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| DOI | 10.5194/cp-16-1937-2020 |
| Synthetic weather diaries: Concept and application to Swiss weather in 1816 | |
| Brönnimann S. | |
| 发表日期 | 2020 |
| ISSN | 18149324 |
| 起始页码 | 1937 |
| 结束页码 | 1952 |
| 卷号 | 16期号:5 |
| 英文摘要 | Climate science is about to produce numerical daily weather reconstructions based on meteorological measurements for central Europe 250 years back. Using a pilot reconstruction covering Switzerland at a 2×2 km2 resolution for 1816, this paper presents methods to translate numerical reconstructions and derived indices into text describing daily weather and the state of vegetation. This facilitates comparison with historical sources and analyses of the effects of weather on different aspects of life. The translation, termed "synthetic weather diary", could possibly be used to train machine learning approaches to do the reverse: Reconstruct past weather from categorised text entries in diaries. © Author(s) 2020. |
| 语种 | 英语 |
| scopus关键词 | climate variation; diurnal variation; historical record; machine learning; meteorology; numerical method; paleoclimate; reconstruction; weather forecasting; Switzerland |
| 来源期刊 | Climate of the Past
 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/146661 |
| 作者单位 | Institute of Geography, University of Bern, Bern, 3012, Switzerland; Oeschger Centre for Climate Change Research, University of Bern, Bern, 3012, Switzerland |
| 推荐引用方式 GB/T 7714 | Brönnimann S.. Synthetic weather diaries: Concept and application to Swiss weather in 1816[J],2020,16(5). |
| APA | Brönnimann S..(2020).Synthetic weather diaries: Concept and application to Swiss weather in 1816.Climate of the Past,16(5). |
| MLA | Brönnimann S.."Synthetic weather diaries: Concept and application to Swiss weather in 1816".Climate of the Past 16.5(2020). |
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