GSTDTAP
DOI10.1029/2019GL085142
Areal Models for Spatially Coherent Trend Detection: The Case of British Peak River Flows
Prosdocimi, Ilaria1,2; Dupont, Emiko2; Augustin, Nicole H.2; Kjeldsen, Thomas R.3; Simpson, Dan P.4; Smith, Theresa R.2
2019-11-28
发表期刊GEOPHYSICAL RESEARCH LETTERS
ISSN0094-8276
EISSN1944-8007
出版年2019
卷号46期号:22页码:13054-13061
文章类型Article
语种英语
国家Italy; England; Canada
英文摘要

With increasing concerns on the impacts of climate change, there is wide interest in understanding whether hydrometric and environmental series display any sort of trend. Many studies however, focus on the analysis of highly variable individual series at each measuring location. We propose a novel and straightforward approach to trend detection, modelling the test statistic for trend at each location via an areal model in which the information across measuring locations is pooled together. We exemplify the method with a detailed study of change in high flows in Great Britain. Using areal models, we detect a statistically relevant signal for a positive trend across Great Britain in the recent decades. This evidence is also found when different temporal subsets of the records are analysed. Further, the model identifies areas where the increase has been higher or lower than average, thus providing a way to prioritise intervention.


领域气候变化
收录类别SCI-E
WOS记录号WOS:000505879600044
WOS关键词PROBABILISTIC IMPACTS ; CLIMATE-CHANGE ; FLOODS ; FREQUENCY ; PRECIPITATION ; VARIABILITY ; ENGLAND ; EUROPE ; UK
WOS类目Geosciences, Multidisciplinary
WOS研究方向Geology
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/225111
专题环境与发展全球科技态势
作者单位1.Ca Foscari Univ Venice, Dept Environm Sci Informat & Stat, Venice, Italy;
2.Univ Bath, Dept Math Sci, Bath, Avon, England;
3.Univ Bath, Dept Architecture & Civil Engn, Bath, Avon, England;
4.Univ Toronto, Dept Stat Sci, Toronto, ON, Canada
推荐引用方式
GB/T 7714
Prosdocimi, Ilaria,Dupont, Emiko,Augustin, Nicole H.,et al. Areal Models for Spatially Coherent Trend Detection: The Case of British Peak River Flows[J]. GEOPHYSICAL RESEARCH LETTERS,2019,46(22):13054-13061.
APA Prosdocimi, Ilaria,Dupont, Emiko,Augustin, Nicole H.,Kjeldsen, Thomas R.,Simpson, Dan P.,&Smith, Theresa R..(2019).Areal Models for Spatially Coherent Trend Detection: The Case of British Peak River Flows.GEOPHYSICAL RESEARCH LETTERS,46(22),13054-13061.
MLA Prosdocimi, Ilaria,et al."Areal Models for Spatially Coherent Trend Detection: The Case of British Peak River Flows".GEOPHYSICAL RESEARCH LETTERS 46.22(2019):13054-13061.
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