Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1016/j.atmosres.2019.01.018 |
Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees | |
Lemus-Canovas, Marc1; Lopez-Bustins, Joan A.1; Trapero, Laura2; Martin-Vide, Javier1 | |
2019-05-15 | |
发表期刊 | ATMOSPHERIC RESEARCH
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ISSN | 0169-8095 |
EISSN | 1873-2895 |
出版年 | 2019 |
卷号 | 220页码:181-193 |
文章类型 | Article |
语种 | 英语 |
国家 | Spain |
英文摘要 | The Pyrenees is a mountain range that presents a very broad range of climatic diversity, as well as a multitude of geographical factors conditioning precipitation in this region. In-depth knowledge of this precipitation, specifically of its association with atmospheric circulation types in mountain regions, is of great importance for the management of natural hazards such as avalanches or floods. Thus, the present research combines the synoptic scale with the local scale. We employed the regional scale of the Pyrenees to interpolate, by means of the General Linear Models (GLM), General Additive Models (GAM) and Regression Kriging (RK) methods, mean daily precipitation (MDP) based upon a classification of weather types at the synoptic scale; this procedure reflects the most frequent atmospheric patterns in the study area during the 1961-2010 period. This combination of scales makes it possible to perform a spatial precipitation regionalization of the Pyrenees by means of the work flow proposed in the present research. The result is a compendium of 20 atmospheric circulation types. For each of these circulation types, we obtained MDP maps for each of the aforementioned interpolation methods. The most satisfactory fit of the models was provided by the GAM and the RK methods, with an average R-2 of all models of 0.58 and 0.61, respectively. These models provided a precipitation regionalization of the Pyrenees involving eight differentiated regions, two of which reveal a statistically significant annual tendency towards a decrease in precipitation. |
英文关键词 | Synoptic classification Spatial interpolation Clustering Regionalization Precipitation |
领域 | 地球科学 |
收录类别 | SCI-E |
WOS记录号 | WOS:000459364100016 |
WOS关键词 | ATMOSPHERIC CIRCULATION ; SPATIAL INTERPOLATION ; AIR-TEMPERATURE ; PATTERNS ; LINKS ; CLIMATOLOGY ; VARIABILITY ; ANDORRA ; GIS |
WOS类目 | Meteorology & Atmospheric Sciences |
WOS研究方向 | Meteorology & Atmospheric Sciences |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/183197 |
专题 | 地球科学 |
作者单位 | 1.Univ Barcelona, Dept Geog, Climatol Grp, C Montalegre 6, Barcelona 08001, Spain; 2.Inst Estudis Andorrans, Snow & Mt Res Ctr Andorra CENMA IEA, Av Rocafort 21-23,AD600, St Julia De Laria, Spain |
推荐引用方式 GB/T 7714 | Lemus-Canovas, Marc,Lopez-Bustins, Joan A.,Trapero, Laura,et al. Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees[J]. ATMOSPHERIC RESEARCH,2019,220:181-193. |
APA | Lemus-Canovas, Marc,Lopez-Bustins, Joan A.,Trapero, Laura,&Martin-Vide, Javier.(2019).Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees.ATMOSPHERIC RESEARCH,220,181-193. |
MLA | Lemus-Canovas, Marc,et al."Combining circulation weather types and daily precipitation modelling to derive climatic precipitation regions in the Pyrenees".ATMOSPHERIC RESEARCH 220(2019):181-193. |
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