13 results on '"Đurđević, Vladimir"'
Search Results
2. Future changes in extreme precipitation in central Serbia
- Author
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Erić Ranka, Kadović Ratko, Đurđević Vladimir, and Đukić Vesna
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future extreme precipitation ,climate changes ,regional climate model ,central serbia ,Hydraulic engineering ,TC1-978 - Abstract
This paper presents the results of a study focused on the projected changes in extreme precipitation during the 21st century in Central Serbia. The changes are investigated on the basis of historical and modelled data sets of daily precipitation. The historical observation data were recorded at 18 synoptic weather stations in Central Serbia and modelled data were extracted from the regional climate model EBU-POM (Eta Belgrade University-Princeton Ocean Model) under the A1B scenario. The average number of days in a year with precipition ≥ 20, 30, 40 and 50 mm (R20, R30, R40 and R50), the share of daily precipitation above the 20, 30, 40 and 50 mm (P20, P30, P40, P50) in the total annual precipitation and the monthly distribution of these heavy daily precipitation are used as indices of changes in extreme precipitation. These indices, for the three periods 2011–2040, 2041–2070 and 2071–2100, are determined and compared with those obtained for the historical reference period 1961–1990. The results have shown that the main changes in extreme precipitation in Central Serbia will be in their spatial distribution, and the uncertainty of the occurrence of extreme events will decrease. In the future the increase will be more pronounced than the decrease of these indices. We strongly emphasize the benefit of this paper for both the prevention of natural disasters in the study area and for the improvement of the regional climate model.
- Published
- 2021
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3. Improving Air Quality Data Reliability through Bi-Directional Univariate Imputation with the Random Forest Algorithm.
- Author
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Arnaut, Filip, Đurđević, Vladimir, Kolarski, Aleksandra, Srećković, Vladimir A., and Jevremović, Sreten
- Abstract
Forecasting the future levels of air pollution provides valuable information that holds importance for the general public, vulnerable populations, and policymakers. High-quality data are essential for precise and reliable forecasts and investigations of air pollution. Missing observations arise when the sensors utilized for assessing air quality parameters experience malfunctions, which result in erroneous measurements or gaps in the dataset and hinder the data quality. This research paper presents a novel approach for imputing missing values in air quality data in a univariate approach. The algorithm employs the random forest (RF) algorithm to impute missing observations in a bi-directional (forward and reverse in time) manner for air quality (particulate matter less than 2.5 μm (PM
2.5 )) data from the Republic of Serbia. The algorithm was evaluated against simple methods, such as the mean and median imputation methods, for missing observations over durations of 24, 48, and 72 h. The results indicate that our algorithm yielded comparable error rates to the median imputation method for all periods when imputing the PM2.5 data. Ultimately, the algorithm's higher computational complexity proved itself as not justified considering the minimal error decrease it achieved compared with the simpler methods. However, for future improvement, additional research is needed, such as utilizing low-code machine learning libraries and time-series forecasting techniques. [ABSTRACT FROM AUTHOR]- Published
- 2024
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4. Auswirkungen von UV-Strahlung und Temperatur auf den Schwammspinner und den Goldafter in Serbien
- Author
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Milanović, Slobodan, Mihailović, Dragutin T., Lakićević, Milena, Đurđević, Vladimir, Malinović-Milićević, Slavica, Milanović, Sladjan D., and Trailović, Zoran
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regional climate change effects ,regionale Effekte des Klimawandels ,Temperatur ,Temperature ,Euproctis chrysorrhoea ,UV-Strahlung ,Lymantria dispar ,UV radiation - Abstract
The impact of climate change on insect pests is an emerging topic in forestry and forest science. This study investigates the relationships between two broadleaved forest pests – spongy moth (Lymantria dispar L.) and brown-tail moth (Euproctis chrysorrhoea L.) – and oaks (Quercus sp.) as their hosts. Oak forests cover almost one-third of the total forest area of Serbia and are ecologically very valuable, but at the same time vulnerable, as being affected in adverse ways by several primary pests and pathogens. Since 1862, Serbia experienced several extremely large outbreaks of spongy moth with more than a hundred thousand hectares completely defoliated each time, while brown-tail moth occurred periodically with a much lower spatial extent. The aim of this research was to investigate the effect of UV radiation (UVR) and air temperature on spongy moth and brown-tail moth in Serbian forests. We used simulations of the coupled regional climate model EBU-POM (Eta Belgrade University-Princeton Ocean Model) for the A1B scenario for the period 2001-2030 as main input and different statistical methods to explore relationships between observations of pest spread and climate change impacts. Our results suggest (i) increasing the areas affected by spongy moth due to its sensitivity on UVR in May, and (ii) altitudinal spreading of brown-tail moth population up to 800 – 1000 m. This research indicates that in situ forest observations in Serbia are not only affected by climate change, but also by the combined effect of climate on forest pests. For further research, we recommend exploring other forest stressors or dieback phenomena in European forests by applying the same or similar regional climate model dataset.
- Published
- 2023
5. Circulation weather types and their influence on precipitation in Serbia
- Author
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Putniković, Suzana, Tošić, Ivana, and Đurđević, Vladimir
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- 2016
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6. A multi-year study of radioactivity in surface air and its relation to climate variables in Belgrade, Serbia
- Author
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Ajtić Jelena V., Todorović Dragana J., Nikolić Jelena D., and Đurđević Vladimir S.
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radioactivity ,beryllium-7 ,lead-210 ,air ,sun-spot number ,climate variable ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
Activities of 7Be and 210Pb were monitored in surface air in Belgrade, Serbia, from 2004 to 2012. The measurements were taken from two locations, in an open field of a city suburb and in the central city area. The activities were determined on HPGe detectors by standard gamma spectrometry. The 7Be activity shows a pronounced seasonal pattern, with the maximum in spring-summer and minimum in winter, while the 210Pb activity exhibits two maxima, in autumn and late winter. The mean monthly concentrations measured at both sites are below 9 mBq/m3 and 1.3 mBq/m3 for 7Be and 210Pb, respectively. The obtained correlation of the 7Be activity with the number of sun-spots is not statistically significant. Relations of the radionuclides' activities with climate variables (precipitation, temperature, relative humidity, cloud cover, sunshine hours, and atmospheric pressure) are also investigated, but the only significant correlations are found for the 7Be activity with temperature and sunshine hours, and the 210Pb activity with atmospheric pressure. The maximum 7Be and 210Pb activities corresponding to binned total monthly precipitation data imply different modes of the radionuclide scavenging from the atmosphere. During dry periods, accumulation of the radionuclides in the atmosphere leads to their increased activities, but no correlation was found between the activities and the number of consecutive dry days. [Projekat Ministarstva nauke Republike Srbije, br. 43007: Studying climate change and its influence on the environment: impacts, adaptation and mitigation]
- Published
- 2013
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7. Beryllium-7 activity concentration trends in Serbia and Slovenia
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Bianchi, Stefano, Plastino, Wolfango, Rajačić, Milica, Krneta Nikolić, Jelena, Todorović, Dragana, Zorko, Benjamin, Nečemer, Marijan, Vodenik, Branko, Glavič Cindro, Denis, Kožar Logar, Jasmina, Sarvan, Darko, Đurđević, Vladimir, and Ajtić, Jelena
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Beryllium-7 ,Belgrade ,Ljubljana ,Krško ,surface air - Abstract
Beryllium-7 is a natural radionuclide used as a tracer of the stratospheric-tropospheric exchange. Its abundance in the surface air is expected to change as the temperatures in the atmosphere increase. To investigate the temporal trends of the beryllium-7 activity concentrations and temperature, we apply spectral analysis to time series from three sampling sites: Belgrade in Serbia, and Ljubljana and Krško in Slovenia. The sites lie close to the 45 ºN parallel, with Krško approximately 400 km and Ljubljana around 500 km west of Belgrade. Between January 1991 and December 2019, the air filter samples were collected using air samplers; a monthly composite sample was formed and analysed by gamma spectrometry. We use monthly mean temperature records from the European Climate Assessment & Dataset, the Republic Hydrometeorological Service of Serbia for Belgrade, and the Slovenian Environment Agency for the sites in Slovenia. In the spectral analysis decomposition, we look into a term called trend that represents the overall growth (increase or decrease) in the data records. The trend is calculated using a linear fit. All three sites show 1) positive temperature trends, however statistically insignificant (at the 95 % confidence level), and 2) statistically significant beryllium-7 activity concentration trends of 2.26 %/year, 1.13 %/year, and 0.50 %/year in Belgrade, Ljubljana, and Krško, respectively. The results confirm our initial hypothesis–over the 28 investigated years, the beryllium-7 activity concentrations increase in the surface air. On the other hand, the non-significant temperature rise in our records suggests that within our method, the temporal resolution of one month is insufficient for obtaining a statistically significant temperature trend.
- Published
- 2022
8. Observed Changes in Climate Conditions and Weather-Related Risks in Fruit and Grape Production in Serbia.
- Author
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Vujadinović Mandić, Mirjam, Vuković Vimić, Ana, Ranković-Vasić, Zorica, Đurović, Dejan, Ćosić, Marija, Sotonica, Dunja, Nikolić, Dragan, and Đurđević, Vladimir
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CLIMATE change ,AGRICULTURAL productivity ,FRUIT ,WATER temperature ,CENTRAL economic planning ,GRAPES - Abstract
Climate change, through changes in temperature, precipitation, and frequency of extreme events, has influenced agricultural production and food security over the past several decades. In order to assess climate and weather-related risks to fruit and grape production in Serbia, changes in bioclimatic indices and frequency of the occurrence of unfavourable weather events are spatially analysed for the past two decades (1998–2017) and the standard climatological period 1961–1990. Between the two periods, the Winkler and Huglin indices changed into a warmer category in most of the viticultural regions of Serbia. The average change shift was about 200 m towards higher elevations. Regarding the frequency of spring frost, high summer temperatures and water deficit, the most vulnerable regions in terms of fruit and grape production are found alongside large rivers (Danube, Sava, Great and South Morava), as well as in the northern part of the country. Regions below 300 m are under increased risk of high summer temperatures, as the number and duration of occurrences increased significantly over the studied periods. The high-resolution spatial analysis presented here gives an assessment of the climate change influence on the fruit and grapes production. The presented approach may be used in regional impact assessments and national planning of adaptation measures, and it may help increase resilience of agricultural production to climate change. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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9. Seasonality of 7Be concentrations in Europe and influence of tropopause height
- Author
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Hernández-Ceballos, Miguel Angel, Brattich, Erika, Cinelli, Giorgia, Ajtić, Jelena, Đurđević, Vladimir, Hernández Ceballos, Miguel Angel, Brattich, Erika, Cinelli, Giorgia, Ajtić, Jelena, and Djurdjevic, Vladimir
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Europe ,7Be ,Radiotracers ,Tropopause height ,transport time ,seasonality ,tropopause height ,lcsh:Meteorology. Climatology ,lcsh:QC851-999 ,radiotracer ,radiotracers - Abstract
This study aims at analysing the latitudinal variability of both the yearly and seasonal pattern of 7Be surface activity concentrations, at addressing the impact of tropopause height (TPH) on 7Be distribution and at evaluating the time lag between TPH and 7Be at European level. With this aim, weekly 7Be and daily TPH data at 17 sampling stations during 10 yr (2001–2010) are analysed. 7Be shows a clear increasing tendency in the period and generally tends to increase with decreasing latitude. The seasonal pattern generally shows maxima during the warm period and minima during the cold one. The seasonal variogram analysis points out a good spatial correlation for TPH data while a weaker one is observed for 7Be, having TPH a larger influence on 7Be during summer. The influence of TPH on 7Be exhibits a large spatial variability, with a clear gap between south and north in the area of the polar front jet. The results identify the presence of two main groups, in particular separating between stations located in northern Europe (50 °N and higher) and stations in southern Europe (south of 50 °N). A similar behaviour for stations located in the same geographical area is also observed when looking at the day of maximum impact of TPH on 7Be concentrations. The results suggest that 7Be concentrations respond in different time ranges to changes in the TPH, observing seasonal differences in each group. These results represent the first European approach to the understanding of the TPH impact on 7Be concentrations at surface levels.Keywords: 7Be, radiotracers, tropopause height, transport time, seasonality, Europe(Published: 11 May 2016)Citation: Tellus B 2016, 68, 29534, http://dx.doi.org/10.3402/tellusb.v68.29534
- Published
- 2016
10. The potential impact of climate change on the distribution of key tree species in Serbia under RCP4.5 and RCP 8.5 scenarios.
- Author
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Miletić, Boban, Orlović, Saša, Lalić, Branislava, Đurđević, Vladimir, Mandić, Mirjam Vujadinović, Vuković, Ana, Gutalj, Marko, Stjepanović, Stefan, Matović, Bratislav, and Stojanović, Dejan B.
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CLIMATE change ,MULTIPURPOSE trees ,FOREST ecology ,HABITATS - Abstract
Copyright of Austrian Journal of Forest Science / Centralblatt für das Gesamte Forstwesen is the property of Osterreichischer Agrarverlag Druck und Verlags Gesellschaft m.b.H. Nfg. KG and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2021
11. Validating AquaCrop model for rainfed and irrigated maize and soybean production in eastern Croatia.
- Author
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Marković, Monika, Josipović, Marko, Tovjanin, Milena Jančić, Đurđević, Vladimir, Ravlić, Marija, and Barač, Željko
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WATER efficiency ,CORN ,METEOROLOGICAL stations ,IRRIGATION water ,ATMOSPHERIC temperature ,SOYBEAN ,SOYBEAN farming - Abstract
In this study, the AquaCrop model was used to quantify climate change impact on yield and net irrigation in maize and soybean production. Daily observed climate data (1961-1990) from Osijek weather station were used for past climate simulation, and output data from ECHAM model were dynamically downscaled under two IPCC SRES scenarios (A1B, A2) for two integration periods 2041-2070 and 2071- 2100. The soil properties and crop data were presented from 6-year-long (2010-2015) field study of the Agricultural Institute in Osijek, Osijek-Baranja County. The climate results showed expected rise in air temperature up to 5 ºC and significantly lower precipitation up to 43.5%. According to results from the AquaCrop model, there is no change in maize yield in non-irrigated conditions, while in irrigated conditions there is a yield increase of 1.4 t ha-1 of dry matter (dm), with 80 mm higher net irrigation in comparison with the 1961-1990 period. As for soybean production, the increase in yield is expected in both non-irrigated and irrigated conditions. The yield increases up to 1.9 dm t ha-1 in irrigated conditions with 90 mm higher net irrigation in comparison with the 1961-1990 period. As for crop water indices, in non-irrigated conditions the water use efficiency (WUE) has a trend to decrease in the future, while in irrigated conditions it can slightly increase. Irrigation water use efficiency (IWUE) showed significantly higher increase in irrigated maize and soybean production. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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12. Simulierte Langzeitveränderungen von Umweltbedingungen und Graslandvegetation in drei Schutzgebieten in Serbien
- Author
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Čavlović, Dragana, Beloica, Jelena, Obratov-Petković, Dragica, Đurđević, Vladimir, and Košanin, Olivera
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climate change ,ddc:580 ,habitat suitability index ,VSD+ model ,plant community simulation ,sh85015976 Botany ,Serbian grasslands - Abstract
Intense direct and indirect human pressure has been imposed on grasslands throughout their range. Mostly due to the constant need for more food production or due to changes in environmental conditions, grasslands as habitats are expected to become highly endangered. The aim of this study was to estimate the grasslands’ ecological response to future climate and environmental changes. The study took place in three ecologically different grassland communities in three protected natural areas of Serbia (Southeastern Europe), following the same methodology. The study sites were: 1) Peštersko polje Special Nature Reserve (SNR), 2) Deliblato sands SNR (its southern part: Labudovo okno) and 3) Zasavica SNR. Climate change was simulated for mean temperatures and precipitations using the Eta Belgrade University-Princeton Ocean Model (EBU-POM) climate model, for the A1B Intergovernmental Panel on Climate Change (IPCC) emission scenario covering the 1951–2100 period and insolation and volumetric soil moisture content for the 1979–2100 period. Grassland vegetation was analysed at all three sites. One representative plant community per site was selected for further analysis and simulation of ecological changes. One plot was positioned inside each of the above-mentioned communities, all vascular plant species inside the plot were recorded, and soil samples were taken. Ecological Optima (EO) for moisture and temperature were calculated from modified Ellenberg’s plant indicator values of recorded species. The plants’ response to climate and environmental changes was simulated using the VSD+ model for the 2010–2100 period. The data obtained from the model were further analysed with Canonical Correspondence Analysis (CCA). Overall results show that the temperature rise, along with the irregular precipitation at all three sites, will lead to a drop of the relative abundance of many native species in the period between 2040 and 2060. The low obtained Habitat Suitability Index for the future means that there will be either unfavourable environmental conditions for the development of grasslands, or the species we analysed were untypical. Cosmopolitans and xerothermic species will be more accustomed to the new conditions. Grasses will be the most resilient functional group according to our study. It may be concluded that the functional group of grasses will also play the leading role in future grasslands at the studied sites. In Serbien sind vor allem natürliche Grasländer stark gefährdet. Bislang liegen nur sehr wenige Studien zur Auswirkung von Klimaveränderungen auf Grasländer in Serbien vor (z. B. BELOICA et al. 2015). Zudem wurde die Biodiversität des Graslands in Südosteuropa bislang insgesamt kaum untersucht (DENGLER et al. 2014). Das Ziel dieser Studie ist ein Beitrag zur Kenntnis, inwieweit Pflanzengesellschaften auf veränderte Klimabedingungen reagieren. Die Untersuchung wurden in drei Schutzgebieten in Serbien durchgeführt; untersucht wurden drei ökologisch verschiedene Graslandgesellschaften. Die drei Untersuchungsgebiete waren das Peštersko polje-Special Nature Reserve (SNR), das Delibater Sande-SNR (dessen südlicher Teil zum Gebiet Labudovo okno gehört) und das Zasavica-SNR. Zunächst wurde die Graslandvegetation der drei Gebiete analysiert. In jedem Gebiet wurde eine repräsentative Pflanzengesellschaft ausgewählt um die ökologischen Veränderungen zu simulieren. Die ökologischen Optima der Arten hinsichtlich Feuchte und Temperatur wurden auf Grundlage von Zeigerwerten (nach KOJIĆ et al. 1997) berechnet. Die Bodeneigenschaften wurden an den gleichen Orten bestimmt, wo die Aufnahmen erstellt wurden. Die Namen der Pflanzenarten entsprechen der EURO+MED-Datenbank und die Habitattypen EUNIS. Die Veränderungen der mittleren Temperatur und des mittleren Niederschlags nach dem A1B-(IPCC 2014)-Szenario wurden auf Grundlage des Zeitraums 1951–2100 mit Hilfe von EBUPOM-Klimamodellen simuliert. Die Einstrahlung und der volumetrische Bodenwassergehalt wurden auf Grundlage des Zeitraums 1979–2100 simuliert. Die Reaktion der Pflanzen auf die Klima- und Umweltveränderungen wurde mit Hilfe von VSD+ (Version 5.5, 2001, 2015 Alterra, CCE; MOLDIJKSTRA & REINDS 2017) für den Zeitraum 2010–2100 simuliert. Eine kanonische Korrespondenzanalyse der Pflanzengesellschaften für denselben Zeitraum wurde mit Hilfe von Past 3.14 (HAMMER et al. 2001) durchgeführt.
- Published
- 2017
13. Expected Changes of Montenegrin Climate, Impact on the Establishment and Spread of the Asian Tiger Mosquito (Aedes albopictus), and Validation of the Model and Model-Based Field Sampling.
- Author
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Petrić, Mina, Lalić, Branislava, Pajović, Igor, Micev, Slavica, Đurđević, Vladimir, and Petrić, Dušan
- Subjects
CLIMATE change ,AEDES albopictus ,ARBOVIRUSES ,STATISTICAL sampling - Abstract
Aedes albopictus has become established in many parts of Europe since its introduction at the end of the 20th century. It can vector a range of arboviruses, of which Chikungunya and Dengue are most significant for Europe. An analysis of the expected climate change and the related shift in Köppen zones for Montenegro and impact on the establishment of Ae. albopictus was conducted. Outputs of a mechanistic Aedes albopictus model were validated by 2245 presence/absence records collected from 237 different sites between 2001 and 2014. Finally, model-based sampling was designed and performed at 48 sites in 2015, in a previously unexplored northern part of Montenegro, and results were validated. The Eta Belgrade University (EBU)-Princeton Ocean Model (POM) regional climate model was used with the A2 emissions scenario for the 2001–2030 and 2071–2100 integration periods. The results point to a significant increase in suitability for the mosquito and a vertical shift to higher altitudes by the end of the century. The model showed excellent results with the area under the receiver operating characteristic curve (AUC) of 0.94. This study provides a tool for prioritizing surveillance efforts (model-based surveillance), especially when resources are limited. This is the first published analysis of Climate Change that incorporates observations from the national synoptic grid and the subsequent impact on Ae. albopictus in Montenegro. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
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