Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/63522
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dc.contributor.authorJayasinghe, Layomi Sadeekaen
dc.contributor.authorKumar, Laliten
dc.contributor.authorKaliyadasa, Ewonen
dc.date.accessioned2024-10-18T04:27:13Z-
dc.date.available2024-10-18T04:27:13Z-
dc.date.issued2021-
dc.identifier.citationInternational Journal of Biometeorology, 65(1), p. 1629-1646en
dc.identifier.issn1432-1254en
dc.identifier.issn0020-7128en
dc.identifier.urihttps://hdl.handle.net/1959.11/63522-
dc.description.abstract<p>Understanding the interactive effects and relationships between biochemical elements of tea leaves and the related factors, particularly climatic, cultivar, and geographic, is key for high-quality Ceylon tea production. The objectives of this study were to (1) investigate the effects of season × cultivar × agro-ecological regions (AERs) on the four tested biochemicals in fresh tea leaves, total polyphenol content (TPC), free sugar, protein, and theanine" (2) determine the relationships between, and develop a model to estimate, the biochemicals and their related factors" and (3) project the potential concentrations and distributions of four tested biochemicals in tea leaves with respect to the current and future climate. This study primarily uses inferential statistics via the Statistical Package for the Social Sciences (SPSS), cross-validation using R software, and the inverse distance weighting (IDW) approach in ArcGIS. The results demonstrate that the season, cultivar (Ceylon tea cultivars of TRI 2025 and TRI 4053), and AER and their interactions on biochemicals have significant effects (p < 0.05). The models derived in the regression analysis demonstrate the strong relationships between the independent variables and the biochemicals, with multiple correlation coefficients (R) around 0.8 and coefficient of determination (R<sup>2</sup> ) around 0.6. The low standard deviation of error of prediction (SDEP < 0.1) and the high correlation coefficient of leave-one-out cross-validation (Q<sup>2</sup> ) for all four biochemicals ranged from 0.56 to 0.61, which signifies the predictive ability of the models. The future projections show a considerable increase in the thresholds of all tested biochemicals. The distribution category with 'very high' concentrations of TPC and theanine is predicted to increase in the future by averages of 10% and 14%, respectively, while reducing the classes of protein and free sugar by 14% and 12%, respectively. Overall, the changing concentrations of the thresholds of relevant biochemicals and their distribution will negatively affect the final quality of tea, and these variations indicate that climate change has started to diminish Ceylon tea quality.</p>en
dc.languageenen
dc.publisherSpringeren
dc.relation.ispartofInternational Journal of Biometeorologyen
dc.titleThe future of high-quality Ceylon tea seems bleak in the face of climate changeen
dc.typeJournal Articleen
dc.identifier.doi10.1007/s00484-021-02118-9en
dc.subject.keywordsTea qualityen
dc.subject.keywordsClimate changeen
dc.subject.keywordsConcentrationsen
dc.subject.keywordsCultivaren
dc.subject.keywordsSeasonsen
dc.subject.keywordsBiophysicsen
dc.subject.keywordsEnvironmental Sciencesen
dc.subject.keywordsMeteorology & Atmospheric Sciencesen
dc.subject.keywordsPhysiologyen
dc.subject.keywordsEnvironmental Sciences & Ecologyen
dc.subject.keywordsBiochemicalsen
local.contributor.firstnameLayomi Sadeekaen
local.contributor.firstnameLaliten
local.contributor.firstnameEwonen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.emailljayasi2@myune.edu.auen
local.profile.emaillkumar@une.edu.auen
local.output.categoryC1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.publisher.placeGermanyen
local.format.startpage1629en
local.format.endpage1646en
local.peerreviewedYesen
local.identifier.volume65en
local.identifier.issue1en
local.contributor.lastnameJayasingheen
local.contributor.lastnameKumaren
local.contributor.lastnameKaliyadasaen
dc.identifier.staffune-id:lkumaren
local.profile.orcid0000-0002-9205-756Xen
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:1959.11/63522en
local.date.onlineversion2021-
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleThe future of high-quality Ceylon tea seems bleak in the face of climate changeen
local.output.categorydescriptionC1 Refereed Article in a Scholarly Journalen
local.search.authorJayasinghe, Layomi Sadeekaen
local.search.authorKumar, Laliten
local.search.authorKaliyadasa, Ewonen
local.uneassociationYesen
local.atsiresearchNoen
local.sensitive.culturalNoen
local.year.available2021en
local.year.published2021en
local.fileurl.closedpublishedhttps://rune.une.edu.au/web/retrieve/18007207-6b70-4824-9906-14bcd2c14a26en
local.subject.for20204013 Geomatic engineeringen
local.subject.seo2020tbden
local.profile.affiliationtypeUNE Affiliationen
local.profile.affiliationtypeUNE Affiliationen
local.profile.affiliationtypeExternal Affiliationen
Appears in Collections:Journal Article
School of Environmental and Rural Science
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