Dr Milan S. Kilibarda
bibliography
Label [M]: evaluation of scientific results → ref. year
Theses
  • Kilibarda M. (2013) Automated Mapping of Climatic Variables Using Spatio-Temporal Geostatistical Methods. PhD thesis. Faculty of Civil Engineering. [M71]
Textbooks
  • Kilibarda M., Protić D. (2018) Geovizualizacija i Web kartografija. Univerzitet u Beogradu, Građevinski fakultet u Beogradu. [MU]
  • Kilibarda, M. (2018) Matematička kartografija. Univerzitet u Beogradu, Građevinski fakultet u Beogradu. [MU]
International monographs
  • Bajat, B. and Kilibarda, M. and Pejović, M. and Samardžić-Petrović, M. (2018) Spatial Hedonic Modeling of Housing Prices Using Auxiliary Maps. [M13]
  • Krunić N., Bajat B. , Kilibarda M. (2015) Dasymetric mapping of population distribution in serbia based on soil sealing degrees layer. [M14]
  • Tadić-Percec, M. and Kilibarda, M. (2018) Preface to special issue "GeoMLA Conference - Geostatistics and Machine Learning Applications in Climate and Environmental Sciences". [M18]
International journals
  • Babović, Z. and Bajat, B and Barac, D and Bengin, V. and Đokić, V. and Đorđević, F. and Drašković, D. and Filipović, N. and French, S. and Furht, B. and Ilić, M. and Irfanoglu2, A. and Kartelj, A. and Kilibarda, M. and Klimeck, G. and Korolija, N. and Kotlar, M. and Kovačević, M. and Kuzmanović, V. and Lehn, JM. and Madić, D. and Marinković, M. and Mateljević, M. and Mendelson, A. and Mesinger, F. and Milovanović, G and Milutinović, V. and Mitić, N. and Nešković, A. and Nešković, N. and Nikolić, B. and Novoselov, K. and Prakash, A and Protić, J. and Ratković, I. and Rios, D. and Shechtman, D and Stojadinović, Z. and Ustyuzhanin, A and Zak, S. (2023) Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains. Journal of Big Data. () DOI: 10.1186/s40537-023-00730-7 [M21a]
  • Antonijević, O. and Jelić, S. and Bajat, B. and Kilibarda, M. (2023) Transfer learning approach based on satellite image time series for the crop classification problem. Journal of Big Data. () DOI: 10.1186/s40537-023-00735-2 [M21a]
  • Gojković, Z. and Kilibarda, M. and Brajović, Lj. and Marjanović, M. and Milutinović, A. and Ganić, A. (2023) Ground surface subsidence monitoring using sentinel-1 in the Kostolac open pit coal mine. Remote Sensing. () DOI: 10.3390/rs15102519 [M21]
  • Hengl, T. and Miller, M. and Križan, J. and Shepherd, K. and Sila, A. and Kilibarda, M. and Antonijević, O. and Glušica, L. and Dobermann, A. and Haefele, S. and others (2021) African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning. Scientific Reports. 11 (1), pp.1--18. [M21]
  • Sekulić, A and Kilibarda, M and Protić, D and Bajat, B (2021) A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation. Scientific Data. 8 (1), pp.1--12. [M21]
  • Sekulić, A and Kilibarda, M and Heuvelink, G and Nikolić, M and Bajat, B (2020) Random Forest Spatial Interpolation. Remote Sensing. 12 (10), pp.1687. [M21]
  • Pejović M., Nikolić M., Heuvelink G., Hengl T., Kilibarda M., Bajat B. (2018) Sparse regression interaction models for spatial prediction of soil properties in 3D. Computers & Geosciences. 118 (), pp.1--13. [M21]
  • Hengl T., de Jesus J. M., Heuvelink G. BM, Gonzalez M.R., Kilibarda M., Blagotić A., Shangguan W., Wright M.N., Geng X., Bauer-Marschallinger B. and others (2017) SoilGrids250m: Global gridded soil information based on machine learning. PLOS ONE. 12 (2), pp.e0169748. [M21]
  • Kilibarda M., Tadić Perčec M., Hengl T., Luković J., Bajat B. (2015) Global geographic and feature space coverage of temperature data in the context of spatio-temporal interpolation. Spatial Statistics. 14 (), pp.22--38. [M21]
  • Luković J., Blagojevć D., Kilibarda M., Bajat B. (2015) Spatial pattern of North Atlantic Oscillation impact on rainfall in Serbia. Spatial Statistics. 14 (), pp.39--52. [M21]
  • Kilibarda M., Hengl T., Heuvelink G., Graeler B., Pebesma E., Perčec Tadić M., Bajat B. (2014) Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution. Journal of Geophysical Research: Atmospheres. () [M21]
  • Ćujić M., Dragović S., Sabovljević M., Slavković-Beškoski L., Kilibarda M., Savović J., Onjia A. (2014) Use of mosses as biomonitors of major, minor and trace element deposition around the largest thermal power plant in Serbia. CLEAN–Soil, Air, Water. 42 (1), pp.5--11. [M21]
  • Dragović S., Ćujić M., Slavković-Beškoski L.,Gajić B., Bajat B., Kilibarda M. , Onjia A. (2013) Trace element distribution in surface soils from a coal burning power production area: A case study from the largest power plant site in Serbia. Catena. 104 (), pp.288--296. [M21]
  • Bajat, B. and Hengl, T.and Kilibarda, M. and Krunić, N. (2011) Mapping population change index in Southern Serbia (1961–2027) as a function of environmental factors. Computers, Environment and Urban Systems. 35 (1), pp.35--44. [M21]
  • Witjes, M. and Parente, L. and van Diemen, C. and Hengl, T. and Landa, M. and Brodský, L. and Halounova, L. and Križan, J. and Antonić, L. and Maria Ilie, C. and Craciunescu, V. and Kilibarda, M. and Antonijević, O. and Glušica, L. (2022) A spatiotemporal ensemble machine learning framework for generating land use/land cover time-series maps for Europe (20002019) based on LUCAS, CORINE and GLAD Landsat. PeerJ. () DOI: 10.7717/peerj.13573 [M22]
  • Sekulić, Aleksandar and Kilibarda, Milan and Protić, Dragutin and Tadić, Melita Perčec and Bajat, Branislav (2019) Spatio-temporal regression kriging model of mean daily temperature for Croatia. Theoretical and Applied Climatology. (), pp.1--14. [M22]
  • Čeh M. and Kilibarda M., and Lisec, A. and Bajat B. (2018) Estimating the Performance of Random Forest versus Multiple Regression for Predicting Prices of the Apartments. ISPRS International Journal of Geo-Information. 7 (5) DOI: 10.3390/ijgi7050168 [M22]
  • Pejović M., Bajat B. , Gospavić Z., Saljnikov E., Kilibarda M. , Čakmak D. (2017) Layer-specific spatial prediction of As concentration in copper smelter vicinity considering the terrain exposure. Journal of Geochemical Exploration. () [M22]
  • Buric D., Lukovic J., Bajat B., Kilibarda M. , Živkovic N. (2015) Recent trends in daily rainfall extremes over Montenegro. Nat. Hazards Earth Syst. Sci. 15 (), pp.2069--2077. [M22]
  • Luković J., Bajat B., Kilibarda M., Filipović D. (2015) High resolution grid of potential incoming solar radiation for Serbia. Thermal Science. 19 (suppl. 2), pp.427--435. [M22]
  • Bajat, B. and Blagojević, D. and Kilibarda, M. and Luković, J. and Tošić, I. (2015) Spatial analysis of the temperature trends in Serbia during the period 1961–2010. Theoretical and Applied Climatology. 121 (1-2), pp.289--301. [M22]
  • Luković J., Bajat B., Blagojević D., Kilibarda M. (2014) Spatial pattern of recent rainfall trends in Serbia (1961–2009). Regional environmental change. 14 (5), pp.1789--1799. [M22]
  • Netorov, I and Kilibarda, M and Protić, D (2020) THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING. Geodetski vestnik. 64 (2020-2), pp.214--226. [M23]
  • PROTIĆ D., KILIBARDA M., NENKOVIĆ-RIZNIĆ M., Nestorov I. (2017) 3D URBAN SOLAR POTENTIAL MAPS-CASE STUDY OF THE i-SCOPE PROJECT. THERMAL SCIENCE. () [M23]
  • Bajat, B. and Krunić, N. and Samardžić-Petrović, M. and Kilibarda M. (2013) Dasymetric modelling of population dynamics in urban areas. Geodetski vestnik. 57 (4), pp.777--792. [M23]
  • Protic D. , Kilibarda, M. , Nestorov I. (2012) Super resolution mapping of agricultural parcel boundaries based on localized partial unmixing. Geodetski List. 89 (4), pp.259--271. [M23]
  • Bajat, B. and Antonijević, O. and Kilibarda, M. and Sekulić, A. and Luković, J. and Doljak, D and Burić, D. (2020) Space-Time High-Resolution Data of The Potential Insolation and Solar Duration for Montenegro. [M24]
  • Kilibarda M. and Bajat B. (2012) plotgooglemaps: The r-based web-mapping tool for thematic spatial data. Geomatica. 66 (1), pp.37--49. [M24]
  • Krunić N., Bajat B., Kilibarda M. , Tošić D. (2011) Modelling the spatial distribution of Vojvodina’s population by using dasymetric method. Spatium. (24), pp.45--50. [M24]
International conferences
  • Kilibarda, M.. (2021) Introduction to Web Mapping Services. In: Open Data Science Europe. DOI: 10.5446/55240 [M31]
  • Bajat, B. and Krunić, N. and Kilibarda, M. (2011) Dasymetric mapping of spatial distribution of population in Timok Region. In: Proceedings of International conference Professional practice and education in geodesy and related fields, Klavodo-Djerdap, Serbia. [M31]
  • Tadić Perčec M., Kilibarda, M. (2015) Gridded station temperature data for validation of the climate models present climate. In: Spatial Statistics 2015, Emerging patterns. [M32]
  • Lukovic J., Bajat B., Blagojevic D., Kilibarda M. (2013) Spatial Pattern of Rainfall Trends in Serbia (1961-2009). In: AGU Fall Meeting Abstracts. [M32]
  • Bajat, B. and Pejović, M. and Sekulić, A. and Antonijević, O. and Bursać, P. and Protić, D. and Kilibarda, M. (2023) Soil Organic Carbon Map of Vojvodina (Serbia) Obtained by Random Forest Spatial Interpolation. In: . [M33]
  • Sekulić, A., Kilibarda, M., Bursać, P. (2023) MeteoEurope1km: a high-resolution daily gridded meteorological dataset for Europe for the 1991–2020 period. In: EMS Annual Meeting Abstracts, Bratislava, Slovakia. DOI: 10.5194/ems2023-422 [M33]
  • Kovačević, M. and Bursać, P. and Bajat, B. and Kilibarda, M. (2022) AI in Agriculture. In: . [M33]
  • Pejović, M and Bursać, P and Kilibarda, M and Sekulić, A and Bajat, B (2020) The R package surveyor for Engineering Surveying Computation. INGEO&SIG 2020. (), pp.181. [M33]
  • Sekulic, A and Kilibarda, M and Heuvelink, G and Nikolić, M and Bajat, B (2020) Spatial interpolation of daily precipitation using random forest. In: EGU General Assembly Conference Abstracts. [M33]
  • Sekulić, A., Kilibarda, M., Heuvelink, G. B. M., Nikolić, M., and Bajat, B. (2020) Spatial interpolation of daily precipitation using random forest. In: EGU General Assembly 2020, Vienna, Austria. DOI: 10.5194/egusphere-egu2020-972 [M33]
  • Karagiannopoulou, A and Tsiakos, C and Tsimiklis, G and Tsertou, A and Amditis, A and Milcinski, G and Vesel, N and Protic, D and Kilibarda, M and Tsakiridis, N and others (2020) An integrated service-based solution addressing the modernised common agriculture policy regulations and environmental perspectives. In: Remote Sensing for Agriculture, Ecosystems, and Hydrology XXII. [M33]
  • Sekulić A., Kilibarda M., Luković J. (2018) Space-time interpolation of daily precipitation over Mediterranean area using Random Fores. In: MEDCLIVAR 2018, Belgrade, Serbia. [M33]
  • Miljković S., Antonijević O., Kilibarda M. (2018) Prediction of position errors of points in first order trigonometric network. In: 6th International conference on contemporary achievements in civil engineering 2018. DOI: 10.14415/konferencijaGFS2018.070, pp 717-725, Faculty of civil engineering Subotica, 20. april 2018., Subotica, Serbia,. [M33]
  • Kilibarda, M. and Bajat, B. and Luković, J. (2016) Improving seasonal precipitation mapping - using GPCC data over the western US. [M33]
  • Sekulić A., Pejović M., Kilibarda M., Bajat B. (2016) Development of Interactive 1D/2D Geodetic Control Network Design and Adjustment Software in Open Source/Free Environment (R + Google Earth + Google Maps). In: Proceedings of International Symposium of Engineering Geodesy, 20th-22nd May 2016, Varaždin, Croatia. [M33]
  • Sekulić A., Kilibarda M., Bajat B. (2016) High resolution daily temperature for Serbia (1960-2015). In: Proceedings of GeoMLA, Geostatistics and Machine Learning, Aplications in Climate and Environmental Sciences. [M33]
  • Protić, D. and Milutinović, S. and Antonijević, O. and Sekulić, A. and Kilibarda M. (2016) Sensitivity of vegetation indices derived from Sentinel-2 data to change in biophysical characteristics. In: Proceedings of GeoMLA, Geostatistics and Machine Learning, Aplications in Climate and Environmental Sciences. [M33]
  • Bajat B. and Krunić N. and Kilibarda M. and Sekulić A. (2015) Assessment of population vulnerability in risk analysis using dasymetric database of Serbia. In: Proceedings of the 2nd Regional Symposium on Landslides. [M33]
  • Luković J., Bajat B., Blagojević D., Kilibarda M. (2014) Rainfall Variability and NAO, Spatial Pattern. In: Proceedings of DailyMeteo. org/2014 Conference. [M33]
  • Bajat, B. and Kilibarda, M. and Pejović, M. and Samardžić-Petrović, M. (2014) The Preliminary Damage Assessment of Properties Based on Massive Appraisal Maps. [M33]
  • Bajat, B. and Kilibarda, M. and Pejović, M. and Samardžić-Petrović, M. (2013) The Preliminary Damage Assessment of Properties Based on Massive Appraisal Maps. [M33]
  • Protic D., Kilibarda M., Vucetic I. , Nestorov I. (2012) 3D roof modelling for accurate assessment of solar potential. In: Proc. EuroSun 2012 Int. Conference, Bologna, Italy. [M33]
  • Bajat, B. and Krunić, N. and Bojović, M. and Kilibarda, M. and Kovačević, Z. (2012) Population vulnerability assessment in hazard risk management: a dasymetric mapping approach. [M33]
  • Bajat B. and Kilibarda M. and Pejović, M. and Samardžić-Petrović, M. (2012) Spatial Hedonic Modelling of Dwelling Location Prices Using Auxiliary Maps. [M33]
  • Kilibarda, M. , Pejović M. (2011) Application of open source/free software (R+ Google Earth) in designing 2D geodetic control network. In: Proceedings of International scientific conference and 14th meeting of Serbian Surveyors Professional practice and education in geodesy and related fields. [M33]
  • KILIBARDA M., RADIĆ Z. , BAJAT B. (2011) Plotgooglemaps–A Simple Solution for Geological Survey Web Mapping. In: The Geology in Digital Age: Proceedings of the 17th Meeting of the Association of European Geological Societies. [M33]
  • Bajat, B. and Krunić, N. and Kilibarda, M. (2011) Dasymetric Mapping of Spatial Distribution of Population in Timok Region. [M33]
  • Bajat, B. and Krunić, N. and Samardžić-Petrović, M. and Kilibarda, M. (2011) Spatial prediction of Human Population Change. [M33]
  • Bajat, B. and Krunić, N. and Kilibarda, M. (2009) Prediction model os spatial population distribution by using geostatistics. [M33]
  • Bajat, B. and Kilibarda, M. and Protić, D. and Pejović, M. and Kovačević, M. and Antonijević, O. and Samardžić Petrović, M. and Sekulić, A. and Bursać, P. and Nikolić, M. (2021) CERES PROJECT: COUPLING EARTH OBSERVATION BASED INFORMATION AND ARTIFICIAL INTELLIGENCE FOR SOIL ORGANIC CARBON SPATIAL MODELLING. In: Soils for Future under Global Challenges. [M34]
  • Kilibarda, M. and Hengl, T. and Perčec Tadić ,M. and Bajat, B. (2013) World Daily Meteo: spatio-temporal interpolation of daily meteo variables at 1 km spatial resolution. [M34]
  • Kilibarda, M and Kotsev, A. and Cetl, V. (2020) (uređivanje) Digitally-enabled Development for a Sustainable Future in Eastern Europe. [M36]
  • Kilibarda M. and Luković J. (2016) GeoMLA 2016 Conference proceeding. [M36]
  • Bajat, B. and Kilibarda, M. (2014) (uređivanje) - Proceedings of DailyMeteo. org/2014 Conference. [M36]
National monographs
  • Bajat, B. and Krunić, N. and Kilibarda, M. and Samardžić-Petrović, M. (2011) Dasimetrijsko modelovanje naseljenosti za potrebe izrade prostornih planova. [M45]
National journals
  • Bajat, B. and Krunić, N. and Kilibarda, M. and Samardžić-Petrović, M. (2011) Spatial modelling of population concentration using geographically weighted regression method. Journal of the Geographical Institute Jovan Cvijic, SASA. 61 (3), pp.151--167. [M51]
  • Kilibarda M., Protić D., Nestorov I. (2010) Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases. Glasnik Srpskog geografskog drustva. 90 (4), pp.103--114. [M51]
Technical reports
  • Sekulić, A., Kilibarda, M., Nikolić, M., Bajat, B. (2020) Random Forest Spatial Interpolation - softversko rešenje za prostornu interpolaciju Random Forest metodom mašinskog učenja. Technical report. . [M81]
  • Kilibarda M., Bajat B., Protić D., Sekulić A. (2015) Geoprostorna baza podataka potencijalne solarne insolacije za teritoriju Srbije. Technical report. Faculty of Civil Engineering University of Belgrade. [M81]
  • Krunić N. and Bajat B. and Kilibarda M. (2015) Baza podataka prostornog raporeda stanovništva i gustine naseljenosti u Srbiji / Kritička evaluacija podataka, baza podataka, prikazani detaljno kao deo međunarodnih projekata, publikovani kao interne publikacije ili prikazani na Internetu. [M81]
! Optimized for Firefox, Chrome and IE 9+           LuAn-011