Books

Invited Book Chapters

Peer-Reviewed Conference and Journal Papers

    2021:
  1. P. Baumann: A General Conceptual Framework for Multi-Dimensional Spatio-Temporal Data Sets. Environmental Modelling and Software (2021), https://doi.org/10.1016/j.envsoft.2021.105096
  2. P. Baumann, D. Misev, V. Merticariu, B.H. Pham: Array databases: concepts, standards, implementations. Springer Journal Big Data 8, 28 (2021). https://doi.org/10.1186/s40537-020-00399-2
  3. 2020:
  4. P. Baumann: Arrays in Databases: from Underdog to First-Class Citizen. (invited keynote) Proc. SSDBM'2020, July 07, 2020, virtual, pp. 31:1-31:5
  5. S. Villarroya, P. Baumann: On the Integration of Machine Learning and Array Databases. ICDE 2020: 1786-1789
  6. P. Baumann: Big Data Standards and Analysis-Readiness: Status and Evolution. Proc. IEEE IGARSS 2019, virtual
  7. P. Baumann: The EarthServer Global Datacube Federation. Proc. IEEE IGARSS 2019, virtual
  8. P. Baumann: How NOSQL Helps Teaching Databases, Geometry, and Remote Sensing Simultaneously. Proc. IEEE IGARSS 2019, virtual
  9. 2019:
  10. P. Baumann: Datacubes for Agriculture: Recent Trends and Activities in Europe. Proc. APFITA, October 31, 2019, Taichuang, Taiwan
  11. P. Baumann: From Sensor-Centric to Farmer-Centric: How Datacubes Help. Proc. APFITA, October 30, 2019, Taichuang, Taiwan
  12. D. Misev, P. Baumann, V. Merticariu, D. Bellos, S. Wiehle: BigDataCube: A Scalable, Federated Service Platform for Copernicus. Proc. IEEE Big Data Workshop on Big Spatial Data, September 12, 2019, Los Angeles, USA
  13. D. Misev, P. Baumann: Remote Sensing Analytics in Databases with ISO SQL/MDA., Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  14. P. Baumann: From Sensor-Centric to User-Centric - When are Data Analysis-Ready? Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  15. V. Merticariu, P. Baumann: Massively Distributed Datacube Processing., Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  16. P. Baumann: Big Earth Datacube Services: Concepts, Standards, Tools., Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  17. K. Schleidt, P. Baumann: Interconnecting Sensor Data and Datacubes., Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  18. D. Misev, P. Baumann: Datacube Manipulation Extensions to the SQL Language - ISO IS 9075-15:2019. Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  19. D. Misev, P. Baumann: Despite Open Data: How to Secure Pixels Appropriately? Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  20. P. Baumann, D. Misev: Access Control on Big Data and Small Pixels: How to Achieve Privacy and Security. Proc. IEEE Geoscience and Remote Sensing Society (IGARSS), July 28 - August 2, 2019, Yokohama, Japan
  21. P. Baumann, J. Escriu: INSPIRE Coverages: An Analysis and Some Suggestions., Open Geospatial Data, Software and Standards, (2019) 4:1, DOI: https://doi.org/10.1186/s40965-019-0059-x
  22. 2018:
  23. B. Bell, T. Dinter, V. Merticariu, P. Baumann: Navigating Sea-Ice Timeseries Data using Tracklines . Proc. IEEE 14TH Intl. Conf. on E-Science (E-SCIENCE 2018)
  24. J. Yu, J. Li, P. Baumann, R. Tong, Y. Chen: A Standard-Based Collaborative Analytics Service of Remote Sensing Imagery. Proc. Intl. Workshop Big Geospatial Data and Data Science (BGDDS), Wuhan, China, September 22, 2018
  25. P. Baumann, D. Misev, V. Merticariu, B. Pham Huu, B. Bell: rasdaman: Spatio-Temporal Datacubes on Steroids. Proc ACM SIGSPATIAL, Seattle, USA, November 7, 2018
  26. P. Baumann, I. Isroilov, V. Merticariu, K. Kohler: Using Datacube Technology for In-Situ-Enhanced Precision Farming. Proc. ACM SIGSPATIAL BigSpatial Workshop, Seattle, USA, November 6, 2018
  27. D. Misev, P. Baumann, V. Merticariu, D. Bellos, S. Wiehle: BigDataCube: Making Big Data a Commodity. Proc. 69th International Astronautical Congress (IAC), Bremen, Germany, 1-5 October 2018
  28. P. Baumann, D. Misev, V. Merticariu, B. Pham Huu, B. Bell: Datacubes: A Technology Survey. Proc IGARSS 2018, Valencia, Spain, July 22 - 27, 2018
  29. P. Baumann: Datacube Standards and Their Contribution to Analysis-Ready Data. Proc IGARSS 2018, Valencia, Spain, July 22 - 27, 2018
  30. 2017:
  31. P. Baumann: Standardizing Big Earth Datacubes. Proc. IEEE Big Data Conference, Boston, USA, December 2017
  32. P. Baumann, E. Hirschorn, J. Maso, V. Merticariu, D. Misev: All in One: Encoding Spatio-Temporal Big Data in XML, JSON, and RDF without Information Loss. Proc. IEEE International Workshop on Big Spatial Data (BSD 2018), Boston, December 2017
  33. P. Strobl, P. Baumann, A. Lewis, Z. Szantoi, B. Killough, M. Purss, M. Craglia, S. Nativi, A. Held, D. Trevor: The Six Faces of The Datacube. Proc. Conf. on Big Data from Space (BiDS'17), 28-30 November 2017, Toulouse, France
  34. A. Tzotsos, A. Karmas, V. Merticariu, D. Misev, P. Baumann: A Datacube Approach to Agro-Geoinformatics. Proc. 6th Intl. Conf. on Agro-Geoinformatics, Fairfax, USA, 7 August 2017
  35. P. Baumann: Big Data Meets Internet of Things: a Standards-Based Perspective. Proc. 2017 IEEE Intl. Geoscience and Remote Sensing Symposium, Fort Worth, USA, 23-28 July 2017
  36. V. Liaukevich, D. Misev, P. Baumann, V Merticariu: Location and Processing Aware Datacube Caching. Proc. 29th Intl. Conf. on Scientific and Statistical Database Management (SSDBM '17). ACM, New York, USA, Article 34
  37. 2016:
  38. D. Misev, P. Baumann: The Open-Source rasdaman Array DBMS. VLDB Big Data Open Source Systems (BOSS) Workshop, New Delhi, India, September 09, 2016
  39. P. Baumann, V. Merticariu, A. Dumitru, D. Misev: Standards-Based Services for Big Spatio-Temporal Data.. Proc. XXIII ISPRS Congress, 12ż19 July 2016, Prague, Czech Republic, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLI-B4, 2016
  40. A. Dumitru, V. Merticariu, P. Baumann: Array Database Scalability: Intercontinental Queries on Petabyte Datasets (system demonstration). Proc. 28th Intl. Conf. on Scientific and Statistical Database Management (SSDBM), Budapest, Hungary, July 18 - 20, 2016
  41. P. Baumann, E. Hirschorn, J. Maso, A. Dumitru, V. Merticariu: Taming Twisted Cubes. Proc. ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data (GeoRich), San Francisco, USA, June 26 - July 01, 2016
  42. P. Baumann, P. Mazzetti, J. Ungar, R. Barbera, D. Barboni, A. Beccati, L. Bigagli, E. Boldrini, R. Bruno, A. Calanducci, P. Campalani, O. Clement, A. Dumitru, M. Grant, P. Herzig, G. Kakaletris, J. Laxton, P. Koltsida, K. Lipskoch, A.R. Mahdiraji, S. Mantovani, V. Merticariu, A. Messina, D. Misev, S. Natali, S. Nativi, J. Oosthoek, J. Passmore, M. Pappalardo, A.P. Rossi, F. Rundo, M. Sen, V. Sorbera, D. Sullivan, M. Torrisi, L. Trovato, M.G. Veratelli, S. Wagner: Big Data Analytics for Earth Sciences: the EarthServer Approach. International Journal of Digital Earth, 9(1)2016, pp. 3 - 29, available online
  43. 2015:
  44. P. Yue, R. Ramachandran, P. Baumann: Editorial: intelligent GIServices.. Earth Sci Inform (2015) 8:461-462
  45. P. Baumann, A. Dumitru, V. Merticariu: Grooming Big Data from Afar. Proc. 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, Bellevue, Washington, USA, 2015, pp. 64:1 - 64:4
  46. A. Andrejev, P. Baumann, D. Misev, and T. Risch: Spatio-Temporal Gridded Data Processing on the Semantic Web. 2015 IEEE Intl. Conf. on Data Science and Data Intensive Systems (DSDIS 2015), Sydney, Australia, December 11-13, 2015, pp. 38 - 454
  47. G. Merticariu, D. Misev, P. Baumann: Towards a General Array Database Benchmark: Measuring Storage Access Performance in Array Databases. Proc. 7th Workshop on Big Data Benchmarking (WBDB), December 14-15, 2015, New Delhi, India
  48. P. Baumann, V. Merticariu: On the Efficient Evaluation of Array Joins. Proc. IEEE Big Data Conference Workshop Big Data in the Geo Sciences, Santa Clara, US, October 2015
  49. D. Misev, P. Baumann: Enhancing Science Support in SQL. Proc. IEEE Big Data Conference Workshop on Data and Computational Science Technologies for Earth Science Research, Santa Clara, US, October 29, 2015
  50. A. Rezaei, P. Baumann: MQuery: A Query Language for Scientific Meshes. Proc. 2nd Intl. Workshop on High Performance Big Graph Data Management, Analysis, and Mining (BigGraph 2015, co-located with IEEE Big Data), Santa Clara, US, October 29, 2015
  51. D. Misev, P. Baumann: Homogenizing Data and Metadata Retrieval in Scientific Applications. Proc. ACM CIKM DOLAP, Melbourne, Australia, October 23, 2015, pp. 25 - 34
  52. P. Yue, P. Baumann, K. Bugbee, L. Jiang: Towards Intelligent GIServices. Earth Science Informatics Journal, Special issue on Intelligent GIServices, Springer Berlin Heidelberg 2015, pp. 1-19, doi: http://dx.doi.org/10.1007/s12145-015-0229-z
  53. J. Yu, P. Baumann, S. Crompton, S. Wu, Y. Lu: Facilitate earth science data interoperability using the SCIDIP-ES data virtualisation toolkit. Earth Science Informatics 8(3): 711-719 (2015)
  54. P. Liakos, P. Koltsida, P. Baumann, Y. Ioannidis, A. Delis: A Distributed Infrastructure for Earth-Science Big Data Retrieval. Intl. Journal of Cooperative Information Systems, 24(2)2015
  55. P. Liakos, P. Koltsida, G. Kakaletris, P. Baumann: xWCPS: Bridging the Gap Between Array and Semi-Structured Data. in: P. Lambrix, E. Hyvönen, E. Blomqvist, V. Presutti, G. Qi, U. Sattler, Y. Ding, C. Ghidini (eds.): Knowledge Engineering and Knowledge Management, Springer LNAI 8982, 2015, doi (invited revised conference paper)
  56. 2014:
  57. P. Liakos, P. Koltsida, G. Kakaletris, P. Baumann: xWCPS: Bridging the Gap Between Array and Semi-Structured Data. Proc. 19th Intl Conf on Knowledge Engineering and Knowledge Management, Linköping, Sweden, 24 - 28 November 2014
  58. P. Baumann, D. Misev: Science SQL. Conference on Big Data from Space (BiDS '14), 12-14 November 2014, Frascati, Italy
  59. A. Dumitru, V. Merticariu, P. Baumann: Exploring Cloud Opportunities from an Array Database Perspective. Proc ACM SIGMOD Workshop on Data analytics in the Cloud (DanaC'2014), June 22 - 27, 2014, Snowbird, USA
  60. D. Misev, P. Baumann: Extending the SQL Array Concept to Support Scientific Analytics. Proc. Intl. Conf. on Scientific and Statistical Database Management (SSDBM'2014), June 30 - July 2, 2014, Aalborg, Denmark, paper #10
  61. P. Campalani, A. Beccati, S. Mantovani, P. Baumann: Temporal Analysis of Atmospheric Data Using Open Standards. Proc. ISPRS Technical Commission IV Symposium, 14-16 May 2014, Suzhou, China, ISPRS Annals II(4)2014
  62. J. Yu, P. Baumann, D. Misev, P. Campalani, M. Albani, F. Marelli, D. Giaretta, S. Crompton: Point of view: Long-Term access to Earth Archives across Multiple Disciplines. Computer Standards & Interfaces, 4(1)2014
  63. P. Campalani, A. Beccati, S. Mantovani, P. Baumann: Temporal Analysis of Atmospheric Data Using Open Standards.. Proc ISPRS IV Symp. on Geospatial Databases and Location Based Services, Suzhou, China, May 14 - 16, 2014
  64. A.R. Mahdiraji, P. Baumann: Processing Scientific Mesh Queries in Graph Databases. Proc. 23rd International World Wide Web Conference (WWW'14), Seoul, Republic of Korea, April 7-11, 2014
  65. P. Campalani, S. Mantovani, P. Baumann: Spatiotemporal Interactions for Daily Mapping of PM10 with MODIS and Meteorological Data. Proc. 15th Annual Conf. of the Intl. Assoc. for Mathematical Geosciences (IAMG)
  66. J.H.P. Oosthoek, J. Flahaut, A.P. Rossi, P. Baumann, D. Misev, P. Campalani, V. Unnithan: PlanetServer: Innovative Approaches for the Online Analysis of Hyperspectral Satellite Data from Mars. Advances in Space Research, 53(12)2014, doi
  67. 2013:
  68. P. Baumann, A. Dumitru, V. Merticariu, D. Misev, M. Rusu: Breaking the Big Data Barrier by Enhancing On-Board Sensor Flexibility. ACM SIGSPATIAL Intl. Workshop on Analytics for Big Geospatial Data (BigSpatial-2013), Orlando, USA, November 05, 2013
  69. A.R. Mahdiraji, P. Baumann, G. Berti: ImG-Complex: Graph Data Model for Topology of Unstructured Meshes. Proc. 22nd ACM Intl. Conf. on Information and Knowledge Management (CIKM'13), San Francisco, USA, October 27 - November 1, 2013
  70. P. Campalani, D. Misev, A. Beccati, P. Baumann: Making Time Just Another Axis in Geospatial Services.. Proc. 20th Intl. Symp. on Temporal Representation and Reasoning (TIME'13), Pensacola, USA, September 26-28, 2013
  71. P. Baumann, A.M. Dumitru, V. Merticariu: The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman. Proc. Advances in Spatial and Temporal Databases - 13th International Symposium (SSTD'2013), Munich, Germany, August 21-23, 2013
  72. K. N. Kozlov, P. Baumann, J. Waldmann, and M. G. Samsonova: TeraPro, a System for Processing Large Biomedical Images. Software and Hardware for Pattern Recognition and Image Analysis, 23(4)2013
  73. 2012:
  74. P. Baumann, D. Misev: Towards Scalable Ad-Hoc Climate Anomalies Search. Proc. ACM SIGSPATIAL BIGSPATIAL, Redondo Beach, USA, November 6, 2012, ACM 2012
  75. D. Misev, P. Baumann, J. Seib: Towards Large-Scale Meteorological Data Services: A Case Study. Datenbank-Spektrum 12(3)2012
  76. D. Misev, J. Yu, P. Baumann, P. Campalani: Finding My CRS: A Systematic Way of Identifying CRSs. ACM SIGSPATIAL 2012, Redondo Beach, USA, November 6 - 9 [ PDF ]
  77. D. Misev, M. Rusu, P. Baumann: A Semantic Resolver for Coordinate Reference Systems. Proc. 11th International Symposium on Web and Wireless Geographical Information Systems (W2GIS), Naples, Italy, April 12-13, 2012, Springer LNCS 7236
  78. P. Baumann, H. Stamerjohanns: Towards a Systematic Benchmark for Array Database Systems. Workshop on Big Data Benchmarking (WBDB'2012), December 17-18, 2012, Pune, India, Springer LNCS 8163
  79. P. Baumann: How to INSPIRE Citizens: Towards Open Access to High-Volume Public Sector Geodata. Proc. Intl. Conf. on Electronic Government and the Information Systems Perspective (EGOVIS'2011), Toulouse, France, August 29 - September 2, 2011
  80. P. Baumann: OGC-basierte Zugriffs- und Verarbeitungsdienste für Fernerkundungsdaten. Koch, Kutzner, Eder (Hrsg.): Geoinformationssysteme - Beiträge zum 17. Münchner Fortbildungsseminar 2012, Wichmann 2012
  81. P. Baumann, S. Holsten: A Comparative Analysis of Array Models for Databases. International Journal of Database Theory and Application, 5(1)2012 (extended invited version of conference article below)
  82. M. Owonibi, P. Baumann: D-WCPS: A Framework for Service Based Distributed Processing of Coverages. Proc. Intl. Conf. on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2012), Valencia, Spain, January 30, 2012
  83. 2011:
  84. P. Baumann: Accelerating Computationally Intensive Queries on Massive Earth Science Data (system demonstration). Proc. EDBT/ICDT Array Databases Workshop, Uppsala, Sweden, March 25, 2011
  85. P. Baumann, S. Holsten: A Comparative Analysis of Array Models for Databases. Proc. Database Theory and Application (DTA'11), Jeju Island, Korea, December 8-10, 2011, Communications in Computer and Information Science 258, Springer 2011
  86. X. Wang, P. Baumann: Applying WCO ontology to geospatial web coverage services. Proc. ACM Intl. Workshop on Spatial Semantics and Ontologies (SSO'2011), November 1, 2011, Chicago, USA
  87. J. Yu, P. Baumann, X. Wang: RPRA: A Novel Approach to Mastering Geospatial Web Service Testing Complexity. Proc. IEEE Intl. Conf. on Spatial Data Mining and Geographical Knowledge Services (ICSDM'2011), Fuzhou, China, June 29 - July 1, 2011
  88. X. Wang, J. Yu, P. Baumann: A Web Coverage Ontology for Geospatial Web Applications. Proc. IEEE Intl. Conf. on Semantic Computing (ICSC'2011), Palo Alto, USA, September 18-21, 2011
  89. A. Santanche, P. Baumann, D. Costa, N. Oliveira: A Component and Query Approach for Scientific Data Exploration Applications, Proc. IEEE Intl. Conf. on Service-Oriented Computing and Applications (SOCA'2011), Irvine, USA, December 12 - 14, 2011
  90. P. Baumann, R. Brackin, M. Owonibi, T. Cutsworth: Towards Standards-Based, Interoperable Geo Image Processing Services. Proc. Geoinformatik 2011, June 15 - 17, 2011, Münster, Germany, AKA, ifgiPrints, Volume 41
  91. 2010:
  92. P. Baumann: The OGC Web Coverage Processing Service (WCPS) Standard. Geoinformatica, 14(4)2010, pp 447-479
  93. S. Juba, P. Baumann: A Coverage Representation Model Based on Explicit Topology. Proc. East-European Conf. on Advances in Databases and Information Systems (ADBIS'10), Novi Sad, Serbia, September 20 - 24, 2010
  94. J. Yu, X. Wang, P. Baumann: A Specification-Oriented Geospatial Coverage Ontology Study. Proc. Ontology, Conceptualization, and Epistemology for Information Systems, Software Engineering, and Service Science (ONTOSE'2010), Hammamet, Tunisia, June 7 - 8, 2010, Springer LNBIP Vol. 62
  95. A. Garcia Gutierrez, P. Baumann: Using Preaggregation To Speed Up Scaling Operations on Massive Spatio-Temporal Data. Proc. Intl. Conf. on Conceptual Modeling (ER'2010), Vancouver, Canada, 1-4 November 2010
  96. M. Owonibi, P. Baumann: A cost model for distributed coverage processing services. Proc. ACM SIGSPATIAL Intl. Workshop on High Performance and Distributed Geographic Information Systems (HPDGIS'2010), November 2, 2010, San Jose, USA
  97. P. Baumann: Beyond Rasters: Introducing The New OGC Web Coverage Service 2.0. Proc. ACM SIGSPATIAL GIS, San Jose, USA, November 2-5, 2010
  98. P. Baumann, S. Feyzabadi, C. Jucovschi: Putting Pixels in Place: A Storage Layout Language for Scientific Data. Proc. IEEE ICDM Workshop on Spatial and Spatiotemporal Data Mining (SSTDM'10), December 14, 2010, Sydney, Australia, pp. 194 - 201
  99. P. Baumann: Language-Based Enforcement of Access Constraints on Geoscientific Image Data. Proc. IEEE ICDM Workshop on Privacy in Data Mining (PADM), December 14, 2010, Sydney, Australia, pp. 450 - 457
  100. M. Owonibi, P. Baumann: Heuristic geo query decomposition and orchestration in a SOA. Proc. Int. Conf. on Information Integration and Web-based Applications & Services (iiWAS '10), November 8-10, 2010, Paris, France
  101. A. Aiordachioaie, P. Baumann: PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite. Proc. Intl. Conf. on Scientific and Statistical Database Management (SSDBM'2010), Heidelberg, Germany, June 30 - July 2, 2010
  102. C. Bauzer Medeiros, P. Baumann, C. Jucovschi: Introducing multidisciplinary thinking in Computer Engineering: A new way of teaching database systems. Proc. IEEE Annual Global Engineering Education Conferencey (EDUCON'2010), April 14-16, 2010, Madrid, Spain
  103. 2009:
  104. P. Baumann, A. Aiordachioaie: Preserving Geo-Scientific Data Assets Through Service Interoperability. Ensuring Long-Term Preservation and Adding Value to Scientific and Technical Data (PV2009), December 01 - 03, 2009, Villafranca del Castillo, Spain
  105. Baumann, P.: Language-Based Access to Large Sensor Repositories. Sensors, 9(4)2009; doi:10.3390/s90402926 (invited extended version of Sensors in a Changing World contribution)
  106. Baumann, P.; Jucovschi, C.; Stancu-Mara, S.: Efficient Map Portrayal Using a General-Purpose Query Language (A Case Study). DEXA 2009, August 31 - September 04, 2009, Vienna, Austria, Springer Berlin/Heidelberg, LNCS 5690
  107. Owonibi, M.; Baumann, P.: Towards a Semantic-Based Automatic Orchestration of Geo-Processing Services. 17th Intl. Conf. on Geoinformatics (Geoinformatics 2009), August 12-14, 2009, Fairfax, USA
  108. Baumann, P.: Towards a Flexible, Fast, and Standards-Based Earth Observation Information Turnpike. IEEE Intl. Conf. on Space Mission Challenges for Information Technology, July 19 - 23, 2009, Pasadena, USA
  109. Baumann, P.: Standards-Based Flexible Coverage Provision for Disaster Mitigation and Ad-Hoc Sensor Processing . 11th GSDI World Conference, June 15 - 19, 2009, Rotterdam, Netherlands
  110. Baumann, P.: Designing A Geoscientific Request Language - A Database Approach. Proc. Intl. Conf. on Scientific and Statistical Database Management (SSDBM'2009), New Orleans, USA, June 2-4, 2009, Springer LNCS 5566
  111. Baumann, P.: A Semantic Web Ready Service Language for Large-Scale Earth Science Archives WWW 2009, Madrid, April 22 - 24, 2009
  112. 2008:
  113. S. Stancu-Mara, P. Baumann:A Comparative Benchmark of Large Objects in Relational Databases. Proc. IDEAS 2008, Coimbra, Portugal, November 10 - 13, 2008
  114. C. Jucovschi, P. Baumann, S. Stancu-Mara: Speeding up Array Query Processing by Just-In-Time Compilation. IEEE Intl Workshop on Spatial and Spatiotemporal Data Mining (SSTDM-08), Pisa, Italy, 15 December 2008
  115. P. Baumann: Unleashing The Sensor Deep Web: Next-Generation Sensor Data Services. Future Internet Symposium 2008, Vienna, September 28-30, 2008
  116. A. Garcia Gutierrez, P. Baumann: Computing Aggregate Queries in Raster Image Databases Using Pre-Aggregated Data. International Conference on Computer Science and Applications (ICCSA'08), San Francisco, USA, 22-24 October, 2008, ISBN 978-988-98671-9-5
  117. P. Baumann: Standardisierte Mehrwertdienste für GMES-, In Situ- und Simulationsdaten. Zeitschrift für Geodäsie, Geoinformation und Landmanagement, 4/2008
  118. P. Baumann: Konzeptuelle Modellierung von Geodiensten. Special Issue "Modellierung", Informatik Spektrum, Volume 31, Number 5 / October, 2008, Springer, doi: 10.1007/s00287-008-0272-y
  119. P. Baumann: Coverage Service Standardization: Status and New Vistas. INSPIRE Conference 2008, Maribor, Slovenia, June 23, 2008
  120. P. Baumann: OGC Raster Processing Services: Standardization and Implementation. GI-Days 2008, Münster, Germany, June 16-17, 2008
  121. P. Baumann: Aktueller Stand und Perspektiven bei der Standardisierung multi-dimensionaler Rasterdienste. 68. Jahrestagung der Deutschen Geophysikalischen Gesellschaft, Freiberg, March 05, 2008
  122. 2007:
  123. A. Garcia, P. Baumann: Modeling Fundamental Geo-Raster Operations with Array Algebra. IEEE international workshop in spatial and spatio-temporal data mining, October 28-31 2007, Omaha, USA
  124. P. Baumann: Status and Prospects in Geo Raster Service Standardization. 21st ENVIROINFO 2007 (Informatics for Environmental Protection), September 12 - 14, 2007, Warsaw, Poland, Shaker 2007
  125. A. Garcia, P. Baumann: Applying OLAP Pre-Aggregation Techniques to Speed Up Query Processing in Multidimensional Raster Image Databases. GI-Days 2007, Münster, Germany, 7 - 10 September 2007.
  126. P. Baumann: Zur Standardisierung von Geo-Rasterdiensten - Interoperable Mehrwertdienste für große Rasterarchive. GIS 7/2007
  127. 2006:
  128. P. Baumann: Large-Scale Raster Services: A Case for Databases. Invited keynote, 3rd Intl Workshop on Conceptual Modeling for Geographic Information Systems (CoMoGIS), Santiago, Chile, 6 - 9 November 2006. In: John Roddick et al (eds): Advances in Conceptual Modeling - Theory and Practice, LNCS 4231, Springer 2006
  129. P. Baumann, Chen Sheng-Bo: Standards-Based Raster Services for Integrated Earth Information Access. 20th CODATA Conference, Beijing, 23-25 October 2006.
  130. P. Baumann: Towards a Standard for Interoperable Earth System Raster Services. 23rd Intl. FIG Congress, Munich, Germany, 8 - 13 October 2006. (PDF, 220 kB)
  131. 2005:
  132. A. Schäfer, V. Unnithan, M. Diepenbroek, P. Baumann: IRCCM - A New Integrated Data Management Approach. Invited contribution to session "Earth System Science Data Access, Distribution and Use for Education and Research", European Geosciences Union General Assembly 2005, Vienna, Austria, 24 - 29 April 2005.
  133. 2004:
  134. P. Baumann: Rasterdatenbanken am Beispiel rasdaman. Datenbank-Spektrum 10/2004
  135. 2003:
  136. P. Baumann: Large-Scale, Standards-Based Earth Observation Imagery and Web Mapping Services. Proc 29th VLDB, Berlin, Germany, September 9 - 12, 2003. (PDF, 2 MB)
  137. P. Baumann: Integrierte Meß- und Bilddatenhaltung für Umweltdatenbanken. Umweltdatenbanken 2003 (Workshop AK Umweltdatenbanken, GI-Fachgruppe 4.6.1 "Informatik im Umweltschutz"), May 19-20, 2003, Berlin. (PDF, 550 kB)
  138. P. Baumann, E. Diedrich, C. Glock, M. Lautenschlager, F. Toussaint: Large-Scale Multidimensional Coverage Databases. 26th GITA Annual Conference, San Antonio, USA, March 2 - 5, 2003. (PDF, 1.1 MB)
  139. A. Pisarev, E. Poustelnikova, M. Samsonova, P. Baumann: Mooshka: a system for the management of multidimensional gene expression data in situ. Information Systems 28(4)2003, pp. 269 - 285
  140. 2002:
  141. P. Baumann, M. Höfner, W. Schatz: Querying Large Geo Image Databases: A Case Study. IV Brazilian Symposium on GeoInformatics - GeoInfo 2002, December 5-6 2002, Caxambu, Brazil. (PDF, 1.6 MB)
  142. B. Reiner, K. Hahn, G. Höfling, P. Baumann: Hierarchical Storage Support and Management for Large-Scale Multidimensional Array Database Management Systems. 13th International Conference on Database and Expert Systems Applications (DEXA), September 2-6, 2002, Aix en Provence, France (PDF, 500 kB)
  143. K. Hahn, B. Reiner, G. Höfling, P. Baumann: Parallel Query Support for Multidimensional Data: Inter-object Parallelism. 13th International Conference on Database and Expert Systems Applications (DEXA), September 2-6, 2002, Aix en Provence, France (PDF, 111 kB)
  144. M. Samsonova, A. Pisarev, E. Poustelnikova, J. Reinitz, P. Baumann: Mooshka: a system for the management of gene expression data in situ. In: Proceedings of the 43d Annual Drosophila Conference, 7-14 April 2002, San Diego
  145. 2001:
  146. P. Baumann: Web-Enabled Raster GIS Services for Large Image and Map Databases. Special Track on "Image-Based Geospatial Databases", 5th Int'l Workshop on Query Processing and Multimedia Issues in Distributed Systems (QPMIDS'2001), September 3-4, 2001, Munich, Germany. (PDF, 350 kB)
  147. M. Samsonova, E. Pustelnikova, P. Baumann: Mooshka: A System for the Management of Multidimensional Gene Expression Data in situ In: Special Issue of the Information Systems on Bioinformatics and Biological Data Management, 2001
  148. P. Baumann: Grid Services for Fast Retrieval on Large Multidimensional Databases. GridDemo: Live demonstrations of European and US Grid technology. Workshop at HPCN Europe 2001, Amsterdam, June 25-27, 2001. (PDF)
  149. 2000:
  150. K. Kleese, P. Baumann: Intelligent Support for High I/O Requirements of Leading Edge Scientific Codes on High-End Computing Systems - The ESTEDI Project. Proc. Sixth European SGI/Cray MPP Workshop, 7-8 September 2000, Manchester, UK.
  151. P. Roland, G. Svensson, T. Lindeberg, T. Risch, P. Baumann, A. Dehmel, J. Frederiksson, H. Halldorson, L. Forsberg, J. Young, K. Zilles: A database generator for human brain imaging. Trends in Neurosciences 24 (10) (2001)
  152. P. Baumann: Overcoming the Data Delivery Bottleneck in Supercomputing. 3rd International Workshop on Next Generation Climate Models for Advanced High Performance Computing Facilities, March 28-30, 2001, Tokyo, Japan. (PDF, 29 kB)
  153. A. Dehmel, P. Baumann: Visualizing Multidimensional Raster Data with rView. International Workshop on Interacting with Databases (IDA2000), DEXA workshop, September 6-8, 2000, Greenwich, UK (PDF, 660 kB)
  154. P. Baumann, A. Dehmel, M. Höfner, N. Widmann: Exploring Sensor and Simulation Raw Data with RasDaMan. Extending Database Technology (EDBT) 2000, March 27-31, 2000, Konstanz, Germany (zipped PDF, 21 kB)
  155. 1999:
  156. Peter Baumann: Rückblick auf den GI-Arbeitskreis Multidimensionale Datenbanken. Datenbank Rundbrief 23: 20-22 (1999)
  157. P. Baumann, A. Dehmel, P. Furtado, R. Ritsch, N. Widmann: Spatio-Temporal Retrieval with RasDaMan. Very Large Data Bases (VLDB) 1999, September 7-10, 1999, Edinburgh, Scotland, UK, Morgan Kaufmann 1999 (PDF, 75 kB; DiSC slide presentation)
  158. N. Widmann, P. Baumann: Performance Evaluation of Multidimensional Array Storage Techniques in Databases, Proceedings of the 1999 International Database Engineering and Applications Symposium, Montreal, Canada, August 1999 (zipped PDF, 103 kB)
  159. P. Baumann: A Database Array Algebra for Spatio-Temporal Data and Beyond. The Fourth International Workshop on Next Generation Information Technologies and Systems (NGITS '99), July 5-7, 1999, Zikhron Yaakov, Israel, Lecture Notes on Computer Science 1649, Springer Verlag (zipped PDF, 93 kB)
  160. P. Baumann, A. Dehmel, P. Furtado, R. Ritsch, N. Widmann: Cross-Dimensional Sensor Data Management. Fourth International Airborne Remote Sensing Conference and Exhibition/21st Canadian Symposium on Remote Sensing, Ottawa, Canada, 21-24 June 1999. (PDF, 73 kB)
  161. P. Furtado, P. Baumann: Storage of Multidimensional Arrays based on Arbitrary Tiling. ICDE'99, March 23-26, 1999, Sydney, Australia
  162. 1998:
  163. N. Widmann, P. Baumann: Efficient Execution of Operations in a DBMS for Multidimensional Arrays. Proc. Intl. Conf. on Scientific and Statistical Database Management (SSDBM'98), Capri, Italy, July 1998 (PDF, 79 kB)
  164. P. Baumann, A. Dehmel, P. Furtado, R. Ritsch, N. Widmann: The Multidimensional Database System RasDaMan. Proceedings ACM SIGMOD'98, Seattle, USA. June 1998. (zipped PDF, 49 kB)
  165. P. Marques, P. Furtado, P. Baumann: An Efficient Strategy for Tiling Multidimensional OLAP Data Cubes. Proc. Workshop on Data Mining and Data Warehousing, 28. GI-Jahrestagung, Magdeburg, Germany, September 1998. (zipped PDF, 75 kB)
  166. 1997:
  167. Peter Baumann, Wolfgang Lehner: Der GI-Arbeitskreis Multidimensionale Datenbanken stellt sich vor. Datenbank Rundbrief 19: 82-83 (1997)
  168. N. Widmann, P. Baumann: Towards Comprehensive Database Support for Geoscientific Raster Data. Proc. ACM-GIS'97, Las Vegas/USA, November 1997
  169. P. Furtado, R. Ritsch, N. Widmann, P. Zoller, P. Baumann: Object-Oriented Design of a Database Engine for Multidimensional Discrete Data. Proc. OOIS'97, Brisbane/ Australia, November 1997 (zipped PDF, 172 kB)
  170. P. Baumann, P. Furtado, R. Ritsch, N. Widmann: Geo/Environmental and Medical Data Management in the RasDaMan System. Proc. VLDB'97, Athens/Greece, August 25 - 29, 1997 (zipped PDF, 126 kB)
  171. P. Baumann, P. Furtado, R. Ritsch, N. Widmann: Anfrageformulierung und Ablage dimensionsbehafteter Daten in RasDaMan. Proc. GI-Fachtagung BTW'97, Ulm/Germany, March 5 - 7, 1997 (PDF, 522 kB)
  172. P. Baumann, P. Vivas, A. Martinez: RasDaMan: Raster Data Management in Databases. AERFAI. VII SNRFAI Symposium (Simposium Nacional de Reconocimiento de Formas y Analisis de Imagenes), Centre de Visio per Computador, Universitat Autonoma de Barcelona, Spain, April 21 - 25, 1997 (zipped PDF, 46 kB)
  173. P. Baumann, P. Furtado, R. Ritsch, N. Widmann: The RasDaMan Approach to Multidimensional Database Management. Proc. 12th Annual Symposium on Applied Computing (SAC'97), San Jose/USA, February 28 - March 2, 1997 (zipped PDF, 259 kB)
  174. 1996:
  175. R. Ritsch, P. Baumann: RasDaMan - Innovative PACS Technology. (Poster) Proc. 10th International Symposium and Exhibition of Computer Assisted Radiology (CAR'96), Paris/France, June 26 - 29, 1996
  176. 1995:
  177. P. Baumann: Liberating Images from Data Exchange Formats: Data Independence for Raster Data! Proc. Digital Image Storage and Archiving Systems, Philadelphia/USA, October 23 - 26, 1995, SPIE proceedings vol. 2606
  178. P. Baumann: Reducing Sensor Data Transfer Rates through Enhanced DBMS Raster Service. Proc. Information Technology and its Use for Environmental Monitoring and Protection, Springer 1995
  179. 1994:
  180. P. Baumann: On the Management of Multidimensional Discrete Data. VLDB Journal 4(3)1994, Special Issue on Spatial Database Systems, pp. 401 - 444
  181. 1993:
  182. P. Baumann, P. Furtado: A Novel Approach to the Management of Multidimensional Discrete Data in PACS (Kurzbeitrag). Proc. Computer Assisted Radiology (CAR'93), Berlin, June 24 - 26, 1993, Springer 1993
  183. P. Baumann: Database Support for Multidimensional Discrete Data. Proc. 3rd International Symposium on Large Spatial Databases (SSD '93), Singapore, LNCS 692, Springer 1993
  184. P. Furtado, P. Baumann: Management of Multidimensional Volumetric Data in Databases. (in Portuguese) Proc. 5o Encontro Portugujs de Computagco Grafica", Aveiro/Portugal, February 3 - 5, 1993
  185. 1992:
  186. P. Baumann: Language Support for Raster Image Manipulation in Databases. Proc. Int. Workshop on Graphics Modeling, Visualization in Science & Technology, Darmstadt/Germany, April 13 - 14, 1992, Springer 1993, pp. 236 - 245
  187. Constraint Modelling

  188. J. Zhou, P. Baumann: Evaluation of Complex Cardinality Constraints. Proc. 11th Int. Conf. on Entity-Relationship Approach, Karlsruhe/Germany, October 1992, LNCS 645, Springer 1992
  189. P. Baumann: Valences: A New Relationship Concept for the Entity-Relationship Model. Proc. 8th Int. Conf. on Entity-Relationship Approach, Toronto/Canada, October 1989, North-Holland 1990
  190. Active Objects

  191. P. Baumann: Die Spezifikation informationsverarbeitender Systeme mit Abstrakten Objekttypen. Proc. BTW '91, Kaiserslautern/Germany, March 1991, IFB 270, Springer 1991 (also in: Selected Readings in Computer Graphics, ZGDV Darmstadt 1991)
  192. Databases & Graphics

  193. P. Baumann, D. Köhler, Jochem Poller: Using Database Techniques for Data Modelling in Computer Graphics. Computer Standards & Interfaces, Vol 9, 1989
  194. P. Baumann, D. Köhler: Zentrale Aspekte der Datenmodellierung in einem Daten­bank­system für graphische Anwendungen. Proc. Workshop Grundlagen von Datenbanken, Volkse, May 1989, Informatik-Bericht Nr. 89-02, Technische Universität Braunschweig
  195. Dagmar Köhler, Thomas Batz, Peter Baumann: Modellierung und Darstellung graphischer Daten­struk­turen in PRODAT. Proc. GI-Fachgespräch Non-Standard Datenbanken für Anwen­dun­gen der Gra­phi­schen Datenverarbeitung, Dortmund, March 21 - 22, 1988, IFB 171, Springer 1988
  196. Formal Foundations of Computer Graphics

  197. Peter Baumann: A Formal Specification of a Boundary Representation. Proc. Eurographics'88, Nizza/Frankreich, September 12 - 16, 1988, Elsevier Science Publishers 1988
  198. Engineering Databases

  199. Peter Baumann, Uwe Jasnoch, Dagmar Köhler, Jian Zhou: Communicating EDIF Objects: A Standard-Based Approach. Proc. Electronic Design Automation Frameworks, Charlotteville, USA, November 1990, North Holland 1991
  200. Peter Baumann, Dagmar Köhler, Gabi Englert: Das Texturarchiv als Beispiel für den Einsatz von nichtkonventionellen Datenbanktechniken. Proc. Intelligente integrierte Informationssysteme, Pila/Polen, September 24 - 27, 1990
  201. Dagmar Köhler, Thomas Batz, Peter Baumann: A Data Model Supporting System Engineering. Proc. 12th Int. COMPSAC, Chicago/USA, October 5 - 7, 1988
  202. Dagmar Köhler, Peter Baumann: Database Schema Design for CAD/CAM Applications. Proc. IFIP TC-5 Conf. on CAD/CAM Technology Transfer to Latin America, Mexico City/Mexico, August 22 - 26,1988
  203. Peter Baumann, Dagmar Köhler: Archiving Versions and Configurations in a Database System for System Engineering Environments. Proc. 1st Int. Workshop on Software Version and Configuration Control, Grassau, January 27 - 29, 1988, Teubner 1989
  204. Feature-based Modelling

  205. Peter Baumann, Jivka Ovtcharova: Towards a Conceptual Framework for Object-Oriented Feature Definition. Proc. 2nd Int. Conf. on CAD & Computer Graphics, Hangzhou/China, September 1991, International Academic Publishers 1991
  206. E-Commerce

  207. Peter Baumann, Markus Blaschka, Gabi Höfling: An Open Communication & Information Infrastructure for the Textile Supply Chain. Proc. Competing in the Information Society Conference, Genova, June 24 - 26, 1998
  208. Peter Baumann, Markus Blaschka, Gabi Höfling, George Kartsounis: TEXconnect: An Open Communication & Information Infrastructure for the Textile Supply Chain. Proc. 2nd International Conference on Teleworking, Knowledge Management and Electronic Commerce, Berlin, June 9 - 10, 1998
  209. Peter Baumann, Markus Blaschka, Gabi Höfling: TEXconnect: An Open Communication & Information Infrastructure for the Textile Supply Chain. Proc. of EUROMED-NET'98, Special Track on Electronic Commerce on the Internet, Nicosia, March 4 - 7, 1998 (PDF, 412 kB)

Tutorials (not maintained)

At the following events I have given a tutorial on array databases, with length and emphasis adjusted to the target audience.

Technical Reports

  1. Peter Baumann: A Query Language for Analytics on Spatio-Temporally Varying Objects. Jacobs University Technical Report, April 2019
  2. Dimitar Misev, Peter Baumann: SQL Support for Multidimensional Arrays. Jacobs University Technical Report, July 2017
  3. Peter Baumann: Object-Oriented or Object-Relational? An Experience Report from a High-Complexity, Long-Term Case Study. Jacobs University Technical Report No. 20, July 2010
  4. Peter Baumann: A Comparative Analysis of Array Models for Databases. Jacobs University Technical Report, July 2010
  5. Sorin Stancu-Mara, Peter Baumann, Vladislav Marinov: A Comparative Benchmark of Large Objects in Relational Databases. Jacobs University Technical Report, January 2008
  6. Peter Baumann, Georgi Chulkov: Web Coverage Processing Service Implementation Specification. Jacobs University Technical Report #9, July 2007 (PDF)
  7. Angelica Garcia-Gutierrez, Peter Baumann: Modeling Fundamental Geo-Raster Operations with Array Algebra. Jacobs University Technical Report #7, June 2007 (PDF)
  8. Peter Baumann, Christian Neuß: Netzdienst für Bilddatenbanken - Abschlußbericht zur Konzeptionsphase. Technischer Bericht FIGD-92i011, FhG-IGD Darmstadt 1992
  9. Jian Zhou, Peter Baumann: Specification and Evaluation of Complex Cardinality Constraints. Technischer Bericht FIGD-92i008, FhG-IGD Darmstadt 1991
  10. Dagmar Köhler, Peter Baumann, Uwe Jasnoch, Max Ungerer, Jian Zhou: Fernzugriff auf Entwurfsdatenbanken - Abschlußbericht. Technischer Bericht FAGD-91i005, FhG-AGD Darmstadt 1991
  11. Peter Baumann, et al.: Computergestützte 3D-Visualisierung von Bekleidung an Figurinen. Technischer Bericht FAGD-91i001, FhG-AGD Darmstadt 1991
  12. Peter Baumann: Structure Modeling Concepts in Databases. Proc. of a BERKOM-Workshop in Annelsbach July 1990, Oldenbourg Verlag 1991 (auch verfügbar als GMD-Bericht Nr. 196, GMD St. Augustin)
  13. Peter Baumann, Dagmar Köhler: Das ERDA-Datenmodell. Workshop-Bericht FAGD-90i015, FhG-AGD Darmstadt 1990
  14. Jochem Poller, Peter Baumann, Dierk Ehmke: Referenzmodell der Graphischen Datenverarbeitung II. Technischer Bericht FAGD-89i013, FhG-AGD Darmstadt 1989
  15. Peter Baumann, Dagmar Köhler, Jürgen Redmer, Max Ungerer: Spezifikation von ERDA - Fernzugriff auf Datenbanken in verteilten Ingenieursanwendungen. Technischer Bericht FAGD-89i010, FhG-AGD Darmstadt 1989
  16. Peter Baumann, Dagmar Köhler: PRODAT - die PROSYT-Datenhaltungskomponente. Technischer Bericht FAGD-89i008, FhG-AGD Darmstadt 1989
  17. Peter Baumann, Dagmar Köhler: APRIL - Another PRODAT ImpLementation. Technischer Bericht FAGD-89i007, FhG-AGD Darmstadt, 1989
  18. Peter Baumann, Dagmar Köhler, Gregor Lux-Mülders, Jochem Poller: Workshop Graphik-Daten­banken. Workshop-Report FAGD-88i012, FhG-AGD Darmstadt 1988
  19. Dagmar Köhler, Peter Baumann, Detlef Krömker, Jürgen Redmer, Max Ungerer: Verteilte Entwurfsdatenbanken - Abschlußbericht. Technischer Bericht FAGD-88i019, FhG-AGD Darm­stadt 1988
  20. Gabi Englert, Georgios Sakas, Peter Baumann et al.: Arbeitsklausur zu Texturmodellierung und -klassifikation. Workshop-Report 88-9, Technische Hochschule Darmstadt, Fachgruppe Graphisch-Interaktive Systeme (GRIS) 1988
  21. Peter Baumann, A. Delgado, Dagmar Köhler, Leo Magalhaes, Jürgen Redmer, I. Ricarte, Regina Ruschel, Max Ungerer: First Internal Workshop on New Database Concepts, Workshop-Report 88-12, Technische Hochschule Darmstadt, Fachgruppe Graphisch-Interaktive Systeme (GRIS) 1988

PhD Thesis

Ein konzeptuelles Informationsmodell für Visualisierungsdatenbanken (A conceptual information model for visualization databases)
Dissertation at Technische Hochschule Darmstadt, February 1993.
Supervisor: Prof. Dr. Jose Luis Encarnacao, TH Darmstadt.
Co-supervisor: Prof. Dr. Alejandro Buchmann, TH Darmstadt.
ISBN 3-86111-654-5, Verlag Dr. Shaker, Aachen, Germany.

Patents