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Land use change analysis and prediction in Wuhan,China based on remote sensing

机译:基于遥感的武汉土地利用变化分析与预测

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Land use/cover change has brought about unprecedented negative impacts and consequences.Many Chinese cities like Wuhan is undergoing great changes in land use with accelerated urbanization and industrialization.Wuhan,in the middle reaches of Yangtze River,is the largest city in central China and has experienced rapid growth in recent years.This paper used remote sensing to analyze land use change process from 1987 to 2005 and to project land use change scenarios for the next 15 years in Wuhan.Three Landsat Thematic Mapper (TM) images taken in 1987,1994 and 2005 were employed to obtain land use change information.Maximum likelihood method was used,and the study area was classified into five major types of land use: agriculture,forest,water,urban or built-up,and barren land.The overall accuracy of each image was higher than 85%.Results showed that the predominant land use types were agriculture,water,and urban or built-up land.The marked change occurred in urban or built-up land,the size of which expanded 0.99% yearly during 1987-2005 period.Agricultural land reduced by 0.27% yearly during the same period and was mainly converted into urban or built-up land.Water area underwent a slightly increase during 1987 and 1994 but then decreased by 0.05% yearly from 1994 to 2005,most of which was converted into agricultural land.Forest reduced during the first period but then increased for the latter period.Future projected land use change scenarios were constructed by using a first-order Markov model.It was predicted that agriculture,forest,and water would decrease by 3185.14ha,213.64ha,and 174.23ha respectively,whereas urban or built-up land would expand 3853.27ha by 2020.Therefore,effective and timely measures should be taken to curb urban expansion to reduce further loss of agricultural land and water resources in the region.
机译:土地利用/封面改变带来了前所未有的负面影响和后果。武汉等中国城市正在与加速城市化和产业化的土地利用发生巨大变化。武汉,在长江中游,是中国中部最大的城市。近年来经历了快速增长。本文采用遥感,从1987年到2005年分析土地利用变化过程,并在武汉未来15年的项目土地利用变更情景。在1987年拍摄的三个山顶专题映射器(TM)图像拍摄1994年和2005年受雇以获得土地利用变更信息。使用的似然方法,研究区分为五种主要类型的土地利用:农业,森林,水,城市或建筑,荒芜的土地。总体而言每张图像的准确性高于85%。结果表明,主要的土地使用类型是农业,水和城市或建筑的土地。城市或建筑地区的标志发生变化,大小其中,在1987年至2005年期间,每年扩大0.99%。农业土地同期降低0.27%,主要转化为城市或建筑地区。水域地区在1987年和1994年期间略有增加,但随后减少0.05从1994年到2005年年度%,其中大部分被转化为农业用地。在第一期减少,但后期增加,后期增加了。通过使用一阶马尔可夫模型构建了预计的土地利用变化方案。预测农业,森林和水分将分别下降2185.14HA,213.64HA和174.23HA,而城市或建筑土地将在2020年扩大3853.27HA。因此,应采取有效和及时的措施来遏制城市扩张以减少城市扩张该地区农业用地及水资源进一步丧失。

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