A framework for semantic reconciliation of disparate earth observation thematic data

Ahlqvist, 2005, Using uncertain conceptual spaces to translate between land cover categories, International Journal of Geographic Information Science, 19, 831, 10.1080/13658810500106729 Akahani, K.H.J., Satoh, T., 2003. Approximate query reformulation based on hierarchical ontology mapping. In: Proceedings International Workshop on Semantic Web Foundations and Application Technologies (SWFAT). Nara, Japan, pp. 43–46. Anderson, J.R., Hardy, E.E., Roach, J.T., Witmer, R.E., 1976. A land use and land cover classification system for use with remote sensor data. US Geological Survey Professional Paper no. 964. Washington D.C., p. 28. Antoniou, 2004 Arpinar, 2006, Geospatial ontology development and semantic analytics, Transactions in GIS, 10, 551, 10.1111/j.1467-9671.2006.01012.x Asrar, 1994 Bechhofer, S., Harmelen, F.V., Hendler, J., Horrocks, I., McGuinness, D.L., Patel-Schneider, P.F., Stein, L.A., 2004. OWL Web Ontology Language Reference. 〈http://www.w3.org/TR/owl-ref/〉. Beck, H., Pinto, H.S., 2002. Overview of approaches, methodologies, standards and tools for ontologies. The Agricultural Ontology Service. Food and Agriculture Organization (FAO) Draft, Agricultural and Biological Engineering Department of Information Systems, University of Florida, p. 58. 〈http://www.fao.org/agris/aos/Documents/BackgroundAOS.html〉. Belward, A.S., 1996. The IGBP-DIS Global 1km land cover data set (DISCover): proposal and implementation plans. IGBP-DIS(International Geosphere-Biosphere Programme-Data and Information System) Working Paper no. 13. Toulouse, France, p. 61. Berners-Lee, 2001, The semantic web, Scientific American, 284, 34, 10.1038/scientificamerican0501-34 Bishr, 1998, Overcoming the semantic and other barriers to GIS interoperability, International Journal of Geographical Information Science, 12, 299, 10.1080/136588198241806 Bittner, 2005, Ontology and semantic interoperability, 139 Calvanese, 2001, Reasoning in expressive description logics, 1581 Cheng, G.H., 1997. Representing and reasoning about semantic conflicts in heterogeneous information sources. Ph.D. Dissertation. MIT, Boston, MA, pp. 15–30. Collet, 1991, Resource integration using large knowledge base in Carnot, IEEE Computer, 24, 55, 10.1109/2.116889 Comber, 2004, Integrating land-cover data with different ontologies: identifying change from inconsistency, International Journal of Geographic Information Science, 18, 691, 10.1080/13658810410001705316 Decker, 1998, OntoBroker: ontology-based access to distributed and semi-structured information, 351 Dennings, 1996, Simulation of terrestrial carbon metabolism and atmospheric CO2 in a general circulation model, part1: surface carbon fluxes, Tellus B, 48, 521, 10.1034/j.1600-0889.1996.t01-2-00009.x Dickinson, R.E., Henderson-Sellers, A.P., Kennedy, J., Wilson, M.F., 1986. Biosphere–Atmosphere Transfer Scheme (BATS) for the NCAR community climate model. NCAR (The National Center for Atmospheric Research) Technical Note NCAR/TN-275+STR. Boulder, CO, USA, pp. 1–62. Duckham, 2005, An algebraic approach to automated information fusion, International Journal of Geographic Information Science, 12, 229 Durbha, 2008, An information semantics approach for knowledge management and interoperability for the global earth observation system of systems, IEEE Systems Journal, 3, 358, 10.1109/JSYST.2008.925975 Fankhauser, P., Neuhold, E., 1992. Knowledge-based integration of heterogeneous databases. In: Proceedings International Federation for Information Processing (IFIP) Working Group 2.6 Database Semantics Conference on Interoperable Database Systems. Lorne, Victoria, Australia, pp. 155–175. Gruber, 1993, A translation approach to portable ontology specifications, Knowledge Acquisition, 5, 199, 10.1006/knac.1993.1008 Haarslev, V., Möller, R., 2001. Description of the RACER system and its applications. In: Proceedings International Workshop on Description Logics. Stanford, USA, pp. 31–141. Hakimpour, F., Geppert, A., 2001. Resolving semantic heterogeneity in schema integration: an ontology-based approach. In: Proceedings International Conference of Formal Ontology in Information Systems. Ogunquit, Maine, USA, pp. 297–308. Hakimpour, 2002, Global schema generation using formal ontologies, 307 Hakimpour, F., Timpf, S., 2002, A step towards geodata integration using formal ontologies, In: Proceedings of the Fifth Agile Conference on Geographic Information Science. Palma, Balearic Islands, Spain, pp. 55–60. Hatton, B., 1997. Distributed data sharing. In: Proceedings of the Australasian Urban and Regional Information Systems Association (AURISA 97). Christchurch, New Zealand, CD-Rom. Horridge, M., Jupp, S., Moulton, G., Rector, A., Stevens, R., Wroe, C., 2007. A Practical guide to building OWL ontologies using Protégé 4 and CO-ODE Tools. Edition 1.1. Technical Report. The University of Manchester, UK, pp 50–53. Jasper, R., Uschold, M., 1999. A framework for understanding and classifying ontology applications. In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Ontologies and Problem-Solving Methods. Stockholm, Sweden, pp. 16–21.〈citeseer.ist.psu.edu/uschold99framework.html〉. Jones, D., 1998. Developing shared ontologies in multi-agent systems. In: Proceedings of the European Conference on Artificial Intelligence (ECAI) Workshop on Intelligent Information Integration. Brighton, UK 〈http://citeseer.ist.psu.edu/jones98developing.html〉. Kavouras, 2002, A method for the formalization and integration of geographical categorizations, International Journal of Geographical Information Science, 16, 439, 10.1080/13658810210129120 Kavouras, 2005, Comparing categories among geographic ontologies, Computers & Geosciences, 31, 145, 10.1016/j.cageo.2004.07.010 Loveland, 1999, An analysis of the IGBP Global land-cover characterization process, Photogrammetric Engineering and Remote Sensing, 65, 1021 Loveland, 2000, Developments of a global land cover characteristics database and IGBP DISCover from 1km AVHRR data, International Journal of Remote Sensing, 21, 1303, 10.1080/014311600210191 Mena, 2002, OBSERVER: an approach for query processing in global information systems based on interoperation across pre-existing ontologies, International Journal of Distributed and Parallel Databases, 8, 223, 10.1023/A:1008741824956 Olson, J.S., 1994. Global ecosystems framework: definitions. Internal Report, USGS EROS Data Center. Sioux Falls, SD, USA, p. 37. Pape, 1992, Evolutionary prototyping in a change perspective, Information Technology and People, 6, 2 Parsia, B., Patel-Schneider, P., 2004. Meaning and the Semantic, In: Proceedings World Wide Web 2004. New York, NY, USA, pp. 306–307. Paul, M., Golbeck, J., 2003. Visualization of semantic metadata and ontologies. In: Proceedings Information Visualization. London, UK, pp. 300–305. Pouchard, L., Cinquini, L., Strand, G., 2003. The Earth system grid discovery and semantic web technologies. In: Proceedings Workshop of Semantic Web Technologies for Searching and Retrieving Scientific Data. The Second International Semantic Web Conference (ISWC). Sanibel Island, FL. 〈http://citeseer.ist.psu.edu/678452.html〉. Ram, 2004, Semantic conflict resolution ontology (SCROL): ontology for detecting and resolving data and schema-level semantic conflicts, IEEE Transactions on Knowledge and Data Engineering, 16, 189, 10.1109/TKDE.2004.1269597 Rodriguez, 2003, Determining semantic similarity among entity classes from different ontologies, IEEE Transactions on Knowledge and Data Engineering, 15, 442, 10.1109/TKDE.2003.1185844 Rodríguez, 2004, Comparing geospatial entity classes: an asymmetric and context-dependent similarity measure, International Journal of Geographical Information Science, 18, 229, 10.1080/13658810310001629592 Running, 1994, A vegetation classification logic based on remote sensing for use in global biogeochemical models, Ambio, 23, 77 Sellers, 1986, A simple biosphere model (SiB) for use within general circulation models, Journal of Atmospheric Science, 43, 505, 10.1175/1520-0469(1986)043<0505:ASBMFU>2.0.CO;2 Sellers, 1996, A revised land surface parameterization (SiB2) for atmospheric GCMS—part II: the generation of global fields of terrestrial biophysical parameters from satellite data, Journal of Climate, 9, 706, 10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2 Selman, 1996, Knowledge compilation and theory approximation, Journal of Association for Computing Machinery, 43, 193, 10.1145/226643.226644 Stuckenschmidt, 2002, Approximating terminological queries, 329 Stuckenschmidt, 2005 Uschold, 1996, Ontologies: principles, methods and applications, Knowledge Engineering Review, 11, 93, 10.1017/S0269888900007797 Visser, 2002, Ontologies for geographic information processing, Computers & Geosciences, 28, 103, 10.1016/S0098-3004(01)00019-X Visser, 2002, Terminology integration for the management of distributed information resources, Künstliche Intelligenz, Special Issue on Knowledge Management, 16, 31 Wache, T., Vögele, U., Visser, H., Stuckenschmidt, G., Schuster, H., Neumann, S. Hübner, 2001. Ontology-based integration of information—a survey of existing approaches. In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Ontologies and Information Sharing. Seattle, WA, pp. 108–117. Walter, 1999, Matching spatial data sets: a statistical approach, International Journal of Geographical Information Science, 13, 445, 10.1080/136588199241157 Wiegand, N., Patterson, E.D., Zhou, N. Ventura, S., Cruz, I.F., 2002. Querying heterogeneous land use data: problems and potential. In: Proceedings of the National Conference on Digital Government Research. Los Angeles, California, pp. 115–122. Worboys, 2002, Integrating Spatio-thematic information, 346, 10.1007/3-540-45799-2_24 Yaolin, L., Molenaar, M., Kraak, M.J., 2002. Semantic similarity evaluation model in categorical database generalization. In: Proceedings of the ISPRS Commission IV, Spatial Data Handling and Ninety Fifth Annual CIG Geomatics Conference, Symposium on Geospatial Theory, Processing and Applications. Ottawa, Canada, CD-ROM, p. 7 〈http://www.isprs.org/commission4/proceedings02/pdfpapers/413.pdf〉.