TY  - JOUR
AU  - Milanović Pešić, Ana
AU  - Jojić Glavonjić, Tamara
AU  - Denda, Stefan
AU  - Jakovljević, Dejana
PY  - 2023
UR  - https://dais.sanu.ac.rs/123456789/15279
AB  - This study aims to present the potential for sustainable tourism development on Vlasina Lake, which is, along with its surroundings, declared as a Ramsar site, Natural Asset of Exceptional Importance, IBA, IPA, PBA and Emerald area. A survey conducted among the residents indicated that they expressed positive attitudes towards sustainable tourism development, even though a small percentage of them are employed in tourism. Considering the lake as the most valuable part of this area, this study emphasized water quality assessment as the necessary condition for sustainable tourism development. Water quality indices (SWQI, CWQI and WPI) were used for water quality assessment for the period 2013–2022. Based on SWQI, Vlasina Lake has a good to excellent water quality and, according to WPI, has clean water suitable for tourism and recreation. The CWQI for overall water quality ranged from marginal to good. It is the highest for recreation, but it is based on only one parameter (pH), which is the limitation of this methodology. Based on field research, survey, water quality assessment and previous studies, it is concluded that this area has favorable conditions for developing various types of tourism, which could contribute to the future development of this undeveloped and unpopulated area.
PB  - Basel : MDPI
T2  - Sustainability
T1  - Sustainable Tourism Development and Ramsar Sites in Serbia: Exploring Residents’ Attitudes and Water Quality Assessment in the Vlasina Protected Area
SP  - 15391
VL  - 15
IS  - 21
DO  - 10.3390/su152115391
UR  - https://hdl.handle.net/21.15107/rcub_dais_15279
ER  - 

@article{
author = "Milanović Pešić, Ana and Jojić Glavonjić, Tamara and Denda, Stefan and Jakovljević, Dejana",
year = "2023",
abstract = "This study aims to present the potential for sustainable tourism development on Vlasina Lake, which is, along with its surroundings, declared as a Ramsar site, Natural Asset of Exceptional Importance, IBA, IPA, PBA and Emerald area. A survey conducted among the residents indicated that they expressed positive attitudes towards sustainable tourism development, even though a small percentage of them are employed in tourism. Considering the lake as the most valuable part of this area, this study emphasized water quality assessment as the necessary condition for sustainable tourism development. Water quality indices (SWQI, CWQI and WPI) were used for water quality assessment for the period 2013–2022. Based on SWQI, Vlasina Lake has a good to excellent water quality and, according to WPI, has clean water suitable for tourism and recreation. The CWQI for overall water quality ranged from marginal to good. It is the highest for recreation, but it is based on only one parameter (pH), which is the limitation of this methodology. Based on field research, survey, water quality assessment and previous studies, it is concluded that this area has favorable conditions for developing various types of tourism, which could contribute to the future development of this undeveloped and unpopulated area.",
publisher = "Basel : MDPI",
journal = "Sustainability",
title = "Sustainable Tourism Development and Ramsar Sites in Serbia: Exploring Residents’ Attitudes and Water Quality Assessment in the Vlasina Protected Area",
pages = "15391",
volume = "15",
number = "21",
doi = "10.3390/su152115391",
url = "https://hdl.handle.net/21.15107/rcub_dais_15279"
}

Milanović Pešić, A., Jojić Glavonjić, T., Denda, S.,& Jakovljević, D.. (2023). Sustainable Tourism Development and Ramsar Sites in Serbia: Exploring Residents’ Attitudes and Water Quality Assessment in the Vlasina Protected Area. in Sustainability
Basel : MDPI., 15(21), 15391.
https://doi.org/10.3390/su152115391
https://hdl.handle.net/21.15107/rcub_dais_15279

Milanović Pešić A, Jojić Glavonjić T, Denda S, Jakovljević D. Sustainable Tourism Development and Ramsar Sites in Serbia: Exploring Residents’ Attitudes and Water Quality Assessment in the Vlasina Protected Area. in Sustainability. 2023;15(21):15391.
doi:10.3390/su152115391
https://hdl.handle.net/21.15107/rcub_dais_15279 .

Milanović Pešić, Ana, Jojić Glavonjić, Tamara, Denda, Stefan, Jakovljević, Dejana, "Sustainable Tourism Development and Ramsar Sites in Serbia: Exploring Residents’ Attitudes and Water Quality Assessment in the Vlasina Protected Area" in Sustainability, 15, no. 21 (2023):15391,
https://doi.org/10.3390/su152115391 .,
https://hdl.handle.net/21.15107/rcub_dais_15279 .

TY  - JOUR
AU  - Radovanović, Milan M.
AU  - Vyklyuk, Yaroslav
AU  - Stevančević, Milan T.
AU  - Milenković, Milan Đ
AU  - Jakovljević, Dejana M.
AU  - Petrović, Marko D.
AU  - Malinović-Milićević, Slavica B.
AU  - Vuković, Natalia
AU  - Vujko, Aleksandra Đ.
AU  - Sydor
AU  - Yamashkin, Anatoliy
AU  - Sydor, Petro
AU  - Vuković, Darko B.
AU  - Škoda, Miroslav
PY  - 2019
UR  - https://dais.sanu.ac.rs/123456789/13409
AB  - Forest fires that occurred in Portugal on June 18, 2017, caused several tens of
human casualties. The cause of their emergence, as well as many others that occurred in western Europe at the same time remained unknown. Taking into account consequences, including loss of human lives and endangerment of ecosystem sustainability, discovering of the forest fires causes is the very significant question. The heliocentric hypothesis has indirectly been tested, according to which charged particles are a possible cause of forest fires. We must point out that it was not possible to verify whether in this specific case the particles by reaching the ground and burning the plant mass create the initial phase of the formation of the flame. Therefore, we have tried to determine whether during the critical period, i. e. from June 15-19 there is a certain statistical connection between certain parameters of the solar wind and meteorological elements. Based on the hourly values of the charged particles flow, a correlation analysis was performed with hourly values of individual meteorological elements including time lag at Monte Real station. The application of the Adaptive Neuro Fuzzy Inference System models has shown that there is a high degree of connection between the flow of protons and the analyzed meteorological elements in Portugal. However, further verification of this hypothesis requires further laboratory testing.
PB  - Belgrade :  Vinča Institute of Nuclear Sciences
T2  - Thermal Science
T1  - Forest fires in Portugal - case study, 18 june 2017
SP  - 73
EP  - 86
VL  - 23
IS  - 1
DO  - 10.2298/TSCI180803251R
UR  - https://hdl.handle.net/21.15107/rcub_dais_13409
ER  - 

@article{
author = "Radovanović, Milan M. and Vyklyuk, Yaroslav and Stevančević, Milan T. and Milenković, Milan Đ and Jakovljević, Dejana M. and Petrović, Marko D. and Malinović-Milićević, Slavica B. and Vuković, Natalia and Vujko, Aleksandra Đ. and Sydor and Yamashkin, Anatoliy and Sydor, Petro and Vuković, Darko B. and Škoda, Miroslav",
year = "2019",
abstract = "Forest fires that occurred in Portugal on June 18, 2017, caused several tens of
human casualties. The cause of their emergence, as well as many others that occurred in western Europe at the same time remained unknown. Taking into account consequences, including loss of human lives and endangerment of ecosystem sustainability, discovering of the forest fires causes is the very significant question. The heliocentric hypothesis has indirectly been tested, according to which charged particles are a possible cause of forest fires. We must point out that it was not possible to verify whether in this specific case the particles by reaching the ground and burning the plant mass create the initial phase of the formation of the flame. Therefore, we have tried to determine whether during the critical period, i. e. from June 15-19 there is a certain statistical connection between certain parameters of the solar wind and meteorological elements. Based on the hourly values of the charged particles flow, a correlation analysis was performed with hourly values of individual meteorological elements including time lag at Monte Real station. The application of the Adaptive Neuro Fuzzy Inference System models has shown that there is a high degree of connection between the flow of protons and the analyzed meteorological elements in Portugal. However, further verification of this hypothesis requires further laboratory testing.",
publisher = "Belgrade :  Vinča Institute of Nuclear Sciences",
journal = "Thermal Science",
title = "Forest fires in Portugal - case study, 18 june 2017",
pages = "73-86",
volume = "23",
number = "1",
doi = "10.2298/TSCI180803251R",
url = "https://hdl.handle.net/21.15107/rcub_dais_13409"
}

Radovanović, M. M., Vyklyuk, Y., Stevančević, M. T., Milenković, M. Đ., Jakovljević, D. M., Petrović, M. D., Malinović-Milićević, S. B., Vuković, N., Vujko, A. Đ., Sydor, Yamashkin, A., Sydor, P., Vuković, D. B.,& Škoda, M.. (2019). Forest fires in Portugal - case study, 18 june 2017. in Thermal Science
Belgrade :  Vinča Institute of Nuclear Sciences., 23(1), 73-86.
https://doi.org/10.2298/TSCI180803251R
https://hdl.handle.net/21.15107/rcub_dais_13409

Radovanović MM, Vyklyuk Y, Stevančević MT, Milenković MĐ, Jakovljević DM, Petrović MD, Malinović-Milićević SB, Vuković N, Vujko AĐ, Sydor, Yamashkin A, Sydor P, Vuković DB, Škoda M. Forest fires in Portugal - case study, 18 june 2017. in Thermal Science. 2019;23(1):73-86.
doi:10.2298/TSCI180803251R
https://hdl.handle.net/21.15107/rcub_dais_13409 .

Radovanović, Milan M., Vyklyuk, Yaroslav, Stevančević, Milan T., Milenković, Milan Đ, Jakovljević, Dejana M., Petrović, Marko D., Malinović-Milićević, Slavica B., Vuković, Natalia, Vujko, Aleksandra Đ., Sydor, Yamashkin, Anatoliy, Sydor, Petro, Vuković, Darko B., Škoda, Miroslav, "Forest fires in Portugal - case study, 18 june 2017" in Thermal Science, 23, no. 1 (2019):73-86,
https://doi.org/10.2298/TSCI180803251R .,
https://hdl.handle.net/21.15107/rcub_dais_13409 .

TY  - JOUR
AU  - Vyklyuk, Yaroslav
AU  - Radovanović, Milan. M.
AU  - Stanojević, Gorica B.
AU  - Milovanović, Boško
AU  - Taras, Leko
AU  - Milenković, Milan
AU  - Petrović, Marko
AU  - Yamashkin, Anatoly A.
AU  - Milanović Pešić, Ana
AU  - Jakovljević, Dejana
AU  - Malinović Milićević, Slavica
PY  - 2018
UR  - https://dais.sanu.ac.rs/123456789/13855
AB  - This research presents improved results on modelling relationship between the flow of charged particles that are coming from the Sun and hurricanes. For establishing eventual link, the methods of Big Data, such as Adaptive Neuro Fuzzy Inference System (ANFIS), Parallel Calculations, Fractal analysis etc., are applied. The parameters of solar activity were used as model input data, while data on hurricane phenomenon were used as model output, and both of these on daily level for May–October in period 1999–2013. The nonlinear R/S analysis was conducted to determine the degree of randomness for time series of input and output parameters. The time lag of 0–10 days was taken into account in the research. It led to growing input parameters up to 99. The problem of finding hidden dependencies in large databases refers to the problems of Data Mining. The ANFIS with Sugeno function of zero order was selected as a method of output fuzzy system. The “brute-force attack” method was used to find the most significant factors from all data. To do this, more than 3 million ANFIS models were tested on Computer Cluster using Parallel Calculation. Within the experiments, eight input factors were calculated as a base for building the final ANFIS models. These models can predict up to 39% of the hurricanes. This means, if causal link exists, approximately every third penetration of charged particles from coronary hole(s) or/and from the energetic region(s) toward the Earth precede the hurricanes.
PB  - Netherlands : Elsevier Ltd.
T2  - Journal of Atmospheric and Solar-Terrestrial Physics
T1  - Hurricane genesis modeling based on the relationship between solar activity and hurricanes II
SP  - 159
EP  - 164
VL  - 180
DO  - 10.1016/j.jastp.2017.09.008
UR  - https://hdl.handle.net/21.15107/rcub_dais_13855
ER  - 

@article{
author = "Vyklyuk, Yaroslav and Radovanović, Milan. M. and Stanojević, Gorica B. and Milovanović, Boško and Taras, Leko and Milenković, Milan and Petrović, Marko and Yamashkin, Anatoly A. and Milanović Pešić, Ana and Jakovljević, Dejana and Malinović Milićević, Slavica",
year = "2018",
abstract = "This research presents improved results on modelling relationship between the flow of charged particles that are coming from the Sun and hurricanes. For establishing eventual link, the methods of Big Data, such as Adaptive Neuro Fuzzy Inference System (ANFIS), Parallel Calculations, Fractal analysis etc., are applied. The parameters of solar activity were used as model input data, while data on hurricane phenomenon were used as model output, and both of these on daily level for May–October in period 1999–2013. The nonlinear R/S analysis was conducted to determine the degree of randomness for time series of input and output parameters. The time lag of 0–10 days was taken into account in the research. It led to growing input parameters up to 99. The problem of finding hidden dependencies in large databases refers to the problems of Data Mining. The ANFIS with Sugeno function of zero order was selected as a method of output fuzzy system. The “brute-force attack” method was used to find the most significant factors from all data. To do this, more than 3 million ANFIS models were tested on Computer Cluster using Parallel Calculation. Within the experiments, eight input factors were calculated as a base for building the final ANFIS models. These models can predict up to 39% of the hurricanes. This means, if causal link exists, approximately every third penetration of charged particles from coronary hole(s) or/and from the energetic region(s) toward the Earth precede the hurricanes.",
publisher = "Netherlands : Elsevier Ltd.",
journal = "Journal of Atmospheric and Solar-Terrestrial Physics",
title = "Hurricane genesis modeling based on the relationship between solar activity and hurricanes II",
pages = "159-164",
volume = "180",
doi = "10.1016/j.jastp.2017.09.008",
url = "https://hdl.handle.net/21.15107/rcub_dais_13855"
}

Vyklyuk, Y., Radovanović, Milan. M., Stanojević, G. B., Milovanović, B., Taras, L., Milenković, M., Petrović, M., Yamashkin, A. A., Milanović Pešić, A., Jakovljević, D.,& Malinović Milićević, S.. (2018). Hurricane genesis modeling based on the relationship between solar activity and hurricanes II. in Journal of Atmospheric and Solar-Terrestrial Physics
Netherlands : Elsevier Ltd.., 180, 159-164.
https://doi.org/10.1016/j.jastp.2017.09.008
https://hdl.handle.net/21.15107/rcub_dais_13855

Vyklyuk Y, Radovanović MM, Stanojević GB, Milovanović B, Taras L, Milenković M, Petrović M, Yamashkin AA, Milanović Pešić A, Jakovljević D, Malinović Milićević S. Hurricane genesis modeling based on the relationship between solar activity and hurricanes II. in Journal of Atmospheric and Solar-Terrestrial Physics. 2018;180:159-164.
doi:10.1016/j.jastp.2017.09.008
https://hdl.handle.net/21.15107/rcub_dais_13855 .

Vyklyuk, Yaroslav, Radovanović, Milan. M., Stanojević, Gorica B., Milovanović, Boško, Taras, Leko, Milenković, Milan, Petrović, Marko, Yamashkin, Anatoly A., Milanović Pešić, Ana, Jakovljević, Dejana, Malinović Milićević, Slavica, "Hurricane genesis modeling based on the relationship between solar activity and hurricanes II" in Journal of Atmospheric and Solar-Terrestrial Physics, 180 (2018):159-164,
https://doi.org/10.1016/j.jastp.2017.09.008 .,
https://hdl.handle.net/21.15107/rcub_dais_13855 .

TY  - JOUR
AU  - Vyklyuk, Yaroslav
AU  - Radovanović, Milan M.
AU  - Milovanović, Boško
AU  - Leko, Taras
AU  - Milenković, Milan
AU  - Milošević, Zoran
AU  - Milanović Pešić, Ana
AU  - Jakovljević, Dejana M.
PY  - 2017
UR  - https://dais.sanu.ac.rs/123456789/1058
AB  - The work examines the potential causative link between the flow of charged particles that are coming from the Sun and hurricanes. For establishing eventual link, the method of correlation analysis is applied, but with the phase shift of 0–5 days. There are nine parameters which are observed as an input, and daily values of the hurricane phenomenon are observed as an output in the period May–October 1999–2013. The results that have been obtained are considerably weak, leading to the need of applying the method of nonlinear analysis. The R/S analysis was conducted to determine the degree of randomness for time series of input and output parameters. The calculated Hurst index of variables X4–X9 is persistent (0.71–0.96). That allows us to conclude that the dynamics of these time series is heavily dependent on the same factors or on each other. Unlike the previous index, we have concluded that the behavior of high-energy protons (X1–X3) and the number of hurricane time series are completely stochastic. The problem of finding hidden dependencies in large databases refers to problems of data mining. The Sugeno function of zero order was selected as a method of output fuzzy system. Bearing in mind the available equipment, the models had to be shortened to the phase shift of 0–3 days. The “brute-force attack” method was used to find the most significant factors from all data. Within the experiments, six input factors were calculated which became the basis for building the final ANFIS models. These models can predict 22–26 % of the hurricanes.
PB  - Springer Netherlands
T2  - Natural Hazards
T1  - Hurricane genesis modelling based on the relationship between solar activity and hurricanes
SP  - 1043
EP  - 1062
VL  - 85
IS  - 2
DO  - 10.1007/s11069-016-2620-6
UR  - https://hdl.handle.net/21.15107/rcub_dais_1058
ER  - 

@article{
author = "Vyklyuk, Yaroslav and Radovanović, Milan M. and Milovanović, Boško and Leko, Taras and Milenković, Milan and Milošević, Zoran and Milanović Pešić, Ana and Jakovljević, Dejana M.",
year = "2017",
abstract = "The work examines the potential causative link between the flow of charged particles that are coming from the Sun and hurricanes. For establishing eventual link, the method of correlation analysis is applied, but with the phase shift of 0–5 days. There are nine parameters which are observed as an input, and daily values of the hurricane phenomenon are observed as an output in the period May–October 1999–2013. The results that have been obtained are considerably weak, leading to the need of applying the method of nonlinear analysis. The R/S analysis was conducted to determine the degree of randomness for time series of input and output parameters. The calculated Hurst index of variables X4–X9 is persistent (0.71–0.96). That allows us to conclude that the dynamics of these time series is heavily dependent on the same factors or on each other. Unlike the previous index, we have concluded that the behavior of high-energy protons (X1–X3) and the number of hurricane time series are completely stochastic. The problem of finding hidden dependencies in large databases refers to problems of data mining. The Sugeno function of zero order was selected as a method of output fuzzy system. Bearing in mind the available equipment, the models had to be shortened to the phase shift of 0–3 days. The “brute-force attack” method was used to find the most significant factors from all data. Within the experiments, six input factors were calculated which became the basis for building the final ANFIS models. These models can predict 22–26 % of the hurricanes.",
publisher = "Springer Netherlands",
journal = "Natural Hazards",
title = "Hurricane genesis modelling based on the relationship between solar activity and hurricanes",
pages = "1043-1062",
volume = "85",
number = "2",
doi = "10.1007/s11069-016-2620-6",
url = "https://hdl.handle.net/21.15107/rcub_dais_1058"
}

Vyklyuk, Y., Radovanović, M. M., Milovanović, B., Leko, T., Milenković, M., Milošević, Z., Milanović Pešić, A.,& Jakovljević, D. M.. (2017). Hurricane genesis modelling based on the relationship between solar activity and hurricanes. in Natural Hazards
Springer Netherlands., 85(2), 1043-1062.
https://doi.org/10.1007/s11069-016-2620-6
https://hdl.handle.net/21.15107/rcub_dais_1058

Vyklyuk Y, Radovanović MM, Milovanović B, Leko T, Milenković M, Milošević Z, Milanović Pešić A, Jakovljević DM. Hurricane genesis modelling based on the relationship between solar activity and hurricanes. in Natural Hazards. 2017;85(2):1043-1062.
doi:10.1007/s11069-016-2620-6
https://hdl.handle.net/21.15107/rcub_dais_1058 .

Vyklyuk, Yaroslav, Radovanović, Milan M., Milovanović, Boško, Leko, Taras, Milenković, Milan, Milošević, Zoran, Milanović Pešić, Ana, Jakovljević, Dejana M., "Hurricane genesis modelling based on the relationship between solar activity and hurricanes" in Natural Hazards, 85, no. 2 (2017):1043-1062,
https://doi.org/10.1007/s11069-016-2620-6 .,
https://hdl.handle.net/21.15107/rcub_dais_1058 .

TY  - JOUR
AU  - Radovanović, Milan M.
AU  - Vyklyuk, Yaroslav
AU  - Malinović-Milićević, Slavica B.
AU  - Jakovljević, Dejana M.
AU  - Pecelj, Milica R.
PY  - 2015
UR  - https://dais.sanu.ac.rs/123456789/13498
AB  - The work examines the potential causative link between the flow of protons, i. e. temperature of the particles that are coming from the Sun and forest fires in the USA. For determination of the degree of randomness for time series of input (temperature of protons) and output parameters (number of forest fires), the R/S analysis is conducted. The analysis of fractal dimension provides us an opportunity to compare self-similar processes in the influx of protons and the time series of forest fires flashes. Therefore we developed and conducted the sensitivity analysis of model based on hybrid neural networks ANFIS. As the calculations showed, only 16% of the real forest flashes cannot be predicted by the model.
PB  - Belgrade :  Vinča Institute of Nuclear Sciences
T2  - Thermal Science
T1  - Modelling of forest fires time evolution in the USA on the basis of long term variations and dynamics of the temperature of the solar wind protons
SP  - 437
EP  - 444
VL  - 19
IS  - 2
DO  - 10.2298/TSCI141103150R
UR  - https://hdl.handle.net/21.15107/rcub_dais_13498
ER  - 

@article{
author = "Radovanović, Milan M. and Vyklyuk, Yaroslav and Malinović-Milićević, Slavica B. and Jakovljević, Dejana M. and Pecelj, Milica R.",
year = "2015",
abstract = "The work examines the potential causative link between the flow of protons, i. e. temperature of the particles that are coming from the Sun and forest fires in the USA. For determination of the degree of randomness for time series of input (temperature of protons) and output parameters (number of forest fires), the R/S analysis is conducted. The analysis of fractal dimension provides us an opportunity to compare self-similar processes in the influx of protons and the time series of forest fires flashes. Therefore we developed and conducted the sensitivity analysis of model based on hybrid neural networks ANFIS. As the calculations showed, only 16% of the real forest flashes cannot be predicted by the model.",
publisher = "Belgrade :  Vinča Institute of Nuclear Sciences",
journal = "Thermal Science",
title = "Modelling of forest fires time evolution in the USA on the basis of long term variations and dynamics of the temperature of the solar wind protons",
pages = "437-444",
volume = "19",
number = "2",
doi = "10.2298/TSCI141103150R",
url = "https://hdl.handle.net/21.15107/rcub_dais_13498"
}

Radovanović, M. M., Vyklyuk, Y., Malinović-Milićević, S. B., Jakovljević, D. M.,& Pecelj, M. R.. (2015). Modelling of forest fires time evolution in the USA on the basis of long term variations and dynamics of the temperature of the solar wind protons. in Thermal Science
Belgrade :  Vinča Institute of Nuclear Sciences., 19(2), 437-444.
https://doi.org/10.2298/TSCI141103150R
https://hdl.handle.net/21.15107/rcub_dais_13498

Radovanović MM, Vyklyuk Y, Malinović-Milićević SB, Jakovljević DM, Pecelj MR. Modelling of forest fires time evolution in the USA on the basis of long term variations and dynamics of the temperature of the solar wind protons. in Thermal Science. 2015;19(2):437-444.
doi:10.2298/TSCI141103150R
https://hdl.handle.net/21.15107/rcub_dais_13498 .

Radovanović, Milan M., Vyklyuk, Yaroslav, Malinović-Milićević, Slavica B., Jakovljević, Dejana M., Pecelj, Milica R., "Modelling of forest fires time evolution in the USA on the basis of long term variations and dynamics of the temperature of the solar wind protons" in Thermal Science, 19, no. 2 (2015):437-444,
https://doi.org/10.2298/TSCI141103150R .,
https://hdl.handle.net/21.15107/rcub_dais_13498 .

TY  - JOUR
AU  - Walker, David J.
AU  - Jakovljević, Dejana M.
AU  - Savić, Dragan
AU  - Radovanović, Milan M.
PY  - 2015
UR  - https://dais.sanu.ac.rs/123456789/2282
AB  - River quality analysis is an important activity which, in Serbia, has been performed using the Serbian Water Quality Index (SWQI). This is a measure based on a weighted aggregation of 10 water quality parameters. In this work, alternative methods drawing on visualisation approaches used in multi-criterion decision analysis are applied to the problem of evaluating river quality in the Danube. Two methods are considered: one which constructs a graph using the dominance relation combined with a further multi-criterion ranking method, average rank, and the other in which the dimensionality of the data is reduced using PCA for visualisation. Results for data collected in 2010 are analysed and compared with the corresponding SWQI values for the river in that year, and we find that by employing these methods it is possible to reveal more information within the data than is possible by using SWQI alone.
PB  - Elsevier
T2  - Source Water Research
T1  - Multi-criterion Water Quality Analysis of the Danube River in Serbia: A Visualisation Approach
SP  - 158
EP  - 172
VL  - 79
DO  - 10.1016/j.watres.2015.03.020
UR  - https://hdl.handle.net/21.15107/rcub_dais_2282
ER  - 

@article{
author = "Walker, David J. and Jakovljević, Dejana M. and Savić, Dragan and Radovanović, Milan M.",
year = "2015",
abstract = "River quality analysis is an important activity which, in Serbia, has been performed using the Serbian Water Quality Index (SWQI). This is a measure based on a weighted aggregation of 10 water quality parameters. In this work, alternative methods drawing on visualisation approaches used in multi-criterion decision analysis are applied to the problem of evaluating river quality in the Danube. Two methods are considered: one which constructs a graph using the dominance relation combined with a further multi-criterion ranking method, average rank, and the other in which the dimensionality of the data is reduced using PCA for visualisation. Results for data collected in 2010 are analysed and compared with the corresponding SWQI values for the river in that year, and we find that by employing these methods it is possible to reveal more information within the data than is possible by using SWQI alone.",
publisher = "Elsevier",
journal = "Source Water Research",
title = "Multi-criterion Water Quality Analysis of the Danube River in Serbia: A Visualisation Approach",
pages = "158-172",
volume = "79",
doi = "10.1016/j.watres.2015.03.020",
url = "https://hdl.handle.net/21.15107/rcub_dais_2282"
}

Walker, D. J., Jakovljević, D. M., Savić, D.,& Radovanović, M. M.. (2015). Multi-criterion Water Quality Analysis of the Danube River in Serbia: A Visualisation Approach. in Source Water Research
Elsevier., 79, 158-172.
https://doi.org/10.1016/j.watres.2015.03.020
https://hdl.handle.net/21.15107/rcub_dais_2282

Walker DJ, Jakovljević DM, Savić D, Radovanović MM. Multi-criterion Water Quality Analysis of the Danube River in Serbia: A Visualisation Approach. in Source Water Research. 2015;79:158-172.
doi:10.1016/j.watres.2015.03.020
https://hdl.handle.net/21.15107/rcub_dais_2282 .

Walker, David J., Jakovljević, Dejana M., Savić, Dragan, Radovanović, Milan M., "Multi-criterion Water Quality Analysis of the Danube River in Serbia: A Visualisation Approach" in Source Water Research, 79 (2015):158-172,
https://doi.org/10.1016/j.watres.2015.03.020 .,
https://hdl.handle.net/21.15107/rcub_dais_2282 .

TY  - THES
AU  - Jakovljević, Dejana M.
PY  - 2015
UR  - http://eteze.bg.ac.rs/application/showtheses?thesesId=3155
UR  - https://fedorabg.bg.ac.rs/fedora/get/o:11478/bdef:Content/download
UR  - http://vbs.rs/scripts/cobiss?command=DISPLAY&base=70036&RID=47555855
UR  - http://nardus.mpn.gov.rs/123456789/5757
UR  - https://dais.sanu.ac.rs/123456789/1608
AB  - Основни циљ рада је утврђивање међузависности геоеколошких детерминанти, као и могућности примене одговарајућих мера заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине.Примењена је специфична методологија, на основу које је анализиран квалитет воде са више аспеката и за различиту употребу. Предложен је геоеколошки моделкао резултат анализе геоеколошких детерминанти, који се може даље разрађиватии користити за процену постојећег стања одрживог развоја АП Војводине.Геоеколошке детерминанте су анализиране са аспекта климе, хидрологије, рељефа, земљишта, живог света и социо-економске компоненте. Потврђен јењихов позитиван и негативан утицај на одрживи развој испитиваног подручја, каои њихова комплексност и међузависност. Повезаност геоеколошких детерминанти огледа се у честој смени суша и поплава (поред водећих климатских, на ове појаве утичу геолошке, геоморфолошке и педолошке детерминанте), деградацији земљишта (утицај геолошких и геоморфолошких карактеристика), као и загађењу вода (осим доминантног антропогеног фактора, присутни су и климатски,геоморфолошки и педолошки утицаји). Предложени геоеколошки модел, који је састављен на основу ових детерминанти и њиховoг утицаја на одрживи развој сесастоји из следећих компоненти: степен суше (на основу Индекса аномалија падавина, енг. Rainfall Anomaly Index – RAI), пољопривредно земљиште угрожено поплавама, укупан квалитет воде (на основу Српског индекса квалитета воде –SWQI и Canadian Water Quality Index – CWQI), квалитет воде за потребепољопривреде (на основу Agri-food Water Quality Index – AFWQI), квалитетземљишта (на основу Soil Quality Index – SoQI), индекс биодиверзитета (на основу...
AB  - The main aim of the study is to define the geoecological determinants interdependence as well as possibility of relevant measures implementation for protection and revitalization of water courses in the terms of sustainable development of AP Vojvodina. Specific methodology, applied in the study was used for water quality analyses from many aspects and for different purposes. Geoecological model was recommended as the result of geoecological determinants analyses, which could be further elaborated and used for assessment of current sustainable development state of AP Vojvodina. Geoecological determinants were analyzed from the aspects of climate,hydrology, relief, soil, living organisms and social–economic components. It was confirmed their positive and negative impact on sustainable development of studied area, as well as their complexity and interdependence. Correlation of geoecological determinants reflects in the frequent exchanges of droughts and floods (besides leading climate, these events are impacted by geological, geomorphological and pedological determinants), soil degradation (impact of geological and geomorphological chacarcteristics), as well as water pollution (besides dominant anthropogenic factor,climate, geomorphology and pedology also have influence). Recommended geoecological model, which is constructed on the basis of these determinants and their influence on the sustainable development consists from the following components:drought grade (based on Rainfall Anomaly Index – RAI), agricultural land threatened by floods, overall water quality (based on Serbian Water Quality Index – SWQI and Canadian Water Quality Index – CWQI), water quality for agricultural use (based on...
PB  - Универзитет у Београду, Географски факултет
T2  - Универзитет у Београду
T1  - Геоеколошке детерминанте заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине
T1  - Geoecological determinants of the protection and revitalization of water.
UR  - https://hdl.handle.net/21.15107/rcub_dais_1608
ER  - 

@phdthesis{
author = "Jakovljević, Dejana M.",
year = "2015",
abstract = "Основни циљ рада је утврђивање међузависности геоеколошких детерминанти, као и могућности примене одговарајућих мера заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине.Примењена је специфична методологија, на основу које је анализиран квалитет воде са више аспеката и за различиту употребу. Предложен је геоеколошки моделкао резултат анализе геоеколошких детерминанти, који се може даље разрађиватии користити за процену постојећег стања одрживог развоја АП Војводине.Геоеколошке детерминанте су анализиране са аспекта климе, хидрологије, рељефа, земљишта, живог света и социо-економске компоненте. Потврђен јењихов позитиван и негативан утицај на одрживи развој испитиваног подручја, каои њихова комплексност и међузависност. Повезаност геоеколошких детерминанти огледа се у честој смени суша и поплава (поред водећих климатских, на ове појаве утичу геолошке, геоморфолошке и педолошке детерминанте), деградацији земљишта (утицај геолошких и геоморфолошких карактеристика), као и загађењу вода (осим доминантног антропогеног фактора, присутни су и климатски,геоморфолошки и педолошки утицаји). Предложени геоеколошки модел, који је састављен на основу ових детерминанти и њиховoг утицаја на одрживи развој сесастоји из следећих компоненти: степен суше (на основу Индекса аномалија падавина, енг. Rainfall Anomaly Index – RAI), пољопривредно земљиште угрожено поплавама, укупан квалитет воде (на основу Српског индекса квалитета воде –SWQI и Canadian Water Quality Index – CWQI), квалитет воде за потребепољопривреде (на основу Agri-food Water Quality Index – AFWQI), квалитетземљишта (на основу Soil Quality Index – SoQI), индекс биодиверзитета (на основу..., The main aim of the study is to define the geoecological determinants interdependence as well as possibility of relevant measures implementation for protection and revitalization of water courses in the terms of sustainable development of AP Vojvodina. Specific methodology, applied in the study was used for water quality analyses from many aspects and for different purposes. Geoecological model was recommended as the result of geoecological determinants analyses, which could be further elaborated and used for assessment of current sustainable development state of AP Vojvodina. Geoecological determinants were analyzed from the aspects of climate,hydrology, relief, soil, living organisms and social–economic components. It was confirmed their positive and negative impact on sustainable development of studied area, as well as their complexity and interdependence. Correlation of geoecological determinants reflects in the frequent exchanges of droughts and floods (besides leading climate, these events are impacted by geological, geomorphological and pedological determinants), soil degradation (impact of geological and geomorphological chacarcteristics), as well as water pollution (besides dominant anthropogenic factor,climate, geomorphology and pedology also have influence). Recommended geoecological model, which is constructed on the basis of these determinants and their influence on the sustainable development consists from the following components:drought grade (based on Rainfall Anomaly Index – RAI), agricultural land threatened by floods, overall water quality (based on Serbian Water Quality Index – SWQI and Canadian Water Quality Index – CWQI), water quality for agricultural use (based on...",
publisher = "Универзитет у Београду, Географски факултет",
journal = "Универзитет у Београду",
title = "Геоеколошке детерминанте заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине, Geoecological determinants of the protection and revitalization of water.",
url = "https://hdl.handle.net/21.15107/rcub_dais_1608"
}

Jakovljević, D. M.. (2015). Геоеколошке детерминанте заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине. in Универзитет у Београду
Универзитет у Београду, Географски факултет..
https://hdl.handle.net/21.15107/rcub_dais_1608

Jakovljević DM. Геоеколошке детерминанте заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине. in Универзитет у Београду. 2015;.
https://hdl.handle.net/21.15107/rcub_dais_1608 .

Jakovljević, Dejana M., "Геоеколошке детерминанте заштите и ревитализације текућих вода у функцији одрживог развоја АП Војводине" in Универзитет у Београду (2015),
https://hdl.handle.net/21.15107/rcub_dais_1608 .