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Scientific paper - Original scientific paper
Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca
In: Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences. Split: Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije, 2018. pp. 200-207. https://doi.org/10.31534/CO/ZT.2018.28
Rabi, Anamarija

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Zajednički temelji 2018 - uniSTem : šesti skup mladih istraživača iz područja građevinarstva i srodnih tehničkih znanosti, 25.-26. rujna 2018., Split : zbornik radova | Book
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Rabi, A. (2018). Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca. Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences (pp. 200-207). Split: Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije. doi: 10.31534/CO/ZT.2018.28

Rabi, Anamarija. "Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca." Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences, Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije, 2018, pp. 200-207. https://urn.nsk.hr/urn:nbn:hr:123:123456

Rabi, Anamarija. "Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca." In Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences, 200-207. Split: Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije, 2018. Accessed 2024 April 16. https://urn.nsk.hr/urn:nbn:hr:123:123456

Rabi, A. (2018) 'Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca', Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences, Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije, Split, pp. 200-207. Available at: https://urn.nsk.hr/urn:nbn:hr:123:123456 (Accessed 16 April 2024)

Rabi A. Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca. Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences. Split: Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije; 2018. Pp. 200-207. [cited 2024 April 16] Available at: https://urn.nsk.hr/urn:nbn:hr:123:123456

A. Rabi, "Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca", Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences Split: Sveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije, 2018. [Online] Available at: https://urn.nsk.hr/urn:nbn:hr:123:123456 [Accessed: 16 April 2024]

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Title (croatian)Model predviđanja otopljenog kisika za različite scenarije - Drava kod Donjeg Miholjca
Title (english)The disolved oxygen prediction model for different scenarios - location of Donji Miholjac at river Drava
AuthorAnamarija Rabi
Author's institutionUniversity of Split
Faculty of Civil Engineering, Architecture and Geodesy
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Civil Engineering
Abstract (croatian)
Rijeke su složeno prirodno okruženje gdje fizikalni, biološki i kemijski procesi koji se istovremeno odvijaju određuju kakvoću vode. Izradom različitih numeričkih modela omogućuje se pouzdanije praćenje kakvoće vode. Za izradu modela predviđanja kakvoće vode primjenom unaprijednih neuronskih mreža odabrana je postaja Donji Miholjac na Dravi za razdoblje od 1993. do 2016. godine. Pri odabiru parametara koji će se modelirati i njima pripadajućih ulaznih parametara korištena je korelacijska analiza (Pearsonova korelacija, korelacija udaljenosti). Klaster analizom i podjelom cijelog skupa na male, srednje i velike vode pomoću percentila definirani su ekstremni hidrološki scenariji. Ovaj će rad pokazati mogućnost predviđanja otopljenog kisika pri različitim hidrološkim scenarijima primjenom modela unaprijednih neuronskih mreža. Na slivu se pretpostavlja primjena određenih mjera poboljšanja. Cilj ovog modela je omogućiti bolje praćenje stanja kakvoće vode. Time bi se dala ocjena učinkovitosti pretpostavljenih mjera poboljšanja pri različitim hidrološkim scenarijima.
Abstract (english)
Rivers are a complex natural environment with the physical, biological and chemical processes occurring simultaneously, determine the water quality. Various numerical models provide reliable water quality monitoring. Feedforward neural network models were applied for creating water quality prediction models of the river Drava at Donji Miholjac during the 1996 - 2016 period. Correlation analysis (Pearson Correlation, Distance Correlation) was used for selecting the parameters that will be modeled and their corresponding input parameters. Extreme hydrological events are defined by cluster analysis and distribution of whole dataset into small, medium and large water flows. This paper will show the possibility of predicting dissolved oxygen in different hydrological scenarios using the feedforward neural network model. The implementation of certain improvement measures is assumed on the basin. The model aims to provide a better monitoring of water quality. This would provide assessment of the effectiveness of the assumed improvement measures at different hydrological scenarios.
Keywords (croatian)
Keywords (english)
Languagecroatian
Publication typeScientific paper - Original scientific paper
Publication statusAccepted
Peer reviewPeer review - domestic
Publication versionPublished version
Publication titleCommon Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences
Numberingpp. 200-207
ISBN978-953-6116-77-5
DOIhttps://doi.org/10.31534/CO/ZT.2018.28
URN:NBNurn:nbn:hr:123:123456
Publication2018-09-25
ConferenceTitle: ZAJEDNIČKI TEMELJI 2018 - uniSTem: Šesti skup mladih istraživača iz područja građevinarstva i srodnih tehničkih znanosti
Title: Common Foundations 2018 - uniSTem: 6th Congress of Young Researchers in the Field of Civil Engineering and Related Sciences
Acronym: ZT2018-uniSTem
Location: Split, Croatia
Start date: 2018-09-25
End date: 2018-09-26
Assembly type: Lecture
Type of resourceText
PublisherSveučilište u Splitu, Fakultet građevinarstva, arhitekture i geodezije
Publishing placeSplit
Access conditionsOpen access
Embargo expiration date: 2018-09-24
Terms of useLicence Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) icon
Created on2018-09-11 21:02:44