TY  - JOUR
AU  - Vyklyuk, Yaroslav
AU  - Radovanović, Milan M.
AU  - Milovanović, Boško
AU  - Milenković, Milan
AU  - Petrović, Marko
AU  - Doljak, Dejan
AU  - Malinović-Milićević, Slavica
AU  - Vuković, Natalia
AU  - Vujko, Aleksandra
AU  - Matsiuk, Nataliia
AU  - Mukherjee, Saumitra
PY  - 2019
UR  - https://dais.sanu.ac.rs/123456789/13408
AB  - This research is devoted to the determination of the causal relationship between the flow of particles that are coming from the Sun and the hurricanes Irma, Jose, and Katia. To accomplish this, the lag correlation analysis was performed. High correlation coefficients confirmed a preliminary conclusion about the relationship between solar activities and the hurricane phenomenon, which allows further research. Five parameters i.e. characteristics of solar activity (10.7 cm solar radio flux (F10.7), the flows of protons and electrons with maximum energy, speed and density of solar wind particles) were chosen as model input, while the wind speed and air pressure of Irma, Jose, and Katia hurricanes were used as model output. Input data were sampled to a six hours interval in order to adapt the time interval to the observed data about hurricanes, in the period between September 28 and December 21, 2017. As a result of the preliminary analysis, using 12,274,264 linear models by parallel calculations, six of them were chosen as best. The identified lags were the basis for refinement of models with the artificial neural networks. Multilayer perceptrons with back propagation and recurrent LSTM have been chosen as commonly used artificial neural networks. Comparison of the accuracy of both linear and artificial neural networks results confirmed the adequacy of these models and made it possible to take into account the dynamics of the solar wind. Sensitivity analysis has shown that F10.7 has the greatest impact on the wind speed of the hurricanes. Despite low sensitivity of pressure to change the parameters of the solar wind, their strong fluctuations can cause a sharp decrease in pressure, and therefore the appearance of hurricanes.
PB  - Switzerland : Springer Nature
T2  - Astrophysics and Space Science
T1  - Space weather and hurricanes Irma, Jose and Katia
VL  - 364
IS  - 154
DO  - 10.1007/s10509-019-3646-5
UR  - https://hdl.handle.net/21.15107/rcub_dais_13408
ER  - 

@article{
author = "Vyklyuk, Yaroslav and Radovanović, Milan M. and Milovanović, Boško and Milenković, Milan and Petrović, Marko and Doljak, Dejan and Malinović-Milićević, Slavica and Vuković, Natalia and Vujko, Aleksandra and Matsiuk, Nataliia and Mukherjee, Saumitra",
year = "2019",
abstract = "This research is devoted to the determination of the causal relationship between the flow of particles that are coming from the Sun and the hurricanes Irma, Jose, and Katia. To accomplish this, the lag correlation analysis was performed. High correlation coefficients confirmed a preliminary conclusion about the relationship between solar activities and the hurricane phenomenon, which allows further research. Five parameters i.e. characteristics of solar activity (10.7 cm solar radio flux (F10.7), the flows of protons and electrons with maximum energy, speed and density of solar wind particles) were chosen as model input, while the wind speed and air pressure of Irma, Jose, and Katia hurricanes were used as model output. Input data were sampled to a six hours interval in order to adapt the time interval to the observed data about hurricanes, in the period between September 28 and December 21, 2017. As a result of the preliminary analysis, using 12,274,264 linear models by parallel calculations, six of them were chosen as best. The identified lags were the basis for refinement of models with the artificial neural networks. Multilayer perceptrons with back propagation and recurrent LSTM have been chosen as commonly used artificial neural networks. Comparison of the accuracy of both linear and artificial neural networks results confirmed the adequacy of these models and made it possible to take into account the dynamics of the solar wind. Sensitivity analysis has shown that F10.7 has the greatest impact on the wind speed of the hurricanes. Despite low sensitivity of pressure to change the parameters of the solar wind, their strong fluctuations can cause a sharp decrease in pressure, and therefore the appearance of hurricanes.",
publisher = "Switzerland : Springer Nature",
journal = "Astrophysics and Space Science",
title = "Space weather and hurricanes Irma, Jose and Katia",
volume = "364",
number = "154",
doi = "10.1007/s10509-019-3646-5",
url = "https://hdl.handle.net/21.15107/rcub_dais_13408"
}

Vyklyuk, Y., Radovanović, M. M., Milovanović, B., Milenković, M., Petrović, M., Doljak, D., Malinović-Milićević, S., Vuković, N., Vujko, A., Matsiuk, N.,& Mukherjee, S.. (2019). Space weather and hurricanes Irma, Jose and Katia. in Astrophysics and Space Science
Switzerland : Springer Nature., 364(154).
https://doi.org/10.1007/s10509-019-3646-5
https://hdl.handle.net/21.15107/rcub_dais_13408

Vyklyuk Y, Radovanović MM, Milovanović B, Milenković M, Petrović M, Doljak D, Malinović-Milićević S, Vuković N, Vujko A, Matsiuk N, Mukherjee S. Space weather and hurricanes Irma, Jose and Katia. in Astrophysics and Space Science. 2019;364(154).
doi:10.1007/s10509-019-3646-5
https://hdl.handle.net/21.15107/rcub_dais_13408 .

Vyklyuk, Yaroslav, Radovanović, Milan M., Milovanović, Boško, Milenković, Milan, Petrović, Marko, Doljak, Dejan, Malinović-Milićević, Slavica, Vuković, Natalia, Vujko, Aleksandra, Matsiuk, Nataliia, Mukherjee, Saumitra, "Space weather and hurricanes Irma, Jose and Katia" in Astrophysics and Space Science, 364, no. 154 (2019),
https://doi.org/10.1007/s10509-019-3646-5 .,
https://hdl.handle.net/21.15107/rcub_dais_13408 .

TY  - JOUR
AU  - Milanović, Miško
AU  - Tomić, Milisav
AU  - Petrović, Veljko
AU  - Radovanović, Milan M.
AU  - Mukherjee, Saumitra
AU  - Jakšić, Darko
AU  - Petrović, Marko D.
AU  - Radovanović, Ana
PY  - 2017
UR  - https://dais.sanu.ac.rs/123456789/1056
AB  - This paper presents the effect of land-use changes on land degradation by utilization of remote sensing methods and the Gavrilović 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 Berlin Heidelberg
T2  - Environmental Earth Sciences
T1  - Land degradation analysis of mine-impacted zone of Kolubara in Serbia
SP  - 580
VL  - 76
DO  - 10.1007/s12665-017-6896-y
UR  - https://hdl.handle.net/21.15107/rcub_dais_1056
ER  - 

@article{
author = "Milanović, Miško and Tomić, Milisav and Petrović, Veljko and Radovanović, Milan M. 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 Gavrilović 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 Berlin Heidelberg",
journal = "Environmental Earth Sciences",
title = "Land degradation analysis of mine-impacted zone of Kolubara in Serbia",
pages = "580",
volume = "76",
doi = "10.1007/s12665-017-6896-y",
url = "https://hdl.handle.net/21.15107/rcub_dais_1056"
}

Milanović, M., Tomić, M., Petrović, V., Radovanović, M. 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 Berlin Heidelberg., 76, 580.
https://doi.org/10.1007/s12665-017-6896-y
https://hdl.handle.net/21.15107/rcub_dais_1056

Milanović M, Tomić M, Petrović V, Radovanović MM, Mukherjee S, Jakšić D, Petrović MD, Radovanović A. Land degradation analysis of mine-impacted zone of Kolubara in Serbia. in Environmental Earth Sciences. 2017;76:580.
doi:10.1007/s12665-017-6896-y
https://hdl.handle.net/21.15107/rcub_dais_1056 .

Milanović, Miško, Tomić, Milisav, Petrović, Veljko, Radovanović, Milan M., 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 (2017):580,
https://doi.org/10.1007/s12665-017-6896-y .,
https://hdl.handle.net/21.15107/rcub_dais_1056 .

TY  - JOUR
AU  - Radovanović, Milan
AU  - Ducić, Vladan
AU  - Mukherjee, Saumitra
PY  - 2014
UR  - https://dais.sanu.ac.rs/123456789/12558
AB  - Air temperature changes on Earth in recent years are the subject of numerous and increasingly interdisciplinary research. In contrast to, conditionally speaking, generally accepted views that these changes are conditioned primarily by anthropogenic activity, more results appear to suggest that it is dominant natural processes about. Whether because of the proven existence of areas in which downtrends are registered or the stagnation of air temperature, as opposed to areas where the increase is determined, in scientific papers, as well as the media, the increasingly present is the use of the term climate changes instead of the global warming. In this paper, we shall try to present arguments for the debate relating to the official view of the Intergovernmental panel on climate change, as well as research indicating the opposite view.
PB  - Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd
T2  - Thermal Science
T1  - Climate changes instead of global warming
SP  - 1055
EP  - 1061
VL  - 18
IS  - 3
DO  - 10.2298/TSCI140610076R
UR  - https://hdl.handle.net/21.15107/rcub_dais_12558
ER  - 

@article{
author = "Radovanović, Milan and Ducić, Vladan and Mukherjee, Saumitra",
year = "2014",
abstract = "Air temperature changes on Earth in recent years are the subject of numerous and increasingly interdisciplinary research. In contrast to, conditionally speaking, generally accepted views that these changes are conditioned primarily by anthropogenic activity, more results appear to suggest that it is dominant natural processes about. Whether because of the proven existence of areas in which downtrends are registered or the stagnation of air temperature, as opposed to areas where the increase is determined, in scientific papers, as well as the media, the increasingly present is the use of the term climate changes instead of the global warming. In this paper, we shall try to present arguments for the debate relating to the official view of the Intergovernmental panel on climate change, as well as research indicating the opposite view.",
publisher = "Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd",
journal = "Thermal Science",
title = "Climate changes instead of global warming",
pages = "1055-1061",
volume = "18",
number = "3",
doi = "10.2298/TSCI140610076R",
url = "https://hdl.handle.net/21.15107/rcub_dais_12558"
}

Radovanović, M., Ducić, V.,& Mukherjee, S.. (2014). Climate changes instead of global warming. in Thermal Science
Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd., 18(3), 1055-1061.
https://doi.org/10.2298/TSCI140610076R
https://hdl.handle.net/21.15107/rcub_dais_12558

Radovanović M, Ducić V, Mukherjee S. Climate changes instead of global warming. in Thermal Science. 2014;18(3):1055-1061.
doi:10.2298/TSCI140610076R
https://hdl.handle.net/21.15107/rcub_dais_12558 .

Radovanović, Milan, Ducić, Vladan, Mukherjee, Saumitra, "Climate changes instead of global warming" in Thermal Science, 18, no. 3 (2014):1055-1061,
https://doi.org/10.2298/TSCI140610076R .,
https://hdl.handle.net/21.15107/rcub_dais_12558 .