湄南河流域和曼谷都市区的开放数据洪水制图。

Richard T. Cooper
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引用次数: 15

摘要

目的:研究开放数据在曼谷都市区和湄南河流域洪水制图中的应用。该地区特别容易受到洪水的影响,经历了多次重大洪水事件,包括2011年一些范围最广、持续时间最长的洪水。研究设计:创新方法,利用开放空间数据和开源地理软件生成曼谷大都会区和湄南河流域的洪水范围/危害地图。关键的地理空间数据来自泰国地理信息和空间技术发展局和美国宇航局的航天飞机雷达地形任务。方法:由于进行详细水文-水力分析的资源有限,研究了两种可供选择的方法来绘制流域和城市的洪水范围/危害图。第一种方法是利用公开的历史洪水数据来制作最新的综合洪水范围/危害图。第二种方法使用后一种输出作为参考来源,检查了用于划定洪水易发地区的修改地形指数的效用,并将其集成到开源GRASS GIS应用程序的r.r hazard.flood模块中。结果:多年历史数据的汇编使流域和城市的洪水范围/灾害地图的生成相对精细(~100m空间分辨率)。利用修正后的地形指数划定洪水暴露单元的最佳tau阈值与次流域平均坡度呈线性相关。湄南河盆地最北端的4个子盆地平均坡度较高,总误差最小,为17.5% ~ 35.9%。结论:以多年空间洪水层形式的开放数据有效地结合了Chao Phraya河流域和曼谷都市圈的相对精细的洪水范围/危害图,改进的地形指数有望作为识别洪水暴露区域的替代手段。
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Open data flood mapping of Chao Phraya River basin and Bangkok Metropolitan Region.
Aims: To examine the utility of open data for flood mapping of the Bangkok Metropolitan Region and Chao Phraya River basin. The region is particularly vulnerable to flooding, having experienced recurrent major flooding events, including the some of the most extensive and prolonged in 2011. Study Design: Novel methodologies were innovated utilising open spatial data and open source geographical software to generate flood extent/hazard maps of the Bangkok Metropolitan Region and Chao Phraya River basin. Key geospatial data were sourced from the Thai Geo-Informatics and Space Technology Development Agency and NASA’s Shuttle Radar Topography Mission. Methodology: Given limited resources for conducting detailed hydrological-hydraulic analyses, two alternative approaches were examined for flood extent/hazard mapping of the basin and city. The first method made use of publicly available historical flood data to produce an up-to-date composite flood extent/hazard map. The second approach, using the latter output as a reference source, examined the utility of a modified topographic index for delineating flood-prone areas, as integrated into the r.hazard.flood module of the open source GRASS GIS application. Results: Compilation of multi-year historical data enabled generation of a relatively finescale (~100m spatial resolution) flood extent/hazard map for the basin and city. The optimal tau threshold for delineating flood exposed cells from the modified topographic index was linearly related to the sub-basin mean slope. The four most northerly subbasins of the Chao Phraya basin, those with higher mean slopes, gave lowest total errors, ranging from 17.5 to 35.9 percent. Conclusions: Open data in the form of multi-year spatial flood layers were effectively Original Research Article British Journal of Environment & Climate Change, 4(2): 186-216, 2014 187 combined to generate a relatively fine-scale flood extent/hazard map for the Chao Phraya River basin and Bangkok Metropolitan Region, and the modified topographic index showed promise as an alternative means for identifying flood exposed areas.
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