MassWateR:改善水质数据的质量控制,分析和共享
Marcus W Beck1, Benjamen Wetherill2, Jillian Carr3
1Tampa Bay Estuary Program, St. Petersburg, Florida, United States of America.
PloS one
|November 1, 2023
概括
MassWateR R包提供了用于质量控制,分析和共享地表水数据的工具. 这提高了水资源管理的数据质量和可访问性.
科学领域:
- 环境科学 环境科学
- 数据科学数据科学数据科学
- 水资源管理 水资源管理
背景情况:
- 有效的水资源管理依赖于高质量,可访问的监测数据.
- 系统的质量控制和分析工具对于可靠的水质数据集至关重要.
- 现有的工具可能无法充分满足各种监测计划的需求.
研究的目的:
- 引入MassWateR R包,用于地表水质量数据管理.
- 为质量控制,异常分析和趋势评估提供工具.
- 为了促进与EPA水质交换等国家数据库的数据共享.
主要方法:
- 使用R编程语言开发MassWateR R软件包.
- 实现数据质量控制和分析的自动化工作流程.
- 整合各种时间和空间尺度的趋势分析功能.
- 为向美国环境保护局 (EPA) 提交数据的准备特征.水质交换.
主要成果:
- MassWateR包使用户能够生成质量控制报告并执行异常值检测.
- 用户可以根据季节,日期和地点分析40多个水质参数的趋势.
- 该方案简化了数据准备,以便上传到EPA水质交换平台.
- 为地表水质量数据提供了一个自动化和可重复的工作流.
结论:
- MassWateR R包提高了公开可用的水质数据的质量和数量.
- 它的应用可以改善水资源的管理和恢复.
- 该方案的原则和成果可适应全球监测计划.
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