Analysis of urban growth and sprawl from remote sensing data: Case of Fez, Morocco

Abdelkader El Garouani , David J. Mulla , Said El Garouani , Joseph Knight
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引用次数: 117

Abstract

Fez is the most ancient of the imperial cities of Morocco. In Fez the rate of population growth has been spectacular in recent times (484,300 inhabitants in 1982 and 1,129,768 in 2014). The accelerated rate of population growth has generated a large urban sprawl in all its forms and serious environmental problems. In this research, we have analyzed the relationship between urbanization and land use changes and their impact on cityscape in Fez and the importance of the increase in impervious surface areas. Satellite imageries and census data have been used to identify different patterns of land use change and growth of the city for the period 1984–2013. Classification and analysis of the satellite imageries were performed using Erdas imagine and ArcGIS Software. Urban sprawl in Fez was assessed over 29 years (1984–2013). The overall accuracy of land cover change maps, generated from post-classification change detection methods and evaluated using several approaches, ranged from 78% to 87%. The maps showed that between 1984 and 2013 the amount of urban or developed land increased by about 121%, while rural cover by agriculture and forest decreased respectively by 11% and 3%.

基于遥感数据的城市增长和扩张分析:以摩洛哥非斯为例
非斯是摩洛哥最古老的皇城。近年来,非斯的人口增长率惊人(1982年为484,300人,2014年为1,129,768人)。人口增长的加速造成了各种形式的大规模城市扩张和严重的环境问题。在本研究中,我们分析了非斯城市化与土地利用变化的关系及其对城市景观的影响,以及不透水地表面积增加的重要性。利用卫星图像和人口普查数据确定了1984-2013年期间城市土地利用变化和增长的不同模式。利用Erdas imagine和ArcGIS软件对卫星影像进行分类分析。对非斯的城市扩张进行了29年(1984-2013)的评估。利用分类后变化检测方法生成的土地覆盖变化图的总体精度在78%到87%之间。这些地图显示,1984年至2013年间,城市或已开发土地的数量增加了约121%,而农业和森林覆盖的农村面积分别减少了11%和3%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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