确保可靠的洞穴温度数据用于气候变化研究
Alice Cimenti1,2, Lorenzo Cresi3, Marco Isaia2,4
1Dipartimento di Scienze della Terra, Università degli Studi di Torino, Torino, Italy.
Scientific reports
|January 16, 2026
概括
一个新的质量控制协议,洞穴空气温度质量控制 (CAT-QC),确保可靠的洞穴温度数据. 这种方法解决了地下气候监测的挑战,以改善研究和保护.
科学领域:
- 洞穴学是一门洞穴学.
- 环境科学 环境科学
- 气候科学 气候科学
背景情况:
- 洞穴提供了独特的洞察力,了解由于稳定的微气候而导致的气候变化影响.
- 高湿度和洞穴中的稳定条件使精确的空气温度监测变得复杂.
- 可靠的数据收集需要专门的设备和严格的协议.
研究的目的:
- 开发和验证洞穴空气温度数据的标准化质量控制程序.
- 提高来自地下环境的气候数据的可靠性和可比性.
- 为了支持气候变化研究和洞穴中的保护工作.
主要方法:
- 开发了洞穴空气温度质量控制 (CAT-QC) 协议.
- 实施了四个步骤的过程:数据完整性,不可思议的价值识别,统计异常值检测和手动审查.
- 在意大利西北部19个洞穴的iButton温度数据上测试了该协议.
主要成果:
- CAT-QC协议成功地发现了数据缺口,物理上不可能的读数和突然的温度变化.
- 检测到的问题往往源于人类干扰或传感器故障.
- 该协议在标记不可靠数据以进行进一步调查方面表现出有效性.
结论:
- CAT-QC提供了一个强大的框架,以确保洞穴气候数据的质量和可比性.
- 该协议可以适应各种地下环境和数据特征.
- 改进的数据质量支持更准确的气候变化研究和洞穴保护战略.
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