一种基于R的综合方法,用于从娱乐级声纳传感器数据中生成河流浴度和横截面
M Redana1, E Carrero-Carralero2
1Department of Zoology, University of Cambridge, Cambridge, UK.
MethodsX
|August 6, 2024
概括
这项研究引入了一种低成本的方法,用于收集和处理娱乐性声纳数据,以绘制水体浴度图. 基于R的方法提供了准确的深度测量和高效的河流横截面指标.
科学领域:
- 环境科学环境科学
- 水文学的水文学
- 地理学就是地质学.
背景情况:
- 精确的浴量测量对于水资源管理至关重要.
- 使用专业声纳设备进行传统的浴度测量是昂贵的.
- 对于可访问的水深数据收集,需要低成本的替代方案.
研究的目的:
- 为收集和处理娱乐级声纳数据提供标准化的方法.
- 开发一个基于R的后处理管道,用于浴度数据.
- 为了实现准确和低成本的水度测绘和河流横截面分析.
主要方法:
- 使用休级声纳设备来获取水深数据.
- 实施标准化的数据收集和处理工作流程.
- 开发和应用基于R的功能,用于数据分析和可视化.
主要成果:
- 一种强大而一致的方法来处理娱乐性声纳水深测量.
- 使用R函数生成复杂水体的浴度图.
- 提取河流和运河横截面的关键指标.
结论:
- 提出的方法提供了一个高精度,低成本的解决方案,用于浴度重建.
- 基于R的函数简化了数据处理,使 bathymetry 可用于各种应用.
- 这种方法通过改善数据可用性来支持可持续的水资源管理.
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