将二战美国海军舰船航海日志中的气象观测数据数字化

IF 3.3 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY
Praveen Teleti, Ed Hawkins, Kevin R. Wood
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引用次数: 0

摘要

第二次世界大战(WW2)期间,由于正常贸易航线中断,海洋气象观测的数量和覆盖范围大大减少。这一时期的气象观测数据往往只能以纸质记录或扫描图像的形式提供,无法用于科学研究。我们抢救了 1941-1945 年期间驻扎在夏威夷的美国海军太平洋舰队的 28,000 多份航海日志图像中包含的每小时详细天气观测数据,生成了一个包含 630,000 多条记录的数据集。每条记录都包含日期和时间、位置信息以及若干气象测量值,总计超过 300 万个观测值。数据抢救过程包括一个公民科学项目,要求志愿者从现有图像中转录观测数据,然后进行额外的质量控制过程。该数据集不仅包含空气温度、海面温度、大气压力、风速和风向的每小时天气观测数据,主要是太平洋的观测数据,还包括大西洋和印度洋的一些观测数据。通过对护航船上的独立测量数据进行相互比较,并与 20 世纪再分析数据进行比较,发现新的观测数据质量良好。该数据集提供了对第二次世界大战期间的时间和地点的宝贵的仪器气象观测数据,填补了现有重建数据的空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Digitizing weather observations from World War II US naval ship logbooks

Digitizing weather observations from World War II US naval ship logbooks

Digitizing weather observations from World War II US naval ship logbooks

The number and coverage of weather observations over the oceans were considerably reduced during World War II (WW2) due to disruptions to normal trade routes. The observations that do exist for this period are often unavailable to science as they are still only available as paper records or scanned images. We have rescued the detailed hourly weather observations contained in more than 28,000 logbook images of the US Navy Pacific Fleet stationed at Hawai'i during 1941–1945 to produce a dataset of more than 630,000 records. Each record contains the date and time, positional information and several meteorological measurements, totalling more than 3 million individual observations. The data rescue process consisted of a citizen science project asking volunteers to transcribe the observations from the available images, followed by additional quality control processes. This dataset not only contains hourly weather observations of air temperature, sea surface temperature, atmospheric pressure, wind speed and wind direction, mainly in the Pacific Ocean but also includes some observations from the Atlantic and Indian Oceans. The new observations are found to be of good quality by inter-comparing independent measurements taken on ships travelling in convoy and by comparing with the 20th-Century Reanalysis. This dataset provides invaluable instrumental weather observations at times and places during WW2, which fill gaps in existing reconstructions.

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来源期刊
Geoscience Data Journal
Geoscience Data Journal GEOSCIENCES, MULTIDISCIPLINARYMETEOROLOGY-METEOROLOGY & ATMOSPHERIC SCIENCES
CiteScore
5.90
自引率
9.40%
发文量
35
审稿时长
4 weeks
期刊介绍: Geoscience Data Journal provides an Open Access platform where scientific data can be formally published, in a way that includes scientific peer-review. Thus the dataset creator attains full credit for their efforts, while also improving the scientific record, providing version control for the community and allowing major datasets to be fully described, cited and discovered. An online-only journal, GDJ publishes short data papers cross-linked to – and citing – datasets that have been deposited in approved data centres and awarded DOIs. The journal will also accept articles on data services, and articles which support and inform data publishing best practices. Data is at the heart of science and scientific endeavour. The curation of data and the science associated with it is as important as ever in our understanding of the changing earth system and thereby enabling us to make future predictions. Geoscience Data Journal is working with recognised Data Centres across the globe to develop the future strategy for data publication, the recognition of the value of data and the communication and exploitation of data to the wider science and stakeholder communities.
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