Prof. Miro Govedarica
Full Professor
Faculty of Natural Sciences and Mathematics
Courses
Faculty of Natural Sciences and MathematicsBibliography
Journal papers
Long-Term Monitoring of Inland Water Quality Parameters Using Landsat Time-Series and Back-Propagated ANN: Assessment and Usability in a Real-Case Scenario
| DOI | 10.3390/rs16010068 |
|---|---|
| Journal | Remote Sensing |
| Year | 2024 |
| Authors | Gordana Jakovljević, Flor Álvarez-Taboada, and Miro Govedarica |
| Volumen | 16 |
| Number | 1 |
| Web address | https://www.mdpi.com/2072-4292/16/1/68 |
Big Data in Smart City: Management Challenges
| DOI | https://doi.org/10.3390/app11104557 |
|---|---|
| Journal | Applied Sciences |
| Year | 2021 |
| Authors | Mladen Amović, Miro Govedarica, Aleksandra Radulović, and Ivana Janković |
| Volumen | 11 |
| Number | 10 |
| Page from | 1 |
| Page to | 27 |
| Web address | https://www.mdpi.com/2076-3417/11/10/4557 |
Automatic building footprint extraction from UAV images using residual neural networks
| DOI | 10.15292/geodetski-vestnik.2020.04.545-561 |
|---|---|
| Journal | Geodetski vestnik |
| Year | 2020 |
| Authors | Zoran Kokeza, Miroslav Vujasinović, Miro Govedarica, Brankica Milojević, and Gordana Jakovljević |
| Volumen | 64 |
| Number | 4 |
| Page from | 545 |
| Page to | 561 |
A Deep Learning Model for Automatic Plastic Mapping Using Unmanned Aerial Vehicle (UAV) Data
| DOI | doi:10.3390/rs12091515 |
|---|---|
| Journal | Remote Sensing |
| Year | 2020 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Álvarez-Taboada |
| Volumen | 12 |
| Number | 9 |
| Page from | 1 |
| Page to | 21 |
| Web address | https://www.mdpi.com/2072-4292/12/9/1515/htm |
Accuracy Assessment of Deep Learning Based Classification of LiDAR and UAV Points Clouds for DTM Creation and Flood Risk Mapping
| DOI | , DOI: 10.3390/geosciences9070323 |
|---|---|
| Journal | Geoscience |
| Year | 2019 |
| Authors | Gordana Jakovljević, Miro Govedarica, Flor Álvarez-Taboada, and Vladimir Pajić |
| Volumen | 9 |
| Number | 7 |
| Page from | 323 |
| Page to | 344 |
| Web address | https://www.mdpi.com/2076-3263/9/7/323/htm |
Water body mapping: a comparison of remotely sensed and GIS open data sources
| DOI | /doi.org/10.1080/01431161.2018.1538584. |
|---|---|
| Journal | INTERNATIONAL JOURNAL OF REMOTE SENSING |
| Year | 2018 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Álvarez-Taboada |
| Page from | 2936 |
| Page to | 2964 |
| Web address | https://www.tandfonline.com/doi/abs/10.1080/01431161.2018.1538584 |
M. Model of Point Cloud Data Management System in Big Data Paradigm
| DOI | https://doi.org/10.3390/ijgi7070265 |
|---|---|
| Journal | ISPRS International Journal of Geo-Information |
| Year | 2018 |
| Authors | Vladimir Pajić, Miro Govedarica, and Mladen Amović |
| Volumen | 7 |
| Number | 7 |
| Page from | 1 |
| Page to | 15 |
| Web address | https://www.mdpi.com/2220-9964/7/7/265 |
Conference papers
UNS Geo: LiDAR Dataset for point cloud classification in urban areas
| Scientific Conference | FOSS4G (Free and Open Source Software for Geospatial) Europe 2025 – Academic Track |
|---|---|
| DOI | https://doi.org/10.5194/isprs-archives-XLVIII-4-W13-2025-135-2025 |
| Publication | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLVIII-4/W13-2025 |
| Year | 2025 |
| Authors | Miro Govedarica, Gordana Jakovljević, Igor Ruskovski, and Vladimir Pajić |
| Page from | 135 |
| Page to | 141 |
| Web address | https://isprs-archives.copernicus.org/articles/XLVIII-4-W13-2025/135/2025/ |
Estimation of tree biomass using multisource remote sensing data
| Scientific Conference | ISPRS Geospatial Week 2025 “Photogrammetry & Remote Sensing for a Better Tomorrow |
|---|---|
| DOI | https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-695-2025 |
| Publication | ISPRS Geospatial Week 2025 “Photogrammetry & Remote Sensing for a Better Tomorrow |
| Year | 2025 |
| Authors | Gordana Jakovljević, Miloš Tutnjević, and Miro Govedarica |
| Page from | 695 |
| Page to | 700 |
| Web address | https://isprs-archives.copernicus.org/articles/XLVIII-G-2025/695/2025/ |
A Deep Learning Algorithm for Water Body Mapping from Sentinel 2 Dat
| Scientific Conference | International Conference of Environmental Remote Sensing and GIS, Innovations in spatial dataacquiring technologies |
|---|---|
| DOI | 10.5281/zenodo.11657519 |
| Year | 2024 |
| Authors | Gordana Jakovljević and Miro Govedarica |
| Page from | 105 |
| Page to | 108 |
Forest change detection based on Sentinel 2 images
| Scientific Conference | Internationa Scientific Conference iNDiS |
|---|---|
| Year | 2023 |
| Authors | Isidora Knežević, Gordana Jakovljević, and Miro Govedarica |
Optimization of extracted building footprints from UAV images
| Scientific Conference | Remote Sensing and Geoinformation of the Environment |
|---|---|
| DOI | https://doi.org/10.1117/12.2681315 |
| Publication | Proceedings Volume 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023); |
| Year | 2023 |
| Authors | Miloš Tutnjević, Miro Govedarica, and Gordana Jakovljević |
| Web address | https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12786/127860T/Optimization-of-extracted-building-footprints-from-UAV-images/10.1117/12.2681315.full |
GeoAI MODEL FOR MAPPING OF PLASTIC
| Scientific Conference | Remote Sensing and Geoinformation of the Environment |
|---|---|
| DOI | https://doi.org/10.1117/12.2681315 |
| Publication | Proceedings Volume 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023); |
| Year | 2023 |
| Authors | Miro Govedarica and Gordana Jakovljević |
| Web address | spiedigitallibrary.org/conference-proceedings-of-spie/12786/127860T/Optimization-of-extracted-building-footprints-from-UAV-images/10.1117/12.2681315.full |
iPhone 13 pro vs professional TLS for 3D indoor mapping
| Scientific Conference | International Conference on Contemporary Theory and Practice in Construction |
|---|---|
| Publication | Proceedings International Conference on Contemporary Theory and Practice in Construction XV |
| Year | 2022 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Alvarez Taboada |
| Page from | 274 |
| Page to | 282 |
Remote sensing-based algorithm for monitoring water quality of inland water bodies
| Scientific Conference | Earth Observation for Environmental Monitoring |
|---|---|
| Publication | 41st EARSeL Symposium Book of Abstracts |
| Year | 2022 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Alvarez-Taboada |
Mapping Plastic Based on Multispectral UAV Images
| Scientific Conference | FIG Congress |
|---|---|
| Year | 2022 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Alvarez-Taboada |
Monitoring spatial and temporal variation of water quality parameters using time series of open multispectral data
| Scientific Conference | Remote Sensing and Geoinformation of Environment |
|---|---|
| DOI | https://doi.org/10.1117/12.2533708 |
| Publication | Proc. SPIE 11174 |
| Year | 2019 |
| Authors | Miro Govedarica and Gordana Jakovljević |
| Web address | https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11174/111740Y/Monitoring-spatial-and-temporal-variation-of-water-quality-parameters-using/10.1117/12.2533708.full?SSO=1 |
Mapping the plastic debris pollution of water bodies
| Scientific Conference | Offshore Survey |
|---|---|
| Publication | Conference proceedings |
| Year | 2019 |
| Authors | Gordana Jakovljević and Miro Govedarica |
Remote Sensing Data in Mapping Plastics at Surface Water Bodies
| Scientific Conference | FIG Working Week 2019 |
|---|---|
| Publication | Conference proceedings |
| Year | 2019 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Álvarez-Taboada |
Flood risk assessment based on LiDAR and UAV points clouds and DEM
| Scientific Conference | SPIE Remote Sensing (Remote Sensing for Agriculture, Ecosystems, and Hydrology) |
|---|---|
| DOI | https://doi.org/10.1117/12.2513278 |
| Publication | Proceedings Volume 10783, Remote Sensing for Agriculture, Ecosystems, and Hydrology XX; 107830 |
| Year | 2018 |
| Authors | Miro Govedarica, Gordana Jakovljević, and Flor Álvarez-Taboada |
| Web address | https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10783/107830B/Flood-risk-assessment-based-on-LiDAR-and-UAV-points-clouds/10.1117/12.2513278.full |
The Role of Geospatial Technology in the EU Water Frame Directive Implementation
| Scientific Conference | FIG Congress 2018 |
|---|---|
| Publication | Proceedings |
| Year | 2018 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Dušan Jovanović |
| Web address | http://www.fig.net/resources/proceedings/fig_proceedings/fig2018/papers/ts02d/TS02D_jakovljevic_govedarica_et_al_9599.pdf |
Assessment of biological and physic chemical water quality parameters using Landsat 8 time series
| Scientific Conference | SPIE Remote Sensing (Remote Sensing for Agriculture, Ecosystems, and Hydrology) |
|---|---|
| DOI | 10.1117/12.2513277 |
| Publication | Proceedings Volume 10783, Remote Sensing for Agriculture, Ecosystems, and Hydrology XX; 107831F |
| Year | 2018 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Flor Álvarez-Taboada |
Land use/land cover mapping from Sentinel 2 data using machine learning algrithms
| Scientific Conference | Savremena teorija i praksa u graditeljstvu |
|---|---|
| DOI | 10.7251/STP1813247J |
| Publication | Conference proceedings |
| Year | 2018 |
| Authors | Gordana Jakovljević, Dragoljub Sekulović, and Miro Govedarica |
Books and bibiliographies
Introduction to Geospatial Artificial Intelligence
| Publisher | Faculty of Architecture, Civil Engineering and Geodesy, University of Banja Luka |
|---|---|
| ISBN | 978-99976-82-18-5 |
| Year | 2026 |
| Authors | Gordana Jakovljević, Miro Govedarica, and Maria Antonia Brovelli |
| Type | monografija međunarodnog značaja |
| Page count | 358 |
| Web address | https://blupress.unibl.org/aggf/catalog/book/56 |
Application of Geographic Information System in modeling of natural catastrophe
| Publisher | Faculty of Information Technology and Engineering University “Union-Nikola Tesla” |
|---|---|
| ISBN | 978-86-81400-04-3 |
| Year | 2021 |
| Authors | Gordana Jakovljević, Flor Álvarez-Taboada, and Miro Govedarica |
| Type | ostale naučne publikacije |
| Page count | 229 |
Climate Change Adaptation in Eastern Europe: "Managing risks and building resilience to climate change"
| Publisher | Springer International Publishing |
|---|---|
| ISBN | 978-3-030-03383-5 |
| Year | 2020 |
| Authors | Gordana Jakovljević and Miro Govedarica |
| Type | ostale naučne publikacije |
| Page count | 393 |
Projects
International
Definisanje strategija za in situ i ex situ očuvanje Pančićeve omorike u uslovima klimatskih promjena
renutna situacija u izmijenjenim ekološkim i klimatskim uslovima ne pogoduje rijetkim vrstama poput tercijarnog relikta i endemske vrste kao što je Pančićeva omorika (Picea omorika Panč/Purky). Tako rijetke prirodne populacije, predstavljaju genetičke specifikume u nestajanju. Zbog toga bilo kakva mjera na njenoj konzervaciji (bilo na mjestu prirodnog javljanja- in situ ili na drugim lokacijama- ex situ) zavisi od...
| Project Number | 1251402 |
|---|---|
| Status | Archived |
| Type of project | Međunarodni naučnoistraživački - Ostali |
| Organizational unit | Faculty of Forestry |
| Head | Prof. Milan Mataruga |
| Participants |
Assoc. Prof. Gordana Jakovljevic Filip Bratic Prof. Miro Govedarica Jelena Aleksic Nikola Pecanac Djordjije Milanovic Giovanni G. Vondramin Patrick Fonti Dusan Jovanovic Assoc. Prof. Branislav Cvjetkovic Andrea Piotti Assoc. Prof. Vanja Danicic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2019-05-01 |
| End of the project | 2020-12-30 |
| Project value | 23000.0 BAM |
Other
Monitoring obezbijeđenosti poljoprivrednih usjeva mineralnim materijama metodom daljinske detekcije
Poljoprivreda kao grana privrede obezbjeđuje proizvodnju hrane za prehranu stanovništva, te neprehrambene proizvode i indirektno utiče na uravnoteženje životne sredine. Potreba za sigurnošću hrane i povećanju prinosa igra značajnu ulogu u planiranju poljoprivredne proizvodnje i ekonomiji države uopšte...
| Project Number | 1253008 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Faculty of Architecture, Civil Engineering and Geodesy |
| Head | Prof. Miodrag Regodic |
| Participants |
Assist. Prof. Dejan Vasic Assist. Prof. Jelena Davidovic Gidas Prof. Gordana Djuric Assist. Prof. Slavko Vasiljevic Assist. Prof. Dimitrije Markovic Jovana Micic Gvozden Micic Prof. Danijela Kondic Prof. Miro Govedarica Assist. Prof. Mladen Amovic Ivana Jankovic Velimir Ninkovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2019-12-01 |
| End of the project | 2021-12-31 |
| Project value | 22000.0 BAM |
