TY  - CONF
AU  - Petrović, Dragana
AU  - Mladenović, Ana
AU  - Đurić, Uroš
AU  - Pavlović, Radmila
PY  - 2013
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1913
AB  - Purpose of this study is to prepare slope instability map by using a spatial criteria in a landslide-
prone area of Belgrade suburban area. Landslide locations were detected from interpretation
of aerial images. Several factors were used for interpretation of landslide conditioning factors.
These factors are: slope, lithology, human impact, distance from rivers and streams, tectonic assembly,
NDVI (Normalized Difference Vegetation Index) calculated from Landsat 7 satellite images.
During last 35 years, in Belgrade urban and suburban area, more than 2000 landslides were
registered. Research area includes unstable slopes in the area of the gully, the total surface area of
1.4 km2. Research area is located near Sava, 20 km SW from Belgrade City centre, and it is very
close to biggest, deepest and the most investigated landslide in Belgrade area, named Umka. According
to Basic Geological Map (Filipović and Rodin 1976), whole area is built from marly and
carbonic clay, coal, diatomaceous earth and sand. Conformably over the Pannonian sediments lie
gray, yellowish and bluish marl clay. Average slope value of research area is 7.42°. Three groups
of faults are noted. Regional faults are NW-SE oriented. This group of faults is responsible for
gullies forming. Second detected group of faults is perpendicular to the first group. Some of this
ruptures are responsible for the occurrence of couple of landslides in this area. Third group includes
NNE-SSW oriented faults. Relation between the occurrences of slope instability to this
group of faults was not established. The biggest part of area of 0.8 km2 that was detected by analysing
of areal images is considered as a potential landslide, which means that it is not active landslide,
but there is big possibility, considering lithology, position and terrain slope, that could be
initiated with greater rainfall or other triggers. There are 10 active smaller landslides. Biggest of
them includes area of 0.3 km2. Two landslides that once were active, but not now, are detected.
They are in close vicinity of active landslides. Since the research area belongs to suburban area,
interpreted landslides do not make any threats to people or households.
PB  - Carpatho-Balkan Geomorphological Commission
C3  - Geomorphologia Slovaca et Bohemica
T1  - Monitoring slope instability in Belgrade suburban area by analysing satellite and aerial images
EP  - 62
SP  - 62
VL  - 1
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1913
ER  - 

@conference{
author = "Petrović, Dragana and Mladenović, Ana and Đurić, Uroš and Pavlović, Radmila",
year = "2013",
abstract = "Purpose of this study is to prepare slope instability map by using a spatial criteria in a landslide-
prone area of Belgrade suburban area. Landslide locations were detected from interpretation
of aerial images. Several factors were used for interpretation of landslide conditioning factors.
These factors are: slope, lithology, human impact, distance from rivers and streams, tectonic assembly,
NDVI (Normalized Difference Vegetation Index) calculated from Landsat 7 satellite images.
During last 35 years, in Belgrade urban and suburban area, more than 2000 landslides were
registered. Research area includes unstable slopes in the area of the gully, the total surface area of
1.4 km2. Research area is located near Sava, 20 km SW from Belgrade City centre, and it is very
close to biggest, deepest and the most investigated landslide in Belgrade area, named Umka. According
to Basic Geological Map (Filipović and Rodin 1976), whole area is built from marly and
carbonic clay, coal, diatomaceous earth and sand. Conformably over the Pannonian sediments lie
gray, yellowish and bluish marl clay. Average slope value of research area is 7.42°. Three groups
of faults are noted. Regional faults are NW-SE oriented. This group of faults is responsible for
gullies forming. Second detected group of faults is perpendicular to the first group. Some of this
ruptures are responsible for the occurrence of couple of landslides in this area. Third group includes
NNE-SSW oriented faults. Relation between the occurrences of slope instability to this
group of faults was not established. The biggest part of area of 0.8 km2 that was detected by analysing
of areal images is considered as a potential landslide, which means that it is not active landslide,
but there is big possibility, considering lithology, position and terrain slope, that could be
initiated with greater rainfall or other triggers. There are 10 active smaller landslides. Biggest of
them includes area of 0.3 km2. Two landslides that once were active, but not now, are detected.
They are in close vicinity of active landslides. Since the research area belongs to suburban area,
interpreted landslides do not make any threats to people or households.",
publisher = "Carpatho-Balkan Geomorphological Commission",
journal = "Geomorphologia Slovaca et Bohemica",
title = "Monitoring slope instability in Belgrade suburban area by analysing satellite and aerial images",
pages = "62-62",
volume = "1",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1913"
}

Petrović, D., Mladenović, A., Đurić, U.,& Pavlović, R.. (2013). Monitoring slope instability in Belgrade suburban area by analysing satellite and aerial images. in Geomorphologia Slovaca et Bohemica
Carpatho-Balkan Geomorphological Commission., 1, 62-62.
https://hdl.handle.net/21.15107/rcub_grafar_1913

Petrović D, Mladenović A, Đurić U, Pavlović R. Monitoring slope instability in Belgrade suburban area by analysing satellite and aerial images. in Geomorphologia Slovaca et Bohemica. 2013;1:62-62.
https://hdl.handle.net/21.15107/rcub_grafar_1913 .

Petrović, Dragana, Mladenović, Ana, Đurić, Uroš, Pavlović, Radmila, "Monitoring slope instability in Belgrade suburban area by analysing satellite and aerial images" in Geomorphologia Slovaca et Bohemica, 1 (2013):62-62,
https://hdl.handle.net/21.15107/rcub_grafar_1913 .

TY  - CONF
AU  - Lokin, Petar
AU  - Đurić, Uroš
AU  - Pavlović, Radmila
AU  - Trivić, Branislav
PY  - 2013
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1910
AB  - After huge number of landslide events in Serbia during 2006 (some of them with
catastrophic damage on households), Belgrade City Government has initiated defining a strategy
for landslide damage prevention. City Government and Assembly adopted suggested proposal to
finance new landslide inventory, since the old inventory has been made 30 years ago. By project
proposal, task was to create modern landslide inventory in a GIS oriented software for Belgrade
General Plan area (approx. 360 km2 with more than 1,2 mil. population). All noted landslides were
categorized by level of hazard and risk of their activation. This information system and landslide database should enable continuous monitoring of the landslide processes and possibility of early
warning system development. Such information should be at disposal to: planners, investors and
builders. In others words, it should enable rational landslide risk management. Inventory should
also enable possibility to define priorities objectively, which would ease the management effort of
the local authorities, when preventing and stabilizing active landslides or protecting affected
structures. Basic goals for creating a new inventory were: to archive all documentation of Belgrade
landslides in one place and to make data publically available; to collect data in digital form
(database) in order to have them continuously updated during time; to make a database
searchable by various parameters which are crucial for city governance (by municipality location,
different urban zones, infrastructure locations etc.); to generate full .pdf or .doc format reports
with quality data about inventoried landslides (with included maps, diagrams, laboratory data,
core sampling etc); to provide local decision makers with information on priorities in landslide
investigations for civil engineer projects or for landslide prevention and remediation, in different
stages of project design. Landslide inventory was funded by Belgrade Land Development Public
Agency and it was developed by University of Belgrade, Faculty of Mining and Geology
science/research team with support of numerous external associates, experts in different
geological engineering disciplines. During two and a half years of developing and field
investigations the following has been done: collecting, systematization, critical analysis and
reinterpretation of available landslide data; photogeological analysis of terrain; additional field
investigations engineering-geological mapping and reambulation; creation of land stability maps;
landslide hazard and risk assessment; developing and programming information system and
database for inventory; inputting collected data into digital inventory and alpha-testing of
developed application. Digital landslide inventory with database and information system for
Belgrade General Plan area was made during 2008-2010 yr. 1150 individual landslides were
registered and for each of them the following information has been added to the database:
location, geological conditions, existing exploration works and their results and works on
prevention and stabilization. Beside geological and engineering-geological data, various datasets
important for decision makers and City Government branches have been inputted in the database.
These included: 89 sheets of Belgrade topographic maps (scale 1:5000, in raster .jpg and .tif
format); orthophoto images of Belgrade with 30 cm resolution; Complex Geological map of
Belgrade (digitalized from sheets in 1:10000 scale); 89 scanned maps from old landslide inventory
(scale 1:5000, in raster .jpg and .tif format); photogeological map for comparing data in time
series. Final product was land stability map with generated level of landslide hazard and risk.
Inventory was created as tool/sub-shell inside ArcGIS© software, with localization on Serbian
language (Latin script).
PB  - City of Zagreb, Emergency Management Office
C3  - Abstract Proceedings: 1st Regional Symposium on Landslides in the Adriatic-Balkan Region & 3rd Workshop of the Croatian-Japanese Project ‘Risk Identification and Land-Use Planning for Disaster Mitigation of Landslides and Floods in Croatia’ ‘Landslide and Flood Hazard Assessment’ Zagreb, Croatia, 6-9 March 2013
T1  - Beoslide - Belgrade landslide inventory
EP  - 57
SP  - 56
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1910
ER  - 

@conference{
author = "Lokin, Petar and Đurić, Uroš and Pavlović, Radmila and Trivić, Branislav",
year = "2013",
abstract = "After huge number of landslide events in Serbia during 2006 (some of them with
catastrophic damage on households), Belgrade City Government has initiated defining a strategy
for landslide damage prevention. City Government and Assembly adopted suggested proposal to
finance new landslide inventory, since the old inventory has been made 30 years ago. By project
proposal, task was to create modern landslide inventory in a GIS oriented software for Belgrade
General Plan area (approx. 360 km2 with more than 1,2 mil. population). All noted landslides were
categorized by level of hazard and risk of their activation. This information system and landslide database should enable continuous monitoring of the landslide processes and possibility of early
warning system development. Such information should be at disposal to: planners, investors and
builders. In others words, it should enable rational landslide risk management. Inventory should
also enable possibility to define priorities objectively, which would ease the management effort of
the local authorities, when preventing and stabilizing active landslides or protecting affected
structures. Basic goals for creating a new inventory were: to archive all documentation of Belgrade
landslides in one place and to make data publically available; to collect data in digital form
(database) in order to have them continuously updated during time; to make a database
searchable by various parameters which are crucial for city governance (by municipality location,
different urban zones, infrastructure locations etc.); to generate full .pdf or .doc format reports
with quality data about inventoried landslides (with included maps, diagrams, laboratory data,
core sampling etc); to provide local decision makers with information on priorities in landslide
investigations for civil engineer projects or for landslide prevention and remediation, in different
stages of project design. Landslide inventory was funded by Belgrade Land Development Public
Agency and it was developed by University of Belgrade, Faculty of Mining and Geology
science/research team with support of numerous external associates, experts in different
geological engineering disciplines. During two and a half years of developing and field
investigations the following has been done: collecting, systematization, critical analysis and
reinterpretation of available landslide data; photogeological analysis of terrain; additional field
investigations engineering-geological mapping and reambulation; creation of land stability maps;
landslide hazard and risk assessment; developing and programming information system and
database for inventory; inputting collected data into digital inventory and alpha-testing of
developed application. Digital landslide inventory with database and information system for
Belgrade General Plan area was made during 2008-2010 yr. 1150 individual landslides were
registered and for each of them the following information has been added to the database:
location, geological conditions, existing exploration works and their results and works on
prevention and stabilization. Beside geological and engineering-geological data, various datasets
important for decision makers and City Government branches have been inputted in the database.
These included: 89 sheets of Belgrade topographic maps (scale 1:5000, in raster .jpg and .tif
format); orthophoto images of Belgrade with 30 cm resolution; Complex Geological map of
Belgrade (digitalized from sheets in 1:10000 scale); 89 scanned maps from old landslide inventory
(scale 1:5000, in raster .jpg and .tif format); photogeological map for comparing data in time
series. Final product was land stability map with generated level of landslide hazard and risk.
Inventory was created as tool/sub-shell inside ArcGIS© software, with localization on Serbian
language (Latin script).",
publisher = "City of Zagreb, Emergency Management Office",
journal = "Abstract Proceedings: 1st Regional Symposium on Landslides in the Adriatic-Balkan Region & 3rd Workshop of the Croatian-Japanese Project ‘Risk Identification and Land-Use Planning for Disaster Mitigation of Landslides and Floods in Croatia’ ‘Landslide and Flood Hazard Assessment’ Zagreb, Croatia, 6-9 March 2013",
title = "Beoslide - Belgrade landslide inventory",
pages = "57-56",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1910"
}

Lokin, P., Đurić, U., Pavlović, R.,& Trivić, B.. (2013). Beoslide - Belgrade landslide inventory. in Abstract Proceedings: 1st Regional Symposium on Landslides in the Adriatic-Balkan Region & 3rd Workshop of the Croatian-Japanese Project ‘Risk Identification and Land-Use Planning for Disaster Mitigation of Landslides and Floods in Croatia’ ‘Landslide and Flood Hazard Assessment’ Zagreb, Croatia, 6-9 March 2013
City of Zagreb, Emergency Management Office., 56-57.
https://hdl.handle.net/21.15107/rcub_grafar_1910

Lokin P, Đurić U, Pavlović R, Trivić B. Beoslide - Belgrade landslide inventory. in Abstract Proceedings: 1st Regional Symposium on Landslides in the Adriatic-Balkan Region & 3rd Workshop of the Croatian-Japanese Project ‘Risk Identification and Land-Use Planning for Disaster Mitigation of Landslides and Floods in Croatia’ ‘Landslide and Flood Hazard Assessment’ Zagreb, Croatia, 6-9 March 2013. 2013;:56-57.
https://hdl.handle.net/21.15107/rcub_grafar_1910 .

Lokin, Petar, Đurić, Uroš, Pavlović, Radmila, Trivić, Branislav, "Beoslide - Belgrade landslide inventory" in Abstract Proceedings: 1st Regional Symposium on Landslides in the Adriatic-Balkan Region & 3rd Workshop of the Croatian-Japanese Project ‘Risk Identification and Land-Use Planning for Disaster Mitigation of Landslides and Floods in Croatia’ ‘Landslide and Flood Hazard Assessment’ Zagreb, Croatia, 6-9 March 2013 (2013):56-57,
https://hdl.handle.net/21.15107/rcub_grafar_1910 .

TY  - CONF
AU  - Lokin, Petar
AU  - Pavlović, Radmila
AU  - Trivić, Branislav
AU  - Lazić, Mirko
AU  - Batalović, Krsto
AU  - Đurić, Uroš
PY  - 2012
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2061
AB  - Za prostor Generalnog plana Beograda urađen je Katastar klizišta (2008-2010.) sa bazom podataka i informacionim sistemom (IS). Registrovano je 1155 klizišta i za svako su u bazu uneti podaci o: lokaciji, geol. uslovima, istražnim i radovima na prevenciji i sanaciji. Klizišta su kategorisana po stepenu hazarda i rizika od aktiviranja. IS i baza obezbeđuju neophodne informacije planerima, investitorima i graditelјima u cilјu kontinualnog praćenja i upravlјanja rizikom od klizišta.
PB  - Društvo geoloških inženjera i tehničara Srbije - DGEITS
C3  - Zbornik radova XIV simpozijuma inženјerske geologije i geotehnike
T1  - Katastar klizišta Beograda
EP  - 403
SP  - 389
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2061
ER  - 

@conference{
author = "Lokin, Petar and Pavlović, Radmila and Trivić, Branislav and Lazić, Mirko and Batalović, Krsto and Đurić, Uroš",
year = "2012",
abstract = "Za prostor Generalnog plana Beograda urađen je Katastar klizišta (2008-2010.) sa bazom podataka i informacionim sistemom (IS). Registrovano je 1155 klizišta i za svako su u bazu uneti podaci o: lokaciji, geol. uslovima, istražnim i radovima na prevenciji i sanaciji. Klizišta su kategorisana po stepenu hazarda i rizika od aktiviranja. IS i baza obezbeđuju neophodne informacije planerima, investitorima i graditelјima u cilјu kontinualnog praćenja i upravlјanja rizikom od klizišta.",
publisher = "Društvo geoloških inženjera i tehničara Srbije - DGEITS",
journal = "Zbornik radova XIV simpozijuma inženјerske geologije i geotehnike",
title = "Katastar klizišta Beograda",
pages = "403-389",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2061"
}

Lokin, P., Pavlović, R., Trivić, B., Lazić, M., Batalović, K.,& Đurić, U.. (2012). Katastar klizišta Beograda. in Zbornik radova XIV simpozijuma inženјerske geologije i geotehnike
Društvo geoloških inženjera i tehničara Srbije - DGEITS., 389-403.
https://hdl.handle.net/21.15107/rcub_grafar_2061

Lokin P, Pavlović R, Trivić B, Lazić M, Batalović K, Đurić U. Katastar klizišta Beograda. in Zbornik radova XIV simpozijuma inženјerske geologije i geotehnike. 2012;:389-403.
https://hdl.handle.net/21.15107/rcub_grafar_2061 .

Lokin, Petar, Pavlović, Radmila, Trivić, Branislav, Lazić, Mirko, Batalović, Krsto, Đurić, Uroš, "Katastar klizišta Beograda" in Zbornik radova XIV simpozijuma inženјerske geologije i geotehnike (2012):389-403,
https://hdl.handle.net/21.15107/rcub_grafar_2061 .

TY  - CONF
AU  - Abolmasov, Biljana
AU  - Đurić, Uroš
AU  - Pavlović, Radmila
AU  - Trivić, Branislav
PY  - 2012
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2067
AB  - Aerial photography is a very powerful tool for monitoring of slow moving landslides over 
periods lasting for decades. They offer a synoptic view of landslide morphology and activity changing at  different time intervals.This case study focused on Umka landslide. The availability of multi-year aerial  photo and orthophotos coverage helped to assess morphological changes, which occurred in the last forty years.  The  morphological  changes  have  been  revealed  from aerial  images  from 1970–2007  period  and orthophotos that were taken in 2001, 2005 and 2010. Comparing archived results with field investigations we found that the south-western part of landslide is most active part, with surface moving greater than 20 m. In this paper we presented  an example where aerial photographs  and  digital  photogrammetric techniques were used for  tracking and modelling the slow moving landslide displacement of Umka landslide (Belgrade, Serbia).
PB  - Taylor & Francis Group
C3  - Landslides and Engineered Slopes: Protecting Society through Improved Understanding
T1  - Tracking of Slow Moving Landslide by Photogrammetric Data - Case Study
EP  - 1363
SP  - 1359
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2067
ER  - 

@conference{
author = "Abolmasov, Biljana and Đurić, Uroš and Pavlović, Radmila and Trivić, Branislav",
year = "2012",
abstract = "Aerial photography is a very powerful tool for monitoring of slow moving landslides over 
periods lasting for decades. They offer a synoptic view of landslide morphology and activity changing at  different time intervals.This case study focused on Umka landslide. The availability of multi-year aerial  photo and orthophotos coverage helped to assess morphological changes, which occurred in the last forty years.  The  morphological  changes  have  been  revealed  from aerial  images  from 1970–2007  period  and orthophotos that were taken in 2001, 2005 and 2010. Comparing archived results with field investigations we found that the south-western part of landslide is most active part, with surface moving greater than 20 m. In this paper we presented  an example where aerial photographs  and  digital  photogrammetric techniques were used for  tracking and modelling the slow moving landslide displacement of Umka landslide (Belgrade, Serbia).",
publisher = "Taylor & Francis Group",
journal = "Landslides and Engineered Slopes: Protecting Society through Improved Understanding",
title = "Tracking of Slow Moving Landslide by Photogrammetric Data - Case Study",
pages = "1363-1359",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2067"
}

Abolmasov, B., Đurić, U., Pavlović, R.,& Trivić, B.. (2012). Tracking of Slow Moving Landslide by Photogrammetric Data - Case Study. in Landslides and Engineered Slopes: Protecting Society through Improved Understanding
Taylor & Francis Group., 1359-1363.
https://hdl.handle.net/21.15107/rcub_grafar_2067

Abolmasov B, Đurić U, Pavlović R, Trivić B. Tracking of Slow Moving Landslide by Photogrammetric Data - Case Study. in Landslides and Engineered Slopes: Protecting Society through Improved Understanding. 2012;:1359-1363.
https://hdl.handle.net/21.15107/rcub_grafar_2067 .

Abolmasov, Biljana, Đurić, Uroš, Pavlović, Radmila, Trivić, Branislav, "Tracking of Slow Moving Landslide by Photogrammetric Data - Case Study" in Landslides and Engineered Slopes: Protecting Society through Improved Understanding (2012):1359-1363,
https://hdl.handle.net/21.15107/rcub_grafar_2067 .

TY  - CONF
AU  - Đurić, Uroš
AU  - Abolmasov, Biljana
AU  - Pavlović, Radmila
AU  - Trivić, Branislav
PY  - 2011
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2066
AB  - The recent developments in earth sciences software are mostly related to the extension allowing
graphical representations of volumes and geological bodies. In this paper, we present a tool for 3D visualization of landslide body using only ArcGIS© software and its 3rd party extensions. The model was built using existing geological surveys, DEMs, borehole logs and site investigation data. The case study chosen to illustrate the method is the Umka landslide (Belgrade, Serbia), an area with relatively simple geology, but with deep seated landslide and with block-translational sliding mechanism.
PB  - Serbian Geological Society
C3  - Proceedings of the 17th Meeting of the Association of European Geological Societies
T1  - Using ArcGIS for Landslide Umka 3D Visualisation
EP  - 25
SP  - 21
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2066
ER  - 

@conference{
author = "Đurić, Uroš and Abolmasov, Biljana and Pavlović, Radmila and Trivić, Branislav",
year = "2011",
abstract = "The recent developments in earth sciences software are mostly related to the extension allowing
graphical representations of volumes and geological bodies. In this paper, we present a tool for 3D visualization of landslide body using only ArcGIS© software and its 3rd party extensions. The model was built using existing geological surveys, DEMs, borehole logs and site investigation data. The case study chosen to illustrate the method is the Umka landslide (Belgrade, Serbia), an area with relatively simple geology, but with deep seated landslide and with block-translational sliding mechanism.",
publisher = "Serbian Geological Society",
journal = "Proceedings of the 17th Meeting of the Association of European Geological Societies",
title = "Using ArcGIS for Landslide Umka 3D Visualisation",
pages = "25-21",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2066"
}

Đurić, U., Abolmasov, B., Pavlović, R.,& Trivić, B.. (2011). Using ArcGIS for Landslide Umka 3D Visualisation. in Proceedings of the 17th Meeting of the Association of European Geological Societies
Serbian Geological Society., 21-25.
https://hdl.handle.net/21.15107/rcub_grafar_2066

Đurić U, Abolmasov B, Pavlović R, Trivić B. Using ArcGIS for Landslide Umka 3D Visualisation. in Proceedings of the 17th Meeting of the Association of European Geological Societies. 2011;:21-25.
https://hdl.handle.net/21.15107/rcub_grafar_2066 .

Đurić, Uroš, Abolmasov, Biljana, Pavlović, Radmila, Trivić, Branislav, "Using ArcGIS for Landslide Umka 3D Visualisation" in Proceedings of the 17th Meeting of the Association of European Geological Societies (2011):21-25,
https://hdl.handle.net/21.15107/rcub_grafar_2066 .

TY  - CONF
AU  - Kovačević, Miloš
AU  - Bajat, Branislav
AU  - Trivić, Branislav
AU  - Pavlović, Radmila
PY  - 2009
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/235
AB  - Quantitative techniques for spatial prediction and classification in geological survey are developing rapidly. The recent applications of machine learning techniques confirm possibilities of their application in this field of research. The paper introduces Support Vector Machines, a method derived from recent achievements in the statistical learning theory, in classification of geological units based on the source of the Landsat multispectral images. The initial experiments suggest the usefulness of the proposed classification approach.
C3  - 2009 International Conference On Intelligent Networking and Collaborative Systems (Incos 2009)
T1  - Geological Units Classification of Multispectral Images by Using Support Vector Machines
SP  - 267
DO  - 10.1109/INCOS.2009.44
ER  - 

@conference{
author = "Kovačević, Miloš and Bajat, Branislav and Trivić, Branislav and Pavlović, Radmila",
year = "2009",
abstract = "Quantitative techniques for spatial prediction and classification in geological survey are developing rapidly. The recent applications of machine learning techniques confirm possibilities of their application in this field of research. The paper introduces Support Vector Machines, a method derived from recent achievements in the statistical learning theory, in classification of geological units based on the source of the Landsat multispectral images. The initial experiments suggest the usefulness of the proposed classification approach.",
journal = "2009 International Conference On Intelligent Networking and Collaborative Systems (Incos 2009)",
title = "Geological Units Classification of Multispectral Images by Using Support Vector Machines",
pages = "267",
doi = "10.1109/INCOS.2009.44"
}

Kovačević, M., Bajat, B., Trivić, B.,& Pavlović, R.. (2009). Geological Units Classification of Multispectral Images by Using Support Vector Machines. in 2009 International Conference On Intelligent Networking and Collaborative Systems (Incos 2009), 267.
https://doi.org/10.1109/INCOS.2009.44

Kovačević M, Bajat B, Trivić B, Pavlović R. Geological Units Classification of Multispectral Images by Using Support Vector Machines. in 2009 International Conference On Intelligent Networking and Collaborative Systems (Incos 2009). 2009;:267.
doi:10.1109/INCOS.2009.44 .

Kovačević, Miloš, Bajat, Branislav, Trivić, Branislav, Pavlović, Radmila, "Geological Units Classification of Multispectral Images by Using Support Vector Machines" in 2009 International Conference On Intelligent Networking and Collaborative Systems (Incos 2009) (2009):267,
https://doi.org/10.1109/INCOS.2009.44 . .