首页> 外文期刊>International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences >EXTENT MAPPING OF A MAJOR FLOODING EVENT ON THE ISLAND OF TRINIDAD USING SPACE-BORNE SYNTHETIC APERTURE RADAR
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EXTENT MAPPING OF A MAJOR FLOODING EVENT ON THE ISLAND OF TRINIDAD USING SPACE-BORNE SYNTHETIC APERTURE RADAR

机译:使用空间型合成孔径雷达在特立尼达岛上的主要洪水事件的范围

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Flooding events around the world have been increasing both in their occurrence and their intensities within recent decades. Studies have shown that this is most likely linked to climate change effects and anthropogenic activities that lead to pollution. Irrespective of the cause, floods incur massive economic and human losses. Synoptic data on flooding events help to support the planning and management efforts during this disaster event. Remotely sensed data, particularly from satellites is useful for mapping and monitoring large scale flooding events. More specifically, synthetic aperture radar (SAR) allows for data acquisition despite the interference of clouds and other atmospheric elements such as fog, light rain and mist. This study utilized SAR data from the Sentinel–1 satellite to map a major flooding event on the island of Trinidad which occurred during October 18–21, 2018. The peak of the flooding was estimated to have occurred on October 20, 2018. The SAR images were first calibrated then geometrically corrected and filtered. A threshold method was then applied to extract the inundated areas. A proprietary algorithm implemented by Geospatial Enabling Technologies (GET) and based on SNAP software, was used for processing Sentinel-1 imagery to separate the open water and non-water (land) areas from the images. Outputs were then integrated into ArcGIS 10.6 mapping software and the extents of the flooded areas were delineated based on the available data. By applying this method to a Sentinel–1 image captured on October 19, 2018 it was revealed that the total flooded area on that date was 9.94 square kilometres. This study provides a brief illustration of the value of SAR data for flood delineation and mapping but also highlights some of the limitations that can be involved when using such technology.
机译:世界各地的洪水事件近几十年来越来越多地增加。研究表明,这最可能与气候变化效应和导致污染的人为活动有关。无论原因如何,洪水都会产生巨大的经济和人类损失。关于洪水事件的概要数据有助于支持在此灾难事件期间的规划和管理努力。遥感数据,特别是来自卫星的数据对于映射和监测大规模洪水事件是有用的。更具体地,尽管云和其他大气元素如雾,小雨和雾,但是虽然干涉云,小雨和雾,但是合成孔径雷达(SAR)允许数据采集。本研究利用来自哨兵-1卫星的SAR数据来映射在2018年10月18日至21日的特立尼达岛上的主要洪水活动。洪水的峰值估计是在2018年10月20日发生的。SAR首先校准图像然后进行几何校正和过滤。然后施加阈值方法以提取淹没区域。由地理空间启用技术(GET)和基于SNAP软件实现的专有算法用于处理Sentinel-1图像以将开放水和非水(土地)区域分离图像。然后将输出集成到ArcGIS 10.6映射软件中,并且基于可用数据划定泛洪区域的范围。通过将这种方法应用于2018年10月19日捕获的Sentinel-1图像,据透露,该日期的总洪水区为9.94平方公里。本研究提供了SAR数据对于洪水描绘和映射的SAR数据值的简要说明,但也强调了使用此类技术时可以涉及的一些限制。

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