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来自21个CMIP6模型的北半球每月0.05°冬季雪深数据集
Shiqiu Lin1,2, Xiaona Chen3, Shunlin Liang4
1State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.
Scientific data
|April 10, 2025
概括
本研究介绍了北半球月度雪深数据集 (NHMSD),这是一个对水资源管理和气候变化研究至关重要的高分辨率气候数据集. 与现有数据集相比,NHMSD显示了改进的准确性.
科学领域:
- 气候学 气候学 气候学
- 环境科学 环境科学
- 水文学的水文学
背景情况:
- 准确的雪深数据对于水资源管理,气候变化评估和冰雪经济至关重要.
- 快速气候变化需要改进雪深监测和预测能力.
研究的目的:
- 为北半球冬季月份 (NHMSD) 开发一个高分辨率 (0.05°) 的月度雪深数据集.
- 提供一个长期数据集,涵盖历史时期 (1980-2014) 和未来时期 (2015-2100).
- 为了提高气候变化研究的雪深数据的准确性.
主要方法:
- 使用德尔塔统计缩小方法和空间特征转移技术.
- 利用CMIP6项目的21个一般流通模型和4个共享的社会经济路径的数据.
- 精制全球气候模型输出,以创建高分辨率的NHMSD.
主要成果:
- NHMSD是世界上第一个长期0.05°分辨率的雪深数据集.
- 使用2062个地面观测的验证证实了NHMSD的精度优于ERA5-Land和GLDAS.
- NHMSD证明了较低的根平均平方误差,偏差和平均绝对误差.
结论:
- 开发的NHMSD数据集为研究雪深变化提供了更高的准确性.
- 这一数据集是水资源管理和气候变化影响评估的宝贵资源.
- 方便探索北半球未来的雪深变化.
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