TY  - JOUR
AU  - Malinović-Milićević, Slavica
AU  - Mijatović, Zoran
AU  - Arsenić, Ilija
AU  - Podrašćanin, Zorica
AU  - Firanj Sremac, Ana
AU  - Radovanović, Milan
AU  - Drešković, Nusret
PY  - 2020
UR  - https://dais.sanu.ac.rs/123456789/13860
AB  - Solar ultraviolet (UV) radiation is a significant health hazard in the warm part of the year. In order to assess the level of hazard and the effects of UV radiation on the living world, long-term measured or estimated data are needed. In Novi Sad, the measurement of UV radiation has been performed since 2003, while ozone
measurements have been made since 2007. However, those data sets are too short for assessing long-term biological effects. Therefore, several techniques for reconstruction of UV radiation doses have been developed. Reconstruction techniques are based on using available ground-based measurements of the meteorological data and satellite measurements of the total ozone column. It is shown that techniques that use ozone data show better performance than those that use only ground-based meteorological measurements. However, the
difference between the performances of the methods is smaller when it comes to the monthly values, indicating that the techniques which use only ground-based meteorological measurements are roughly as good as the ozone-based techniques for assessing long-term changes in the surface UV radiation. The statistically significant increasing long term-trend of annual mean erythemal UV doses (ERY) and the decreasing trend in the total ozone column in Novi Sad since 1981 have been noticed. An increase in ERY has been noticed in all the seasons except in autumn and it is the highest in winter. The analysis showed that the increase in the ERY in the period 1981–1996 was mainly caused by the total ozone column, while the increase after 1996 is largely caused by cloudiness
PB  - Belgrade, Serbia : Geographical Institute "Jovan Cvijić" SASA
T2  - Journal of the Geographical Institute Jovan Cvijic SASA
T1  - The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)
SP  - 57
EP  - 70
VL  - 70
IS  - 1
DO  - 10.2298/IJGI2001057M
UR  - https://hdl.handle.net/21.15107/rcub_dais_13860
ER  - 

@article{
author = "Malinović-Milićević, Slavica and Mijatović, Zoran and Arsenić, Ilija and Podrašćanin, Zorica and Firanj Sremac, Ana and Radovanović, Milan and Drešković, Nusret",
year = "2020",
abstract = "Solar ultraviolet (UV) radiation is a significant health hazard in the warm part of the year. In order to assess the level of hazard and the effects of UV radiation on the living world, long-term measured or estimated data are needed. In Novi Sad, the measurement of UV radiation has been performed since 2003, while ozone
measurements have been made since 2007. However, those data sets are too short for assessing long-term biological effects. Therefore, several techniques for reconstruction of UV radiation doses have been developed. Reconstruction techniques are based on using available ground-based measurements of the meteorological data and satellite measurements of the total ozone column. It is shown that techniques that use ozone data show better performance than those that use only ground-based meteorological measurements. However, the
difference between the performances of the methods is smaller when it comes to the monthly values, indicating that the techniques which use only ground-based meteorological measurements are roughly as good as the ozone-based techniques for assessing long-term changes in the surface UV radiation. The statistically significant increasing long term-trend of annual mean erythemal UV doses (ERY) and the decreasing trend in the total ozone column in Novi Sad since 1981 have been noticed. An increase in ERY has been noticed in all the seasons except in autumn and it is the highest in winter. The analysis showed that the increase in the ERY in the period 1981–1996 was mainly caused by the total ozone column, while the increase after 1996 is largely caused by cloudiness",
publisher = "Belgrade, Serbia : Geographical Institute "Jovan Cvijić" SASA",
journal = "Journal of the Geographical Institute Jovan Cvijic SASA",
title = "The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)",
pages = "57-70",
volume = "70",
number = "1",
doi = "10.2298/IJGI2001057M",
url = "https://hdl.handle.net/21.15107/rcub_dais_13860"
}

Malinović-Milićević, S., Mijatović, Z., Arsenić, I., Podrašćanin, Z., Firanj Sremac, A., Radovanović, M.,& Drešković, N.. (2020). The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia). in Journal of the Geographical Institute Jovan Cvijic SASA
Belgrade, Serbia : Geographical Institute "Jovan Cvijić" SASA., 70(1), 57-70.
https://doi.org/10.2298/IJGI2001057M
https://hdl.handle.net/21.15107/rcub_dais_13860

Malinović-Milićević S, Mijatović Z, Arsenić I, Podrašćanin Z, Firanj Sremac A, Radovanović M, Drešković N. The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia). in Journal of the Geographical Institute Jovan Cvijic SASA. 2020;70(1):57-70.
doi:10.2298/IJGI2001057M
https://hdl.handle.net/21.15107/rcub_dais_13860 .

Malinović-Milićević, Slavica, Mijatović, Zoran, Arsenić, Ilija, Podrašćanin, Zorica, Firanj Sremac, Ana, Radovanović, Milan, Drešković, Nusret, "The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)" in Journal of the Geographical Institute Jovan Cvijic SASA, 70, no. 1 (2020):57-70,
https://doi.org/10.2298/IJGI2001057M .,
https://hdl.handle.net/21.15107/rcub_dais_13860 .

TY  - CONF
AU  - Malinović-Milićević, Slavica
AU  - Mijatović, Zoran
AU  - Arsenić, Ilija
AU  - Podrašćanin, Zorica
AU  - Firanj Sremac, Ana
AU  - Radovanović, Milan
AU  - Drešković, Nusret
PY  - 2019
UR  - https://dais.sanu.ac.rs/123456789/13406
AB  - Solar ultraviolet (UV) radiation is a significant health hazard in the warm part of the year. In order to assess the level of hazard and the effects of UV radiation on the living world, long-term measured or estimated data are needed. In Novi Sad measurement of UV radiation has been performing since 2003, while ozone measurements are made since 2007. However, those data sets are too short for assessing long-term biological effects. Therefore, several techniques for reconstruction of UV radiation doses are developed. Reconstruction techniques were based on using available ground-based measurements of the meteorological data and satellite measurements of total ozone column. It is shown that techniques that use ozone data show better performance than those that use only ground-based meteorological measurements. However, the difference between the performances of the methods is smaller when it comes to the monthly values, indicating that the techniques which use only ground-based meteorological measurements are roughly as good as the ozone-based techniques for assessing long-term changes in the surface UV radiation. The statistical significant increasing long term-trend of annual mean erythemal UV doses (ERY) and the decreasing trend in total ozone column in Novi Sad since 1981 have been noticed. An increase in ERY was noticed in all seasons except in autumn and it was the highest in winter. The analysis showed that the increase in the ERY in the period 1981-1996 is mainly caused by the total ozone column, while the increase after 1996 is largely caused by cloudiness.
PB  - Belgrade : Geographical Institute "Jovan Cvijić" SASA
C3  - Integrations of satellite and ground-based observations and multi-disciplinarity in research and prediction of different types of hazards in solar system: book of abstracts
T1  - The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)
SP  - 23
EP  - 23
UR  - https://hdl.handle.net/21.15107/rcub_dais_13406
ER  - 

@conference{
author = "Malinović-Milićević, Slavica and Mijatović, Zoran and Arsenić, Ilija and Podrašćanin, Zorica and Firanj Sremac, Ana and Radovanović, Milan and Drešković, Nusret",
year = "2019",
abstract = "Solar ultraviolet (UV) radiation is a significant health hazard in the warm part of the year. In order to assess the level of hazard and the effects of UV radiation on the living world, long-term measured or estimated data are needed. In Novi Sad measurement of UV radiation has been performing since 2003, while ozone measurements are made since 2007. However, those data sets are too short for assessing long-term biological effects. Therefore, several techniques for reconstruction of UV radiation doses are developed. Reconstruction techniques were based on using available ground-based measurements of the meteorological data and satellite measurements of total ozone column. It is shown that techniques that use ozone data show better performance than those that use only ground-based meteorological measurements. However, the difference between the performances of the methods is smaller when it comes to the monthly values, indicating that the techniques which use only ground-based meteorological measurements are roughly as good as the ozone-based techniques for assessing long-term changes in the surface UV radiation. The statistical significant increasing long term-trend of annual mean erythemal UV doses (ERY) and the decreasing trend in total ozone column in Novi Sad since 1981 have been noticed. An increase in ERY was noticed in all seasons except in autumn and it was the highest in winter. The analysis showed that the increase in the ERY in the period 1981-1996 is mainly caused by the total ozone column, while the increase after 1996 is largely caused by cloudiness.",
publisher = "Belgrade : Geographical Institute "Jovan Cvijić" SASA",
journal = "Integrations of satellite and ground-based observations and multi-disciplinarity in research and prediction of different types of hazards in solar system: book of abstracts",
title = "The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)",
pages = "23-23",
url = "https://hdl.handle.net/21.15107/rcub_dais_13406"
}

Malinović-Milićević, S., Mijatović, Z., Arsenić, I., Podrašćanin, Z., Firanj Sremac, A., Radovanović, M.,& Drešković, N.. (2019). The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia). in Integrations of satellite and ground-based observations and multi-disciplinarity in research and prediction of different types of hazards in solar system: book of abstracts
Belgrade : Geographical Institute "Jovan Cvijić" SASA., 23-23.
https://hdl.handle.net/21.15107/rcub_dais_13406

Malinović-Milićević S, Mijatović Z, Arsenić I, Podrašćanin Z, Firanj Sremac A, Radovanović M, Drešković N. The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia). in Integrations of satellite and ground-based observations and multi-disciplinarity in research and prediction of different types of hazards in solar system: book of abstracts. 2019;:23-23.
https://hdl.handle.net/21.15107/rcub_dais_13406 .

Malinović-Milićević, Slavica, Mijatović, Zoran, Arsenić, Ilija, Podrašćanin, Zorica, Firanj Sremac, Ana, Radovanović, Milan, Drešković, Nusret, "The importance of ground-based and satellite observations for monitoring and estimation of UV radiation in Novi Sad (Serbia)" in Integrations of satellite and ground-based observations and multi-disciplinarity in research and prediction of different types of hazards in solar system: book of abstracts (2019):23-23,
https://hdl.handle.net/21.15107/rcub_dais_13406 .

TY  - JOUR
AU  - Mihailović, Dragutin T.
AU  - Nikolić-Đorić, Emilija
AU  - Arsenić, Ilija
AU  - Malinović-Milićević, Slavica
AU  - Singh, Vijay P.
AU  - Stošić, Tatijana
AU  - Stošić, Borko
PY  - 2019
UR  - https://dais.sanu.ac.rs/123456789/13303
AB  - Analysis of daily streamflow variability in space and time is important for water resources planning, development, and management. The natural variability of streamflow is being complicated by anthropogenic influences and climate change, which may introduce additional complexity into streamflow records. To address the complexity in streamflow, daily discharge data recorded during the period 1989–2016 at twelve gauging stations on Brazos River in Texas (USA) were used to derive a set of novel quantitative tools: Kolmogorov complexity (KC) and its derivative-associated measures to assess complexity, and Lyapunov time (LT) to assess predictability. It was found that all daily discharge series exhibited long memory with an increasing down-flow tendency, while the randomness of the series at individual sites could not be definitively concluded. All Kolmogorov complexity measures had relatively small values with the exception of the USGS (United States Geological Survey) 08088610 station at Graford, Texas, which exhibited the highest values of the complexity measures. This finding may
be attributed to the elevated effect of human activities at Graford, and proportionally lesser effect at other stations. In addition, complexity tended to decrease downflow, meaning that larger catchments were generally less influenced by anthropogenic activities. The correction on randomness of Lyapunov time (quantifying predictability) was found to be inversely proportional to the Kolmogorov complexity, which strengthened our conclusion regarding the effect of anthropogenic activities, considering that KC and LT were distinct measures, based on rather different techniques.
PB  - The Netherlands : Elsevier B.V.
T2  - Physica A: Statistical Mechanics and its Applications
T1  - Analysis of daily streamflow complexity by Kolmogorov measures and Lyapunov exponent
SP  - 290
EP  - 303
VL  - 525
DO  - 10.1016/j.physa.2019.03.041
UR  - https://hdl.handle.net/21.15107/rcub_dais_13303
ER  - 

@article{
author = "Mihailović, Dragutin T. and Nikolić-Đorić, Emilija and Arsenić, Ilija and Malinović-Milićević, Slavica and Singh, Vijay P. and Stošić, Tatijana and Stošić, Borko",
year = "2019",
abstract = "Analysis of daily streamflow variability in space and time is important for water resources planning, development, and management. The natural variability of streamflow is being complicated by anthropogenic influences and climate change, which may introduce additional complexity into streamflow records. To address the complexity in streamflow, daily discharge data recorded during the period 1989–2016 at twelve gauging stations on Brazos River in Texas (USA) were used to derive a set of novel quantitative tools: Kolmogorov complexity (KC) and its derivative-associated measures to assess complexity, and Lyapunov time (LT) to assess predictability. It was found that all daily discharge series exhibited long memory with an increasing down-flow tendency, while the randomness of the series at individual sites could not be definitively concluded. All Kolmogorov complexity measures had relatively small values with the exception of the USGS (United States Geological Survey) 08088610 station at Graford, Texas, which exhibited the highest values of the complexity measures. This finding may
be attributed to the elevated effect of human activities at Graford, and proportionally lesser effect at other stations. In addition, complexity tended to decrease downflow, meaning that larger catchments were generally less influenced by anthropogenic activities. The correction on randomness of Lyapunov time (quantifying predictability) was found to be inversely proportional to the Kolmogorov complexity, which strengthened our conclusion regarding the effect of anthropogenic activities, considering that KC and LT were distinct measures, based on rather different techniques.",
publisher = "The Netherlands : Elsevier B.V.",
journal = "Physica A: Statistical Mechanics and its Applications",
title = "Analysis of daily streamflow complexity by Kolmogorov measures and Lyapunov exponent",
pages = "290-303",
volume = "525",
doi = "10.1016/j.physa.2019.03.041",
url = "https://hdl.handle.net/21.15107/rcub_dais_13303"
}

Mihailović, D. T., Nikolić-Đorić, E., Arsenić, I., Malinović-Milićević, S., Singh, V. P., Stošić, T.,& Stošić, B.. (2019). Analysis of daily streamflow complexity by Kolmogorov measures and Lyapunov exponent. in Physica A: Statistical Mechanics and its Applications
The Netherlands : Elsevier B.V.., 525, 290-303.
https://doi.org/10.1016/j.physa.2019.03.041
https://hdl.handle.net/21.15107/rcub_dais_13303

Mihailović DT, Nikolić-Đorić E, Arsenić I, Malinović-Milićević S, Singh VP, Stošić T, Stošić B. Analysis of daily streamflow complexity by Kolmogorov measures and Lyapunov exponent. in Physica A: Statistical Mechanics and its Applications. 2019;525:290-303.
doi:10.1016/j.physa.2019.03.041
https://hdl.handle.net/21.15107/rcub_dais_13303 .

Mihailović, Dragutin T., Nikolić-Đorić, Emilija, Arsenić, Ilija, Malinović-Milićević, Slavica, Singh, Vijay P., Stošić, Tatijana, Stošić, Borko, "Analysis of daily streamflow complexity by Kolmogorov measures and Lyapunov exponent" in Physica A: Statistical Mechanics and its Applications, 525 (2019):290-303,
https://doi.org/10.1016/j.physa.2019.03.041 .,
https://hdl.handle.net/21.15107/rcub_dais_13303 .

TY  - JOUR
AU  - Mihailović, Dragutin T.
AU  - Bessafi, Miloud
AU  - Marković, Sara
AU  - Arsenić, Ilija
AU  - Malinović-Milićević, Slavica
AU  - Jeanty, Patrick
AU  - Delsaut, Mathieu
AU  - Chabriat, Jean-Pierre
AU  - Drešković, Nusret
AU  - Mihailović, Anja
PY  - 2018
UR  - https://dais.sanu.ac.rs/123456789/13301
AB  - Analysis of daily solar irradiation variability and predictability in space and time is important for energy resources planning, development, and management. The natural variability of solar irradiation is being complicated by atmospheric conditions (in particular cloudiness) and orography, which introduce additional complexity into the phenomenological records. To address this question for daily solar irradiation data recorded during the years 2013, 2014 and 2015 at
11 stations measuring solar irradiance on La Reunion French tropical Indian Ocean Island, we use a set of novel quantitative tools: Kolmogorov complexity (KC) with its derivative associated measures and Hamming distance (HAM) and their combination to assess complexity and corresponding predictability. We find that all half-day (from sunrise to sunset) solar irradiation series exhibit high complexity. However, all of them can be classified into three groups strongly influenced by trade winds that circulate in a “flow around” regime: the windward side (trade winds slow down), the leeward side (diurnal thermally-induced circulations dominate) and the coast parallel to trade winds (winds are accelerated due to Venturi effect). We introduce Kolmogorov time (KT) that quantifies the time span beyond which randomness significantly influences predictability.
PB  - Switzerland, Basel : MDPI
T2  - Entropy
T1  - Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France)
VL  - 20
IS  - 570
DO  - 10.3390/e20080570
UR  - https://hdl.handle.net/21.15107/rcub_dais_13301
ER  - 

@article{
author = "Mihailović, Dragutin T. and Bessafi, Miloud and Marković, Sara and Arsenić, Ilija and Malinović-Milićević, Slavica and Jeanty, Patrick and Delsaut, Mathieu and Chabriat, Jean-Pierre and Drešković, Nusret and Mihailović, Anja",
year = "2018",
abstract = "Analysis of daily solar irradiation variability and predictability in space and time is important for energy resources planning, development, and management. The natural variability of solar irradiation is being complicated by atmospheric conditions (in particular cloudiness) and orography, which introduce additional complexity into the phenomenological records. To address this question for daily solar irradiation data recorded during the years 2013, 2014 and 2015 at
11 stations measuring solar irradiance on La Reunion French tropical Indian Ocean Island, we use a set of novel quantitative tools: Kolmogorov complexity (KC) with its derivative associated measures and Hamming distance (HAM) and their combination to assess complexity and corresponding predictability. We find that all half-day (from sunrise to sunset) solar irradiation series exhibit high complexity. However, all of them can be classified into three groups strongly influenced by trade winds that circulate in a “flow around” regime: the windward side (trade winds slow down), the leeward side (diurnal thermally-induced circulations dominate) and the coast parallel to trade winds (winds are accelerated due to Venturi effect). We introduce Kolmogorov time (KT) that quantifies the time span beyond which randomness significantly influences predictability.",
publisher = "Switzerland, Basel : MDPI",
journal = "Entropy",
title = "Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France)",
volume = "20",
number = "570",
doi = "10.3390/e20080570",
url = "https://hdl.handle.net/21.15107/rcub_dais_13301"
}

Mihailović, D. T., Bessafi, M., Marković, S., Arsenić, I., Malinović-Milićević, S., Jeanty, P., Delsaut, M., Chabriat, J., Drešković, N.,& Mihailović, A.. (2018). Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France). in Entropy
Switzerland, Basel : MDPI., 20(570).
https://doi.org/10.3390/e20080570
https://hdl.handle.net/21.15107/rcub_dais_13301

Mihailović DT, Bessafi M, Marković S, Arsenić I, Malinović-Milićević S, Jeanty P, Delsaut M, Chabriat J, Drešković N, Mihailović A. Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France). in Entropy. 2018;20(570).
doi:10.3390/e20080570
https://hdl.handle.net/21.15107/rcub_dais_13301 .

Mihailović, Dragutin T., Bessafi, Miloud, Marković, Sara, Arsenić, Ilija, Malinović-Milićević, Slavica, Jeanty, Patrick, Delsaut, Mathieu, Chabriat, Jean-Pierre, Drešković, Nusret, Mihailović, Anja, "Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France)" in Entropy, 20, no. 570 (2018),
https://doi.org/10.3390/e20080570 .,
https://hdl.handle.net/21.15107/rcub_dais_13301 .

TY  - JOUR
AU  - Malinović-Milićević, Slavica
AU  - Arsenić, Ilija
AU  - Drešković, Nusret
AU  - Bukosa, Beata
PY  - 2013
UR  - https://dais.sanu.ac.rs/123456789/13862
AB  - In this paper, we have used the Kolmogorov complexity and sample entropy measures to estimate the complexity of the UV-B radiation time series in the Vojvodina region (Serbia) for the period 1990–2007. We have defined the Kolmogorov complexity spectrum and have introduced the Kolmogorov complexity spectrum highest value (KCH). We have established the UV-B radiation time series on the basis of their daily sum (dose) for seven representative places in this region using: (i) measured data, (ii) data calculated
via a derived empirical formula and (iii) data obtained by a parametric UV radiation model. We have calculated the Kolmogorov complexity (KC) based on the Lempel–Ziv algorithm (LZA), KCH and sample entropy (SE) values for each time series. We have divided the period 1990–2007 into two subintervals: (i) 1990–1998 and (ii) 1999–2007 and calculated the KC, KCH and SE values for the various time series in these subintervals. It is found that during the period 1999–2007, there is a decrease in the KC, KCH and SE, compared to the period 1990–1998. This complexity loss may be attributed to (i) the increased human intervention in the post civil war period causing increase of the air pollution and (ii) the increased cloudiness due to climate changes.
PB  - Singapore : World Scientific Publishing
T2  - Modern Physics Letters B
T1  - Kolmogorov complexity spectrum for use in analysis of UV-B radiation time series
VL  - 27
IS  - 27
DO  - 10.1142/S0217984913501947
UR  - https://hdl.handle.net/21.15107/rcub_dais_13862
ER  - 

@article{
author = "Malinović-Milićević, Slavica and Arsenić, Ilija and Drešković, Nusret and Bukosa, Beata",
year = "2013",
abstract = "In this paper, we have used the Kolmogorov complexity and sample entropy measures to estimate the complexity of the UV-B radiation time series in the Vojvodina region (Serbia) for the period 1990–2007. We have defined the Kolmogorov complexity spectrum and have introduced the Kolmogorov complexity spectrum highest value (KCH). We have established the UV-B radiation time series on the basis of their daily sum (dose) for seven representative places in this region using: (i) measured data, (ii) data calculated
via a derived empirical formula and (iii) data obtained by a parametric UV radiation model. We have calculated the Kolmogorov complexity (KC) based on the Lempel–Ziv algorithm (LZA), KCH and sample entropy (SE) values for each time series. We have divided the period 1990–2007 into two subintervals: (i) 1990–1998 and (ii) 1999–2007 and calculated the KC, KCH and SE values for the various time series in these subintervals. It is found that during the period 1999–2007, there is a decrease in the KC, KCH and SE, compared to the period 1990–1998. This complexity loss may be attributed to (i) the increased human intervention in the post civil war period causing increase of the air pollution and (ii) the increased cloudiness due to climate changes.",
publisher = "Singapore : World Scientific Publishing",
journal = "Modern Physics Letters B",
title = "Kolmogorov complexity spectrum for use in analysis of UV-B radiation time series",
volume = "27",
number = "27",
doi = "10.1142/S0217984913501947",
url = "https://hdl.handle.net/21.15107/rcub_dais_13862"
}

Malinović-Milićević, S., Arsenić, I., Drešković, N.,& Bukosa, B.. (2013). Kolmogorov complexity spectrum for use in analysis of UV-B radiation time series. in Modern Physics Letters B
Singapore : World Scientific Publishing., 27(27).
https://doi.org/10.1142/S0217984913501947
https://hdl.handle.net/21.15107/rcub_dais_13862

Malinović-Milićević S, Arsenić I, Drešković N, Bukosa B. Kolmogorov complexity spectrum for use in analysis of UV-B radiation time series. in Modern Physics Letters B. 2013;27(27).
doi:10.1142/S0217984913501947
https://hdl.handle.net/21.15107/rcub_dais_13862 .

Malinović-Milićević, Slavica, Arsenić, Ilija, Drešković, Nusret, Bukosa, Beata, "Kolmogorov complexity spectrum for use in analysis of UV-B radiation time series" in Modern Physics Letters B, 27, no. 27 (2013),
https://doi.org/10.1142/S0217984913501947 .,
https://hdl.handle.net/21.15107/rcub_dais_13862 .

TY  - CHAP
AU  - Mijatović, Zoran
AU  - Milićević, Slavica
AU  - Kapor, Darko
AU  - Mihailović, Dragutin
AU  - Arsenić, Ilija
AU  - Podraščanin, Zorica
PY  - 2010
UR  - https://dais.sanu.ac.rs/123456789/13402
AB  - We present various steps in the development of UV monitoring activities in Serbia, where pioneering work has been done at the University of Novi Sad. There, a theoretical model for UV index forecasting, NEOPLANTA, was recently developed. Previous comparisons of model outputs with measured values showed quite good agreement, but the input data, including ozone layer thickness and aerosol optical thickness, were taken from satellite measurements. Here, we use data measured on the earth’s surface at our institutions. In addition to a detailed explanation of the theoretical background of the NEOPLANTA model, the output results, obtained with both predicted and measured input parameters, are compared with measured UV Index values.
PB  - New York : Nova Science Publishers Inc.
T2  - Advances in environmental modeling and measurements
T1  - Solar UV radiation: monitoring and new approach in modelling - pioneering work in Serbia
SP  - 113
EP  - 119
UR  - https://hdl.handle.net/21.15107/rcub_dais_13402
ER  - 

@inbook{
author = "Mijatović, Zoran and Milićević, Slavica and Kapor, Darko and Mihailović, Dragutin and Arsenić, Ilija and Podraščanin, Zorica",
year = "2010",
abstract = "We present various steps in the development of UV monitoring activities in Serbia, where pioneering work has been done at the University of Novi Sad. There, a theoretical model for UV index forecasting, NEOPLANTA, was recently developed. Previous comparisons of model outputs with measured values showed quite good agreement, but the input data, including ozone layer thickness and aerosol optical thickness, were taken from satellite measurements. Here, we use data measured on the earth’s surface at our institutions. In addition to a detailed explanation of the theoretical background of the NEOPLANTA model, the output results, obtained with both predicted and measured input parameters, are compared with measured UV Index values.",
publisher = "New York : Nova Science Publishers Inc.",
journal = "Advances in environmental modeling and measurements",
booktitle = "Solar UV radiation: monitoring and new approach in modelling - pioneering work in Serbia",
pages = "113-119",
url = "https://hdl.handle.net/21.15107/rcub_dais_13402"
}

Mijatović, Z., Milićević, S., Kapor, D., Mihailović, D., Arsenić, I.,& Podraščanin, Z.. (2010). Solar UV radiation: monitoring and new approach in modelling - pioneering work in Serbia. in Advances in environmental modeling and measurements
New York : Nova Science Publishers Inc.., 113-119.
https://hdl.handle.net/21.15107/rcub_dais_13402

Mijatović Z, Milićević S, Kapor D, Mihailović D, Arsenić I, Podraščanin Z. Solar UV radiation: monitoring and new approach in modelling - pioneering work in Serbia. in Advances in environmental modeling and measurements. 2010;:113-119.
https://hdl.handle.net/21.15107/rcub_dais_13402 .

Mijatović, Zoran, Milićević, Slavica, Kapor, Darko, Mihailović, Dragutin, Arsenić, Ilija, Podraščanin, Zorica, "Solar UV radiation: monitoring and new approach in modelling - pioneering work in Serbia" in Advances in environmental modeling and measurements (2010):113-119,
https://hdl.handle.net/21.15107/rcub_dais_13402 .

TY  - JOUR
AU  - Mihailović, Dragutin T.
AU  - Alapaty, K
AU  - Lalić, Branislava
AU  - Arsenić, Ilija
AU  - Rajković, Borivoje
AU  - Malinović, Slavica
PY  - 2004
UR  - https://dais.sanu.ac.rs/123456789/13859
AB  - A method for estimating profiles of turbulent transfer coefficients inside a vegetation canopy and their use in calculating the air temperature inside tall grass canopies in land surface schemes for environmental modeling is presented. The proposed method, based on K theory, is assessed using data measured in a maize canopy. The air temperature inside the canopy is determined diagnostically by a method based on detailed consideration of 1) calculations of turbulent fluxes, 2) the shape of the wind and turbulent transfer coefficient profiles, and 3)
calculation of the aerodynamic resistances inside tall grass canopies. An expression for calculating the turbulent transfer coefficient inside sparse tall grass canopies is also suggested, including modification of the corresponding equation for the wind profile inside the canopy. The proposed calculations of K-theory parameters are tested using the Land–Air Parameterization Scheme (LAPS). Model outputs of air temperature inside the canopy for 8–17 July 2002 are compared with micrometeorological measurements inside a sunflower field at the Rimski Sancevi experimental site (Serbia). To demonstrate how changes in the specification of canopy density affect the simulation of air temperature inside tall grass canopies and, thus, alter the growth of PBL height, numerical experiments are performed with LAPS coupled with a one-dimensional PBL model over a sunflower field. To examine how the turbulent transfer coefficient inside tall grass canopies over a large domain represents the influence of the underlying surface on the air layer above, sensitivity tests are performed using a coupled system
consisting of the NCEP Nonhydrostatic Mesoscale Model and LAPS.
PB  - Boston, USA : American Meteorological Society
T2  - Journal of Applied Meteorology
T1  - Turbulent transfer coefficients and calculation of air temperature inside tall grass canopies in land - atmosphere schemes for environmental modelling
SP  - 1498
EP  - 1512
VL  - 43
IS  - 10
DO  - 10.1175/JAM2139.1
UR  - https://hdl.handle.net/21.15107/rcub_dais_13859
ER  - 

@article{
author = "Mihailović, Dragutin T. and Alapaty, K and Lalić, Branislava and Arsenić, Ilija and Rajković, Borivoje and Malinović, Slavica",
year = "2004",
abstract = "A method for estimating profiles of turbulent transfer coefficients inside a vegetation canopy and their use in calculating the air temperature inside tall grass canopies in land surface schemes for environmental modeling is presented. The proposed method, based on K theory, is assessed using data measured in a maize canopy. The air temperature inside the canopy is determined diagnostically by a method based on detailed consideration of 1) calculations of turbulent fluxes, 2) the shape of the wind and turbulent transfer coefficient profiles, and 3)
calculation of the aerodynamic resistances inside tall grass canopies. An expression for calculating the turbulent transfer coefficient inside sparse tall grass canopies is also suggested, including modification of the corresponding equation for the wind profile inside the canopy. The proposed calculations of K-theory parameters are tested using the Land–Air Parameterization Scheme (LAPS). Model outputs of air temperature inside the canopy for 8–17 July 2002 are compared with micrometeorological measurements inside a sunflower field at the Rimski Sancevi experimental site (Serbia). To demonstrate how changes in the specification of canopy density affect the simulation of air temperature inside tall grass canopies and, thus, alter the growth of PBL height, numerical experiments are performed with LAPS coupled with a one-dimensional PBL model over a sunflower field. To examine how the turbulent transfer coefficient inside tall grass canopies over a large domain represents the influence of the underlying surface on the air layer above, sensitivity tests are performed using a coupled system
consisting of the NCEP Nonhydrostatic Mesoscale Model and LAPS.",
publisher = "Boston, USA : American Meteorological Society",
journal = "Journal of Applied Meteorology",
title = "Turbulent transfer coefficients and calculation of air temperature inside tall grass canopies in land - atmosphere schemes for environmental modelling",
pages = "1498-1512",
volume = "43",
number = "10",
doi = "10.1175/JAM2139.1",
url = "https://hdl.handle.net/21.15107/rcub_dais_13859"
}

Mihailović, D. T., Alapaty, K., Lalić, B., Arsenić, I., Rajković, B.,& Malinović, S.. (2004). Turbulent transfer coefficients and calculation of air temperature inside tall grass canopies in land - atmosphere schemes for environmental modelling. in Journal of Applied Meteorology
Boston, USA : American Meteorological Society., 43(10), 1498-1512.
https://doi.org/10.1175/JAM2139.1
https://hdl.handle.net/21.15107/rcub_dais_13859

Mihailović DT, Alapaty K, Lalić B, Arsenić I, Rajković B, Malinović S. Turbulent transfer coefficients and calculation of air temperature inside tall grass canopies in land - atmosphere schemes for environmental modelling. in Journal of Applied Meteorology. 2004;43(10):1498-1512.
doi:10.1175/JAM2139.1
https://hdl.handle.net/21.15107/rcub_dais_13859 .

Mihailović, Dragutin T., Alapaty, K, Lalić, Branislava, Arsenić, Ilija, Rajković, Borivoje, Malinović, Slavica, "Turbulent transfer coefficients and calculation of air temperature inside tall grass canopies in land - atmosphere schemes for environmental modelling" in Journal of Applied Meteorology, 43, no. 10 (2004):1498-1512,
https://doi.org/10.1175/JAM2139.1 .,
https://hdl.handle.net/21.15107/rcub_dais_13859 .