PERSONAL INFORMATION. Family Name/First Name: Belgiu Mariana. Date of Birth: Nationality: Romanian

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1 PERSONAL INFORMATION Family Name/First Name: Belgiu Mariana Date of Birth: Nationality: Romanian Researcher Id: Webpage: EDUCATION Associated PhD Student, Doctoral College GIScience, University of Salzburg, Austria PhD Student, University of Salzburg, Austria MSc Applied Geoinformatics, University of Salzburg, Austria MSc Territorial Planning and Sustainable Development, West University of Timisoara, Romania B.A Geography- English, West University of Timisoara, Romania School of Pedagody, Spiru Haret, Tg-Jiu, Romania CURRENT POSITION 01/07/ Lecturer within UNIGIS distance learning program, Department of Geoinformatics Z_GIS, University of Salzburg, Austria

2 PREVIOUS POSITIONS 01/07/ /06/2014 Researcher at the Department of Geoinformatics - Z_GIS, University of Salzburg, Austria 01/04/ /06/2013 Research Assistant at the Institute for Geographic Information Science of the Austrian Academy of Sciences (ÖAW), Austria 15/01/ /03/2010 Research Associate at the Centre for Geoinformatics (Z_GIS), University of Salzburg, Austria 01/07/ /12/2009 Research Associate at the Institute for Geographic Information Science of the Austrian Academy of Sciences, Austria 01/08/ /06/2009 Internship at Research Studio ispace, Salzburg, Austria 01/10/ /01/2006 Invited Teaching Assistant, West University of Timisoara, Romania RESEARCH PROJECTS (involved as researcher) 01/10/ /09/2018 GeoServices 4 Sustainability / GeoS4S (Erasmus +) 01/07/ /01/2016 AutoSentinel2/3 (FFG, ASAP (Austrian Space Applications) 01/10/ /09/2015 LinkVIT (Leveraging INspire Knowledge into Vocational Innovative Training)-LLP - Leonardo da Vinci Transfer of Innovation project - Grant agreement n IT1-LEO /07/ /06/2014 Agent-Based Image Analysis Project (FWF grant number P25449) 30/06/ /12/2011 Spatial Data Infrastructure (SDI) Awareness Training-Central Asia (SDIaware.CA) (Global Spatial Data Infrastructure (GSDI) Small Grants Program) 01/07/ /06/2011 Best Practice Network for SDI in Nature Conservation - NatureSDIplus (ECP-2007-GEO )

3 01/08/ /06/2009 EULE - EuRegionale Raumanalyse (European Fund for Regional Development - Interreg Bayern - Österreich) FELLOWSHIPS AND AWARDS 2015 Copernicus Masters T-Systems Big Data Challenge (ImageQuerying - Real-time image analysis and querying). Winners: Dirk Tiede, Andrea Baraldi, Stefan Lang, Mariana Belgiu and Martin Sudmanns 2013 Best Poster Award (3 rd place) at Doctoral College GIScience Symposium 2013 Esri Young Scholar Award for developing the ArcGIS for Server Module (within the UNIGIS Distance Learning Programme) 2010 AGEO (Umbrella Organization for Geographic Information in Austria) Award for the best master thesis in Geoinformatics (2 nd place) 2009 University of Salzburg Centre for Geoinformatics ESRI Development Centre (EDC) - Student of the Year Award 01/03/ /06/2006 CEEPUS (Central European Exchange for University Studies) Scholarship at the University of Salzburg (February June, 2006) 2005 Excellence Award for the presentation Sadu Valley - Elements of morphologic and morphometric analysis, Scientific Communication Session for Students, Department of Geography, Spiru Haret University, Bucharest 2001 Excellence Award for educational achievements, Ministry of Education and Research, Romania MEMBERSHIPS Member of Open, International, Virtual Community of Practice on Ontology, Ontological Engineering and Semantic Technology (ONTOLOG) Member of the International Association for Ontology and its Applications (IAOA) TEACHING ACTIVITIES

4 2015/ SDI Services Implementation (University of Salzburg, MSc Applied Geoinformatics) Directed Studies (University of Salzburg, MSc Applied Geoinformatics) U Geodatenmodelle und strukturen (UNIGIS Distance Learning Program) U OpenGIS and Distributed GI Infrastructures (UNIGIS Distance Learning Program) U ArcGIS for Server (UNIGIS Distance Learning Program) 2014/ SDI Services Implementation University of Salzburg, MSc Applied Geoinformatics) 2013/ Directed Studies University of Salzburg, MSc Applied Geoinformatics) U OpenGIS and Distributed GI Infrastructures (UNIGIS Distance Learning Program) U ArcGIS for Server (UNIGIS Distance Learning Program) U OpenGIS and Distributed GI Infrastructures (UNIGIS Distance Learning Program) U ArcGIS for Server (UNIGIS Distance Learning Program) SERVED AS REVIEWER Remote Sensing of Environment ISPRS Journal of Photogrammetry and Remote Sensing International Journal of Applied Earth Observation and Geoinformation Remote Sensing

5 Earth Science Informatics Photogrammetric Engineering and Remote Sensing Forests Sensors International Journal of Remote sensing IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing INSTITUTIONAL ACTIVITIES Member of the Faculty Council (Department of Geoinformatics Z_GIS, University of Salzburg) PUBLICATIONS ISI Journals Belgiu, M., Drǎguţ, L., Random forest in remote sensing: a review of applications and future direction. ISPRS Journal of Photogrammetry and Remote Sensing (issue pending) Belgiu, M., Drǎguţ, L., Strobl, J., Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery. ISPRS Journal of Photogrammetry and Remote Sensing 87, Belgiu, M., Tomljenovic, I., Lampoltshammer, T., Blaschke, T., Höfle, B., Ontology- Based Classification of Building Types Detected from Airborne Laser Scanning Data. Remote Sensing 6, Belgiu, M., Hofer, B., Hofmann, P., Coupling formalized knowledge bases with objectbased image analysis. Remote Sensing Letters 5, Belgiu, M., Dragut, L., Comparing supervised and unsupervised multiresolution segmentation approaches for extracting buildings from very high resolution imagery. ISPRS Journal of Photogrammetry and Remote Sensing 96,

6 Kounadi, O., Belgiu, M., and M. Leitner (2014). Introduction to Geographic Information Science: A Multi-Disciplinary and Multi-Paradigmatic Discipline. Special issue of Cartography and Geographic Information Science, 41: 3, Refereed Journals Nazarkulova, A., Belgiu, M., Small Hydropower potential in the Pamir-Alai Mountains. International Journal of Geoinformatics, 11, Hofmann, P., Lettmayer, P., Blaschke, T., Belgiu, M., Wegenkittl, S., Graf, R., Lampoltshammer, T. J., Andrejchenko, V., Towards a framework for agent-based image analysis of remote-sensing data. International Journal of Image and Data Fusion, 6, Belgiu, M., Strobl, J., Wallentin, G., Open Geospatial Education. ISPRS International Journal of Geo-Information, 4), Vockner, B., Belgiu, M., Mittlboeck, M., Recommender-based enhancement of discovery in Geoportals. International Journal of Spatial Data Infrastructures Research 7, Co-edited journal volume Kounadi, O., Belgiu, M., and M. Leitner (eds.) (2014). Geographic Information Science: A Multi-Disciplinary and Multi-Paradigmatic Discipline. Special issue of Cartography and Geographic Information Science, Book chapters Belgiu, M., Lampoltshammer, T.J., Hofer, B., An Extension of an Ontology-based Land Cover Designation Approach for Fuzzy Rules. In: Jekel, T., Car, A., Strobl, J., Griesebner, G. (Eds.), GI_Forum 2013: Creating the GISociety. Austrian Academy of Sciences Press, Salzburg, Mittlboeck, M., Belgiu, M., Grillmayer, R., 2010, ON A 2270:2010 von profil.at zur ÖNORM und der technischen Validierung in einem GDI-Verbund. In: Strobl, J., Blaschke, T., Griesebner, G. (Eds.) Angewandte Geoinformatik 2010, Wichmann Verlag, Heidelberg, Mittlböck M., Belgiu M., 2009, Facing semantic interoperability issues within the geospatial disaster management domain, in: Car A., Griesebner G., J. Strobl (Eds.): Geospatial GI_Forum 09. Proceedings of the Geoinformatics Forum Salzburg, Heidelberg: Wichmann Verlag.

7 Refereed Conference Proceedings Hofer, B., Lampoltshammer, T., Belgiu M., Demography of Twitter Users in the City of London An Exploratory Spatial Data Analysis Approach. In Modern Trends in Cartography, J. Brus, A. Vondrakova, and V. Vozenilek (eds.), Springer International Publishing, 2015, pp Belgiu, M., Lampoltshammer, T.J., Ontology-based interpretation of Very High Spatial Resolution imageries grounding ontology on visual interpretation keys. In: 16th AGILE International Conference on Geographic Information Science, May 2013, Leuven, Belgium, 1-5. Belgiu, M., Strobl, J., Mittlboeck, M., Adding semantics to spatial content: A Land Cover Scenario. In: Proceeding of the GSDI World Conference, May, 2012, Quebec, Canada. Belgiu, M., Prototype entities for objects to be extracted from Earth Observation data: towards developing transferable classification rules. In: Proceeding of the Conference on Spatial Information Theory (COSIT) - Doctoral Colloquium section, September, Belfast, Maine, USA, Strobl, J., Mittlboeck, M., Belgiu, M., Nationale Geoportale: Metadaten-Standards als Grundlage des Qualitätsmanagements - am Beispiel von AGEOportal, Drei-Länder-Tagung, 1-3 Juli, 2010, Vienna, Austria. Strobl, J., Belgiu, M., Nazarkulova, A., Building an SDI as a Community Project Challenges in emerging economies. In: GSDI 12 World Conference, October 19-22, 2010, Singapore. INVITED PRESENTATIONS 2011 Metadata Standards for different environmental datasets, Thesaurus, INSPIRE Registry Service, Ontology, semantics. Presentation given within the Summer School on Spatial Data Infrastructure for Environmental Datasets (EnviSDI Summer School), University of Salzburg (Z_GIS) Austria 2011 Documentation of INSPIRE compliant datasets and services. Presentation given within the Summer School on Spatial Data Infrastructure for Environmental Datasets (EnviSDI Summer School), University of Salzburg (Z_GIS) Austria

8 2011 UML to database modeling for INSPIRE Protected Sites Dataset. Presentation given within the Summer School on Spatial Data Infrastructure for Environmental Datasets (EnviSDI Summer School), University of Salzburg (Z_GIS) Austria 2011 Generate INSPIRE GML dataset (GML 3.2.1). Presentation given within the Summer School on Spatial Data Infrastructure for Environmental Datasets (EnviSDI Summer School), University of Salzburg (Z_GIS) Austria 2010 Spatial Data Infrastructure for Environment - information sharing vs. information silo. Kyrgyz National Agrarian University (KNAU), Bishkek, Kyrgyzstan, May 24, PRESENTATIONS AND WORKSHOPS 2011 Spatial Data Infrastructure Tutorial. Workshop organized within Central Asia Conference GISCA 11 (Geoinformatics: Managing Environment, Resources and Risk), May 19-20, 2011, Almaty, Kazakhstan 2013 Buildings classification from airborne LiDAR point clouds through OBIA and ontology driven approach. EGU General Assembly 2013, April 07 12, Vienna, Austria 2013 Ontology-based interpretation of Very High Spatial Resolution imageries grounding ontology on visual interpretation keys. 16th AGILE International Conference on Geographic Information Science, May , Leuven, Belgium 2013 Teaching ArcGIS for Server within UNIGIS distance learning program. Esri User Conference, July , San Diego, USA 2013 Teaching ArcGIS for Server within UNIGIS distance learning program. Esri Europe, Middle East and Africa User Conference (EMEAUC), October , Munich, Germany 2014 Evaluation of supervised and unsupervised segmentation evaluation methods-a comparison study. GEOBIA Conference, May , Thessaloniki, Greece

9 2014 Transferring ontologies to Object Based Image Analysis frameworks. GEOBIA Conference, May , Thessaloniki, Greece 2014 Where is the change? An online application to visually detect land cover change, GISCA, May 29-31, Urumqi, China 2015 Formal ontologies for extracting information from high resolution satellite imagery, the 36 th International Symposium on Remote Sensing of Environment (ISRSE), May, Berlin, Germany Formal ontologies for extracting information from high resolution satellite imagery, the 36 th International Symposium on Remote Sensing of Environment (ISRSE), May, Berlin, Germany Metadata and Catalogue Services, Geoinformatics Forum Salzburg, July, Salzburg, Austria.

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