接近实时的变化检测工具用于光度测量洪水准备
Michael Kögel1, Dirk Carstensen2
1Technische Hochschule Nürnberg Georg Simon Ohm, Institute of Hydraulic Engineering and Water Resources Management, Nuremberg, Germany. michael.koegel@th-nuernberg.de.
Environmental monitoring and assessment
|January 3, 2025
概括
一个新的变化检测工具 (CDT) 使用空中图像来识别洪水危险,如碎片. 这使得洪水风险评估速度更快,并采取有针对性的安全措施.
科学领域:
- 环境科学 环境科学
- 地理空间分析是什么
- 水文学的水文学
背景情况:
- 洪水动员的可移动物体带来了重大风险,包括基础设施损坏和人类危险.
- 有效地识别洪水危险对于及时实施安全预防措施至关重要.
研究的目的:
- 开发和测试一种变化检测工具 (CDT),用于近乎实时的空中图像分析,以识别与洪水有关的危险.
- 评估使用来自空中调查的点云数据来快速识别危险的可行性.
主要方法:
- 开发了一个变化检测工具 (CDT) 来分析来自临时分离的空中调查的点云数据.
- 利用多尺度模型到云 (M3C2) 进行距离比较以识别变化.
- 分段和分类检测到的变化.
- 将CDT结果与二维水力动力学数值计算 (HQ100) 进行比较.
主要成果:
- 在洪水危险区,CDT成功地识别和定位了建筑材料,一个装有碎片的钢容器和一辆机动车.
- 将检测到的变化与数值模拟结果叠加,提供了快速的潜在危险评估.
- CDT可用于配备RGB摄像头的各种飞行器.
结论:
- 开发的CDT可以从空中图像中快速和有针对性地识别潜在的洪水危险.
- 该工具通过将检测到的变化与水力动力学建模相结合,便于快速评估潜在的危险.
- 这种方法支持积极的洪水风险管理和实施有效的安全措施.
关键词:
2d-hn 2d-hn 是一个变更检测检测改变的检测.发生洪水事件的洪水事件.M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2M3C2C2M3C2M3C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2C2几乎是实时的.这是一种摄影计量技术 (photogrammetry).更多相关视频
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