Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1016/j.atmosres.2017.06.031 |
Development and application of a technique for projecting novel and disappearing climates using cluster analysis | |
Falquina, Rafael1; Gallardo, Clemente2 | |
2017-11-15 | |
发表期刊 | ATMOSPHERIC RESEARCH
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ISSN | 0169-8095 |
EISSN | 1873-2895 |
出版年 | 2017 |
卷号 | 197 |
文章类型 | Article |
语种 | 英语 |
国家 | Spain |
英文摘要 | We present an objective climate classification method based on cluster analysis, and its application for the assessment of local impact of the projected global climate change in the RCP8.5 IPCC AR5 scenario. The novelty of the method is in the use of cluster analysis to identify novel and disappearing climates. We detect the absence of a climate type by classificating the local climates of two different time periods in a single cluster analysis. If any of the resulting clusters contains only local climates taken from one of the time periods, the climate type represented by that cluster is not present in the other time period. We present the application of this method to the ends of the 20th and 21st centuries on a global scale, and the results of the equivalent analysis restricted to a circle of 500 km radius around each location. They show that, in large areas, many current ecosystems would not find 20th century conditions in a near place at the end of 21st century. |
英文关键词 | Climate change Cluster analysis Climate classification |
领域 | 地球科学 |
收录类别 | SCI-E |
WOS记录号 | WOS:000412250700018 |
WOS关键词 | CLASSIFICATION ; MAP |
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/38336 |
专题 | 地球科学 |
作者单位 | 1.Univ Complutense Madrid, Fac Ciencias Fis, Ciudad Univ, E-28040 Madrid, Spain; 2.Univ Castilla La Mancha, Fac Ciencias Ambientales & Bioquim, Av Carlos 3 S-N, Toledo 45071, Spain |
推荐引用方式 GB/T 7714 | Falquina, Rafael,Gallardo, Clemente. Development and application of a technique for projecting novel and disappearing climates using cluster analysis[J]. ATMOSPHERIC RESEARCH,2017,197. |
APA | Falquina, Rafael,&Gallardo, Clemente.(2017).Development and application of a technique for projecting novel and disappearing climates using cluster analysis.ATMOSPHERIC RESEARCH,197. |
MLA | Falquina, Rafael,et al."Development and application of a technique for projecting novel and disappearing climates using cluster analysis".ATMOSPHERIC RESEARCH 197(2017). |
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