TY  - JOUR
AU  - Sekulić, Aleksandar
AU  - Kilibarda, Milan
AU  - Protić, Dragutin
AU  - Bajat, Branislav
PY  - 2021
UR  - https://www.nature.com/articles/s41597-021-00901-2
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2355
AB  - We produced the first daily gridded meteorological dataset at a 1-km spatial resolution across Serbia for 2000–2019, named MeteoSerbia1km. The dataset consists of five daily variables: maximum, minimum and mean temperature, mean sea-level pressure, and total precipitation. In addition to daily summaries, we produced monthly and annual summaries, and daily, monthly, and annual long-term means. Daily gridded data were interpolated using the Random Forest Spatial Interpolation methodology, based on using the nearest observations and distances to them as spatial covariates, together with environmental covariates to make a random forest model. The accuracy of the MeteoSerbia1km daily dataset was assessed using nested 5-fold leave-location-out cross-validation. All temperature variables and sea-level pressure showed high accuracy, although accuracy was lower for total precipitation, due to the discontinuity in its spatial distribution. MeteoSerbia1km was also compared with the E-OBS dataset with a coarser resolution: both datasets showed similar coarse-scale patterns for all daily meteorological variables, except for total precipitation. As a result of its high resolution, MeteoSerbia1km is suitable for further environmental analyses.
PB  - Springer Nature
T2  - Scientific Data
T1  - A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation
IS  - 123
VL  - 8
DO  - 10.1038/s41597-021-00901-2
ER  - 

@article{
author = "Sekulić, Aleksandar and Kilibarda, Milan and Protić, Dragutin and Bajat, Branislav",
year = "2021",
abstract = "We produced the first daily gridded meteorological dataset at a 1-km spatial resolution across Serbia for 2000–2019, named MeteoSerbia1km. The dataset consists of five daily variables: maximum, minimum and mean temperature, mean sea-level pressure, and total precipitation. In addition to daily summaries, we produced monthly and annual summaries, and daily, monthly, and annual long-term means. Daily gridded data were interpolated using the Random Forest Spatial Interpolation methodology, based on using the nearest observations and distances to them as spatial covariates, together with environmental covariates to make a random forest model. The accuracy of the MeteoSerbia1km daily dataset was assessed using nested 5-fold leave-location-out cross-validation. All temperature variables and sea-level pressure showed high accuracy, although accuracy was lower for total precipitation, due to the discontinuity in its spatial distribution. MeteoSerbia1km was also compared with the E-OBS dataset with a coarser resolution: both datasets showed similar coarse-scale patterns for all daily meteorological variables, except for total precipitation. As a result of its high resolution, MeteoSerbia1km is suitable for further environmental analyses.",
publisher = "Springer Nature",
journal = "Scientific Data",
title = "A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation",
number = "123",
volume = "8",
doi = "10.1038/s41597-021-00901-2"
}

Sekulić, A., Kilibarda, M., Protić, D.,& Bajat, B.. (2021). A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation. in Scientific Data
Springer Nature., 8(123).
https://doi.org/10.1038/s41597-021-00901-2

Sekulić A, Kilibarda M, Protić D, Bajat B. A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation. in Scientific Data. 2021;8(123).
doi:10.1038/s41597-021-00901-2 .

Sekulić, Aleksandar, Kilibarda, Milan, Protić, Dragutin, Bajat, Branislav, "A high-resolution daily gridded meteorological dataset for Serbia made by Random Forest Spatial Interpolation" in Scientific Data, 8, no. 123 (2021),
https://doi.org/10.1038/s41597-021-00901-2 . .

TY  - JOUR
AU  - Sekulić, Aleksandar
AU  - Kilibarda, Milan
AU  - Protić, Dragutin
AU  - Perčec-Tadić, Melita
AU  - Bajat, Branislav
PY  - 2020
UR  - https://link.springer.com/article/10.1007/s00704-019-03077-3
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2257
AB  - High resolution gridded mean daily temperature datasets are valuable for research and applications in agronomy, meteorology, hydrology, ecology, and many other disciplines depending on weather or climate. The gridded datasets and the models used for their estimation are being constantly improved as there is always a need for more accurate datasets as well as for datasets with a higher spatial and temporal resolution. We developed a spatio-temporal regression kriging model for Croatia at 1 km spatial resolution by adapting the spatio-temporal regression kriging model developed for global land areas. A geometrical temperature trend, digital elevation model, and topographic wetness index were used as covariates together with measurements from the Croatian national meteorological network for the year 2008. This model performed better than the global model and previously developed models for Croatia, based on MODIS land surface temperature images. The R2 was 97.8% and RMSE was 1.2 °C for leave-one-out and 5-fold cross-validation. The proposed national model still has a high level of uncertainty at higher altitudes leaving it suitable for agricultural areas that are dominant in lower and medium altitudes.
PB  - Springer Nature
T2  - Theoretical and Applied Climatology
T1  - Spatio-temporal regression kriging model of mean daily temperature for Croatia
EP  - 114
SP  - 101
VL  - 140
DO  - https://doi.org/10.1007/s00704-019-03077-3
ER  - 

@article{
author = "Sekulić, Aleksandar and Kilibarda, Milan and Protić, Dragutin and Perčec-Tadić, Melita and Bajat, Branislav",
year = "2020",
abstract = "High resolution gridded mean daily temperature datasets are valuable for research and applications in agronomy, meteorology, hydrology, ecology, and many other disciplines depending on weather or climate. The gridded datasets and the models used for their estimation are being constantly improved as there is always a need for more accurate datasets as well as for datasets with a higher spatial and temporal resolution. We developed a spatio-temporal regression kriging model for Croatia at 1 km spatial resolution by adapting the spatio-temporal regression kriging model developed for global land areas. A geometrical temperature trend, digital elevation model, and topographic wetness index were used as covariates together with measurements from the Croatian national meteorological network for the year 2008. This model performed better than the global model and previously developed models for Croatia, based on MODIS land surface temperature images. The R2 was 97.8% and RMSE was 1.2 °C for leave-one-out and 5-fold cross-validation. The proposed national model still has a high level of uncertainty at higher altitudes leaving it suitable for agricultural areas that are dominant in lower and medium altitudes.",
publisher = "Springer Nature",
journal = "Theoretical and Applied Climatology",
title = "Spatio-temporal regression kriging model of mean daily temperature for Croatia",
pages = "114-101",
volume = "140",
doi = "https://doi.org/10.1007/s00704-019-03077-3"
}

Sekulić, A., Kilibarda, M., Protić, D., Perčec-Tadić, M.,& Bajat, B.. (2020). Spatio-temporal regression kriging model of mean daily temperature for Croatia. in Theoretical and Applied Climatology
Springer Nature., 140, 101-114.
https://doi.org/https://doi.org/10.1007/s00704-019-03077-3

Sekulić A, Kilibarda M, Protić D, Perčec-Tadić M, Bajat B. Spatio-temporal regression kriging model of mean daily temperature for Croatia. in Theoretical and Applied Climatology. 2020;140:101-114.
doi:https://doi.org/10.1007/s00704-019-03077-3 .

Sekulić, Aleksandar, Kilibarda, Milan, Protić, Dragutin, Perčec-Tadić, Melita, Bajat, Branislav, "Spatio-temporal regression kriging model of mean daily temperature for Croatia" in Theoretical and Applied Climatology, 140 (2020):101-114,
https://doi.org/https://doi.org/10.1007/s00704-019-03077-3 . .

TY  - JOUR
AU  - Nestorov, Ivan
AU  - Kilibarda, Milan
AU  - Protić, Dragutin
PY  - 2020
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2088
AB  - There is an increasing need for pan-European spatial datasets, mainly to support the common European Union policies. This has inevitably raised demands for adopting pan-European cartographic projections to visualize the spatial data. The Map Projection Workshop organized by EuroGeographics in 2001 provided a recommendation to the European Commission to adopt the Lambert conformal conic projection for conformal pan-European mapping at the scales smaller or equal to 1:500,000. This paper discusses if the projection is an optimal solution in terms of linear deformations over the mapping region. An optimized CAMPREL (conformal adaptive mapping projection of rotation ellipsoid) projection for the area of interest is proposed as an alternative solution. The projection quality criteria were calculated and compared with those of the Lambert conformal conic projection. The maximal possible absolute linear distortion for conformal mapping of the pan-European area is also given. It has been shown that the CAMPREL projection designed for pan-European mapping better meets the projection selection criteria.
PB  - Association of Surveyors of Slovenia
T2  - Geodetski Vestnik
T1  - THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING
IS  - 2
VL  - 64
DO  - DOI: 10.15292/geodetski-vestnik.2020.02.214-226
ER  - 

@article{
author = "Nestorov, Ivan and Kilibarda, Milan and Protić, Dragutin",
year = "2020",
abstract = "There is an increasing need for pan-European spatial datasets, mainly to support the common European Union policies. This has inevitably raised demands for adopting pan-European cartographic projections to visualize the spatial data. The Map Projection Workshop organized by EuroGeographics in 2001 provided a recommendation to the European Commission to adopt the Lambert conformal conic projection for conformal pan-European mapping at the scales smaller or equal to 1:500,000. This paper discusses if the projection is an optimal solution in terms of linear deformations over the mapping region. An optimized CAMPREL (conformal adaptive mapping projection of rotation ellipsoid) projection for the area of interest is proposed as an alternative solution. The projection quality criteria were calculated and compared with those of the Lambert conformal conic projection. The maximal possible absolute linear distortion for conformal mapping of the pan-European area is also given. It has been shown that the CAMPREL projection designed for pan-European mapping better meets the projection selection criteria.",
publisher = "Association of Surveyors of Slovenia",
journal = "Geodetski Vestnik",
title = "THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING",
number = "2",
volume = "64",
doi = "DOI: 10.15292/geodetski-vestnik.2020.02.214-226"
}

Nestorov, I., Kilibarda, M.,& Protić, D.. (2020). THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING. in Geodetski Vestnik
Association of Surveyors of Slovenia., 64(2).
https://doi.org/DOI: 10.15292/geodetski-vestnik.2020.02.214-226

Nestorov I, Kilibarda M, Protić D. THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING. in Geodetski Vestnik. 2020;64(2).
doi:DOI: 10.15292/geodetski-vestnik.2020.02.214-226 .

Nestorov, Ivan, Kilibarda, Milan, Protić, Dragutin, "THE OPTIMAL CONFORMAL PROJECTION FOR PAN-EUROPEAN MAPPING" in Geodetski Vestnik, 64, no. 2 (2020),
https://doi.org/DOI: 10.15292/geodetski-vestnik.2020.02.214-226 . .

TY  - JOUR
AU  - Sekulić, Aleksandar
AU  - Kilibarda, Milan
AU  - Protić, Dragutin
AU  - Perčec-Tadić, Melita
AU  - Bajat, Branislav
PY  - 2019
UR  - https://link.springer.com/article/10.1007/s00704-019-03077-3
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1847
AB  - High resolution gridded mean daily temperature datasets are valuable for research and applications in agronomy, meteorology, hydrology, ecology, and many other disciplines depending on weather or climate. The gridded datasets and the models used for their estimation are being constantly improved as there is always a need for more accurate datasets as well as for datasets with a higher spatial and temporal resolution. We developed a spatio-temporal regression kriging model for Croatia at 1 km spatial resolution by adapting the spatio-temporal regression kriging model developed for global land areas. A geometrical temperature trend, digital elevation model, and topographic wetness index were used as covariates together with measurements from the Croatian national meteorological network for the year 2008. This model performed better than the global model and previously developed models for Croatia, based on MODIS land surface temperature images. The R2 was 97.8% and RMSE was 1.2 °C for leave-one-out and 5-fold cross-validation. The proposed national model still has a high level of uncertainty at higher altitudes leaving it suitable for agricultural areas that are dominant in lower and medium altitudes.
PB  - Springer
T2  - Theoretical and Applied Climatology
T1  - Spatio-temporal regression kriging model of mean daily temperature for Croatia
DO  - 10.1007/s00704-019-03077-3
ER  - 

@article{
author = "Sekulić, Aleksandar and Kilibarda, Milan and Protić, Dragutin and Perčec-Tadić, Melita and Bajat, Branislav",
year = "2019",
abstract = "High resolution gridded mean daily temperature datasets are valuable for research and applications in agronomy, meteorology, hydrology, ecology, and many other disciplines depending on weather or climate. The gridded datasets and the models used for their estimation are being constantly improved as there is always a need for more accurate datasets as well as for datasets with a higher spatial and temporal resolution. We developed a spatio-temporal regression kriging model for Croatia at 1 km spatial resolution by adapting the spatio-temporal regression kriging model developed for global land areas. A geometrical temperature trend, digital elevation model, and topographic wetness index were used as covariates together with measurements from the Croatian national meteorological network for the year 2008. This model performed better than the global model and previously developed models for Croatia, based on MODIS land surface temperature images. The R2 was 97.8% and RMSE was 1.2 °C for leave-one-out and 5-fold cross-validation. The proposed national model still has a high level of uncertainty at higher altitudes leaving it suitable for agricultural areas that are dominant in lower and medium altitudes.",
publisher = "Springer",
journal = "Theoretical and Applied Climatology",
title = "Spatio-temporal regression kriging model of mean daily temperature for Croatia",
doi = "10.1007/s00704-019-03077-3"
}

Sekulić, A., Kilibarda, M., Protić, D., Perčec-Tadić, M.,& Bajat, B.. (2019). Spatio-temporal regression kriging model of mean daily temperature for Croatia. in Theoretical and Applied Climatology
Springer..
https://doi.org/10.1007/s00704-019-03077-3

Sekulić A, Kilibarda M, Protić D, Perčec-Tadić M, Bajat B. Spatio-temporal regression kriging model of mean daily temperature for Croatia. in Theoretical and Applied Climatology. 2019;.
doi:10.1007/s00704-019-03077-3 .

Sekulić, Aleksandar, Kilibarda, Milan, Protić, Dragutin, Perčec-Tadić, Melita, Bajat, Branislav, "Spatio-temporal regression kriging model of mean daily temperature for Croatia" in Theoretical and Applied Climatology (2019),
https://doi.org/10.1007/s00704-019-03077-3 . .

TY  - JOUR
AU  - Protić, Dragutin
AU  - Kilibarda Milan, S.
AU  - Nenković-Riznić Marina, D.
AU  - Nestorov, Ivan
PY  - 2018
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1565
AB  - Solar maps as web cartographic products that provide information on solar potential of surfaces on the Earth have been exploited in decision making, awareness raising, and promoting the use of solar energy. Web based solar maps of cities have become popular services as the use of solar energy is especially attractive in urban environments. The article discusses the concept and aspects of urban solar potential maps on the example of the i-Scope project as a case study. The i-Scope roof solar potential service built on 3-D urban information models was piloted in eight European cities. To obtain precise data on solar irradiation, a good quality digital surface model is required. A cost efficient innovative method for generation of digital surface model from stereophotogrammetry for urban areas where no advanced source data (e. g. LiDAR) exist is developed. The method works for flat, shed and gable roofs and provides sufficient accuracy of digital surface model.
PB  - Belgrade : Vinča Institute of Nuclear Sciences
T2  - Thermal Science
T1  - 3D urban solar potential maps - case study of the i-SCOPE project
EP  - 673
IS  - 1B
SP  - 663
VL  - 22
DO  - 10.2298/TSCI170715213P
ER  - 

@article{
author = "Protić, Dragutin and Kilibarda Milan, S. and Nenković-Riznić Marina, D. and Nestorov, Ivan",
year = "2018",
abstract = "Solar maps as web cartographic products that provide information on solar potential of surfaces on the Earth have been exploited in decision making, awareness raising, and promoting the use of solar energy. Web based solar maps of cities have become popular services as the use of solar energy is especially attractive in urban environments. The article discusses the concept and aspects of urban solar potential maps on the example of the i-Scope project as a case study. The i-Scope roof solar potential service built on 3-D urban information models was piloted in eight European cities. To obtain precise data on solar irradiation, a good quality digital surface model is required. A cost efficient innovative method for generation of digital surface model from stereophotogrammetry for urban areas where no advanced source data (e. g. LiDAR) exist is developed. The method works for flat, shed and gable roofs and provides sufficient accuracy of digital surface model.",
publisher = "Belgrade : Vinča Institute of Nuclear Sciences",
journal = "Thermal Science",
title = "3D urban solar potential maps - case study of the i-SCOPE project",
pages = "673-663",
number = "1B",
volume = "22",
doi = "10.2298/TSCI170715213P"
}

Protić, D., Kilibarda Milan, S., Nenković-Riznić Marina, D.,& Nestorov, I.. (2018). 3D urban solar potential maps - case study of the i-SCOPE project. in Thermal Science
Belgrade : Vinča Institute of Nuclear Sciences., 22(1B), 663-673.
https://doi.org/10.2298/TSCI170715213P

Protić D, Kilibarda Milan S, Nenković-Riznić Marina D, Nestorov I. 3D urban solar potential maps - case study of the i-SCOPE project. in Thermal Science. 2018;22(1B):663-673.
doi:10.2298/TSCI170715213P .

Protić, Dragutin, Kilibarda Milan, S., Nenković-Riznić Marina, D., Nestorov, Ivan, "3D urban solar potential maps - case study of the i-SCOPE project" in Thermal Science, 22, no. 1B (2018):663-673,
https://doi.org/10.2298/TSCI170715213P . .

TY  - JOUR
AU  - Protić, Dragutin
AU  - Kilibarda, Milan
AU  - Nenkovic-Riznić, Marina D.
AU  - Nestorov, Ivan
PY  - 2018
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/960
AB  - Solar maps as web cartographic products that provide information on solar potential of surfaces on the Earth have been exploited in decision making, awareness raising, and promoting the use of solar energy. Web based solar maps of cities have become popular services as the use of solar energy is especially attractive in urban environments. The article discusses the concept and aspects of urban solar potential maps on the example of the i-Scope project as a case study. The i-Scope roof solar potential service built on 3-D urban information models was piloted in eight European cities. To obtain precise data on solar irradiation, a good quality digital surface model is required. A cost efficient innovative method for generation of digital surface model from stereophotogrammetry for urban areas where no advanced source data (e. g. LiDAR) exist is developed. The method works for flat, shed and gable roofs and provides sufficient accuracy of digital surface model.
PB  - Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd
T2  - Thermal Science
T1  - Three-dimensional urban solar potential maps case study of the i-scope project
EP  - 673
IS  - 1
SP  - 663
VL  - 22
DO  - 10.2298/TSCI170715213P
ER  - 

@article{
author = "Protić, Dragutin and Kilibarda, Milan and Nenkovic-Riznić, Marina D. and Nestorov, Ivan",
year = "2018",
abstract = "Solar maps as web cartographic products that provide information on solar potential of surfaces on the Earth have been exploited in decision making, awareness raising, and promoting the use of solar energy. Web based solar maps of cities have become popular services as the use of solar energy is especially attractive in urban environments. The article discusses the concept and aspects of urban solar potential maps on the example of the i-Scope project as a case study. The i-Scope roof solar potential service built on 3-D urban information models was piloted in eight European cities. To obtain precise data on solar irradiation, a good quality digital surface model is required. A cost efficient innovative method for generation of digital surface model from stereophotogrammetry for urban areas where no advanced source data (e. g. LiDAR) exist is developed. The method works for flat, shed and gable roofs and provides sufficient accuracy of digital surface model.",
publisher = "Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd",
journal = "Thermal Science",
title = "Three-dimensional urban solar potential maps case study of the i-scope project",
pages = "673-663",
number = "1",
volume = "22",
doi = "10.2298/TSCI170715213P"
}

Protić, D., Kilibarda, M., Nenkovic-Riznić, M. D.,& Nestorov, I.. (2018). Three-dimensional urban solar potential maps case study of the i-scope project. in Thermal Science
Univerzitet u Beogradu - Institut za nuklearne nauke Vinča, Beograd., 22(1), 663-673.
https://doi.org/10.2298/TSCI170715213P

Protić D, Kilibarda M, Nenkovic-Riznić MD, Nestorov I. Three-dimensional urban solar potential maps case study of the i-scope project. in Thermal Science. 2018;22(1):663-673.
doi:10.2298/TSCI170715213P .

Protić, Dragutin, Kilibarda, Milan, Nenkovic-Riznić, Marina D., Nestorov, Ivan, "Three-dimensional urban solar potential maps case study of the i-scope project" in Thermal Science, 22, no. 1 (2018):663-673,
https://doi.org/10.2298/TSCI170715213P . .

TY  - CONF
AU  - Protić, Dragutin
AU  - Milutinović, S.
AU  - Antonijević, Ognjen
AU  - Sekulić, Aleksandar
AU  - Kilibarda, Milan
PY  - 2016
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1427
PB  - Faculty of Civil Engineering, Belgrade
C3  - Proceedings of GeoMLA, Geostatistics and Machine Learning, Application in Climate and Environmental Sciences, Belgrade, Serbia 21-24 June 2016
T1  - Sensitivity of vegetation indices derived from Sentinel-2 data to change in biophysical characteristics
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1427
ER  - 

@conference{
author = "Protić, Dragutin and Milutinović, S. and Antonijević, Ognjen and Sekulić, Aleksandar and Kilibarda, Milan",
year = "2016",
publisher = "Faculty of Civil Engineering, Belgrade",
journal = "Proceedings of GeoMLA, Geostatistics and Machine Learning, Application in Climate and Environmental Sciences, Belgrade, Serbia 21-24 June 2016",
title = "Sensitivity of vegetation indices derived from Sentinel-2 data to change in biophysical characteristics",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1427"
}

Protić, D., Milutinović, S., Antonijević, O., Sekulić, A.,& 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, Application in Climate and Environmental Sciences, Belgrade, Serbia 21-24 June 2016
Faculty of Civil Engineering, Belgrade..
https://hdl.handle.net/21.15107/rcub_grafar_1427

Protić D, Milutinović S, Antonijević O, Sekulić A, Kilibarda M. Sensitivity of vegetation indices derived from Sentinel-2 data to change in biophysical characteristics. in Proceedings of GeoMLA, Geostatistics and Machine Learning, Application in Climate and Environmental Sciences, Belgrade, Serbia 21-24 June 2016. 2016;.
https://hdl.handle.net/21.15107/rcub_grafar_1427 .

Protić, Dragutin, Milutinović, S., Antonijević, Ognjen, Sekulić, Aleksandar, Kilibarda, Milan, "Sensitivity of vegetation indices derived from Sentinel-2 data to change in biophysical characteristics" in Proceedings of GeoMLA, Geostatistics and Machine Learning, Application in Climate and Environmental Sciences, Belgrade, Serbia 21-24 June 2016 (2016),
https://hdl.handle.net/21.15107/rcub_grafar_1427 .

TY  - CHAP
AU  - Protić, Dragutin
AU  - Ignjatović, Aleksandar
AU  - Nestorov, Ivan
PY  - 2016
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1077
PB  - Beograd: Institut za arhitekturu i urbanizam Srbije
T2  - Prostorni, ekološki, energetski i društveni aspekti razvoja naselja i klimatske promene = Spatial, E
T1  - Communication of Spatial Information in Environmental and Energy Solutions for Urban Spaces
T1  - Komunikacija prostornih informacija u ekološkim i energetskim rešenjima za gradske prostore
EP  - 108
SP  - 93
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1077
ER  - 

@inbook{
author = "Protić, Dragutin and Ignjatović, Aleksandar and Nestorov, Ivan",
year = "2016",
publisher = "Beograd: Institut za arhitekturu i urbanizam Srbije",
journal = "Prostorni, ekološki, energetski i društveni aspekti razvoja naselja i klimatske promene = Spatial, E",
booktitle = "Communication of Spatial Information in Environmental and Energy Solutions for Urban Spaces, Komunikacija prostornih informacija u ekološkim i energetskim rešenjima za gradske prostore",
pages = "108-93",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1077"
}

Protić, D., Ignjatović, A.,& Nestorov, I.. (2016). Communication of Spatial Information in Environmental and Energy Solutions for Urban Spaces. in Prostorni, ekološki, energetski i društveni aspekti razvoja naselja i klimatske promene = Spatial, E
Beograd: Institut za arhitekturu i urbanizam Srbije., 93-108.
https://hdl.handle.net/21.15107/rcub_grafar_1077

Protić D, Ignjatović A, Nestorov I. Communication of Spatial Information in Environmental and Energy Solutions for Urban Spaces. in Prostorni, ekološki, energetski i društveni aspekti razvoja naselja i klimatske promene = Spatial, E. 2016;:93-108.
https://hdl.handle.net/21.15107/rcub_grafar_1077 .

Protić, Dragutin, Ignjatović, Aleksandar, Nestorov, Ivan, "Communication of Spatial Information in Environmental and Energy Solutions for Urban Spaces" in Prostorni, ekološki, energetski i društveni aspekti razvoja naselja i klimatske promene = Spatial, E (2016):93-108,
https://hdl.handle.net/21.15107/rcub_grafar_1077 .

TY  - CHAP
AU  - Protić, Dragutin
AU  - Vučetić, Ivan
AU  - Nestorov, Ivan
PY  - 2015
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1032
AB  - The goal of “smart city” electronic services is to significantly improve urban life and development with regards to different aspects. The services, built upon various Information and Communication Technologies, are usually designed to provide some sort of information to the users, and often, the information have clear spatial dimension. To model, analyse and bring spatial information to the users, modern digital cartographic technologies are exploited. The paper presents the case study of city of Indjija, Serbia, where two EU funded projects, i-SCOPE and eEnviPer, have been implemented and aimed to establish different “smart city” services. eEnviPer is an e-Government service that supports entire “environmental permitting” process. One of the elements within the service is Geographic Information System of the Environment that enables visualisation of spatial information related to the environment as well as some analytical capabilities. The i-SCOPE service is designed to provide the information on solar potential assessment of the city roofs through an interactive 3D web map client. The technology is based on a 3D Urban Information Model. The expected effects of the services are multiple as so are the user groups. eEnviPer platform is expected to raise quality of environmental protection and to increase participation of citizens in decision making. i-SCOPE should influence the urban planning activities and increase renewable energy consumption.
PB  - Newcastle upon Tyne: Cambridge Scholars Publishing
T2  - Keeping Up with Technologies to Improve Places
T1  - The Role of Cartography in Making a “Smart City”: Case Study of Indjija
EP  - 238
SP  - 230
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1032
ER  - 

@inbook{
author = "Protić, Dragutin and Vučetić, Ivan and Nestorov, Ivan",
year = "2015",
abstract = "The goal of “smart city” electronic services is to significantly improve urban life and development with regards to different aspects. The services, built upon various Information and Communication Technologies, are usually designed to provide some sort of information to the users, and often, the information have clear spatial dimension. To model, analyse and bring spatial information to the users, modern digital cartographic technologies are exploited. The paper presents the case study of city of Indjija, Serbia, where two EU funded projects, i-SCOPE and eEnviPer, have been implemented and aimed to establish different “smart city” services. eEnviPer is an e-Government service that supports entire “environmental permitting” process. One of the elements within the service is Geographic Information System of the Environment that enables visualisation of spatial information related to the environment as well as some analytical capabilities. The i-SCOPE service is designed to provide the information on solar potential assessment of the city roofs through an interactive 3D web map client. The technology is based on a 3D Urban Information Model. The expected effects of the services are multiple as so are the user groups. eEnviPer platform is expected to raise quality of environmental protection and to increase participation of citizens in decision making. i-SCOPE should influence the urban planning activities and increase renewable energy consumption.",
publisher = "Newcastle upon Tyne: Cambridge Scholars Publishing",
journal = "Keeping Up with Technologies to Improve Places",
booktitle = "The Role of Cartography in Making a “Smart City”: Case Study of Indjija",
pages = "238-230",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1032"
}

Protić, D., Vučetić, I.,& Nestorov, I.. (2015). The Role of Cartography in Making a “Smart City”: Case Study of Indjija. in Keeping Up with Technologies to Improve Places
Newcastle upon Tyne: Cambridge Scholars Publishing., 230-238.
https://hdl.handle.net/21.15107/rcub_grafar_1032

Protić D, Vučetić I, Nestorov I. The Role of Cartography in Making a “Smart City”: Case Study of Indjija. in Keeping Up with Technologies to Improve Places. 2015;:230-238.
https://hdl.handle.net/21.15107/rcub_grafar_1032 .

Protić, Dragutin, Vučetić, Ivan, Nestorov, Ivan, "The Role of Cartography in Making a “Smart City”: Case Study of Indjija" in Keeping Up with Technologies to Improve Places (2015):230-238,
https://hdl.handle.net/21.15107/rcub_grafar_1032 .

TY  - JOUR
AU  - Protić, Dragutin
AU  - Nestorov, Ivan
AU  - Vučetić, Ivan
PY  - 2014
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/625
AB  - i-SCOPE pilot project, funded by the European Commission through the CIP-ICT-PSP program, aims to develop an open source toolkit for 3D 'smart City' services in three different domains: improved inclusion and personal mobility, solar energy potential assessment, noise mapping and simulation. The services are expected to improve life and work of its users. The services are built upon 3D Urban Information Models (UIM) that are based on cityGML format providing the necessary standardization and interoperability. Generation, enrichment and management of the 3D city model is a part of the i-SCOPE services. The paper shows the importance of the comprehensive and interoperable 3D city models for building the 'smart city' services.
PB  - Savez geodeta Srbije, Beograd
T2  - Geonauka
T1  - 3D Urban Information Models in making a 'smart city': The i-SCOPE project case study
EP  - 16
IS  - 3
SP  - 12
VL  - 2
DO  - 10.14438/gn.2014.17
ER  - 

@article{
author = "Protić, Dragutin and Nestorov, Ivan and Vučetić, Ivan",
year = "2014",
abstract = "i-SCOPE pilot project, funded by the European Commission through the CIP-ICT-PSP program, aims to develop an open source toolkit for 3D 'smart City' services in three different domains: improved inclusion and personal mobility, solar energy potential assessment, noise mapping and simulation. The services are expected to improve life and work of its users. The services are built upon 3D Urban Information Models (UIM) that are based on cityGML format providing the necessary standardization and interoperability. Generation, enrichment and management of the 3D city model is a part of the i-SCOPE services. The paper shows the importance of the comprehensive and interoperable 3D city models for building the 'smart city' services.",
publisher = "Savez geodeta Srbije, Beograd",
journal = "Geonauka",
title = "3D Urban Information Models in making a 'smart city': The i-SCOPE project case study",
pages = "16-12",
number = "3",
volume = "2",
doi = "10.14438/gn.2014.17"
}

Protić, D., Nestorov, I.,& Vučetić, I.. (2014). 3D Urban Information Models in making a 'smart city': The i-SCOPE project case study. in Geonauka
Savez geodeta Srbije, Beograd., 2(3), 12-16.
https://doi.org/10.14438/gn.2014.17

Protić D, Nestorov I, Vučetić I. 3D Urban Information Models in making a 'smart city': The i-SCOPE project case study. in Geonauka. 2014;2(3):12-16.
doi:10.14438/gn.2014.17 .

Protić, Dragutin, Nestorov, Ivan, Vučetić, Ivan, "3D Urban Information Models in making a 'smart city': The i-SCOPE project case study" in Geonauka, 2, no. 3 (2014):12-16,
https://doi.org/10.14438/gn.2014.17 . .

TY  - THES
AU  - Protić, Dragutin
PY  - 2013
UR  - http://eteze.bg.ac.rs/application/showtheses?thesesId=1691
UR  - https://fedorabg.bg.ac.rs/fedora/get/o:9239/bdef:Content/download
UR  - http://vbs.rs/scripts/cobiss?command=DISPLAY&base=70036&RID=513346194
UR  - http://nardus.mpn.gov.rs/123456789/2202
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1693
AB  - Изазови повезани са стањем животне средине и климатским променамазначајно повећавају потребу различитих дисциплина за адекватним подацима иинформацијама које имају просторну и временску димензију. Ове потребе се могузадовољити искључиво кроз програме оперативног мониторина земљишта којиукључују картирање земљишног покривача. Оперативни систем за мониторингземљишта захтева интегрисано коришћење прикупљених података, њиховуефикасну и континуирану трансформацију у корисне стандардизоване иправовремене информације, њихову асимилацију у моделе и њихово коришћење упроценама, креирању политике и системима за подршку одлучивању. Тренутнодоминантна парадигма картирања земљишног покривача се заснива на системимаквалитативне класификације при чему се простор дели у ентитете који сепридужују класама из претходно установљеног система класификације. Основнипроблем традиционалних методологија картирања земљишног покривача лежи учињеници да су изведене информације, као производ класификације, подложнеконцептуализацији како креатора тако и корисника при чему се често овеконцептуализације не поклапају. Хармонизације и стандардизације картирањаземљишног покривача као покушаји да се дође до јединствене концептуалнеравни не могу суштински да премосте овај проблем. Решење се може тражити уквантитативном моделирању земљишног покривача.Предмет истраживања ове дисертације представљају концепт, захтеви имогућности квантитативног картографског моделирања земљишног покривача уусловима изражене потребе за одговарајућим, квалитетним и ажурниминформацијама о животној средини и природним ресурсима. Како оптичкисателитски сензори представљају основни извор података за генерисањеинформација о земљишном покривачу, истраживање је фокусирано на квалитетподатака сателитског осматрања Земље као и квалитет метода моделирањаквантитативних параметара које служе за описивање карактеристика појаваземљишног покривача.Као средства квантитативног описивања основних категорија земљишногпокривача: вегетације, воде, земљишта и вештачких површина, анализирани су упракси најчешће коришћени спектрални индекси и биофизички параметри.Спектрални индекси су погодни у квантитативном моделирању јер су директнафункција сателитских података, али како они не представљају апсолутнебиофизичке карактеристике појава, њихова интерпретација је честопроблематична, посебно при описивању вегетације као најкомплекснијекатегорије. Са друге стране, моделирање биофизичких параметара представљаизазов. Једноставни емпиријски модели оцене биофизичких параметара изспектралних индекса оптерећени су значајном несигурношћу због чега нисупогодни за оперативну употребу. Детерминистички (физички) модели оценебиофизичких параметара представљају добру теоријску основу за оперативнокартирање, али је потребно познавање њихове несигурности. Посебан фокус јестављен на експериментално испитивање несигурности физички моделиранихбиофизичких параметара за описивање вегетације као најкомплексније категоријеземљишног покривача и то у зависности од различитих извора несигурности...
AB  - Challenges related to environment and climate changes significantly increasedemands of various disciplines for appropriate data and information that are spatial innature. These needs can be fulfilled only through the programmes of operational landmonitoring that include land cover mapping. An operational system for land monitoringrequires integrated use of observations, their efficient and continual transformation intouseful, standardized and timely information, their assimilation into models and theirapplication in assessments, policy and decision making. The current dominant paradigmof land cover mapping is based on qualitative classification systems that separate thespace into entities to which classes are then assigned. The major problem of thetraditional land cover mapping methodologies lies in the fact that the extractedinformation, being products of classification, are subject to conceptualization of boththe producers and the users. However, they do not often match. Initiatives forharmonization and standardization of land cover mapping are attempts to reach acommon conceptual platform. Nevertheless, these solutions cannot essentially overcomethe problem. The premise of this research is that the solution could be found inquantitative land cover modeling.The objective of the research is concept, requirements and possibilities ofquantitative cartographic land cover modeling under conditions of increased demand forappropriate, quality and up-to-date information on the environment and naturalresources. Since the optical satellite sensors are the primary data source for generatingthe land cover information, the research was focused on quality of both the Earthobservation data and the methods of quantitative parameters modeling that serve for thedescription of land features’ characteristics.The most often used spectral indices and biophysical parameters that areconsidered instruments for quantitative description of basic land cover categories(vegetation, water, land and artificial surfaces) are analyzed. Spectral indices aresuitable for quantitative modeling because they are direct function of satellite data.However, as they do not represent absolute biophysical characteristics of features, theirinterpretation is often problematic, especially in the case of describing vegetation as themost complex category. On the other hand, modeling of biophysical parameters is achallenge. Simple empirical models of biophysical parameters’ estimation from spectralindices are connected with significant uncertainty which makes them inappropriate foroperational use. Deterministic (physical) models of biophysical parameters’ estimationare good theoretical basis for the operational mapping, but knowledge of the uncertaintyis necessary. Special attention was paid to experimental assessment of uncertainty ofphysically modeled biophysical parameters of vegetation in terms of various uncertaintysources.The concept of operational quantitative land cover monitoring is also analyzedfrom the aspect of spectral and spatial heterogeneity of the Earth observation data. Asystem of organizing data and information by use of multiscale hierarchical referencegrid is introduced with the grid structure adjusted to the major operational opticalmultispectral satellite sensors. Such a system enables the optimal use of available dataand the possibility to apply object oriented analysis...
PB  - Универзитет у Београду, Грађевински факултет
T2  - Универзитет у Београду
T1  - Квантитативно картографско моделирање земљишног покривача
T1  - Quantitative cartographic land cover modeling
UR  - https://hdl.handle.net/21.15107/rcub_nardus_2202
ER  - 

@phdthesis{
author = "Protić, Dragutin",
year = "2013",
abstract = "Изазови повезани са стањем животне средине и климатским променамазначајно повећавају потребу различитих дисциплина за адекватним подацима иинформацијама које имају просторну и временску димензију. Ове потребе се могузадовољити искључиво кроз програме оперативног мониторина земљишта којиукључују картирање земљишног покривача. Оперативни систем за мониторингземљишта захтева интегрисано коришћење прикупљених података, њиховуефикасну и континуирану трансформацију у корисне стандардизоване иправовремене информације, њихову асимилацију у моделе и њихово коришћење упроценама, креирању политике и системима за подршку одлучивању. Тренутнодоминантна парадигма картирања земљишног покривача се заснива на системимаквалитативне класификације при чему се простор дели у ентитете који сепридужују класама из претходно установљеног система класификације. Основнипроблем традиционалних методологија картирања земљишног покривача лежи учињеници да су изведене информације, као производ класификације, подложнеконцептуализацији како креатора тако и корисника при чему се често овеконцептуализације не поклапају. Хармонизације и стандардизације картирањаземљишног покривача као покушаји да се дође до јединствене концептуалнеравни не могу суштински да премосте овај проблем. Решење се може тражити уквантитативном моделирању земљишног покривача.Предмет истраживања ове дисертације представљају концепт, захтеви имогућности квантитативног картографског моделирања земљишног покривача уусловима изражене потребе за одговарајућим, квалитетним и ажурниминформацијама о животној средини и природним ресурсима. Како оптичкисателитски сензори представљају основни извор података за генерисањеинформација о земљишном покривачу, истраживање је фокусирано на квалитетподатака сателитског осматрања Земље као и квалитет метода моделирањаквантитативних параметара које служе за описивање карактеристика појаваземљишног покривача.Као средства квантитативног описивања основних категорија земљишногпокривача: вегетације, воде, земљишта и вештачких површина, анализирани су упракси најчешће коришћени спектрални индекси и биофизички параметри.Спектрални индекси су погодни у квантитативном моделирању јер су директнафункција сателитских података, али како они не представљају апсолутнебиофизичке карактеристике појава, њихова интерпретација је честопроблематична, посебно при описивању вегетације као најкомплекснијекатегорије. Са друге стране, моделирање биофизичких параметара представљаизазов. Једноставни емпиријски модели оцене биофизичких параметара изспектралних индекса оптерећени су значајном несигурношћу због чега нисупогодни за оперативну употребу. Детерминистички (физички) модели оценебиофизичких параметара представљају добру теоријску основу за оперативнокартирање, али је потребно познавање њихове несигурности. Посебан фокус јестављен на експериментално испитивање несигурности физички моделиранихбиофизичких параметара за описивање вегетације као најкомплексније категоријеземљишног покривача и то у зависности од различитих извора несигурности..., Challenges related to environment and climate changes significantly increasedemands of various disciplines for appropriate data and information that are spatial innature. These needs can be fulfilled only through the programmes of operational landmonitoring that include land cover mapping. An operational system for land monitoringrequires integrated use of observations, their efficient and continual transformation intouseful, standardized and timely information, their assimilation into models and theirapplication in assessments, policy and decision making. The current dominant paradigmof land cover mapping is based on qualitative classification systems that separate thespace into entities to which classes are then assigned. The major problem of thetraditional land cover mapping methodologies lies in the fact that the extractedinformation, being products of classification, are subject to conceptualization of boththe producers and the users. However, they do not often match. Initiatives forharmonization and standardization of land cover mapping are attempts to reach acommon conceptual platform. Nevertheless, these solutions cannot essentially overcomethe problem. The premise of this research is that the solution could be found inquantitative land cover modeling.The objective of the research is concept, requirements and possibilities ofquantitative cartographic land cover modeling under conditions of increased demand forappropriate, quality and up-to-date information on the environment and naturalresources. Since the optical satellite sensors are the primary data source for generatingthe land cover information, the research was focused on quality of both the Earthobservation data and the methods of quantitative parameters modeling that serve for thedescription of land features’ characteristics.The most often used spectral indices and biophysical parameters that areconsidered instruments for quantitative description of basic land cover categories(vegetation, water, land and artificial surfaces) are analyzed. Spectral indices aresuitable for quantitative modeling because they are direct function of satellite data.However, as they do not represent absolute biophysical characteristics of features, theirinterpretation is often problematic, especially in the case of describing vegetation as themost complex category. On the other hand, modeling of biophysical parameters is achallenge. Simple empirical models of biophysical parameters’ estimation from spectralindices are connected with significant uncertainty which makes them inappropriate foroperational use. Deterministic (physical) models of biophysical parameters’ estimationare good theoretical basis for the operational mapping, but knowledge of the uncertaintyis necessary. Special attention was paid to experimental assessment of uncertainty ofphysically modeled biophysical parameters of vegetation in terms of various uncertaintysources.The concept of operational quantitative land cover monitoring is also analyzedfrom the aspect of spectral and spatial heterogeneity of the Earth observation data. Asystem of organizing data and information by use of multiscale hierarchical referencegrid is introduced with the grid structure adjusted to the major operational opticalmultispectral satellite sensors. Such a system enables the optimal use of available dataand the possibility to apply object oriented analysis...",
publisher = "Универзитет у Београду, Грађевински факултет",
journal = "Универзитет у Београду",
title = "Квантитативно картографско моделирање земљишног покривача, Quantitative cartographic land cover modeling",
url = "https://hdl.handle.net/21.15107/rcub_nardus_2202"
}

Protić, D.. (2013). Квантитативно картографско моделирање земљишног покривача. in Универзитет у Београду
Универзитет у Београду, Грађевински факултет..
https://hdl.handle.net/21.15107/rcub_nardus_2202

Protić D. Квантитативно картографско моделирање земљишног покривача. in Универзитет у Београду. 2013;.
https://hdl.handle.net/21.15107/rcub_nardus_2202 .

Protić, Dragutin, "Квантитативно картографско моделирање земљишног покривача" in Универзитет у Београду (2013),
https://hdl.handle.net/21.15107/rcub_nardus_2202 .

TY  - JOUR
AU  - Kilibarda, Milan
AU  - Protić, Dragutin
AU  - Nestorov, Ivan
PY  - 2010
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/313
AB  - Today, Google Maps API application based on Ajax technology as standard web service; facilitate users with publication interactive web maps, thus opening new possibilities in relation to the classical analogue maps. CORINE land cover databases are recognized as the fundamental reference data sets for numerious spatial analysis. The theoretical and applicable aspects of Google Maps API cartographic service are considered on the case of creating web map of change in urban areas in Belgrade and surround from 2000. to 2006. year, obtained from CORINE databases.
AB  - Danas standardni web servis, Goole Maps API aplikacija, zasnovana na Ajax tehnologiji, korisniku na jednostavan način omogućava publikaciju interaktivnih web karata, čime se otvaraju nove mogućnosti u odnosu na klasične analogne karte. CORINE baze podataka o zemljišnom pokrivaču su prepoznate kao fundamentalni referentni skupovi podataka za mnoge prostorne analize. Teorijska i aplikativna primena Goole Maps API kartografskog servisa razmotrena je za izradu web karte promena urbanih površina Beograda i okoline od 2000. do 2006. godine dobijena na osnovu CORINE baza podataka.
PB  - Srpsko geografsko društvo, Beograd
T2  - Glasnik Srpskog geografskog društva
T1  - Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases
T1  - Primena Google Maps API servisa za izradu web karte informacija izvedenih iz CORINE baza podataka o zemljišnom pokrivaču
EP  - 114
IS  - 4
SP  - 103
VL  - 90
DO  - 10.2298/GSGD1004103K
ER  - 

@article{
author = "Kilibarda, Milan and Protić, Dragutin and Nestorov, Ivan",
year = "2010",
abstract = "Today, Google Maps API application based on Ajax technology as standard web service; facilitate users with publication interactive web maps, thus opening new possibilities in relation to the classical analogue maps. CORINE land cover databases are recognized as the fundamental reference data sets for numerious spatial analysis. The theoretical and applicable aspects of Google Maps API cartographic service are considered on the case of creating web map of change in urban areas in Belgrade and surround from 2000. to 2006. year, obtained from CORINE databases., Danas standardni web servis, Goole Maps API aplikacija, zasnovana na Ajax tehnologiji, korisniku na jednostavan način omogućava publikaciju interaktivnih web karata, čime se otvaraju nove mogućnosti u odnosu na klasične analogne karte. CORINE baze podataka o zemljišnom pokrivaču su prepoznate kao fundamentalni referentni skupovi podataka za mnoge prostorne analize. Teorijska i aplikativna primena Goole Maps API kartografskog servisa razmotrena je za izradu web karte promena urbanih površina Beograda i okoline od 2000. do 2006. godine dobijena na osnovu CORINE baza podataka.",
publisher = "Srpsko geografsko društvo, Beograd",
journal = "Glasnik Srpskog geografskog društva",
title = "Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases, Primena Google Maps API servisa za izradu web karte informacija izvedenih iz CORINE baza podataka o zemljišnom pokrivaču",
pages = "114-103",
number = "4",
volume = "90",
doi = "10.2298/GSGD1004103K"
}

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. in Glasnik Srpskog geografskog društva
Srpsko geografsko društvo, Beograd., 90(4), 103-114.
https://doi.org/10.2298/GSGD1004103K

Kilibarda M, Protić D, Nestorov I. Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases. in Glasnik Srpskog geografskog društva. 2010;90(4):103-114.
doi:10.2298/GSGD1004103K .

Kilibarda, Milan, Protić, Dragutin, Nestorov, Ivan, "Application of Google Maps API service for creating web map of information retrieved from CORINE land cover databases" in Glasnik Srpskog geografskog društva, 90, no. 4 (2010):103-114,
https://doi.org/10.2298/GSGD1004103K . .

TY  - JOUR
AU  - Radović, Dejan
AU  - Andrian, Giorgio
AU  - Radović, Ivica
AU  - Srdić, Zoran
AU  - Protić, Dragutin
PY  - 2008
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/176
AB  - Mt. Tara NP was nominated in 2004 within the UNESCO - ROSTE programme, for Man and the Biosphere (MAB) Reserve status in Serbia as transboundary 'Peace Park' status between Serbia and Bosnia & Herzegovina. Mt. Tara is one of the most important centres of Balkans and European ecosystems and species diversity. They represent a unique example of well preserved forests in south eastern Europe with numerous endemic and relict species of flora and fauna. In this floristic diversity of Mt Tara of the greatest interest is the Serbian (Pančić's) spruce Picea omorika. Mt. Tara NP is characterized by specific geomorphologic, hydrologic, geologic, soil and climatic features. The geographical information system (GIS) that we have created has proved an excellent tool for the spatial planning strategy in assessment and conservation of all natural characteristics of Mt. Tara NP, and is helpful to Park management for sustainable use of landscape resources. GIS of Mt. Tara NP includes data on natural, artificial and management themes.
AB  - Deo planine Tara je status Nacionalnog parka dobio 1981. godine. Polovinom 2004. godine NP Tara je renominovan u okviru UNESCO-ROSTE programa čovek i biosfera (MAB) za budući Rezervat biosfere i transgranični Park mira između Srbije i Bosne i Hercegovine. Planinski kompleks Tara predstavlja jedan od najznačajnijih centara specijskog i ekosistemskog diverziteta Balkana i Evrope. Tara predstavlja jedinstven primer dobro očuvanih šuma na prostoru Jugoistočne Evrope sa brojnim endemičnim i reliktnim vrstama flore i faune. Svakako da poseban pečat florističkom diverzitetu Tare daje endemo-reliktna vrsta Pančićeve omorike Picea omorika. Osim biotičke komponente specifične geomorfološke, hidrološke, geološke, pedološke i klimatološke karakteristike, prostoru Tare takođe daju sveukupne visoke prirodne vrednosti. Geografski informacioni system (GIS) koji smo kreirali predstavlja izvanredan alat za izradu savremene strategije prostornog plana ovog područja, kao i alat za valorizaciju i zaštitu svih prirodnih vrednosti NP Tara. GIS NP Tara istovremeno predstavlja savremen i nezaobilazan alat za upravljanje Parkom i održivo korišćenje njegovih prirodnih resursa. Sadržaji GIS NP Tara uključuju prirodne, antropogene i upravljačke atribute.
PB  - Srpsko geografsko društvo, Beograd
T2  - Glasnik Srpskog geografskog društva
T1  - Evolving GIS technologies in nature conservation and the spatial planning strategy of Tara NP (Serbia) as a potential UNECSO MAB reserve
T1  - Primena GIS tehnologija u zaštiti prirodnih potencijala i strategiji prostornog planiranja NP Tara (Srbija) kao potencijalnog UNESCO MAB rezervata
EP  - 100
IS  - 3
SP  - 87
VL  - 88
DO  - 10.2298/GSGD0803087R
ER  - 

@article{
author = "Radović, Dejan and Andrian, Giorgio and Radović, Ivica and Srdić, Zoran and Protić, Dragutin",
year = "2008",
abstract = "Mt. Tara NP was nominated in 2004 within the UNESCO - ROSTE programme, for Man and the Biosphere (MAB) Reserve status in Serbia as transboundary 'Peace Park' status between Serbia and Bosnia & Herzegovina. Mt. Tara is one of the most important centres of Balkans and European ecosystems and species diversity. They represent a unique example of well preserved forests in south eastern Europe with numerous endemic and relict species of flora and fauna. In this floristic diversity of Mt Tara of the greatest interest is the Serbian (Pančić's) spruce Picea omorika. Mt. Tara NP is characterized by specific geomorphologic, hydrologic, geologic, soil and climatic features. The geographical information system (GIS) that we have created has proved an excellent tool for the spatial planning strategy in assessment and conservation of all natural characteristics of Mt. Tara NP, and is helpful to Park management for sustainable use of landscape resources. GIS of Mt. Tara NP includes data on natural, artificial and management themes., Deo planine Tara je status Nacionalnog parka dobio 1981. godine. Polovinom 2004. godine NP Tara je renominovan u okviru UNESCO-ROSTE programa čovek i biosfera (MAB) za budući Rezervat biosfere i transgranični Park mira između Srbije i Bosne i Hercegovine. Planinski kompleks Tara predstavlja jedan od najznačajnijih centara specijskog i ekosistemskog diverziteta Balkana i Evrope. Tara predstavlja jedinstven primer dobro očuvanih šuma na prostoru Jugoistočne Evrope sa brojnim endemičnim i reliktnim vrstama flore i faune. Svakako da poseban pečat florističkom diverzitetu Tare daje endemo-reliktna vrsta Pančićeve omorike Picea omorika. Osim biotičke komponente specifične geomorfološke, hidrološke, geološke, pedološke i klimatološke karakteristike, prostoru Tare takođe daju sveukupne visoke prirodne vrednosti. Geografski informacioni system (GIS) koji smo kreirali predstavlja izvanredan alat za izradu savremene strategije prostornog plana ovog područja, kao i alat za valorizaciju i zaštitu svih prirodnih vrednosti NP Tara. GIS NP Tara istovremeno predstavlja savremen i nezaobilazan alat za upravljanje Parkom i održivo korišćenje njegovih prirodnih resursa. Sadržaji GIS NP Tara uključuju prirodne, antropogene i upravljačke atribute.",
publisher = "Srpsko geografsko društvo, Beograd",
journal = "Glasnik Srpskog geografskog društva",
title = "Evolving GIS technologies in nature conservation and the spatial planning strategy of Tara NP (Serbia) as a potential UNECSO MAB reserve, Primena GIS tehnologija u zaštiti prirodnih potencijala i strategiji prostornog planiranja NP Tara (Srbija) kao potencijalnog UNESCO MAB rezervata",
pages = "100-87",
number = "3",
volume = "88",
doi = "10.2298/GSGD0803087R"
}

Radović, D., Andrian, G., Radović, I., Srdić, Z.,& Protić, D.. (2008). Evolving GIS technologies in nature conservation and the spatial planning strategy of Tara NP (Serbia) as a potential UNECSO MAB reserve. in Glasnik Srpskog geografskog društva
Srpsko geografsko društvo, Beograd., 88(3), 87-100.
https://doi.org/10.2298/GSGD0803087R

Radović D, Andrian G, Radović I, Srdić Z, Protić D. Evolving GIS technologies in nature conservation and the spatial planning strategy of Tara NP (Serbia) as a potential UNECSO MAB reserve. in Glasnik Srpskog geografskog društva. 2008;88(3):87-100.
doi:10.2298/GSGD0803087R .

Radović, Dejan, Andrian, Giorgio, Radović, Ivica, Srdić, Zoran, Protić, Dragutin, "Evolving GIS technologies in nature conservation and the spatial planning strategy of Tara NP (Serbia) as a potential UNECSO MAB reserve" in Glasnik Srpskog geografskog društva, 88, no. 3 (2008):87-100,
https://doi.org/10.2298/GSGD0803087R . .

TY  - JOUR
AU  - Nestorov, Ivan
AU  - Protić, Dragutin
PY  - 2006
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/116
AB  - In order to bring Serbia and Montenegro to the same line of activities as the rest of the European countries in relation to assessing the land cover resources, European Commission decided to support implementation of the CORINE Land Cover (CLC) project for Serbia and Montenegro through CARDS regional program. Production of the database follows standard CORINE methodology - computer assisted visual interpretation of satellite imagery supported with ancillary data and knowledge- as well as defined nomenclature. When finished, CLC database is going be the first geospatial database with such thematic content that covers the whole territory of Serbia and Montenegro. The paper describes organization of the project and the database production process.
AB  - Da bi Srbija i Crna Gora dostigle nivo aktivnosti vezanih za procenu resursa zemljišnog pokrivača sa ostalim evropskim zemljama, Evropska Komisija je odlučila da kroz regionalni CARDS program podrži implementaciju CORINE Land Cover (CLC) projekta u Srbiji i Crnoj Gori. Izrada baze podataka prati standardnu CLC metodologiju - kompjuterski podržanu vizuelnu interpretaciju satelitskih snimaka i definisanu nomenklaturu. Kompletirana i verifikovana, CLC baza podataka će biti prva prostorna baza podataka na državnom nivou sa tim tematskim sadržajem. U radu je opisana organizacija projekta i proces izrade baze podataka.
PB  - Republički geodetski zavod Srbije, Beograd
T2  - Geodetska služba
T1  - Implementation of the CORINE Land Cover project in Serbia and Montenegro
T1  - Implementacija CORINE Land Cover projekta u Srbiji i Crnoj Gori
EP  - 29
IS  - 105
SP  - 25
VL  - 35
UR  - https://hdl.handle.net/21.15107/rcub_grafar_116
ER  - 

@article{
author = "Nestorov, Ivan and Protić, Dragutin",
year = "2006",
abstract = "In order to bring Serbia and Montenegro to the same line of activities as the rest of the European countries in relation to assessing the land cover resources, European Commission decided to support implementation of the CORINE Land Cover (CLC) project for Serbia and Montenegro through CARDS regional program. Production of the database follows standard CORINE methodology - computer assisted visual interpretation of satellite imagery supported with ancillary data and knowledge- as well as defined nomenclature. When finished, CLC database is going be the first geospatial database with such thematic content that covers the whole territory of Serbia and Montenegro. The paper describes organization of the project and the database production process., Da bi Srbija i Crna Gora dostigle nivo aktivnosti vezanih za procenu resursa zemljišnog pokrivača sa ostalim evropskim zemljama, Evropska Komisija je odlučila da kroz regionalni CARDS program podrži implementaciju CORINE Land Cover (CLC) projekta u Srbiji i Crnoj Gori. Izrada baze podataka prati standardnu CLC metodologiju - kompjuterski podržanu vizuelnu interpretaciju satelitskih snimaka i definisanu nomenklaturu. Kompletirana i verifikovana, CLC baza podataka će biti prva prostorna baza podataka na državnom nivou sa tim tematskim sadržajem. U radu je opisana organizacija projekta i proces izrade baze podataka.",
publisher = "Republički geodetski zavod Srbije, Beograd",
journal = "Geodetska služba",
title = "Implementation of the CORINE Land Cover project in Serbia and Montenegro, Implementacija CORINE Land Cover projekta u Srbiji i Crnoj Gori",
pages = "29-25",
number = "105",
volume = "35",
url = "https://hdl.handle.net/21.15107/rcub_grafar_116"
}

Nestorov, I.,& Protić, D.. (2006). Implementation of the CORINE Land Cover project in Serbia and Montenegro. in Geodetska služba
Republički geodetski zavod Srbije, Beograd., 35(105), 25-29.
https://hdl.handle.net/21.15107/rcub_grafar_116

Nestorov I, Protić D. Implementation of the CORINE Land Cover project in Serbia and Montenegro. in Geodetska služba. 2006;35(105):25-29.
https://hdl.handle.net/21.15107/rcub_grafar_116 .

Nestorov, Ivan, Protić, Dragutin, "Implementation of the CORINE Land Cover project in Serbia and Montenegro" in Geodetska služba, 35, no. 105 (2006):25-29,
https://hdl.handle.net/21.15107/rcub_grafar_116 .