape expansion index method to assess the processes and stages of urban growth in West Africa. The accuracy of urban area extraction based on NTL data were R 2 = 0.8314 in 2000, R 2 = 0.8809 in 2006, R 2 = 0.9051 in 2012 for the DMSP-OLS and the simulated NPP-VIIRS was R 2 = 0.8426 in 2018, by using Google Earth images as validation. The results indicated that there was a high rate and acceleration of urban landscapes in West Africa, with rates of 0.016 0, 0.017 3, 0.018 9, and 0.068 6, and accelerations of 0.31, 0.42, 0.54, and 0.90 for the periods of 1998-2003, 2003-2008, 2008-2013, and 2013-2018, respectively. The expansion direction of urban agglomeration in West Africa during 1993-2018 was mainly from the coast to inland. However, cities located in the Sahel Region of Africa and in the middle zone expanded from north to south. Finally, the results showed that the urban landscape of West Africa was mainly in a scattered and disordered 'diffusion' process, whereas only a few cities located in coastal areas experiencing the process of 'coalescence' according to urban growth phase theory. This study provides urban planners with relevant insights for the urban expansion characteristics of West Africa.

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来源期刊
Chinese Geographical Science
Chinese Geographical Science 环境科学-环境科学
CiteScore
6.10
自引率
5.90%
发文量
63
审稿时长
3.0 months
期刊介绍: Chinese Geographical Science is an international journal, sponsored by Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, and published by Science Press, Beijing, China. Chinese Geographical Science is devoted to leading scientific and technological innovation in geography, serving development in China, and promoting international scientific exchange. The journal mainly covers physical geography and its sub-disciplines, human geography and its sub-disciplines, cartography, remote sensing, and geographic information systems. It pays close attention to the major issues the world is concerned with, such as the man-land relationship, population, resources, environment, globalization and regional development.
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