Domazet, Uroš

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  • Domazet, Uroš (2)
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Author's Bibliography

Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS

Djurović, Nevenka; Domazet, Milka; Stričević, Ružica; Počuča, Vesna; Spalević, V.; Pivić, Radmila; Gregorić, Eniko; Domazet, Uroš

(Hindawi Publishing Corporation, 2015)

TY  - JOUR
AU  - Djurović, Nevenka
AU  - Domazet, Milka
AU  - Stričević, Ružica
AU  - Počuča, Vesna
AU  - Spalević, V.
AU  - Pivić, Radmila
AU  - Gregorić, Eniko
AU  - Domazet, Uroš
PY  - 2015
UR  - http://aspace.agrif.bg.ac.rs/handle/123456789/3838
AB  - Water table forecasting plays an important role in the management of groundwater resources in agricultural regions where there are drainage systems in river valleys. The results presented in this paper pertain to an area along the left bank of the Danube River, in the Province of Vojvodina, which is the northern part of Serbia. Two soft computing techniques were used in this research: an adaptive neurofuzzy inference system (ANFIS) and an artificial neural network (ANN) model for one-month water table forecasts at several wells located at different distances from the river. The results suggest that both these techniques represent useful tools for modeling hydrological processes in agriculture, with similar computing and memory capabilities, such that they constitute an exceptionally good numerical framework for generating high-quality models.
PB  - Hindawi Publishing Corporation
T2  - Scientific World Journal
T1  - Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS
VL  - 2015
DO  - 10.1155/2015/742138
ER  - 
@article{
author = "Djurović, Nevenka and Domazet, Milka and Stričević, Ružica and Počuča, Vesna and Spalević, V. and Pivić, Radmila and Gregorić, Eniko and Domazet, Uroš",
year = "2015",
abstract = "Water table forecasting plays an important role in the management of groundwater resources in agricultural regions where there are drainage systems in river valleys. The results presented in this paper pertain to an area along the left bank of the Danube River, in the Province of Vojvodina, which is the northern part of Serbia. Two soft computing techniques were used in this research: an adaptive neurofuzzy inference system (ANFIS) and an artificial neural network (ANN) model for one-month water table forecasts at several wells located at different distances from the river. The results suggest that both these techniques represent useful tools for modeling hydrological processes in agriculture, with similar computing and memory capabilities, such that they constitute an exceptionally good numerical framework for generating high-quality models.",
publisher = "Hindawi Publishing Corporation",
journal = "Scientific World Journal",
title = "Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS",
volume = "2015",
doi = "10.1155/2015/742138"
}
Djurović, N., Domazet, M., Stričević, R., Počuča, V., Spalević, V., Pivić, R., Gregorić, E.,& Domazet, U.. (2015). Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS. in Scientific World Journal
Hindawi Publishing Corporation., 2015.
https://doi.org/10.1155/2015/742138
Djurović N, Domazet M, Stričević R, Počuča V, Spalević V, Pivić R, Gregorić E, Domazet U. Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS. in Scientific World Journal. 2015;2015.
doi:10.1155/2015/742138 .
Djurović, Nevenka, Domazet, Milka, Stričević, Ružica, Počuča, Vesna, Spalević, V., Pivić, Radmila, Gregorić, Eniko, Domazet, Uroš, "Comparison of Groundwater Level Models Based on Artificial Neural Networks and ANFIS" in Scientific World Journal, 2015 (2015),
https://doi.org/10.1155/2015/742138 . .
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Some aspects of water regime management of the Donje polje soil at Surčin

Domazet, Uroš; Rudić, Dragan; Djurović, Nevenka

(Univerzitet u Beogradu - Poljoprivredni fakultet, Beograd, 2007)

TY  - JOUR
AU  - Domazet, Uroš
AU  - Rudić, Dragan
AU  - Djurović, Nevenka
PY  - 2007
UR  - http://aspace.agrif.bg.ac.rs/handle/123456789/1390
AB  - Drainage system Galovica is situated in southeast Srem. It occupies the area of about 100,000 ha, it has a dense channel network of 30-40 m/ha, 2,575 constructed facilities and 11 pump stations. The main channel - Galovica is 40 km long and it is one of the basic receiving channels of the surplus internal waters from the area of southeast Srem. In addition to its basic purpose, this channel has recently also become the receiving channel of the municipal waste water, agro-industrial and processing waste water, discharged without purification and causing significant pollution of the water in the channel. The aim of this paper is to study the water in the Galovica channel and the possibility of its purification in the aim of its multipurpose utilization, especially from the aspect of soil water regime management in the conditions of water deficit in the soil. The study area is the locality Donje Polje - PIK " 7. juli". The study of water quality for irrigation shows that water quality is in harmony with the prescribed standards, pursuant to the Regulation on the admissible concentrations of hazardous and harmful substances in the soil and water for irrigation and the methods of their analysis. The water of the Galovica channel was subjected to the purification by the equipment of the Army of Serbia and the testing of chemical and microbiological characteristics of purified water shows that this equipment can purify the water of the third and fourth classes and make it sanitary safe, so that it can be used as drinking water, especially in emergency situations.
AB  - Sistem za odvodnjavanje Galovica nalazi se u jugoistočnom Sremu. Zauzima površinu od oko 100000 ha, sa velikom gustinom kanalske mreže od 30-40 m/ha, 2575 izgrađenih objekata i 11 crpnih stanica. Glavni kanal Galovica prostire se dužinom od 40 km i predstavlja jedan od osnovnih recipijenata suvišnih unutrašnjih voda područja jugoistočnog Srema. Pored osnovne namene, u novije vreme, ovaj kanal je i recipijent komunalnih otpadnih voda, otpadnih voda agroindustrije i prerađivačkog kompleksa, koje se ispuštaju bez prečišćavanja i dovode do značajnih zagađenja vode u kanalu. Cilj ovog rada je da se ispita voda iz kanala Galovica i mogućnost njenog prečišćavanja u cilju njenog višenamenskog korišćenja, posebno sa aspekta uređenja vodnog režima zemljišta u uslovima deficita vode u zemljištu. Za ispitivalja je odabran lokalitet Donje polje - PIK "7. juli". Ispitivanja kvaliteta vode za potrebe navodnjavanja pokazala su da kvalitet vode odgovara propisanim normama, prema Pravilniku o dozvoljenim količinama opasnih i štetnih materija u zemljištu i vodi za navodnjavanje i metodama njihovog ispitivanja. Voda iz kanala Galovica podvrgnuta je procesu prečišćavanja uređajima kojima raspolaže Vojska R Srbije i posle ispitivanja hemijskih i mikrobioloških osobina prečišćene vode utvrđeno je da oni mogu da prečiste vodu treće i četvrte klase, dovedu u higijenski ispravno stanje te se ona može koristiti i kao voda za piće, posebno u vanrednim prilikama.
PB  - Univerzitet u Beogradu - Poljoprivredni fakultet, Beograd
T2  - Journal of Agricultural Sciences (Belgrade)
T1  - Some aspects of water regime management of the Donje polje soil at Surčin
T1  - Neki aspekti uređenja vodnog režima zemljišta Donjeg polja u Surčinu
EP  - 51
IS  - 1
SP  - 43
VL  - 52
DO  - 10.2298/JAS0701043D
ER  - 
@article{
author = "Domazet, Uroš and Rudić, Dragan and Djurović, Nevenka",
year = "2007",
abstract = "Drainage system Galovica is situated in southeast Srem. It occupies the area of about 100,000 ha, it has a dense channel network of 30-40 m/ha, 2,575 constructed facilities and 11 pump stations. The main channel - Galovica is 40 km long and it is one of the basic receiving channels of the surplus internal waters from the area of southeast Srem. In addition to its basic purpose, this channel has recently also become the receiving channel of the municipal waste water, agro-industrial and processing waste water, discharged without purification and causing significant pollution of the water in the channel. The aim of this paper is to study the water in the Galovica channel and the possibility of its purification in the aim of its multipurpose utilization, especially from the aspect of soil water regime management in the conditions of water deficit in the soil. The study area is the locality Donje Polje - PIK " 7. juli". The study of water quality for irrigation shows that water quality is in harmony with the prescribed standards, pursuant to the Regulation on the admissible concentrations of hazardous and harmful substances in the soil and water for irrigation and the methods of their analysis. The water of the Galovica channel was subjected to the purification by the equipment of the Army of Serbia and the testing of chemical and microbiological characteristics of purified water shows that this equipment can purify the water of the third and fourth classes and make it sanitary safe, so that it can be used as drinking water, especially in emergency situations., Sistem za odvodnjavanje Galovica nalazi se u jugoistočnom Sremu. Zauzima površinu od oko 100000 ha, sa velikom gustinom kanalske mreže od 30-40 m/ha, 2575 izgrađenih objekata i 11 crpnih stanica. Glavni kanal Galovica prostire se dužinom od 40 km i predstavlja jedan od osnovnih recipijenata suvišnih unutrašnjih voda područja jugoistočnog Srema. Pored osnovne namene, u novije vreme, ovaj kanal je i recipijent komunalnih otpadnih voda, otpadnih voda agroindustrije i prerađivačkog kompleksa, koje se ispuštaju bez prečišćavanja i dovode do značajnih zagađenja vode u kanalu. Cilj ovog rada je da se ispita voda iz kanala Galovica i mogućnost njenog prečišćavanja u cilju njenog višenamenskog korišćenja, posebno sa aspekta uređenja vodnog režima zemljišta u uslovima deficita vode u zemljištu. Za ispitivalja je odabran lokalitet Donje polje - PIK "7. juli". Ispitivanja kvaliteta vode za potrebe navodnjavanja pokazala su da kvalitet vode odgovara propisanim normama, prema Pravilniku o dozvoljenim količinama opasnih i štetnih materija u zemljištu i vodi za navodnjavanje i metodama njihovog ispitivanja. Voda iz kanala Galovica podvrgnuta je procesu prečišćavanja uređajima kojima raspolaže Vojska R Srbije i posle ispitivanja hemijskih i mikrobioloških osobina prečišćene vode utvrđeno je da oni mogu da prečiste vodu treće i četvrte klase, dovedu u higijenski ispravno stanje te se ona može koristiti i kao voda za piće, posebno u vanrednim prilikama.",
publisher = "Univerzitet u Beogradu - Poljoprivredni fakultet, Beograd",
journal = "Journal of Agricultural Sciences (Belgrade)",
title = "Some aspects of water regime management of the Donje polje soil at Surčin, Neki aspekti uređenja vodnog režima zemljišta Donjeg polja u Surčinu",
pages = "51-43",
number = "1",
volume = "52",
doi = "10.2298/JAS0701043D"
}
Domazet, U., Rudić, D.,& Djurović, N.. (2007). Some aspects of water regime management of the Donje polje soil at Surčin. in Journal of Agricultural Sciences (Belgrade)
Univerzitet u Beogradu - Poljoprivredni fakultet, Beograd., 52(1), 43-51.
https://doi.org/10.2298/JAS0701043D
Domazet U, Rudić D, Djurović N. Some aspects of water regime management of the Donje polje soil at Surčin. in Journal of Agricultural Sciences (Belgrade). 2007;52(1):43-51.
doi:10.2298/JAS0701043D .
Domazet, Uroš, Rudić, Dragan, Djurović, Nevenka, "Some aspects of water regime management of the Donje polje soil at Surčin" in Journal of Agricultural Sciences (Belgrade), 52, no. 1 (2007):43-51,
https://doi.org/10.2298/JAS0701043D . .