使用志愿地理信息 (VGI) 评估雨水洪水模型的实用性
Martin Drews1, Max Steinhausen2, Morten Andreas Dahl Larsen3
1Technical University of Denmark, Kgs. Lyngby DK-2800, Denmark.
The Science of the total environment
|June 19, 2023
概括
志愿者地理信息 (VGI) 可以帮助评估雨水洪水模型,尽管存在可靠性问题. 这项研究表明VGI是VGI.
科学领域:
- 环境科学 环境科学
- 城市水文学 城市水文学
- 地理信息系统 (GIS) 是指地理信息系统.
背景情况:
- 城市暴雨洪水是一个日益严重的威胁,气候变化加剧了这种威胁.
- 准确的雨水洪水模型对于适应和减少灾害风险至关重要.
- 由于数据稀缺,对这些模型的实证测试具有挑战性.
研究的目的:
- 探索志愿地理信息 (VGI) 的实用性,用于评估雨水洪水模型.
- 为了获得改善高分辨率雨水洪水模型的见解.
- 评估VGI在监测洪水事件中的可靠性.
主要方法:
- 从在线媒体收集了布达佩斯 (2015,2017,2020) 三次暴雨洪水事件的摄影证据.
- 从图像背景中估计了水深,并将其与2D雨水洪水模型进行了比较.
- 开发了一种方法来比较VGI与不同空间分辨率的模型数据.
主要成果:
- VGI为评估雨水洪水模型性能提供了有价值的数据.
- 该研究确定了使用VGI.GI的未开发潜力和根本挑战.
- 模型结果显示性能与其他最先进的洪水模型相比.
结论:
- VGI可以成为验证和改进雨水洪水模型的关键工具.
- 整合VGI增强了对基于模型的气候适应风险评估的信心.
- 需要进一步的研究来克服VGI数据质量和处理方面的挑战.
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