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从公开可用的数据源收集的1990-2023年泛北极陆地现场天气数据集
Laura Helene Rasmussen1, Bo Markussen2,3, Susanne Ditlevsen2,3
1Data Science Laboratory, Department of Mathematical Sciences, University of Copenhagen, Copenhagen, 2100, Denmark. lhr@math.ku.dk.
Scientific data
|July 16, 2025
概括
通过新的,综合数据集,访问北极天气数据变得更加容易. 该收藏包括1990-2023年质量检查的现场测量,简化了该地区的气候研究.
科学领域:
- 地球和环境科学 地球和环境科学
- 气候科学 气候科学
- 大气科学 大气科学
背景情况:
- 由于恶劣的环境条件,在北极现场获取天气数据具有挑战性.
- 公共可用的气候数据往往分散在不同的数据库和格式中.
研究的目的:
- 巩固和提高北极天气局部测量的可访问性.
- 为气候研究提供标准化,质量控制的数据集.
主要方法:
- 收集了来自13个来源的36个气候变量的现场测量 (1990-2023).
- 开发了两个数据版本:"原始" (重组,重新格式化) 和"质量检查" (具有五个模块验证).
- 质量检查包括删除错误值,物理可信性评估,异常值检测,单位转换和文物评估.
主要成果:
- 一个包括719个独特的北极地点的综合数据集,其时间和覆盖范围各不相同.
- 无论是原始数据版本还是经过严格质量检查的数据版本的可用性.
- 提供数据导入,规范化和质量控制的开源代码.
结论:
- 新的数据集显著改善了获得可靠的北极气候信息的机会.
- 标准化和质量保证的数据有助于进行更强大的气候变化研究.
- 提供的代码增强了研究人员的可复制性和适应性.
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