Relationship between densification and NDVI loss. A study using the Google Earth Engine at local scale

Pub Date : 2022-09-01 DOI:10.2478/environ-2022-0015
Juan Pablo Celemin, María Arias
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Abstract

Abstract Latin American cities are amongst those with the highest rates of urbanization in the world. This process has involved their territorial expansion as well as the densification of some of its neighborhoods, in mainly central areas. This is the case of the city of Santiago del Estero (Argentina) that increased its population by 33% between 1991 and 2010 with the consequent transformations of the local space. In this context, this study analyzes the evolution of vegetated areas and densification of the central area of the city using satellite data. We analyzed two indices: normalized difference vegetation index (NDVI) and Urban Index (UI) time-series data, for the 1992–2011 year period, using the Google Earth Engine for processing Landsat 5 TM images. We found that the NDVI showed a decreasing trend in the timelapse under consideration, while the UI performance registered the opposite trend. The mean NDVI decreased from 0.161 (1992) to 0.103 (2011) while the UI mean increased from 0.003 to 0.036 in the same timelapse. Further, the NDVI has a strong negative correlation with UI (R-squared = -0.862). The results are consistent with the census information that recorded an important demographic and housing growth for the entire city in this period.
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致密化与NDVI损失的关系。在局部尺度上使用谷歌地球引擎的研究
拉丁美洲的城市是世界上城市化率最高的城市之一。这一过程涉及到他们的领土扩张以及一些社区的密集化,主要是在中心地区。这就是圣地亚哥德尔埃斯特罗市(阿根廷)的情况,1991年至2010年间,该市人口增加了33%,随之而来的是当地空间的转变。在此背景下,本研究利用卫星数据分析了城市中心区植被面积的演变和密度。利用谷歌Earth Engine对1992-2011年期间的归一化植被指数(NDVI)和城市指数(UI)时间序列数据进行分析。我们发现NDVI在考虑的时间间隔中呈现下降趋势,而UI性能呈现相反的趋势。NDVI均值从0.161(1992)下降到0.103 (2011),UI均值从0.003上升到0.036。此外,NDVI与UI有很强的负相关(r²= -0.862)。结果与人口普查信息一致,记录了整个城市在这一时期的重要人口和住房增长。
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