1940年至2022年ERA5全球再分析数据

IF 3 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Cornel Soci, Hans Hersbach, Adrian Simmons, Paul Poli, Bill Bell, Paul Berrisford, András Horányi, Joaquín Muñoz‐Sabater, Julien Nicolas, Raluca Radu, Dinand Schepers, Sebastien Villaume, Leopold Haimberger, Jack Woollen, Carlo Buontempo, Jean‐Noël Thépaut
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引用次数: 0

摘要

我们对 2023 年 3 月发布的欧洲中期天气预报中心再分析第 5 版(ERA5)全球再分 析进行了描述和简明评估,包括其至 2022 年底的及时更新。1979年至2020年底的ERA5产品和1950年至1978年的初步后向延伸已在其他地方介绍过。横跨 1940 年至 1978 年的新的回溯扩展数据是正式发布的数据,取代了初步数据。目前,ERA5 的数据记录超过 83 年,每小时全球三维场中有许多描述全球大气、陆地表面和海洋波浪的数据,水平分辨率约为 31 千米。ERA5依靠的是每日以下的原地和卫星观测数据,这些数据的数量从1940年的每天17000个增加到2022年的每天2500万个。因此,再分析的质量在整个期间都在提高。在北半球,ERA5 总体上可靠地再现了 20 世纪 40 年代初的天气形势,并提供了与其他数据集一致的长期可变性。然而,在南半球,ERA5 早期的描述似乎主要是统计性的。此外,与基于 1946 年以前陆地每月观测数据的重建相比,地表温度偏差较小。在这一时期,由于没有观测到高层气温,因此揭示了模型在平流层下部的冷偏差。对于 1950 年至 1978 年这一时期,本文描述的最终版本改进了初步版本中对国际气候管理最佳跟踪档案观测数据的次优处理,因此,在整个ERA5 记录中,热带气旋的代表性更加均匀。更长的自旋期也对土壤湿度产生了有利影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The ERA5 global reanalysis from 1940 to 2022
We provide a description and concise evaluation of the European Centre of Medium‐range Weather Forecasts Reanalysis v.5 (ERA5) global reanalysis from an additional extension back to 1940 that was released in March 2023, including its timely updates to the end of 2022. The ERA5 product from 1979 to end 2020 and a preliminary back extension from 1950 to 1978 have already been described elsewhere. The new back extension that spans 1940 to 1978 represents the official release and supersedes the preliminary product. Currently, the ERA5 data record extends over more than 83 years of hourly global three‐dimensional fields for many quantities that describe the global atmosphere, land surface, and ocean waves at a horizontal resolution of about 31 km. ERA5 relies on the ingestion of sub‐daily in‐situ and satellite observations, and the number of these increases from 17,000 per day in 1940 to 25 million per day by 2022. Accordingly, the quality of the reanalysis improves throughout the period. Over the Northern Hemisphere ERA5 generally provides a reliable representation of the synoptic situation from the early 1940s and provides long‐term variability that is in line with other datasets. Over the Southern Hemisphere, however, for the early period the description of ERA5 seems mainly statistical. Furthermore, there is a small deviation in surface temperature compared with reconstructions based on monthly aggregations of observations over land before 1946. For this period, the absence of upper air temperature observations reveals a model cold bias in the lower stratosphere. For the period from 1950 to 1978, the final release described here improves on the suboptimal treatment of International Best Track Archive for Climate Stewardship observations in the preliminary release, with, as a result, a much more homogeneous representation of tropical cyclones over the entire ERA5 record. Longer spin‐up periods also have a beneficial impact on soil moisture.
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来源期刊
CiteScore
16.80
自引率
4.50%
发文量
163
审稿时长
3-8 weeks
期刊介绍: The Quarterly Journal of the Royal Meteorological Society is a journal published by the Royal Meteorological Society. It aims to communicate and document new research in the atmospheric sciences and related fields. The journal is considered one of the leading publications in meteorology worldwide. It accepts articles, comprehensive review articles, and comments on published papers. It is published eight times a year, with additional special issues. The Quarterly Journal has a wide readership of scientists in the atmospheric and related fields. It is indexed and abstracted in various databases, including Advanced Polymers Abstracts, Agricultural Engineering Abstracts, CAB Abstracts, CABDirect, COMPENDEX, CSA Civil Engineering Abstracts, Earthquake Engineering Abstracts, Engineered Materials Abstracts, Science Citation Index, SCOPUS, Web of Science, and more.
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