一个统一的数据集,用于预处理的气候指标,按格式经济活动加权
Marco Gortan1, Lorenzo Testa2,3, Giorgio Fagiolo4
1School of Finance, University of St. Gallen, St. Gallen, Switzerland.
Scientific data
|May 24, 2024
概括
本研究提供了各国和地区的全球汇总气候数据,按经济活动指标加权. 这一新数据集通过提供量身定制的气候洞察力来支持环境和经济研究.
科学领域:
- 环境科学 环境科学
- 气候科学 气候科学
- 经济研究 经济研究
背景情况:
- 有高分辨率的格式气候数据可用,但往往缺乏国家/地区的特异性.
- 环境和经济研究越来越需要与经济活动指标相关的气候数据.
研究的目的:
- 开发一个全球全面的国家和地区特定气候指标数据集.
- 通过经济活动的代理来权衡气候数据,以提高研究实用性.
主要方法:
- 在GADM0 (国家) 和GADM1 (区域) 决议中处理了各种气候数据源,以实现全球覆盖.
- 综合气候变量 (降水,温度,SPEI) 使用人口密度,夜间灯光,耕地和人口作为经济代理.
- 实施统一的数据预处理框架,并与领先的气候影响研究进行验证.
主要成果:
- 全球各国和地区的空间聚合气候数据.
- 在气候变量聚合中包含的经济活动权重.
- 提供从1900年到2023年的每日,每月和每年的气候数据.
结论:
- 开发的数据集解决了日益增长的对经济加权,空间特定气候信息的需求.
- 该资源有助于更准确的环境和经济影响评估.
- 统一的处理管道确保研究应用的数据一致性和可靠性.
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