Претрага
389 items
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Land-use suitability analysis of Belgrade city suburbs using machine learning algorithm
Đurić Uroš, Marjanović Miloš, Šušić Vladimir, Petrović Rastko, Abolmasov Biljana, Zečević Snežana, Basarić Irena (2013)Đurić Uroš, Marjanović Miloš, Šušić Vladimir, Petrović Rastko, Abolmasov Biljana, Zečević Snežana, Basarić Irena. "Land-use suitability analysis of Belgrade city suburbs using machine learning algorithm" in Gis Ostrava 2013 – Geoinformatics for city transformations, Tenth International symposium Ostrava, Ostrava, Czech Republic:Technical University of Ostrava (2013): 49-61
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Pre-failure deformation monitoring as rockfall prediction tool
Miloš Marjanović, Biljana Abolmasov, Zoran Berisavljević, Marko Pejić, Petko Vranić. "Pre-failure deformation monitoring as rockfall prediction tool" in IOP Conference Series: Earth and Environmental Science, IOP Publishing (2021). https://doi.org/10.1088/1755-1315/833/1/012197
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Unraveling Innerworkings of Magmatic System Beneath the East Pacific Rise 9º50’N
Milena Marjanović, Suzanne M. Carbotte, Alexandre Stopin, Felix Waldhauser, Satish C. Singh, René-Édouard Plessix, Miloš Marjanović, Malden R. Nedimović, Juan Pablo Canales, Hélène D. Carton, Javier Escartin, John C. Mutter (2021)Milena Marjanović, Suzanne M. Carbotte, Alexandre Stopin, Felix Waldhauser, Satish C. Singh, René-Édouard Plessix, Miloš Marjanović, Malden R. Nedimović, Juan Pablo Canales, Hélène D. Carton, Javier Escartin, John C. Mutter. "Unraveling Innerworkings of Magmatic System Beneath the East Pacific Rise 9º50’N" in AGU Fall Meeting 2021, American Geophysical Union (2021)
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Improvement of education through the cooperation between CEEPUS EURO Geo-Sci network and scientific projects: examples from UB-FMG
Kristina Šarić, Dejan Prelević, Miloš Marjanović, Uroš Stojadinović, Vladimir Simić . "Improvement of education through the cooperation between CEEPUS EURO Geo-Sci network and scientific projects: examples from UB-FMG" in V Congress of Geologists of Republic of Macedonia ": “Geology in a changing world”, Makedonsko geološko društvo (2024)
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Numerical modeling of Selanac debris flow propagation using SPH code
The Selanac debris flow is a very huge event triggered after extreme rainfall caused by Cyclone Tamara activity in the Republic of Serbia in May 2014. The Selanac case study was already modelling in different programs using Voellmy rheology assumptions like RAMMS software. In this paper research are focusing particularly on the process of debris flowing from initiation zone to main deposition area using Geoflow SPH two-phase model considering frictional rheology law. Main rheological parameters are back-calculated using also ...Jelka Krušić, Biljana Abolmasov, Miloš Marjanović, Manuel Pastor, Saeid M. Tayyebi . "Numerical modeling of Selanac debris flow propagation using SPH code" in SCG-XIII International Symposium on Landslides. Cartagena, Colombia- February 22-26, 2021, International Society for Soil Mechanics And Geotechnical Engineering (2021)
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IPL Project 181 – Study of slow moving landslide Umka near Belgrade, Serbia – progress report for 2017 & 2018
Đurić Uroš, Abolmasov Biljana, Marjanović Miloš, Samardžić Petrović Mileva, Pejić Marko, Brodić Nenad, Popović Jovan (2018)Đurić Uroš, Abolmasov Biljana, Marjanović Miloš, Samardžić Petrović Mileva, Pejić Marko, Brodić Nenad, Popović Jovan. "IPL Project 181 – Study of slow moving landslide Umka near Belgrade, Serbia – progress report for 2017 & 2018" in Proceeding of IPL Symposium on Landslides 2018, Organized by International Consortium on Landslides (ICL) 1, Kyoto, Japan:International Consortium on Landslides (2018)
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Quantitative landslide risk assessment in the city of Tuzla
In the climate-changing conditions, geological environment interacts more dramatically with the urban fabric than before. The urbanization is expansive and more aggressive than before, but so are the weather extremes and long-term climate trends. In effect, many processes which can be triggered by either side, nature or engineering, are becoming more pervasive than before, and such is the case with landslides. Dealing and managing landslides requires few crucial steps, starting from collecting data on landslide location and typology – ...Miloš Marjanović, Biljana Abolmasov, Cvjetko Sandić, Miralem Mulać, Petar Begović. "Quantitative landslide risk assessment in the city of Tuzla" in SCG-Xiii International Symposium on Landslides. Cartagena, Colombia- February 22-26, 2021, International Society for Soil Mechanics and Geotechnical Engineering (2021)
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Regional Slope Stability Analysis in Landslide Hazard Assessment Context, North Macedonia Example
... Example Miloš Marjanović, Biljana Abolmasov, Igor Peshevski, James Reeves, Irena Georgievska Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Regional Slope Stability Analysis in Landslide Hazard Assessment Context, North Macedonia Example | Miloš Marjanović, Biljana ...
... University of Honduras Tegucigalpa, Honduras Regional Slope Stability Analysis in Landslide Hazard Assessment Context, North Macedonia Example Miloš Marjanović, Biljana Abolmasov, Igor Peshevski, James Reeves, and Irena Georgievska Abstract This paper is representing a successful application and ...
... poor societies resort to quick but temporary repairments, M. Marjanović � B. Abolmasov (&) Faculty of Mining and Geology, University of Belgrade, Đušina 7, 11000 Belgrade, Serbia e-mail: biljana.abolmasov@rgf.bg.ac.rs M. Marjanović e-mail: milos.marjanovic@rgf.bg.ac.rs I. Peshevski Faculty of ...Miloš Marjanović, Biljana Abolmasov, Igor Peshevski, James Reeves, Irena Georgievska. "Regional Slope Stability Analysis in Landslide Hazard Assessment Context, North Macedonia Example" in Understanding and Reducing Landslide Disaster Risk, Springer International Publishing (2020). https://doi.org/10.1007/978-3-030-60227-7_29
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The ‘Umka’ landslide
We present an in-depth landslide map of the ‘Umka’ landslide near Belgrade, Serbia, at a scale of 1:5000. The map delineates elements at risk, primarily buildings and road infrastructure impacted by the landslide displacements of several cm per year, introduced during frequent reactivation stages. The Main map results from a survey of over 350 buildings and more than 7 km of state and local roads. The acquisition techniques included engineering geological field mapping, building survey, and visual interpretation of ...rizik od klizišta, elementi rizika, kartiranje pomoću drona, ispitivanje objekata, geotehnički monitoringUroš Đurić, Dragana Đurić, Miloš Marjanović, Biljana Abolmasov, Ivana Vasiljević. "The ‘Umka’ landslide" in Journal of Maps, Informa UK Limited (2024). https://doi.org/10.1080/17445647.2024.2418580
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Geological, morphologic and pedologic components of the terroir of Smederevka
Marjanović Miloš, Stojaković Aleksandar, Abolmasov Biljana, Đurić Dragana, Đurić Uroš, Krušić Jelka, Andrejev Katarina, Samardžić Petrović Mileva (2018)Marjanović Miloš, Stojaković Aleksandar, Abolmasov Biljana, Đurić Dragana, Đurić Uroš, Krušić Jelka, Andrejev Katarina, Samardžić Petrović Mileva. "Geological, morphologic and pedologic components of the terroir of Smederevka" in Abstract Book 17th Serbian Geological Congress, May 17‐20, Vrnjačka Banja 2, Beograd:Srpsko geološko društvo (2018): 808-813
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An Integrated Approach to Landslides Risk Management for Local and National Authorities
Biljana Abolmasov, Miloš Marjanović, Uroš Đurić, Jelka Krušić. "An Integrated Approach to Landslides Risk Management for Local and National Authorities" in Progress in Landslide Research and Technology, Volume 2 Issue 2, Springer Cham (2023). https://doi.org/https://doi.org/10.1007/978-3-031-44296-4_20
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Project BEWARE—Landslide Post-disaster Relief Activities for Local Communities in Serbia
Biljana Abolmasov, Dobrica Damjanović, Miloš Marjanović, Ranka Stanković, Velizar Nikolić, Sandra Nedeljković, Žarko Petrović (2017)Biljana Abolmasov, Dobrica Damjanović, Miloš Marjanović, Ranka Stanković, Velizar Nikolić, Sandra Nedeljković, Žarko Petrović. "Project BEWARE—Landslide Post-disaster Relief Activities for Local Communities in Serbia" in Advancing Culture of Living with Landslides, Proceedings of 4th World Landslide Forum, Ljubljana 29 May-02 June 2017 3, Berlin : Springer Interantional (2017). https://doi.org/10.1007/978-3-319-53487-9_48
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Primena AHP и WoEmetode u proceni podložnosti terena na kliženje za područje opštine Krupanj
Biljana Abolmasov, Jelka Krušić, Katarina Andrejev, Miloš Marjanović, Ranka Stanković, Uroš Đurić (2017)Biljana Abolmasov, Jelka Krušić, Katarina Andrejev, Miloš Marjanović, Ranka Stanković, Uroš Đurić . "Primena AHP и WoEmetode u proceni podložnosti terena na kliženje za područje opštine Krupanj" in Izgradnja, Beograd : Udruženje inženjera građevinarstva, geotehnike, arhitekture i urbanista Izgradnja (2017): 239-246
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Permanent GNSS monitoring of landslide Umka
Mileva Samardžić Petrović, Jovan Popović, Uroš Đurić, Biljana Abolmasov, Marko Pejić, Miloš Marjanović (2020)Клизиште Умка је једно од највећих насељених активних клизишта у Србији. Активност клизишта Умка се прати већ више од 85 година, различитим геотехничким и геодетским техникама. Од 2010. године, активност kлизишта се континуирано прати у реалном времену аутоматизованим перманентним системом за праћење базираним на Глобалним навигационим сателитским системима (ГНСС). Поред тога, од 2018. године активност клизишта се додатно прати кинематичким ГНСС одређивањем положаја скупа карактеристичних тачака као и применом UAV фотограметрије. Главни циљ овог рада је приказ резултата опажања три ...Mileva Samardžić Petrović, Jovan Popović, Uroš Đurić, Biljana Abolmasov, Marko Pejić, Miloš Marjanović. "Permanent GNSS monitoring of landslide Umka" in International Conference on Contemporary Theory and Practice in Construction XIV Stepgrad, University of Banja Luka, Faculty of Architecture, Civil Engineering and Geodesy (2020). https://doi.org/10.7251/STP2014091S
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Extreme Rainfall Event and Its Aftermath Analysis—IPL 210 Project Progress Report
Biljana Abolmasov, Mileva Samardžić Petrović, Ranka Stanković, Miloš Marjanović, Jelka Krušić, Uroš Đurić (2021)... Stanković, Miloš Marjanović, Jelka Krušić, Uroš Đurić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Extreme Rainfall Event and Its Aftermath Analysis—IPL 210 Project Progress Report | Biljana Abolmasov, Mileva Samardžić Petrović, Ranka Stanković, Miloš Marjanović ...
... Extreme Rainfall Event and Its Aftermath Analysis—IPL 210 Project Progress Report Biljana Abolmasov, Mileva Samardžić Petrović, Ranka Stanković, Miloš Marjanović, Jelka Krušić, and Uroš Đurić Abstract The main results of recent activities on IPL210 Project summarize rainfall event, rainfall-induced ...
... years. B. Abolmasov (&) � R. Stanković � M. Marjanović � J. Krušić Faculty of Mining and Geology, University of Belgrade, Đušina 7, 11000 Belgrade, Serbia e-mail: biljana.abolmasov@rgf.bg.ac.rs R. Stanković e-mail: ranka.stankovic@rgf.bg.ac.rs M. Marjanović e-mail: milos.marjanovic@rgf.bg.ac.rs J ...Biljana Abolmasov, Mileva Samardžić Petrović, Ranka Stanković, Miloš Marjanović, Jelka Krušić, Uroš Đurić. "Extreme Rainfall Event and Its Aftermath Analysis—IPL 210 Project Progress Report" in Understanding and Reducing Landslide Disaster Risk, Springer International Publishing (2021). https://doi.org/10.1007%2F978-3-030-60196-6_19
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Spatial assessment of the areas sensitive to degradation in the rural area of the municipality Čukarica
Nature and Landscape Conservation, Soil Science, Agronomy and Crop Science, Water Science and TechnologyNatalija Momirović, Ratko Kadović, Veljko Perović, Miloš Marjanović, Aleksandar Baumgertel. "Spatial assessment of the areas sensitive to degradation in the rural area of the municipality Čukarica" in International Soil and Water Conservation Research, Elsevier BV (2019). https://doi.org/10.1016/j.iswcr.2018.12.004
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CliRtheRoads: An Integrated Approach to Landslide Risk Management on Roads in Serbia
Biljana Abolmasov, Ranka Stanković, Miloš Marjanović, Nikola Vulović, Uroš Đurić . "CliRtheRoads: An Integrated Approach to Landslide Risk Management on Roads in Serbia" in Progress in Landslide Research and Technology, Springer Cham (2023). https://doi.org/https://doi.org/10.1007/978-3-031-44296-4_23
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Regional Debris Flow Hazard Assessment of the Grdelica Gorge (Serbia)
Miloš Marjanović, Biljana Abolmasov, Jelka Krušić, Uroš Đurić. "Regional Debris Flow Hazard Assessment of the Grdelica Gorge (Serbia)" in Progress in Landslide Research and Technology, Volume 3 Issue 1, Springer Cham (2024). https://doi.org/https://doi.org/10.1007/978-3-031-55120-8_15
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Machine learning based landslide assessment of the Belgrade metropolitan area: Pixel resolution effects and a cross-scaling concept
Improvements of Machine Learning-based landslide prediction models can be made by optimizing scale, customizing training samples to provide sets with the best examples, feature selection, etc. Herein, a novel approach, named Cross-Scaling, is proposed that includes the mixing of training and testing set resolutions. Hypothetically, training on a coarser resolution dataset and testing the model on a finer resolution should help the algorithm to better generalize ambiguous examples of landslide classes and yield fewer over/underestimations in the model. This ...... Đurić, Miloš Marjanović, Zoran Radić, Biljana Abolmasov Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Machine learning based landslide assessment of the Belgrade metropolitan area: Pixel resolution effects and a cross-scaling concept | Uroš Đurić, Miloš Marjanović ...
... Hazards Risk 7, 1884–1907. https://doi.org/10.1080/19475705. 2016.1172520. Marjanović, M., 2014. Conventional and Machine Learning Methods for Landslide Assessment in Gis, 1st. ed. Palacký Univerzity, Olomouc. Marjanović, M., Kovačević, M., Bajat, B., Voženílek, V., 2011. Landslide susceptibility ...
... while still using current state-of-the art techniques. We focus on a novel approach that involves mixing of the training and testing set resolutions (Marjanović et al., 2018) named Cross-Scaling (CrSc). CrSc is similar to the mixed pixels approach that is common in satellite image processing and classification ...Uroš Đurić, Miloš Marjanović, Zoran Radić, Biljana Abolmasov. " Machine learning based landslide assessment of the Belgrade metropolitan area: Pixel resolution effects and a cross-scaling concept" in Engineering Geology , Elsevier (2019). https://doi.org/10.1016/j.enggeo.2019.05.007
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Concepts for Improving Machine Learning Based Landslide Assessment
... Based Landslide Assessment Miloš Marjanović, Mileva Samardžić Petrović, Biljana Abolmasov, Uroš Đurić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Concepts for Improving Machine Learning Based Landslide Assessment | Miloš Marjanović, Mileva Samardžić Petrović ...
... employees' publications. - The Repository is available at: www.dr.rgf.bg.ac.rs Concepts for Improving Machine Learning Based Landslide Assessment Miloš Marjanović, Mileva Samardžić-Petrović, Biljana Abolmasov and Uroš Đurić Abstract The main idea of this chapter is to address some of the key issues that ...
... highlighted that they did not include 28 M. Marjanović et al. geological factors as predictors. Their results should be considered with caution regarding LAM, due to lower accuracy compared to similar studies in the available literature (Yilmaz 2009; Marjanović 2013; Youssef et al. 2016; Ciurleo et al ...Miloš Marjanović, Mileva Samardžić Petrović, Biljana Abolmasov, Uroš Đurić. "Concepts for Improving Machine Learning Based Landslide Assessment" in Natural Hazards GIS-based Spatial Modeling Using Data Mining Techniques, Advances in Natural and Technological Hazards Research, volume 48, Springer Nature Switzerland AG 2019 (2019). https://doi.org/10.1007/978-3-319-73383-8_2