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COMPREHENSIVE EVALUATION OF URBAN SPRAWL ON ECOLOGICAL ENVIRONMENT USING MULTI-SOURCE DATA: A CASE STUDY OF BEIJING

机译:使用多源数据综合评价生态环境对生态环境的综合评价 - 以北京市为例

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With urban population growing and urban sprawling, urban ecological environment problems appear. Study on spatiotemporal characteristics of urban sprawl and its impact on ecological environment is useful for ecological civilization construction. Although a lot of work has been conducted on urban sprawl and its impact on ecological environment, resolution of images to extract urban boundary was relatively coarse and most studies only focused on certain indicators of ecological environment, rather than comprehensive evaluation of urban ecological environmental impact. In this study, high-resolution remote sensing images of Beijing from aerial photography in 2002 and 2013 respectively are employed to extract urban boundary with manual interpretation. Fractional Vegetation Coverage (FVC), Water Density (WD), Impervious Surfaces Coverage (ISC), Net Primary Production (NPP), and Land Surface Temperature (LST) are adopted to represent ecological environment. The ecological environment indicators are measured with some general algorithms by combining Landsat images, GIS data and metrological data of 243 day, 2001 and 244 day, 2013. In order to evaluate the impact of urban sprawl on ecological environment, pseudo changes due to metrological variation and other noise in this time period are removed after images calibration. The impact of urban sprawl on ecological environment is evaluated at different scales of urban extent, Beijing ring road and watershed. Results show that Beijing had been undergoing a rapid urbanization from 2002 to 2013, with urban area increase from 600 square kilometres to 987 square kilometres. All ecological environment indicators except LST became terrible in urban sprawl region, with carbon reduction of approximate 40508 tons. The Beiyun River watershed of Beijing degraded seriously since ISC increased to 0.59. Gratifyingly, ecological environment indicators including NDVI, NPP, and LST inside of 4th Ring Road became well.
机译:随着城市人口的增长和城市蔓延,出现城市生态环境问题。城市蔓延的时空特征研究及其对生态环境的影响对于生态文明建设有用。虽然在城市蔓延和对生态环境的影响下进行了大量工作,但分辨出城市边界的图像相对粗糙,大多数研究只关注某些生态环境指标,而不是全面评估城市生态环境影响。在这项研究中,从2002年和2013年的航空摄影从航空摄影的高分辨率遥感图像分别用于提取城市边界与手动解释。采用分数植被覆盖(FVC),水密度(WD),不透水表面覆盖(ISC),净初级生产(NPP)和陆地温度(LST)代表生态环境。通过将Landsat图像,GIS数据和243天,2001年和244天的计量数据组合,通过一些通用算法来测量生态环境指标。为了评估城市蔓延对生态环境的影响,由于计量变化,伪变化在图像校准后,此时间段中的其他噪声被移除。城市范围的不同规模,北京环路和流域评价城市蔓延对生态环境的影响。结果表明,北京从2002年到2013年进行了快速的城市化,城区从600平方公里增加到987平方公里。除了LST之外的所有生态环境指标都在城市蔓延地区变得可怕,碳减少了40508吨。由于ISC增加到0.59,北京的北云河流域严重降低了。可怕地,包括NDVI,NP​​P和第4环路内的LST在内的生态环境指标变得良好。

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