Abstract
This paper presents a formalized ontological framework for the analysis of multiscale classifications of geographic objects. We propose a set of logical principles that guide such geographic classifications. These principles are represented as definitions and axioms of the first-order predicate logic. Then we demonstrate an application of these principles with a practical example of the “National Hierarchical Framework of Ecological Units.” The study presents a minimal set of entities and relation need for such formalizations and emphasizes the need to distinguish clearly between classes of ecosystems and ecosystems-individuals physically located on the Earth surface. The ontological framework proposed in the paper has the potential to be used to facilitate interoperability between such geographic classifications.
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References
P. Agarwal. “Ontological considerations in GIScience,” Int. J. Geogr. Inf. Sci., Vol. 19:501–535, 2005.
B. Smith. “Ontology and information systems,” Technical report, NCGIA, in http://ontology.buffalo.edu/smith/articles/ontologies.htm, 2000.
I. Papakin, B. Smith, K. Munn, and W. Ceusters. “Ontology and bodily systems,” in http://ontology.buffalo.edu/medo/OBS.pdf, 2003.
T. Bittner, M. Donnelly, and S. Winter. “Ontology and semantic interoperability,” in D. Prosperi and S. Zlatanova (Eds.), Large-Scale 3D Data Integration, CRC Press: London, 2004.
D.T. Cleland, P.E. Avers, W.H. McNab, M.E. Jensen, R.G. Bailey, T. King, and W.E. Russell. “National hierarchical framework of ecological units,” in M.S. Boyce and A.W. Haney (Eds.), Ecosystem Management Applications for Sustainable Forest and Wildlife Resources, pp. 181–200, Yale University Press: New Haven, CT, 1997.
P. Simons. Parts: A Study in Ontology. Oxford University Press: London, UK, 2000.
A. Sorokine and T. Bittner. “Understanding taxonomies of ecosystems: a case study,” in P.F. Fisher (Ed.), Developments in Spatial Data Handling (Proceedings of Spatial Data Handling 2004), pp. 559–572, Springer, Berlin Heidelberg New York, 2005.
T. Bittner, M. Donnelly, and B. Smith. “Individuals, universals, collections: On the foundational relations of ontology,” in Proceedings of the International Conference on Formal Ontology in Information Systems (FOIS04), pp. 247–258, IOS Press, Amsterdam, The Netherlands, 2004.
M.F. Goodchild, B.O. Parks, and L.T. Steyaert (Eds.), Environmental Modeling with GIS, Oxford University Press: New York, 1993.
W.V. Quine. “From a Logical Point of View: Nine Logico-Philosophical Essays. 2nd edition,” Harvard University Press: Cambridge, Massachussetts, 1980.
T.R. Gruber. “A translation approach to portable ontologies,” Knowl. Acquis., Vol. 5:199–220, 1993.
N. Guarino. “Formal ontology in information systems,” in N. Guarino (Ed.), Formal Ontology in Information Systems, pp. 3–15, IOS Press, Amsterdam, The Netherlands, 1998.
Worl Wide Web Consortium. OWL Web Ontology Language. http://www.w3.org/TR/2004/REC-owl-features-20040210/, 2004.
T. Berners-Lee, J. Hendler, and O. Lassila. “The semantic web,” Sci. Am., Vol. 284:34–44, 2001.
N. Guarino and C.A. Welty. “A formal ontology of properties,” in Knowledge Acquisition, Modeling and Management, pp. 97–112, 2000.
A.U. Frank. “Ontology for spatio-temporal databases,” in M. Koubarakis, T.K. Sellis, A.U. Frank, S. Grumbach, R.H. Güting, C.S. Jensen, N.A. Lorentzos, Y. Manolopoulos, E. Nardelli, B. Pernici, H.J. Schek, M. Scholl, B. Theodoulidis, and N. Tryfona (Eds.), Spatio-Temporal Databases: The CHOROCHRONOS Approach, Lecture Notes in Computer Science, vol. 2520, pp. 9–77, Springer, Berlin Heidelberg New York, 2003.
M.F. Goodchild. “Communicating geographic information in digital age,” Ann. Assoc. Am. Geogr., Vol. 90:244–355, 2000.
D. Mark, B. Smith, and B. Tversky. “Ontology and geographic objects: An empirical study of cognitive categorization,” in C. Freksa and D. Mark (Eds.), Spatial Information Theory. Cognitive and Computational Foundations of Geographic Information Science. Number 1661 in Lecture Notes in Computer Science, pp. 283–298, Springer, Berlin Heidelberg New York, 1999.
A. Rector and J. Rogers. “Ontological issues in using a description logic to represent medical concepts: Experience from GALEN,” in IMIA WG6 Workshop: Terminology and Natural Language in Medicine, Phoenix, AZ: International Medical Informatics Association, Springer, Berlin Heidelberg New York, 1999.
B. Smith and C. Rosse. “The role of foundational relations in the alignment of biomedical ontologies,” in Proceedings of Medinfo, San Francisco, pp. 444–448, IOS Press, Amsterdam, The Netherlands, 2004.
B. Smith. “The logic of biological classification and the foundations of biomedical ontology,” in Invited Papers from the 10th International Conference in Logic Methodology and Philosophy of Science, Oviedo, Spain: Elsevier-North Holland, Amsterdam, The Netherland, 2004.
J.M. Fielding, J. Simon, W. Ceusters, and B. Smith. “Ontological theory for ontological engineering: Biomedical systems information integration,” in Proceedings of the Ninth International Conference on the Principles of Knowledge Representation and Reasoning (KR2004), Whistler, BC, pp. 114–120, AAAI Press, Menlo Park, California, 2004.
W. Ceustersa, B. Smithb, A. Kumarb, and C. Dhaenas. “Ontology-based error detection in SNOMED-CT®,” in Proceedings of Medinfo, San-Francisco, CA, pp. 482–486, IOS Press, Amsterdam, The Netherlands, 2004.
C.C. Feng, T. Bittner, and D. Flewelling. “Modeling surface hydrology concepts with endurance and perdurance,” in M.J. Egenhofer, C. Freksa, and H. Miller (Eds.), Third International Conference on GIScience. Number 2334 in Lecture Notes in Computer Science, pp. 67–80, Springer, Berlin Heidelberg New York, 2004.
M. Worboys and K. Hornsby. “From objects to events: GEM, the geospatial event model,” in M.J. Egenhofer, C. Freksa, and H. Miller (Eds.), Third International Conference on GIScience. Number 2334 in Lecture Notes in Computer Science, pp. 327–345, Springer, Berlin Heidelberg New York, 2004.
M.R. Genesereth and N.J. Nilsson. Logical Foundations of Artificial Intelligence. Morgan Kaufmann: San Mateo, California, 1987.
F. Heylighen. “Advantages and limitations of formal expression,” Found. Sci., Vol. 4:25–56, 1999.
P.J. Hayes. Naive Physics I: Ontology for Liquids. (pp. 484–502) Morgan Kaufmann: San Francisco, California, 1990.
A.G. Tansley. “The use and abuse of vegetational concepts and terms,” Ecology, Vol. 16:284–307, 1935.
S. Mayhew. A Dictionary of Geography. Oxford University Press: London, UK, 1997.
T.F.H. Allen and T.B. Starr. “Hierarchy: perspectives for ecological complexity,” University of Chicago Press: Chicago, Illinois, 1982.
R.V. O’Neill. “A Hierarchical Concept of Ecosystems,” Princeton University Press: Princeton, New Jersey, 1986.
R.G. Bailey. Ecoregions: The Ecosystem Geography of the Oceans and Continents, Springer, Berlin Heidelberg New York, 1998.
B. Smith and A.C. Varzi. “The formal ontology of boundaries,” The Electronic Journal of Analytic Philosophy, Vol. 5. in http://ejap.louisiana.edu/EJAP/1997.spring/smithvarzi976.html, 1997.
R.G. Bailey. “Description of the ecoregions of the United States,” Technical report, USDA Forest Service, in http://www.fs.fed.us/land/ecosysmgmt/ecoreg1_home.html, 1995.
D.M. Armstrong: Universals: An Opinionated Introduction, Focus Series. Westview Press: Boulder, Colorado, 1989.
R. Casati and A.C. Varzi. “The structure of spatial localization,” Philos. Stud., Vol. 82:205–239, 1995.
M. Donnely and T. Bittner. “Spatial relations between classes of individuals,” in D. Mark and T. Cohn (Eds.), Spatial Information Theory. Cognitive and Computational Foundations of Geographic Information Science. (COSIT 2005), pp. 182–199, Springer, Berlin Heidelberg New York, 2005.
G. Wiegleb. “Explanation and prediction in vegetation science,” Vegetatio, Vol. 83:17–34, 1989.
J.S. Rowe and J.W. Sheard. “Ecological land classification: A survey approach,” Environ. Manag., Vol. 5:451–464, 1981.
I.M. Copi. Symbolic Logic. 5th edition, (Pearson Education) Macmillan: New York, 1979.
F. Baader, D. Calvanese, D. McGuinness, D. Nardi, and P. Patel-Schneider (Eds.), The Description Logic Handbook: Theory, Implementation and Applications, Cambridge University Press: UK, 2003.
T. Bittner and M. Donnely. “Computational ontologies of parthood, componenthood, and containment,” in L. Kaelbling (Ed.), Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, pp. 382–387, 2005.
R.G. Bailey. Ecosystem Geography. Springer, Berlin Heidelberg New York, 1995.
B. Smith, J. Khler, and A. Kumar. “On the application of formal principles to life science data: A case study in the gene ontology,” in E. Rahm (Ed.), Database Integration in the Life Sciences (DILS 2004), pp. 79–94, Springer, Berlin Heidelberg New York, 2004.
H.P. Cook, and H. Tredennick. Aristotle: The Categories, On Interpretation, Prior Anlytics. Harvard University Press: Cambridge, Massachussetts, 1938.
C. Renschler, A. Sorokine, and T. Bittner. “A conceptual-philosophic framework linking soil taxonomy, mapping and databases: soil ontology,” Soil Science Society of America Journal, 2006 (in preparation for the second round of review).
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Sorokine, A., Bittner, T. & Renschler, C. Ontological Investigation of a Multiscale Ecosystem Classification Using the “National Hierarchical Framework of Ecological Units” as an Example. Geoinformatica 10, 313–335 (2006). https://doi.org/10.1007/s10707-006-9830-0
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DOI: https://doi.org/10.1007/s10707-006-9830-0