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基于多时相卫星图像的城市发展变化检测——一种快速跟踪方法——以伊朗西南部阿瓦士县为例

Urban development change detection based on Multi-Temporal Satellite Images as a fast tracking approach--a case study of Ahwaz County, southwestern Iran.

作者信息

Malmir Maryam, Zarkesh Mir Masoud Kheirkhah, Monavari Seyed Masoud, Jozi Seyed Ali, Sharifi Esmail

机构信息

Department of Environment and Energy, Science and Research Branch, Islamic Azad University, Tehran, Iran,

出版信息

Environ Monit Assess. 2015 Mar;187(3):108. doi: 10.1007/s10661-015-4295-y. Epub 2015 Feb 12.

Abstract

Rapid land-use/land-cover changes in suburbs of metropolitan cities of Iran have recently caused serious environmental damages. Detection of these changes can be a very important step in urban planning and optimal use of natural resources. Accordingly, the present study was carried out to track land-use/land-cover (LULC) changes of Ahwaz County in southwestern Iran using remote sensing techniques over a period of 26 years, from 1987 to 2013. For this, ISODATA algorithm and Maximum Likelihood were initially used for unsupervised and supervised classifications of the satellite images. The accuracy of the LULC maps was checked by the Kappa Coefficient and the Overall Accuracy methods. As the final step, the LULC changes were detected using the cross-tabulation technique. The obtained results indicated that urban and agricultural areas have been increased about 57.5 and 84.5 %, respectively, from 1987 to 2013. Further, the area of poorly vegetated regions, in the same period, has been decreased to approximately 36 %. The largest land conversion area belongs to the poorly vegetated regions, which have been declined to about 10,371 and 1,334 ha during 1987-2007 and 2007-2013, respectively. Approximately 1,670 and 382 ha of the agricultural lands have also been changed to built-up areas by about 1,670 and 382 ha during the same periods. As a result, it was found that the northwest, southwest, and south of the county were highly subjected to urban development. This would be of great importance for urban planning decision-making faced by the planners of the city in the present and future.

摘要

伊朗大城市郊区土地利用/土地覆盖的快速变化最近已造成严重的环境破坏。检测这些变化可能是城市规划和自然资源优化利用中非常重要的一步。因此,本研究利用遥感技术对伊朗西南部阿瓦士县1987年至2013年这26年间的土地利用/土地覆盖(LULC)变化进行了跟踪。为此,最初使用ISODATA算法和最大似然法对卫星图像进行无监督和监督分类。通过卡帕系数和总体精度方法检查LULC地图的准确性。作为最后一步,使用交叉制表技术检测LULC变化。所得结果表明,从1987年到2013年,城市和农业面积分别增加了约57.5%和84.5%。此外,同期植被较差地区的面积减少到了约36%。最大的土地转换面积属于植被较差地区,在1987 - 2007年和2007 - 2013年期间分别减少到约10371公顷和1334公顷。同期也分别有约1670公顷和382公顷的农业用地转变为建成区。结果发现,该县的西北部、西南部和南部受城市发展影响很大。这对该市规划者当前和未来面临的城市规划决策具有重要意义。

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