Analyzing the trend and change point in various meteorological variables in Bursa with various statistical and graphical methods

ArticleAçık Erişim

Özet

Determining the trend in meteorological variables is vital in water resources planning, energy production, and the design of water structures. This study analyzed trends and years of change in seasonal and annual average, maximum, minimum temperature, maximum precipitation, average relative humidity, average wind speed, and sunshine duration values in Bursa. Innovative-Şen trend analysis was used to determine the trends, and the sequential Mann–Kendall method, standard normal homogeneity test, and Pettitt test were used to determine the year of change. In addition, meteorological variables were divided into three ranges as low, medium, and high, and the trends in these ranges were analyzed graphically with the ITA approach. The ITA tests showed statistically significant increases in average, minimum, and maximum temperatures and average wind speed in seasonal and annual periods. On the other hand, statistically significant decreasing trends were observed in the mean relative humidity and sum sunshine duration values in seasonal and annual periods. In addition, significant decreasing trends were observed in the 95% confidence interval in the summer and annual periods in the maximum precipitation values. According to the sequential Mann–Kendall method, there were changes in temperature values in 1995 and 2015, wind speed values in 1946, relative humidity values in 1975 and 1977, and sunshine duration values around 1996. This study’s outputs significantly contribute to planners and decision-makers in terms of managing water resources, drought, and flood risk, developing adaptation strategies against climate change and agricultural irrigation and crop production. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/ebyu/12857Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/s00704-022-04231-0Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorKatipoğlu, Okan Mert
dc.date.accessioned2026-10-18T20:27:43.164398695Z
dc.date.available2026-10-18T20:27:43.164398695Z
dc.date.issued2022
dc.description.abstractDetermining the trend in meteorological variables is vital in water resources planning, energy production, and the design of water structures. This study analyzed trends and years of change in seasonal and annual average, maximum, minimum temperature, maximum precipitation, average relative humidity, average wind speed, and sunshine duration values in Bursa. Innovative-Şen trend analysis was used to determine the trends, and the sequential Mann–Kendall method, standard normal homogeneity test, and Pettitt test were used to determine the year of change. In addition, meteorological variables were divided into three ranges as low, medium, and high, and the trends in these ranges were analyzed graphically with the ITA approach. The ITA tests showed statistically significant increases in average, minimum, and maximum temperatures and average wind speed in seasonal and annual periods. On the other hand, statistically significant decreasing trends were observed in the mean relative humidity and sum sunshine duration values in seasonal and annual periods. In addition, significant decreasing trends were observed in the 95% confidence interval in the summer and annual periods in the maximum precipitation values. According to the sequential Mann–Kendall method, there were changes in temperature values in 1995 and 2015, wind speed values in 1946, relative humidity values in 1975 and 1977, and sunshine duration values around 1996. This study’s outputs significantly contribute to planners and decision-makers in terms of managing water resources, drought, and flood risk, developing adaptation strategies against climate change and agricultural irrigation and crop production. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.
dc.identifier.doi10.1007/s00704-022-04231-0
dc.identifier.eissn1434-4483
dc.identifier.endpage1320
dc.identifier.issn0177-798X
dc.identifier.issue3-4
dc.identifier.scopus2-s2.0-85139532113
dc.identifier.startpage1295
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/12857
dc.identifier.volume150
dc.identifier.wosWOS:000866024100001
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofTheoretical and Applied Climatology
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBursa [Bursa (PRV)]
dc.subjectBursa [Turkey]
dc.subjectTurkey
dc.subjectclimate change
dc.subjectcrop production
dc.subjectday length
dc.subjectdrought
dc.subjectflooding
dc.subjectirrigation
dc.subjectprecipitation (climatology)
dc.subjectrelative humidity
dc.subjecttemperature
dc.subjecttrend analysis
dc.subjectwater resource
dc.subjectwind velocity
dc.titleAnalyzing the trend and change point in various meteorological variables in Bursa with various statistical and graphical methods
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus15
rdl.citation.wos12
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)