Petrović, Marko D.

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orcid::0000-0002-6561-0307
  • Petrović, Marko D. (7)
  • Petrović, Marko (1)

Author's Bibliography

Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods

Malinović-Milićević, Slavica; Radovanović, Milan M.; Radenković, Sonja D.; Vyklyuk, Yaroslav; Milovanović, Boško; Milanović Pešić, Ana; Milenković, Milan; Popović, Vladimir; Petrović, Marko; Sydor, Petro; Gajić, Mirjana

(Basel : MDPI, 2023)

TY  - JOUR
AU  - Malinović-Milićević, Slavica
AU  - Radovanović, Milan M.
AU  - Radenković, Sonja D.
AU  - Vyklyuk, Yaroslav
AU  - Milovanović, Boško
AU  - Milanović Pešić, Ana
AU  - Milenković, Milan
AU  - Popović, Vladimir
AU  - Petrović, Marko
AU  - Sydor, Petro
AU  - Gajić, Mirjana
PY  - 2023
UR  - https://dais.sanu.ac.rs/123456789/14049
UR  - http://gery.gef.bg.ac.rs/handle/123456789/1720
AB  - This research is devoted to the determination of hidden dependencies between the flow of particles that come from the Sun and precipitation-induced floods in the United Kingdom (UK). The analysis covers 20 flood events during the period from October 2001 to December 2019. The parameters of solar activity were used as model input data, while precipitations data in the period 10 days before and during each flood event were used as model output. The time lag of 0–9 days was taken into account in the research. Correlation analysis was conducted to determine the degree of randomness for the time series of input and output parameters. For establishing a potential causative link, machine learning classification predictive modeling was applied. Two approaches, the decision tree, and the random forest were used. We analyzed the accuracy of classification models forecast from 0 to 9 days in advance. It was found that the most important factors for flood forecasting are proton density with a time lag of 9, differential proton flux in the range of 310–580 keV, and ion temperature. Research in this paper has shown that the decision tree model is more accurate and adequate in predicting the appearance of precipitation-induced floods up to 9 days ahead with an accuracy of 91%. The results of this study confirmed that by increasing technical capabilities, using improved machine learning techniques and large data sets, it is possible to improve the understanding of the physical link between the solar wind and tropospheric weather and help improve severe weather forecasting.
PB  - Basel : MDPI
T2  - Mathematics
T1  - Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods
VL  - 11
IS  - 4
SP  - 795
DO  - 10.3390/MATH11040795
ER  - 
@article{
author = "Malinović-Milićević, Slavica and Radovanović, Milan M. and Radenković, Sonja D. and Vyklyuk, Yaroslav and Milovanović, Boško and Milanović Pešić, Ana and Milenković, Milan and Popović, Vladimir and Petrović, Marko and Sydor, Petro and Gajić, Mirjana",
year = "2023",
abstract = "This research is devoted to the determination of hidden dependencies between the flow of particles that come from the Sun and precipitation-induced floods in the United Kingdom (UK). The analysis covers 20 flood events during the period from October 2001 to December 2019. The parameters of solar activity were used as model input data, while precipitations data in the period 10 days before and during each flood event were used as model output. The time lag of 0–9 days was taken into account in the research. Correlation analysis was conducted to determine the degree of randomness for the time series of input and output parameters. For establishing a potential causative link, machine learning classification predictive modeling was applied. Two approaches, the decision tree, and the random forest were used. We analyzed the accuracy of classification models forecast from 0 to 9 days in advance. It was found that the most important factors for flood forecasting are proton density with a time lag of 9, differential proton flux in the range of 310–580 keV, and ion temperature. Research in this paper has shown that the decision tree model is more accurate and adequate in predicting the appearance of precipitation-induced floods up to 9 days ahead with an accuracy of 91%. The results of this study confirmed that by increasing technical capabilities, using improved machine learning techniques and large data sets, it is possible to improve the understanding of the physical link between the solar wind and tropospheric weather and help improve severe weather forecasting.",
publisher = "Basel : MDPI",
journal = "Mathematics",
title = "Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods",
volume = "11",
number = "4",
pages = "795",
doi = "10.3390/MATH11040795"
}
Malinović-Milićević, S., Radovanović, M. M., Radenković, S. D., Vyklyuk, Y., Milovanović, B., Milanović Pešić, A., Milenković, M., Popović, V., Petrović, M., Sydor, P.,& Gajić, M.. (2023). Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods. in Mathematics
Basel : MDPI., 11(4), 795.
https://doi.org/10.3390/MATH11040795
Malinović-Milićević S, Radovanović MM, Radenković SD, Vyklyuk Y, Milovanović B, Milanović Pešić A, Milenković M, Popović V, Petrović M, Sydor P, Gajić M. Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods. in Mathematics. 2023;11(4):795.
doi:10.3390/MATH11040795 .
Malinović-Milićević, Slavica, Radovanović, Milan M., Radenković, Sonja D., Vyklyuk, Yaroslav, Milovanović, Boško, Milanović Pešić, Ana, Milenković, Milan, Popović, Vladimir, Petrović, Marko, Sydor, Petro, Gajić, Mirjana, "Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods" in Mathematics, 11, no. 4 (2023):795,
https://doi.org/10.3390/MATH11040795 . .
9
2
3

Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists

Blešić, Ivana; Ivkov, Milan; Tepavčević, Jelena; Popov Raljić, Jovanka; Petrović, Marko D.; Gajić, Tamara; Tretiakova, Tatiana N.; Syromiatnikova, Julia A.; Demirović Bajrami, Dunja; Aleksić, Milica; Vujačić, Duško; Kričković, Emina; Radojković, Milan; Morar, Cezar; Lukić, Tin

(Basel : MDPI, 2022)

TY  - JOUR
AU  - Blešić, Ivana
AU  - Ivkov, Milan
AU  - Tepavčević, Jelena
AU  - Popov Raljić, Jovanka
AU  - Petrović, Marko D.
AU  - Gajić, Tamara
AU  - Tretiakova, Tatiana N.
AU  - Syromiatnikova, Julia A.
AU  - Demirović Bajrami, Dunja
AU  - Aleksić, Milica
AU  - Vujačić, Duško
AU  - Kričković, Emina
AU  - Radojković, Milan
AU  - Morar, Cezar
AU  - Lukić, Tin
PY  - 2022
UR  - http://gery.gef.bg.ac.rs/handle/123456789/1224
AB  - In terms of climate related security risks, the region of South-Eastern Europe (SEE) can be identified as one of the world’s hot spots. As weather-related hazards continue to increase in num-bers and spatial distribution, risk perception in the tourism industry becomes even more important. Additionally, people’s  perception of natural hazards is one of  the key elements in their decision-making process when choosing a travel destination. Although a vast number of studies have exam-ined aspects of risk perception, an integrated approach which considers both objective and subjec-tive factors related to the  tourism  industry  and hydro-meteorological hazards remains relatively scarce. This pioneering study inspects the causality between objective perceived  risks,  as  well  as subjective risk factors. A methodological approach and the obtained results present a certain nov-elty  since  the  previous  conceptualized  Psychological  Preparedness  for  Disaster  Threat  Scale (PPDTS) was applied for the first time in the tourism industry. The obtained results reveal the pres-ence of a statistically significant relationship between objective risks and certain subjective risk fac-tors (gender, age, education, prior experience, anticipation, and awareness). Therefore, this study may offer a conceptual platform for both theoretical  and practical implications for enhanced  ap-proaches oriented toward more qualitative risk management at a given travel destination, in regions prone to hydro-meteorological hazards.
PB  - Basel : MDPI
T2  - Atmosphere
T1  - Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists
VL  - 13
IS  - 10
SP  - 1671
DO  - 10.3390/atmos13101671
ER  - 
@article{
author = "Blešić, Ivana and Ivkov, Milan and Tepavčević, Jelena and Popov Raljić, Jovanka and Petrović, Marko D. and Gajić, Tamara and Tretiakova, Tatiana N. and Syromiatnikova, Julia A. and Demirović Bajrami, Dunja and Aleksić, Milica and Vujačić, Duško and Kričković, Emina and Radojković, Milan and Morar, Cezar and Lukić, Tin",
year = "2022",
abstract = "In terms of climate related security risks, the region of South-Eastern Europe (SEE) can be identified as one of the world’s hot spots. As weather-related hazards continue to increase in num-bers and spatial distribution, risk perception in the tourism industry becomes even more important. Additionally, people’s  perception of natural hazards is one of  the key elements in their decision-making process when choosing a travel destination. Although a vast number of studies have exam-ined aspects of risk perception, an integrated approach which considers both objective and subjec-tive factors related to the  tourism  industry  and hydro-meteorological hazards remains relatively scarce. This pioneering study inspects the causality between objective perceived  risks,  as  well  as subjective risk factors. A methodological approach and the obtained results present a certain nov-elty  since  the  previous  conceptualized  Psychological  Preparedness  for  Disaster  Threat  Scale (PPDTS) was applied for the first time in the tourism industry. The obtained results reveal the pres-ence of a statistically significant relationship between objective risks and certain subjective risk fac-tors (gender, age, education, prior experience, anticipation, and awareness). Therefore, this study may offer a conceptual platform for both theoretical  and practical implications for enhanced  ap-proaches oriented toward more qualitative risk management at a given travel destination, in regions prone to hydro-meteorological hazards.",
publisher = "Basel : MDPI",
journal = "Atmosphere",
title = "Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists",
volume = "13",
number = "10",
pages = "1671",
doi = "10.3390/atmos13101671"
}
Blešić, I., Ivkov, M., Tepavčević, J., Popov Raljić, J., Petrović, M. D., Gajić, T., Tretiakova, T. N., Syromiatnikova, J. A., Demirović Bajrami, D., Aleksić, M., Vujačić, D., Kričković, E., Radojković, M., Morar, C.,& Lukić, T.. (2022). Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists. in Atmosphere
Basel : MDPI., 13(10), 1671.
https://doi.org/10.3390/atmos13101671
Blešić I, Ivkov M, Tepavčević J, Popov Raljić J, Petrović MD, Gajić T, Tretiakova TN, Syromiatnikova JA, Demirović Bajrami D, Aleksić M, Vujačić D, Kričković E, Radojković M, Morar C, Lukić T. Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists. in Atmosphere. 2022;13(10):1671.
doi:10.3390/atmos13101671 .
Blešić, Ivana, Ivkov, Milan, Tepavčević, Jelena, Popov Raljić, Jovanka, Petrović, Marko D., Gajić, Tamara, Tretiakova, Tatiana N., Syromiatnikova, Julia A., Demirović Bajrami, Dunja, Aleksić, Milica, Vujačić, Duško, Kričković, Emina, Radojković, Milan, Morar, Cezar, Lukić, Tin, "Risky Travel? Subjective vs. Objective Perceived Risks in Travel Behaviour—Influence of Hydro-Meteorological Hazards in South-Eastern Europe on Serbian Tourists" in Atmosphere, 13, no. 10 (2022):1671,
https://doi.org/10.3390/atmos13101671 . .
1
12
8

Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations

Gajić, Tamara; Vukolić, Dragan; Petrović, Marko D.; Blešić, Ivana; Zrnić, Miloš; Cvijanović, Drago; Sekulić, Dejan; Spasojević, Ana; Obradović, Maja; Obradović, Ana; Savić, Ilija; Jovanović, Jasmina M.; Gajić, Mirjana; Lukić, Dobrila; Anđelković, Željko

(Basel : MDPI, 2022)

TY  - JOUR
AU  - Gajić, Tamara
AU  - Vukolić, Dragan
AU  - Petrović, Marko D.
AU  - Blešić, Ivana
AU  - Zrnić, Miloš
AU  - Cvijanović, Drago
AU  - Sekulić, Dejan
AU  - Spasojević, Ana
AU  - Obradović, Maja
AU  - Obradović, Ana
AU  - Savić, Ilija
AU  - Jovanović, Jasmina M.
AU  - Gajić, Mirjana
AU  - Lukić, Dobrila
AU  - Anđelković, Željko
PY  - 2022
UR  - http://gery.gef.bg.ac.rs/handle/123456789/1416
AB  - The primary goal of this paper was to investigate the strength of the influence of different types of risk on the travelers’ intention to visit destinations in future, that are, prejudiced due to COVID-19, marked as “stigmatized”, “isolated”, or “risky destinations”. Field interview research was conducted at the “Belgrade Nikola Tesla Airport” (Serbia). The results obtained by multiple regression analysis showed that all types of risks influenced the intention of travelers, with financial risk showing a more significant impact. Canonical discriminant analysis indicated that men were most afraid of human induced risk, service quality risk, natural disaster and COVID-19 risk, and they chose safer destinations. Among the women, the biggest fear was financial risk, socio-psychological risk, and food safety risk. Older respondents and those under the influence of external factors decided on safer destinations, while financial status did not play a significant role in predicting the choice of destination. The selection of the destination according to the degree of security was determined by the ordinal regression methodology. The entire research presents a certain novelty, because so far in the numerous studies on the topic of the negative consequences of COVID-19 on tourism, there has been no discussion of stigmatized or risky destinations that received that epithet, and were therefore negatively and unfairly marked in the minds of tourists for future visits.
PB  - Basel : MDPI
T2  - Sustainability
T1  - Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations
VL  - 14
IS  - 23
SP  - 15530
DO  - 10.3390/su142315530
ER  - 
@article{
author = "Gajić, Tamara and Vukolić, Dragan and Petrović, Marko D. and Blešić, Ivana and Zrnić, Miloš and Cvijanović, Drago and Sekulić, Dejan and Spasojević, Ana and Obradović, Maja and Obradović, Ana and Savić, Ilija and Jovanović, Jasmina M. and Gajić, Mirjana and Lukić, Dobrila and Anđelković, Željko",
year = "2022",
abstract = "The primary goal of this paper was to investigate the strength of the influence of different types of risk on the travelers’ intention to visit destinations in future, that are, prejudiced due to COVID-19, marked as “stigmatized”, “isolated”, or “risky destinations”. Field interview research was conducted at the “Belgrade Nikola Tesla Airport” (Serbia). The results obtained by multiple regression analysis showed that all types of risks influenced the intention of travelers, with financial risk showing a more significant impact. Canonical discriminant analysis indicated that men were most afraid of human induced risk, service quality risk, natural disaster and COVID-19 risk, and they chose safer destinations. Among the women, the biggest fear was financial risk, socio-psychological risk, and food safety risk. Older respondents and those under the influence of external factors decided on safer destinations, while financial status did not play a significant role in predicting the choice of destination. The selection of the destination according to the degree of security was determined by the ordinal regression methodology. The entire research presents a certain novelty, because so far in the numerous studies on the topic of the negative consequences of COVID-19 on tourism, there has been no discussion of stigmatized or risky destinations that received that epithet, and were therefore negatively and unfairly marked in the minds of tourists for future visits.",
publisher = "Basel : MDPI",
journal = "Sustainability",
title = "Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations",
volume = "14",
number = "23",
pages = "15530",
doi = "10.3390/su142315530"
}
Gajić, T., Vukolić, D., Petrović, M. D., Blešić, I., Zrnić, M., Cvijanović, D., Sekulić, D., Spasojević, A., Obradović, M., Obradović, A., Savić, I., Jovanović, J. M., Gajić, M., Lukić, D.,& Anđelković, Ž.. (2022). Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations. in Sustainability
Basel : MDPI., 14(23), 15530.
https://doi.org/10.3390/su142315530
Gajić T, Vukolić D, Petrović MD, Blešić I, Zrnić M, Cvijanović D, Sekulić D, Spasojević A, Obradović M, Obradović A, Savić I, Jovanović JM, Gajić M, Lukić D, Anđelković Ž. Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations. in Sustainability. 2022;14(23):15530.
doi:10.3390/su142315530 .
Gajić, Tamara, Vukolić, Dragan, Petrović, Marko D., Blešić, Ivana, Zrnić, Miloš, Cvijanović, Drago, Sekulić, Dejan, Spasojević, Ana, Obradović, Maja, Obradović, Ana, Savić, Ilija, Jovanović, Jasmina M., Gajić, Mirjana, Lukić, Dobrila, Anđelković, Željko, "Risks in the Role of Co-Creating the Future of Tourism in “Stigmatized” Destinations" in Sustainability, 14, no. 23 (2022):15530,
https://doi.org/10.3390/su142315530 . .
7
6

Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions

Demirović, Bajrami, D.; Terzić, Aleksandra; Petrović, Marko D.; Radovanović, Milan; Tretiakova, T.N.; Hadud, Abosa

(Elsevier Ltd, 2021)

TY  - JOUR
AU  - Demirović, Bajrami, D.
AU  - Terzić, Aleksandra
AU  - Petrović, Marko D.
AU  - Radovanović, Milan
AU  - Tretiakova, T.N.
AU  - Hadud, Abosa
PY  - 2021
UR  - https://gery.gef.bg.ac.rs/handle/123456789/1092
AB  - A crisis caused by COVID-19 pandemic affected the whole world leaving long-lasting effects on almost every aspect of human lives. The aim of this study was to test how different effects of COVID-19, expressed through job insecurity, employees' health complaints occurred during isolation, risk-taking behavior at workplace and changes in the organization, may impact work-related attitudes (job motivation and job satisfaction) and turnover intentions of the employees in hospitality industry. Based on the data collected from 624 hospitality workers from Serbia, the results indicated that job insecurity and changes in the organization were predictors of all outcomes, in a negative direction, while risk-taking behavior acted as a predictor of job satisfaction only, also in a negative direction. The significance of demographic characteristics, as control variables, showed that age and marital status had significant impact on job motivation and turnover intentions. The theoretical and practical implications were discussed.
PB  - Elsevier Ltd
T2  - International Journal of Hospitality Management
T1  - Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions
DO  - 10.1016/j.ijhm.2020.102754
UR  - https://hdl.handle.net/21.15107/rcub_gery_1092
ER  - 
@article{
author = "Demirović, Bajrami, D. and Terzić, Aleksandra and Petrović, Marko D. and Radovanović, Milan and Tretiakova, T.N. and Hadud, Abosa",
year = "2021",
abstract = "A crisis caused by COVID-19 pandemic affected the whole world leaving long-lasting effects on almost every aspect of human lives. The aim of this study was to test how different effects of COVID-19, expressed through job insecurity, employees' health complaints occurred during isolation, risk-taking behavior at workplace and changes in the organization, may impact work-related attitudes (job motivation and job satisfaction) and turnover intentions of the employees in hospitality industry. Based on the data collected from 624 hospitality workers from Serbia, the results indicated that job insecurity and changes in the organization were predictors of all outcomes, in a negative direction, while risk-taking behavior acted as a predictor of job satisfaction only, also in a negative direction. The significance of demographic characteristics, as control variables, showed that age and marital status had significant impact on job motivation and turnover intentions. The theoretical and practical implications were discussed.",
publisher = "Elsevier Ltd",
journal = "International Journal of Hospitality Management",
title = "Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions",
doi = "10.1016/j.ijhm.2020.102754",
url = "https://hdl.handle.net/21.15107/rcub_gery_1092"
}
Demirović, B. D., Terzić, A., Petrović, M. D., Radovanović, M., Tretiakova, T.N.,& Hadud, A.. (2021). Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions. in International Journal of Hospitality Management
Elsevier Ltd..
https://doi.org/10.1016/j.ijhm.2020.102754
https://hdl.handle.net/21.15107/rcub_gery_1092
Demirović BD, Terzić A, Petrović MD, Radovanović M, Tretiakova T, Hadud A. Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions. in International Journal of Hospitality Management. 2021;.
doi:10.1016/j.ijhm.2020.102754
https://hdl.handle.net/21.15107/rcub_gery_1092 .
Demirović, Bajrami, D., Terzić, Aleksandra, Petrović, Marko D., Radovanović, Milan, Tretiakova, T.N., Hadud, Abosa, "Will we have the same employees in hospitality after all? The impact of COVID-19 on employees' work attitudes and turnover intentions" in International Journal of Hospitality Management (2021),
https://doi.org/10.1016/j.ijhm.2020.102754 .,
https://hdl.handle.net/21.15107/rcub_gery_1092 .
159
25
147

Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece

Vyklyuk, Yaroslav; Radovanović, Milan; Stanojević, Gorica; Petrović, Marko D.; Ćurčić, Nina; Milenković, Milan; Malinović-Miličević, Slavica; Milovanović, Boško; Yamashkin, Anatoly A.; Milanović-Pešić, Ana; Lukić, Dobrila; Gajić, Mirjana

(Basel : MDPI, 2020)

TY  - JOUR
AU  - Vyklyuk, Yaroslav
AU  - Radovanović, Milan
AU  - Stanojević, Gorica
AU  - Petrović, Marko D.
AU  - Ćurčić, Nina
AU  - Milenković, Milan
AU  - Malinović-Miličević, Slavica
AU  - Milovanović, Boško
AU  - Yamashkin, Anatoly A.
AU  - Milanović-Pešić, Ana
AU  - Lukić, Dobrila
AU  - Gajić, Mirjana
PY  - 2020
UR  - https://gery.gef.bg.ac.rs/handle/123456789/1072
AB  - The impact of solar activity on environmental processes is difficult to understand and complex for empirical modeling. This study aimed to establish forecast models of the meteorological conditions in the forest fire areas based on the solar activity parameters applying the neural networks approach. During July and August 2018, severe forest fires simultaneously occurred in the State of California (USA), Portugal, and Greece. Air temperature and humidity data together with solar parameters (integral flux of solar protons, differential electron flux and proton flux, solar wind plasma parameters, and solar radio flux at 10.7 cm data) were used in long short-term memory (LSTM) recurrent neural network ensembles. It is found that solar activity mostly affects the humidity for two stations in California and Portugal (an increase in the integral flux of solar protons of > 30 MeV by 10% increases the humidity by 3.25%, 1.65%, and 1.57%, respectively). Furthermore, an increase in air temperature of 10% increases the humidity by 2.55%, 2.01%, and 0.26%, respectively. It is shown that temperature is less sensitive to changes in solar parameters but depends on previous conditions (previous increase of 10% increases the current temperature by 0.75%, 0.34%, and 0.33%, respectively). Humidity in Greece is mostly impacted by solar flux F10.7 cm and previous values of humidity. An increase in these factors by 10% will lead to a decrease in the humidity of 3.89% or an increase of 1.31%, while air temperature mostly depends on ion temperature. If this factor increases by 10%, it will lead to air temperature rising by 0.42%.
PB  - Basel : MDPI
T2  - Sustainability
T1  - Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece
VL  - 12
IS  - 24
DO  - 10.3390/su122410261
UR  - https://hdl.handle.net/21.15107/rcub_gery_1072
ER  - 
@article{
author = "Vyklyuk, Yaroslav and Radovanović, Milan and Stanojević, Gorica and Petrović, Marko D. and Ćurčić, Nina and Milenković, Milan and Malinović-Miličević, Slavica and Milovanović, Boško and Yamashkin, Anatoly A. and Milanović-Pešić, Ana and Lukić, Dobrila and Gajić, Mirjana",
year = "2020",
abstract = "The impact of solar activity on environmental processes is difficult to understand and complex for empirical modeling. This study aimed to establish forecast models of the meteorological conditions in the forest fire areas based on the solar activity parameters applying the neural networks approach. During July and August 2018, severe forest fires simultaneously occurred in the State of California (USA), Portugal, and Greece. Air temperature and humidity data together with solar parameters (integral flux of solar protons, differential electron flux and proton flux, solar wind plasma parameters, and solar radio flux at 10.7 cm data) were used in long short-term memory (LSTM) recurrent neural network ensembles. It is found that solar activity mostly affects the humidity for two stations in California and Portugal (an increase in the integral flux of solar protons of > 30 MeV by 10% increases the humidity by 3.25%, 1.65%, and 1.57%, respectively). Furthermore, an increase in air temperature of 10% increases the humidity by 2.55%, 2.01%, and 0.26%, respectively. It is shown that temperature is less sensitive to changes in solar parameters but depends on previous conditions (previous increase of 10% increases the current temperature by 0.75%, 0.34%, and 0.33%, respectively). Humidity in Greece is mostly impacted by solar flux F10.7 cm and previous values of humidity. An increase in these factors by 10% will lead to a decrease in the humidity of 3.89% or an increase of 1.31%, while air temperature mostly depends on ion temperature. If this factor increases by 10%, it will lead to air temperature rising by 0.42%.",
publisher = "Basel : MDPI",
journal = "Sustainability",
title = "Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece",
volume = "12",
number = "24",
doi = "10.3390/su122410261",
url = "https://hdl.handle.net/21.15107/rcub_gery_1072"
}
Vyklyuk, Y., Radovanović, M., Stanojević, G., Petrović, M. D., Ćurčić, N., Milenković, M., Malinović-Miličević, S., Milovanović, B., Yamashkin, A. A., Milanović-Pešić, A., Lukić, D.,& Gajić, M.. (2020). Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece. in Sustainability
Basel : MDPI., 12(24).
https://doi.org/10.3390/su122410261
https://hdl.handle.net/21.15107/rcub_gery_1072
Vyklyuk Y, Radovanović M, Stanojević G, Petrović MD, Ćurčić N, Milenković M, Malinović-Miličević S, Milovanović B, Yamashkin AA, Milanović-Pešić A, Lukić D, Gajić M. Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece. in Sustainability. 2020;12(24).
doi:10.3390/su122410261
https://hdl.handle.net/21.15107/rcub_gery_1072 .
Vyklyuk, Yaroslav, Radovanović, Milan, Stanojević, Gorica, Petrović, Marko D., Ćurčić, Nina, Milenković, Milan, Malinović-Miličević, Slavica, Milovanović, Boško, Yamashkin, Anatoly A., Milanović-Pešić, Ana, Lukić, Dobrila, Gajić, Mirjana, "Connection of Solar Activities and Forest Fires in 2018: Events in the USA (California), Portugal and Greece" in Sustainability, 12, no. 24 (2020),
https://doi.org/10.3390/su122410261 .,
https://hdl.handle.net/21.15107/rcub_gery_1072 .
4
1
4

Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development

Nedeljković-Knežević, Milena; Petrović, Marko D.; Nedeljković, Sladana; Mijatov, Maja; Radovanović, Milan; Gajić, Mirjana; Skoda, Miroslav

(Basel : MDPI, 2019)

TY  - JOUR
AU  - Nedeljković-Knežević, Milena
AU  - Petrović, Marko D.
AU  - Nedeljković, Sladana
AU  - Mijatov, Maja
AU  - Radovanović, Milan
AU  - Gajić, Mirjana
AU  - Skoda, Miroslav
PY  - 2019
UR  - https://gery.gef.bg.ac.rs/handle/123456789/985
AB  - The purpose of this study is to investigate the potential for restructuring industrial areas toward tourism development within local communities, with a special emphasis on the socio-cultural determinants of residents, as well as their attitudes regarding the sustainable development of tourism. The research is also oriented toward the interests of local communities with respect to entrepreneurial activities in the field of tourism within regions relying on traditional industries, in this case, one of the largest open-pit mining surfaces in Europe (near the Serbian town of Lazarevac). The survey was conducted on a sample of 273 respondents. The research results point to the residents' attitudes regarding the acceptability of tourism development options, as well as their attitudes toward tourism development, with the aim of providing the conditions for a successful transition from a typical heavy industrial setting toward sustainable tourism development.
PB  - Basel : MDPI
T2  - Sustainability
T1  - Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development
VL  - 11
IS  - 22
DO  - 10.3390/su11226189
UR  - https://hdl.handle.net/21.15107/rcub_gery_985
ER  - 
@article{
author = "Nedeljković-Knežević, Milena and Petrović, Marko D. and Nedeljković, Sladana and Mijatov, Maja and Radovanović, Milan and Gajić, Mirjana and Skoda, Miroslav",
year = "2019",
abstract = "The purpose of this study is to investigate the potential for restructuring industrial areas toward tourism development within local communities, with a special emphasis on the socio-cultural determinants of residents, as well as their attitudes regarding the sustainable development of tourism. The research is also oriented toward the interests of local communities with respect to entrepreneurial activities in the field of tourism within regions relying on traditional industries, in this case, one of the largest open-pit mining surfaces in Europe (near the Serbian town of Lazarevac). The survey was conducted on a sample of 273 respondents. The research results point to the residents' attitudes regarding the acceptability of tourism development options, as well as their attitudes toward tourism development, with the aim of providing the conditions for a successful transition from a typical heavy industrial setting toward sustainable tourism development.",
publisher = "Basel : MDPI",
journal = "Sustainability",
title = "Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development",
volume = "11",
number = "22",
doi = "10.3390/su11226189",
url = "https://hdl.handle.net/21.15107/rcub_gery_985"
}
Nedeljković-Knežević, M., Petrović, M. D., Nedeljković, S., Mijatov, M., Radovanović, M., Gajić, M.,& Skoda, M.. (2019). Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development. in Sustainability
Basel : MDPI., 11(22).
https://doi.org/10.3390/su11226189
https://hdl.handle.net/21.15107/rcub_gery_985
Nedeljković-Knežević M, Petrović MD, Nedeljković S, Mijatov M, Radovanović M, Gajić M, Skoda M. Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development. in Sustainability. 2019;11(22).
doi:10.3390/su11226189
https://hdl.handle.net/21.15107/rcub_gery_985 .
Nedeljković-Knežević, Milena, Petrović, Marko D., Nedeljković, Sladana, Mijatov, Maja, Radovanović, Milan, Gajić, Mirjana, Skoda, Miroslav, "Changes in Traditional Activities of Industrial Area toward Sustainable Tourism Development" in Sustainability, 11, no. 22 (2019),
https://doi.org/10.3390/su11226189 .,
https://hdl.handle.net/21.15107/rcub_gery_985 .
7
2
6

Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia

Petrović, Marko D.; Vujko, Aleksandra; Gajić, Tamara; Vuković, Darko B.; Radovanović, Milan; Jovanović, Jasmina M.; Vuković, Natalia

(Basel : MDPI, 2018)

TY  - JOUR
AU  - Petrović, Marko D.
AU  - Vujko, Aleksandra
AU  - Gajić, Tamara
AU  - Vuković, Darko B.
AU  - Radovanović, Milan
AU  - Jovanović, Jasmina M.
AU  - Vuković, Natalia
PY  - 2018
UR  - https://gery.gef.bg.ac.rs/handle/123456789/950
AB  - The research deals with the sustainable development of the Serbian and Slovenian countryside, under the influence of tourism progress. The article identifies the main rural tourism competitiveness in Serbia and Slovenia, as one of the essential factors of rural development in both countries, analyzing the main contributions and making a series of proposals to guide the future research agenda. The aim of the paper is to clarify around one obviously defined objectiveto point out the competitiveness of sustainable rural tourism in typical post-socialist settings. The data for this study were collected using the Integrated Model of Destination Competitiveness to observe Serbian and Slovenian competitiveness in tourism. Determinants were assessed using a survey evaluating four demanding factors and 20 supporting factors, based upon a five-point Likert Scale. The results indicated that the friendliness of residents towards visitors, easy communication between them, together with quality of infrastructure and health facilities show the highest level of statistical correlation. These are the main propositions to start an initiative for the authorities in local communities to actively participate in sustainable rural development. The findings provide tourism stakeholders with relevant respondents' perceptions pertaining to the tourism development in non-urban areas.
PB  - Basel : MDPI
T2  - Sustainability
T1  - Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia
VL  - 10
IS  - 1
SP  - 54
DO  - 10.3390/su10010054
UR  - https://hdl.handle.net/21.15107/rcub_gery_950
ER  - 
@article{
author = "Petrović, Marko D. and Vujko, Aleksandra and Gajić, Tamara and Vuković, Darko B. and Radovanović, Milan and Jovanović, Jasmina M. and Vuković, Natalia",
year = "2018",
abstract = "The research deals with the sustainable development of the Serbian and Slovenian countryside, under the influence of tourism progress. The article identifies the main rural tourism competitiveness in Serbia and Slovenia, as one of the essential factors of rural development in both countries, analyzing the main contributions and making a series of proposals to guide the future research agenda. The aim of the paper is to clarify around one obviously defined objectiveto point out the competitiveness of sustainable rural tourism in typical post-socialist settings. The data for this study were collected using the Integrated Model of Destination Competitiveness to observe Serbian and Slovenian competitiveness in tourism. Determinants were assessed using a survey evaluating four demanding factors and 20 supporting factors, based upon a five-point Likert Scale. The results indicated that the friendliness of residents towards visitors, easy communication between them, together with quality of infrastructure and health facilities show the highest level of statistical correlation. These are the main propositions to start an initiative for the authorities in local communities to actively participate in sustainable rural development. The findings provide tourism stakeholders with relevant respondents' perceptions pertaining to the tourism development in non-urban areas.",
publisher = "Basel : MDPI",
journal = "Sustainability",
title = "Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia",
volume = "10",
number = "1",
pages = "54",
doi = "10.3390/su10010054",
url = "https://hdl.handle.net/21.15107/rcub_gery_950"
}
Petrović, M. D., Vujko, A., Gajić, T., Vuković, D. B., Radovanović, M., Jovanović, J. M.,& Vuković, N.. (2018). Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia. in Sustainability
Basel : MDPI., 10(1), 54.
https://doi.org/10.3390/su10010054
https://hdl.handle.net/21.15107/rcub_gery_950
Petrović MD, Vujko A, Gajić T, Vuković DB, Radovanović M, Jovanović JM, Vuković N. Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia. in Sustainability. 2018;10(1):54.
doi:10.3390/su10010054
https://hdl.handle.net/21.15107/rcub_gery_950 .
Petrović, Marko D., Vujko, Aleksandra, Gajić, Tamara, Vuković, Darko B., Radovanović, Milan, Jovanović, Jasmina M., Vuković, Natalia, "Tourism as an Approach to Sustainable Rural Development in Post-Socialist Countries: A Comparative Study of Serbia and Slovenia" in Sustainability, 10, no. 1 (2018):54,
https://doi.org/10.3390/su10010054 .,
https://hdl.handle.net/21.15107/rcub_gery_950 .
66
22
62

Land degradation analysis of mine-impacted zone of Kolubara in Serbia

Milanović, Miško; Tomić, Milisav; Perović, Veljko; Radovanović, Milan; Mukherjee, Saumitra; Jakšić, Darko; Petrović, Marko D.; Radovanović, Ana

(Springer, New York, 2017)

TY  - JOUR
AU  - Milanović, Miško
AU  - Tomić, Milisav
AU  - Perović, Veljko
AU  - Radovanović, Milan
AU  - Mukherjee, Saumitra
AU  - Jakšić, Darko
AU  - Petrović, Marko D.
AU  - Radovanović, Ana
PY  - 2017
UR  - https://gery.gef.bg.ac.rs/handle/123456789/832
AB  - This paper presents the effect of land-use changes on land degradation by utilization of remote sensing methods and the Gavrilovic erosion potential method, due to surface mining activities in the period 2001-2011. Studied area includes the zone of influence of the Rudarski basen Kolubara, which covers the exploitation area of the Kolubara coal basin in the Republic of Serbia. The analysis is based on the processing of Landsat 5 satellite images from 2001 and 2011. In the analysis of satellite images, the supervised classification method was used. The results suggest that the observed spatial-temporal area is exposed to erosion as a result of land-use changes. Preliminary conclusion is that the dominant anthropogenic factor, responsible for changes in land use, is pronounced through the mining activity, industrialization, construction as well as agricultural activities. Very small changes in land use that occurred in the period 2001-2010 have led to relatively small amount of change from the aspect of land degradation. Also, due to the planned exploitation of the mine which included into account the sustainability of ecosystems, primarily through appropriate conservation measures, RB Kolubara is not in danger of a possible erosion processes that could undermine the stability of the basin.
PB  - Springer, New York
T2  - Environmental Earth Sciences
T1  - Land degradation analysis of mine-impacted zone of Kolubara in Serbia
VL  - 76
IS  - 16
DO  - 10.1007/s12665-017-6896-y
UR  - https://hdl.handle.net/21.15107/rcub_gery_832
ER  - 
@article{
author = "Milanović, Miško and Tomić, Milisav and Perović, Veljko and Radovanović, Milan and Mukherjee, Saumitra and Jakšić, Darko and Petrović, Marko D. and Radovanović, Ana",
year = "2017",
abstract = "This paper presents the effect of land-use changes on land degradation by utilization of remote sensing methods and the Gavrilovic erosion potential method, due to surface mining activities in the period 2001-2011. Studied area includes the zone of influence of the Rudarski basen Kolubara, which covers the exploitation area of the Kolubara coal basin in the Republic of Serbia. The analysis is based on the processing of Landsat 5 satellite images from 2001 and 2011. In the analysis of satellite images, the supervised classification method was used. The results suggest that the observed spatial-temporal area is exposed to erosion as a result of land-use changes. Preliminary conclusion is that the dominant anthropogenic factor, responsible for changes in land use, is pronounced through the mining activity, industrialization, construction as well as agricultural activities. Very small changes in land use that occurred in the period 2001-2010 have led to relatively small amount of change from the aspect of land degradation. Also, due to the planned exploitation of the mine which included into account the sustainability of ecosystems, primarily through appropriate conservation measures, RB Kolubara is not in danger of a possible erosion processes that could undermine the stability of the basin.",
publisher = "Springer, New York",
journal = "Environmental Earth Sciences",
title = "Land degradation analysis of mine-impacted zone of Kolubara in Serbia",
volume = "76",
number = "16",
doi = "10.1007/s12665-017-6896-y",
url = "https://hdl.handle.net/21.15107/rcub_gery_832"
}
Milanović, M., Tomić, M., Perović, V., Radovanović, M., Mukherjee, S., Jakšić, D., Petrović, M. D.,& Radovanović, A.. (2017). Land degradation analysis of mine-impacted zone of Kolubara in Serbia. in Environmental Earth Sciences
Springer, New York., 76(16).
https://doi.org/10.1007/s12665-017-6896-y
https://hdl.handle.net/21.15107/rcub_gery_832
Milanović M, Tomić M, Perović V, Radovanović M, Mukherjee S, Jakšić D, Petrović MD, Radovanović A. Land degradation analysis of mine-impacted zone of Kolubara in Serbia. in Environmental Earth Sciences. 2017;76(16).
doi:10.1007/s12665-017-6896-y
https://hdl.handle.net/21.15107/rcub_gery_832 .
Milanović, Miško, Tomić, Milisav, Perović, Veljko, Radovanović, Milan, Mukherjee, Saumitra, Jakšić, Darko, Petrović, Marko D., Radovanović, Ana, "Land degradation analysis of mine-impacted zone of Kolubara in Serbia" in Environmental Earth Sciences, 76, no. 16 (2017),
https://doi.org/10.1007/s12665-017-6896-y .,
https://hdl.handle.net/21.15107/rcub_gery_832 .
14
9
14