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dc.contributor.authorSippel, Sebastian
dc.contributor.authorZscheischler, Jakob
dc.contributor.authorHeimann, Martin
dc.contributor.authorLange, Holger
dc.contributor.authorMahecha, Miguel D.
dc.contributor.authorvan Oldenborgh, Geert Jan
dc.contributor.authorOtto, Friederike E.L.
dc.contributor.authorReichstein, Markus
dc.date.accessioned2018-07-27T08:21:54Z
dc.date.available2018-07-27T08:21:54Z
dc.date.created2017-01-26T13:16:12Z
dc.date.issued2017-01-25
dc.identifier.citationHydrology and Earth System Sciences. 2017, 21 (1), 441-458.nb_NO
dc.identifier.issn1027-5606
dc.identifier.urihttp://hdl.handle.net/11250/2506659
dc.description.abstractDaily precipitation extremes and annual totals have increased in large parts of the global land area over the past decades. These observations are consistent with theoretical considerations of a warming climate. However, until recently these trends have not been shown to consistently affect dry regions over land. A recent study, published by Donat et al. (2016), now identified significant increases in annual-maximum daily extreme precipitation (Rx1d) and annual precipitation totals (PRCPTOT) in dry regions. Here, we revisit the applied methods and explore the sensitivity of changes in precipitation extremes and annual totals to alternative choices of defining a dry region (i.e. in terms of aridity as opposed to precipitation characteristics alone). We find that (a) statistical artifacts introduced by data pre-processing based on a time-invariant reference period lead to an overestimation of the reported trends by up to 40 %, and that (b) the reported trends of globally aggregated extremes and annual totals are highly sensitive to the definition of a "dry region of the globe". For example, using the same observational dataset, accounting for the statistical artifacts, and based on different aridity-based dryness definitions, we find a reduction in the positive trend of Rx1d from the originally reported +1.6 % decade−1 to +0.2 to +0.9 % decade−1 (period changes for 1981–2010 averages relative to 1951–1980 are reduced to −1.32 to +0.97 % as opposed to +4.85 % in the original study). If we include additional but less homogenized data to cover larger regions, the global trend increases slightly (Rx1d: +0.4 to +1.1 % decade−1), and in this case we can indeed confirm (partly) significant increases in Rx1d. However, these globally aggregated estimates remain uncertain as considerable gaps in long-term observations in the Earth's arid and semi-arid regions remain. In summary, adequate data pre-processing and accounting for uncertainties regarding the definition of dryness are crucial to the quantification of spatially aggregated trends in precipitation extremes in the world's dry regions. In view of the high relevance of the question to many potentially affected stakeholders, we call for a well-reflected choice of specific data processing methods and the inclusion of alternative dryness definitions to guarantee that communicated results related to climate change be robust.nb_NO
dc.description.abstractHave precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years?nb_NO
dc.language.isoengnb_NO
dc.relation.urihttp://www.hydrol-earth-syst-sci.net/21/441/2017/
dc.rightsNavngivelse 4.0 Internasjonal*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/deed.no*
dc.titleHave precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years?nb_NO
dc.title.alternativeHave precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years?nb_NO
dc.typeJournal articlenb_NO
dc.typePeer reviewednb_NO
dc.description.versionpublishedVersionnb_NO
dc.rights.holder© Author(s) 2017nb_NO
dc.subject.nsiVDP::Landbruks- og Fiskerifag: 900nb_NO
dc.source.pagenumber441-458nb_NO
dc.source.volume21nb_NO
dc.source.journalHydrology and Earth System Sciencesnb_NO
dc.source.issue1nb_NO
dc.identifier.doi10.5194/hess-21-441-2017
dc.identifier.cristin1438312
dc.relation.projectNorges forskningsråd: 255061nb_NO
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode2


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