Urban, and Regional Planning Department, Faculty of Arts and Architecture, Tarbiat Modares University, Tehran, Iran.
Department of Urban Planning, Urmia University, Urmia, Iran.
Sci Total Environ. 2019 Mar 10;655:707-719. doi: 10.1016/j.scitotenv.2018.11.267. Epub 2018 Nov 19.
This paper analyzes land use change, urbanization and their impact on the change in landscape pattern in Tabriz metropolitan area (TMA) during the time period from 1996 to 2016 in order to provide support sustainable regional planning. For this purpose, land use data obtained from satellite images including Landsat Thematic Mapper (TM), Enhanced Thematic Mapper (ETM), and Operational Land Imager (OLI) sensors for 1996, 2006, and 2016 with 30 × 30 m spatial resolution. This paper first seeks to analyze the changes in land use and urbanization, followed by changes in landscape patterns by using spatial metrics and Landscape Expansion Index (LEI). Then, using two methods of Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR), magnitude and direction of the relationship between land use changes, urbanization, and change in landscape patterns are analyzed. The findings show that most ecological lands such as grasslands have been converted into bare and urban lands over the past two decades. Therefore, in the whole landscape, the expansion of urbanization has led to the prevailing pattern, resulting in increased fragmentation and reduced aggregation. The results also show that changes in landscape patterns have a strong relationship with changes in various land uses. In addition, GWR analysis was used to analyze the impact of urbanization on changes in landscape patterns, indicating that urbanization expansion has different effects with changes in spatial positions, so that in areas adjacent to the built-up lands and the central regions of TMA, with increasing urbanization, we see increasing aggregation in the landscape, but as we move away from the built-up areas, are faced with an increase in fragmentation and heterogeneity, especially in the northeastern, south and southwest areas of TMR.
本文分析了 1996 年至 2016 年期间,大不里士大都市区(TMA)土地利用变化、城市化及其对景观格局变化的影响,以期为可持续区域规划提供支持。为此,本研究利用 Landsat 专题制图仪(TM)、增强型专题制图仪(ETM)和操作陆地成像仪(OLI)传感器获取的土地利用数据,这些数据的空间分辨率为 30×30m,时间范围为 1996 年、2006 年和 2016 年。本文首先分析土地利用和城市化变化,然后利用空间指标和景观扩展指数(LEI)分析景观格局变化。然后,使用普通最小二乘法(OLS)和地理加权回归(GWR)两种方法,分析土地利用变化、城市化与景观格局变化之间的关系的大小和方向。研究结果表明,在过去的二十年中,大部分生态用地(如草地)已转变为裸地和城市用地。因此,在整个景观中,城市化的扩张导致了主导模式的形成,导致了碎片化的增加和聚集度的降低。研究结果还表明,景观格局的变化与各种土地利用的变化密切相关。此外,GWR 分析用于分析城市化对景观格局变化的影响,表明城市化扩张具有不同的空间位置效应,因此在 TMA 建成区和中心区附近,随着城市化的扩张,景观的聚集度增加,但随着我们远离建成区,面临着碎片化和异质性的增加,特别是在 TMR 的东北部、南部和西南部地区。