Name Authors Journal Year Data
Random Forest Spatial Interpolation Sekulić, A., Kilibarda, M., Heuvelink, G.B.M., Nikolić, M., Bajat, B.

Remote Sensing, 12 (10), 1687

Spatio-temporal regression kriging model of mean daily temperature for Croatia Sekulić, A., Kilibarda, M., Protić, D., Perčec Tadić, M. & Bajat, B.

Theoretical and Applied Climatology,

Is the Second Demographic Transition a useful framework for understanding the spatial patterns of fertility change in Serbia at the beginning of the 21st century? Nikitović, V., Arsenović, D., Sekulić, A., & Bajat, B.

AUC Geographica, 54(2), 152-167.

Prototype of the 3D Cadastral System Based on a NoSQL Database and a JavaScript Visualization Application Višnjevac, N., Mihajlović, R., Šoškić, M., Cvijetinović, Ž., & Bajat, B.

ISPRS International Journal of Geo-Information, 8(5), 227.

Sparse regression interaction models for spatial prediction of soil properties in 3D M Pejović, M Nikolić, GBM Heuvelink, T Hengl, M Kilibarda, B Bajat Computers & geosciences 118, 1-13
Estimating the performance of random forest versus multiple regression for predicting
prices of the apartments
M Čeh, M Kilibarda, A Lisec, B Bajat ISPRS International Journal of Geo-Information 7 (5), 168
Machine learning techniques for modelling short term land-use change M Samardžić-Petrović, M Kovačević, B Bajat, S Dragićević ISPRS International Journal of Geo-Information 6 (12), 387
SoilGrids250m: Global gridded soil information based on machine learning Hengl T, Mendes de Jesus J, Heuvelink GBM, Ruiperez Gonzalez M, Kilibarda M, Blagotić A, et al. PLoS ONE12(2): e0169748.

3D urban solar potential maps - case study of the i-SCOPE project Dragutin D. Protić, Milan Kilibarda, Marina D. Nenković-Riznić, Ivan Đ Nestorov


Layer-specific spatial prediction of As concentration in copper smelter vicinity considering the terrain exposure Milutin Pejović, Branislav Bajat, Zagorka Gospavić, Elmira Saljnikov, Milan Kilibarda, Dragan Čakmak Journal of Geochemical Exploration, Volume 179, 2017, Pages 25-35, ISSN 0375-6742, 2017
Using NoSQL databases in the 3D cadastre domain Višnjevac N., Mihajlović R., Šoškic M., Cvijetinović Ž., Bajat B. Geodetski vestnik, 61 (3), 412-426. DOI: 10.15292/geodetski-vestnik.2017.03.412-426 2017  
Proceedings of GeoMLA - Geostatistics and Machine Learning, Applications in Climate and Environmental Sciencies

Milan Kilibarda,
Jelena Luković

GeoMLA Conference, Faculty of Civil Engineering, University of Belgrade 2016  
Spatial patterns of recent demographic trends in Serbia (1961–2010) Nikitović, V., Bajat, B., Blagojević, D. Geografie, 121, 4, 521–543. 2016  
High Resolution Grid of Potential Incoming Solar Radiation for Serbia Jelena Luković, Branislav Bajat, Milan Kilibarda, Dejan Filipović THERMAL SCIENCE: Year 2015, Vol. 19, Suppl. 2, pp. S427-S435 2015
Recent trends in daily rainfall extremes over Montenegro (1951–2010) D. Burić, J. Luković, B. Bajat, M. Kilibarda, N. Živković Natural Hazards and Earth System Sciences, Vol. 15, No. 9,  p. 2069-2077. 2015
Exploring the Decision Tree Method for Modelling Urban Land Use Change M. Samardžić-Petrović, S. Dragićević, B. Bajat, M. Kovačević Geomatica Vol. 69, No. 3, p. 313-325 2015  
Modeling Urban Land Use Changes Using Support Vector Machines M. Samardžić-Petrović, S. Dragićević, M. Kovačević, B. Bajat Transactions in GIS, doi: 10.1111/tgis.12174; 2015  
Spatial pattern of North Atlantic Oscillation impact on rainfall in Serbia Jelena Luković, Dragan Blagojevć, Milan Kilibarda, Branislav Bajat Spatial Statistics, Elsevier 2015  
Global geographic and feature space coverage of temperature data in the context of spatio-temporal interpolation Milan Kilibarda, Melita Perčec Tadić, Tomislav Hengl, Jelena Luković, Branislav Bajat Spatial Statistics, Elsevier 2015  
Recent trends in daily rainfall extremes over Montenegro (1951–2010) D Burić, J Luković, B Bajat, M Kilibarda, V Ducić Natural Hazards and Earth System Sciences Discussions, Copernicus GmbH, Vol. 3, no. 4, p. 2347-2377 2015
Dasymetric Mapping of Population Distribution in Serbia Based on Soil Sealing Degrees Layer Nikola Krunić, Branislav Bajat, Milan Kilibarda Surface Models for Geosciences, Springer International Publishing, p. 137-149 2015
Spatial pattern of recent rainfall trends in Serbia (1961–2009) Luković, J.; Bajat, B.; Blagojević, D. & Kilibarda, M. Regional Environmental Change, 14, Springer Berlin Heidelberg, Vol. 14, No. 5, p. 1789-1799 2014
Spatial analysis of the temperature trends in Serbia during the period 1961–2010 Bajat, B.; Blagojević, D.; Kilibarda, M.; Luković, J. & Tosić, I. Theoretical and Applied Climatology, Springer Vienna, Vol. 121, No. 1-2, p. 1-13 2014
Proceedings of DailyMeteo. org/2014 Conference: Belgrade, Serbia, 26-27 June 2014 B Bajat, M Kilibarda Conference, Faculty of Civil Engineering, University of Belgrade 2014  
Rainfall Variability and NAO, Spatial Pattern Jelena Luković, Branislav Bajat, Dragan Blagojević, Milan Kilibarda Proceedings of Conference, Faculty of Civil Engineering, University of Belgrade, p. 42-44 2014  
Laboratory for development of open source geospatial technologies – role in education and research M. Kilibarda, B. Bajat, Nemanja Branisavljević Geonauka Vol. 2, No. 2, p. 6-11 2014  
Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution Kilibarda, M.; Hengl, T.; Heuvelink, G. B.; Graeler, B.; Pebesma, E.; Tadic, M. P. & Bajat, B. Journal of Geophysical Research: Atmospheres, Vol. 119, No. 5 2014  
Use of mosses as biomonitors of major, minor and trace element deposition around the largest thermal power plant in Serbia Mirjana Ćujić, Snežana Dragović, Marko Sabovljević, Latinka Slavković‐Beškoski, Milan Kilibarda, Jelena Savović, Antonije Onjia CLEAN–Soil, Air, Water, Vol. 42, No. 1, p. 5-11 2014  
Trace element distribution in surface soils from a coal burning power production area: A case study from the largest power plant site in Serbia Snežana Dragović, Mirjana Ćujić, Latinka Slavković-Beškoski, Boško Gajić, Branislav Bajat, Milan Kilibarda, Antonije Onjia CATENA, Elsevier, Volume 104, p. 288-296, ISSN 0341-8162 2013  
Dasymetric modelling of population dynamics in urban areas Bajat B., Krunić N., Samardzić-Petrović M. and Kilibarda M. Geodetski vestnik, THE ASSOCIATION OF SURVEYORS OF SLOVENIA, Vol. 57, No. 4, p.777-792 2013  
Publicly available global meteorological data sets: sources, representation, and usability for spatio-temporal analysis Milan Kilibarda, M Percec Tadic, Tomislav Hengl, J Lukovic, Branislav Bajat International Journal of Climatology, in review 2013  
Mapping average annual precipitation in Serbia(1961–1990) by using regression kriging Bajat B, Pejović M, Luković J, Manojlović P, Ducić V, Mustafić S. Theoretical and Applied Climatology, Vol. 112, No. 1-2, p. 1-13 2013  
The Preliminary Damage Assessment of Properties Based on Massive Appraisal Maps Branislav Bajat, Milan Kilibarda, Mileva Samardiic Petrovic, Milutin Pejovic Proceedings of 1st Regional Symposium on Landslides in the Adriatic-Balkan Region 2013
Estimation of flow accumulation uncertainty by Monte Carlo stochastic simulations Nenad Višnjevac, Željko Cvijetinović, Branislav Bajat, Boris Radić, Ratko Ristić, Vukašin Milčanović Glasnik Sumarskog fakulteta, No. 108, p. 7-24 2013  
Mapping probabilities of precipitation occurrence on the territory of the Republic of Serbia by the method of indicator kriging Jelena Pandžić, Branislav Bajat, Jelena Luković Glasnik Srpskog geografskog drustva, Vol. 93, No. 2, p. 23-40 2013  
Super Resolution Mapping of Agricultural Parcel Boundaries based on Localized Partial Unmixing Protić, D.; Kilibarda, M., Nestorov, I. Geodetski list, Hrvatsko geodetsko društvo, Vol. 66, No. 4, p. 259-271 2012  
plotGoogleMaps: The R-based web-mapping tool for thematic spatial data M. Kilibarda, B. Bajat GEOMATICA, NRC Research Press, Vol. 66, No. 1, p. 37-49 2012  
Spatial distribution of interpolation uncertainity: Case study of isotherm map of Serbia (1991-2009) Milutin Pejović, Branislav Bajat, Jelena Luković Glasnik Srpskog geografskog drustva, Vol. 92, No. 4, p. 31-50 2012  
Plotgooglemaps–A Simple Solution for Geological Survey Web Mapping MILAN KILIBARDA, ZORAN RADIĆ, BRANISLAV BAJAT The Geology in Digital Age: Proceedings of the 17th Meeting of the Association of European Geological Societies, Serbian Geological Society, p. 9-12 2011  
Application of open source/free software (R+ Google Earth) in designing 2D geodetic control network Milan Kilibarda, Milutin Pejović Proceedings of International scientific conference and 14th meeting of Serbian Surveyors Professional practice and education in geodesy and related fields, p. 24-26 2011  
Mapping population change index in Southern Serbia (1961–2027) as a function of environmental factors Bajat, B., Hengl, T., Kilibarda, M., Krunic, N. Computers Environment and Urban Systems, Pergamon, Vol.35, No. 1, p. 35-44 2011  
Towards energy-efficient society: an example of “smart city service” Ivan Nestorov, Dragutin Protić, Milan Kilibarda Proceedings of International Scientific Conference Professional Practice and Education in Geodesy And Related Fields, 24th-26th Jun, p. 117-121 2011  
Spatial Modelling of Population Concentration Using Geographically Weighted Regression Method B. Bajat, N. Krunić, M. Kilibarda, M.Samardžić-Petrović Journal of the Geographical Institute “Jovan Cvijic” SASA, Vol. 61, No. 3, p. 151-167 2011  
Dasymetric mapping of spatial distribution of population in Timok Region B. Bajat, N. Krunić, M. Kilibarda Proceedings of international scientific conference professional practice and education in geodesy and related fields, Kladovo, Serbia, p. 30-34 2011  
Modelling the spatial distribution of Vojvodina’s population by using dasymetric method Krunic, N., Bajat, B., Kilibarda, M. SPATIUM International Review, No. 24, p. 45-50 2011  
Landslide assessment of the Starča basin (Croatia) using machine learning algorithms Marjanović M, Kovačević M, Bajat B, Mihalić S, Mihalić Arbanas S., Abolmasov B. Acta Geotechnica Slovenica, Vol. 8, p. 45-55 2011  
Landslide susceptibility assessment using SVM machine learning algorithm Marjanović M, Kovačević M, Bajat B, Voženílek V. Engineering geology, 2011, Vol. 123, No.3, p. 225-234 2011  
Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases Kilibarda, M., Protic, D., Nestorov BULLETIN OF THE SERBIAN GEOGRAPHICAL SOCIETY, SASA, Vol. 90, No. 4, p. 103-114 2010  
Soil Type Classification and Estimation of Soil Properties Using Support Vector Machines Kovačević M, Bajat B, Gajić B. Geoderma, Elsevier, Vol. 154, No. 3, p. 340-347 2010  
3D roof modelling for accurate assessment of solar potential Dragutin Protic, Milan Kilibarda, Ivan Vucetic, Ivan Nestorov