Simulation and prediction of land use and land cover change using GIS, remote sensing and CA-Markov model.

IF 3.1 Q2 ENVIRONMENTAL SCIENCES
H. Khawaldah, Ibrahim Farhan, N. Alzboun
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引用次数: 30

Abstract

This study analyzes the characteristics of land use/land cover change in Jordan’s Irbid governorate, 1984–2018, and predicts future land use/land cover for 2030 and 2050 using a cellular automata-Markov model. The results inform planners and decision makers of past and current spatial dynamics of land use/land cover change and predicted urban expansion, for a better understanding and successful planning. Satellite images of Landsat 5-thematic mapper and Landsat 8 operational land imager for the years 1984, 1994, 2004, 2015 and 2018 were used to explore the characteristics of land use/land cover for this study. The results indicate that the built-up area expanded by 386.9% during the study period and predict further expansion by 19.5% and 64.6% from 2015 to 2030 and 2050 respectively. The areas around the central and eastern parts of the governorate are predicted to have significant expansion of the built-up area by these dates, which should be taken into consideration in future plans. Land use/land cover change and urban expansion in Irbid are primarily caused by the high rate of population growth rate as a direct result of receiving large numbers of immigrants from Syria and Palestine in addition to the natural increase of population and other socio-economic changes.
利用GIS、遥感和CA马尔可夫模型模拟和预测土地利用和土地覆盖变化。
本研究分析了约旦伊尔比德省1984年至2018年的土地利用/土地覆盖变化特征,并使用细胞自动机马尔可夫模型预测了2030年和2050年的未来土地利用/陆地覆盖。研究结果为规划者和决策者提供了土地利用/土地覆盖变化的过去和当前空间动态以及预测的城市扩张,以更好地理解和成功规划。本研究使用1984年、1994年、2004年、2015年和2018年陆地卫星5号专题测绘仪和陆地卫星8号操作陆地成像仪的卫星图像来探索土地利用/土地覆盖的特征。结果表明,在研究期间,建成区面积扩大了386.9%,并预测2015年至2030年和2050年将分别扩大19.5%和64.6%。预计到这些日期,该省中部和东部周围地区的建成区将大幅扩大,这一点应在未来的计划中予以考虑。Irbid的土地利用/土地覆盖变化和城市扩张主要是由于人口增长率高,这是接收大量来自叙利亚和巴勒斯坦的移民的直接结果,此外还有人口的自然增长和其他社会经济变化。
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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来源期刊
CiteScore
7.90
自引率
2.90%
发文量
11
审稿时长
8 weeks
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