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Spatiotemporal measurement of urbanization levels based on multiscale units: A case study of the Bohai Rim Region in China

机译:基于多尺度单元的城市化水平时空测量 - 以中国环渤海地区为例

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摘要

Urbanization is a complex process reflecting the growth, formation and development of cities and their systems. Measuring regional urbanization levels within a long time series may ensure healthy and harmonious urban development. Based on DMSP/OLS night-time light data, a human-computer interactive boundary correction method was used to obtain information about built-up urban areas in the Bohai Rim region from 1992 to 2012. Consequently, a method was proposed and applied to measure urbanization levels using four measurement scale units: administrative division, land-sea location, terrain feature, and geomorphological types. Our conclusions are: 1) The extraction results based on DMSP/OLS nighttime light data showed substantial agreement with those obtained using Landsat TM/ETM+ data on spatial patterns. The overall accuracy was 97.70% on average, with an average Kappa of 0.79, indicating that the results extracted from DMSP/OLS nighttime light data were reliable and could well reflect the actual status of built-up urban areas. 2) Bohai Rim's urbanization level has increased significantly, demonstrating a high annual growth rate from 1998 to 2006. Areas with high urbanization levels have relocated evidently from capital to coastal cities. 3) The distribution of built-up urban areas showed a certain degree of zonal variation. The urbanization level was negatively correlated with relief amplitude and altitude. A high level of urbanization was found in low altitude platforms and low altitude plains, with a gradual narrowing of the gap between these two geomorphological types. 4) The measurement method presented in this study is fast, convenient, and incorporates multiple perspectives. It would offer various directions for urban construction and provide reference values for measuring national-level urbanization.
机译:城市化是一个复杂的过程,反映了城市及其系统的增长,形成和发展。长期衡量区域城市化水平可以确保健康,和谐的城市发展。基于DMSP / OLS夜间光数据,人机交互边界校正方法用于获取1992年至2012年环渤海地区市区建成区的信息。因此,提出了一种方法并将其应用于测量城市化水平使用四个度量尺度单位:行政区划,陆海位置,地形特征和地貌类型。我们的结论是:1)基于DMSP / OLS夜间光数据的提取结果与使用Landsat TM / ETM +数据获得的空间格局基本吻合。总体准确度平均为97.70%,平均Kappa为0.79,这表明从DMSP / OLS夜间光数据中提取的结果是可靠的,并且可以很好地反映城市建成区的实际状况。 2)环渤海地区的城市化水平显着提高,表明从1998年到2006年的年增长率很高。城市化水平高的地区显然已经从首都转移到了沿海城市。 3)城镇建成区分布呈现一定程度的区域变化。城市化水平与起伏幅度和海拔高度呈负相关。在低海拔平台和低海拔平原上发现了高度的城市化,并且这两种地貌类型之间的差距逐渐缩小。 4)本研究中提出的测量方法快速,便捷,并且具有多种视角。它将为城市建设提供各种指导,并为衡量国家水平的城市化提供参考价值。

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