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Multi-order Landscape Expansion Index: Characterizing urban expansion dynamics

机译:多级景观扩展指数:表征城市扩展动态

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Most of the landscape metrics used in urban expansion studies are capable of reflecting the spatial characteristics for individual time points, but are not efficient to capture the integrated information from time series data. A few spatial metrics, for example, Landscape Expansion Index (LEI), are calculated based on two-time-point data. These metrics are insufficient for the analysis of urban expansion dynamics based on multi-temporal data. In this study, we propose an improved spatial metric, Multi-order Landscape Expansion Index (MLEI), to measure the expansion degree of newly grown urban patches by considering their relationships with old patches and their spatial context in the process of urban expansion. A case study is conducted in Wuhan, a fast-growing metropolis in central China, based on remote sensing images from three time points (2000, 2005 and 2010). The MLEI map in 2010 clearly shows the areas that have experienced expansive growth. The greatest difference between MLEI and LEI occurs where outlying clusters are formed gradually through time. Some spatial analysis methods are applied on the MLEI map in 2010 to delineate outlying urban clusters in urban expansion. The map of urban clusters clearly shows the spatial heterogenicity of urban expansion and the most expansive areas in Wuhan. This study suggests that MLEI is capable to capture multi-temporal information, and can be used to characterize the spatial structure of urban expansion dynamics. (c) 2015 Elsevier B.V. All rights reserved.
机译:在城市扩展研究中使用的大多数景观度量能够反映各个时间点的空间特征,但不能有效地从时间序列数据中获取集成信息。基于两个时间点数据,计算了一些空间度量标准,例如景观扩展指数(LEI)。这些指标不足以根据多时相数据分析城市扩展动态。在这项研究中,我们提出了一种改进的空间度量标准,即多级景观扩展指数(MLEI),以通过考虑新增长的城市斑块与旧斑块之间的关系以及它们在城市扩张过程中的空间背景来衡量其扩张程度。基于三个时间点(2000年,2005年和2010年)的遥感影像,在中国中部一个快速发展的大都市武汉进行了案例研究。 2010年的MLEI地图清楚地显示了增长迅速的地区。 MLEI和LEI之间最大的差异发生在外围集群随时间逐渐形成的地方。 2010年,在MLEI地图上应用了一些空间分析方法来描绘城市扩展中的外围城市群。城市群地图清楚地显示了武汉扩张和武汉最广阔地区的空间异质性。这项研究表明,MLEI能够捕获多时相信息,并且可以用来表征城市扩展动态的空间结构。 (c)2015 Elsevier B.V.保留所有权利。

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