prikaz prve stranice dokumenta Application of principal component analysis to drought indicators of three representative Croatian regions
  Preuzmi
PDF 1021.57 KB
Znanstveni rad - Izvorni znanstveni rad
Application of principal component analysis to drought indicators of three representative Croatian regions
Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS, 12 (2021), 22; 41-55. https://doi.org/10.13167/2021.22.4
Tadić, Lidija; Brleković, Tamara; Potočki, Kristina; Leko-Kos, Marija

Citirajte ovaj rad

Tadić, L., Brleković, T., Potočki, K. i Leko Kos, M. (2021). Application of principal component analysis to drought indicators of three representative Croatian regions. Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS, 12. (22), 41-55. doi: 10.13167/2021.22.4

Tadić, Lidija, et al. "Application of principal component analysis to drought indicators of three representative Croatian regions." Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS, vol. 12, br. 22, 2021, str. 41-55. https://doi.org/10.13167/2021.22.4

Tadić, Lidija, Tamara Brleković, Kristina Potočki i Marija Leko Kos. "Application of principal component analysis to drought indicators of three representative Croatian regions." Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS 12, br. 22 (2021): 41-55. https://doi.org/10.13167/2021.22.4

Tadić, L., et al. (2021) 'Application of principal component analysis to drought indicators of three representative Croatian regions', Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS, 12(22), str. 41-55. doi: 10.13167/2021.22.4

Tadić L, Brleković T, Potočki K, Leko Kos M. Application of principal component analysis to drought indicators of three representative Croatian regions. Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS [Internet]. 2021. [pristupljeno 24.12.2024.];12(22):41-55. doi: 10.13167/2021.22.4

L. Tadić, T. Brleković, K. Potočki i M. Leko Kos, "Application of principal component analysis to drought indicators of three representative Croatian regions", Electronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS, vol. 12, br. 22, str. 41-55, 2021. [Online]. Dostupno na: https://urn.nsk.hr/urn:nbn:hr:133:928500. [Citirano: 24.12.2024.]

Za citiranje koristite ovu mrežnu adresu: https://urn.nsk.hr/urn:nbn:hr:133:928500
Prijavite se u repozitorij kako biste mogli spremiti objekt u svoju listu.
Podaci o radu
Naslov (engleski)Application of principal component analysis to drought indicators of three representative Croatian regions
AutorLidija Tadić
AutorTamara Brleković
AutorKristina Potočki
AutorMarija Leko-Kos
Autorova ustanovaSveučilište Josipa Jurja Strossmayera u Osijeku
Građevinski i arhitektonski fakultet Osijek
Autorova ustanovaSveučilište u Zagrebu
Građevinski fakultet
Znanstveno / umjetničko
područje, polje i grana		TEHNIČKE ZNANOSTI
Građevinarstvo
Sažetak (engleski)
Drought has become a very frequent hydrological event globally, including in Croatia. It can generally be explained by air temperature and precipitation changes on an annual and seasonal basis, owing to climate change. To contribute to the knowledge on drought phenomena in Croatia, the changes in air temperature and precipitation over a relatively long period between 1951 and 2018 were analyzed. The meteorological stations included in the research were Osijek, Zagreb, and Split, which represented the climate of the entire country. Drought was estimated using the standardized precipitation evapotranspiration index, which is one of the most comprehensive drought indices. Furthermore, the drought severity and duration were calculated using run theory. These parameters were tested for homogeneity using the standard normal homogeneity test. Only the air temperature exhibited inhomogeneity, with a break year in 1991 (Zagreb and Split) and 1998 (Osijek). The existence of significant temporal trends was tested using the non-parametric Mann–Kendall trend test. The probability of drought occurrence with a certain duration and severity was calculated using the copula function. Finally, principal component analysis was applied to the computed standardized Mann–Kendall test statistic (ZMK ) to define the relevance of each parameter change and their combination in drought occurrence on a seasonal basis. Drought occurrence was less recognizable from 1951 to 1991 (1998). In the second sub-period, the impact of an increasing air temperature was the most significant variable, particularly in Zagreb.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Izvorni znanstveni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov časopisaElectronic Journal of the Faculty of Civil Engineering Osijek-e-GFOS
Brojčani podacivol. 12, br. 22, str. 41-55
e-ISSN1847-8948
DOIhttps://doi.org/10.13167/2021.22.4
URN:NBNurn:nbn:hr:133:928500
Datum objave publikacije2021
URL dokumentahttps://hrcak.srce.hr/261279
Vrsta resursaTekst
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Imenovanje-Nekomercijalno-Bez prerada 3.0 (CC BY-NC-ND 3.0)
Datum i vrijeme pohrane2021-09-14 11:40:02