Miro Govedarica
redovni profesor
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 | Milan Mataruga |
| Participants |
Gordana Jakovljevic Djordjije Milanovic Vanja Danicic Branislav Cvjetkovic Miro Govedarica |
| 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 | Miodrag Regodić |
| Participants |
Miro Govedarica Jelena Davidovic Gidas Dejan Vasic Mladen Amovic Slavko Vasiljevic Gordana Djuric Danijela Kondic |
| 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 |
