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Article

A similarity-based automatic data recommendation approach for geographic models

, , , , , , , , & show all
Pages 1403-1424 | Received 02 Jun 2016, Accepted 25 Feb 2017, Published online: 13 Mar 2017

References

  • Aher, S.B. and Lobo, L.M.R.J., 2013. Combination of machine learning algorithms for recommendation of courses in E-learning system based on historical data. Knowledge-Based Systems, 51, 1–14. doi:10.1016/j.knosys.2013.04.015 ​​​
  • Ames, D.P., et al., 2012. HydroDesktop: web services-based software for hydrologic data discovery, download, visualization, and analysis. Environmental Modelling & Software, 37, 146–156. doi:10.1016/j.envsoft.2012.03.013
  • Argent, R.M., et al., 2009. A new approach to water quality modelling and environmental decision support systems. Environmental Modelling & Software, 24 (7), 809–818. doi:10.1016/j.envsoft.2008.12.010
  • Arroita, G.G., et al., 2015. Is my species distribution model fit for purpose? Matching data and models to applications. Global Ecology and Biogeography, 24 (3), 276–292. doi:10.1111/geb.12268
  • Bai, Y.Q. and Di, L.P., 2012, Review of geospatial data systems’ support of global change studies. British Journal of Environment & Climate Change, 2 (4), 421–436.
  • Blind, M. and Gregersen, J.B., 2005. Towards an Open Modelling Interface (OpenMI) the HarmonIT project. Advances in Geosciences, 4, 69–74. doi:10.5194/adgeo-4-69-2005
  • Buccella, A., et al., 2011. Building a global normalized ontology for integrating geographic data sources. Computers & Geosciences, 37 (7), 893–916. doi:10.1016/j.cageo.2011.02.022
  • Chakraborty, D., et al., 2015. Web based GIS application using open source software for sharing geospatial data. International Journal of Advanced Remote Sensing and GIS, 4 (1), 1224–1228.
  • Chen, H.C. and Chen, A.L.P., 2001. A music recommendation system based on music data grouping and user interests. In: H. Paques, L. Liu, and D. Grossman, ed. the tenth international conference on information and knowledge management. Atlanta, New York: ACM, 231–238. 5-10 November 2001.
  • Crane, R.G. and Hewitson, B.C., 1998. Doubled CO2 precipitation changes for the Susquehanna basin: down-scaling from the genesis general circulation model. International Journal of Climatology, 18, 65–76. doi:10.1002/(ISSN)1097-0088
  • Ding, L., et al., 2011. TWC LOGD: a portal for linked open government data ecosystems. Web Semantics: Science, Services and Agents on the World Wide Web, 9 (3), 325–333. doi:10.1016/j.websem.2011.06.002
  • Elliott, J., et al., 2015. The global gridded crop model intercomparison: data and modeling protocols for phase 1 (v1.0). Geosci. Model Dev., 8, 261–277. doi:10.5194/gmd-8-261-2015
  • Federal Geographic Data Committee (FGDC), 1998. Content standard for digital geospatial metadata [online]. Available from: http://www.fgdc.gov/standards/projects/FGDC-standards-projects/metadata/base-metadata/v2_0698.pdf [Accessed: January 2016].
  • Feng, M., et al., 2011. Prototyping an online wetland ecosystem services model using open model sharing standards. Environmental Modelling & Software, 26 (4), 458–468. doi:10.1016/j.envsoft.2010.10.008
  • Foley, J.A., Prentice, I.C., and Ramankutty, N., 1996. An integrated biosphere model of land surface processes, terrestrial carbon balance, and vegetation dynamics. Global Biogeochemical Cycles, 10 (4), 603–628. doi:10.1029/96GB02692
  • Global Change Master Directory (GCMD), 2015. GCMD Keywords, Version 8.1 [online]. Greenbelt, MD: Global Change Data Center, Science and Exploration Directorate, Goddard Space Flight Center (GSFC) National Aeronautics and Space Administration (NASA). Available from: http://gcmd.nasa.gov/learn/keywords.html [[Accessed January 2016]].
  • Gollapalli, M., Li, X., and Wood, I., 2013. Automated discovery of multi-faceted ontologies for accurate query answering and future semantic reasoning. Data & Knowledge Engineering, 87, 405–424. doi:10.1016/j.datak.2013.05.005
  • Goodchild, M.F., Fu, P.D., and Rich, P., 2007. Sharing geographic information: an assessment of the geospatial one-stop. Annals of the Association of American Geographers, 97 (2), 250–266. doi:10.1111/j.1467-8306.2007.00534.x
  • Goodwin, J., Dolbear, C., and Hart, G., 2008. Geographical linked data: the administrative geography of great britain on the semantic web. Transactions in GIS, 12 (S1), 19–30. doi:10.1111/j.1467-9671.2008.01133.x
  • Harvey, F. and Tulloch, D., 2006. Local-government data sharing: evaluating the foundations of spatial data infrastructures. International Journal of Geographical Information Science, 20 (7), 743–768. doi:10.1080/13658810600661607
  • Hobbs, J.R. and Pan, F., 2004. An ontology of time for the semantic web. ACM Transactions on Asian Language Information Processing, 3 (1), 66–85. doi:10.1145/1017068.1017073
  • Hong, S.H., Hendrickx, J.M.H., and Borchers, B., 2009. Up-scaling of SEBAL derived evapotranspiration maps from Landsat (30 m) to MODIS (250 m) scale. Journal of Hydrology, 370 (1–4), 122–138. doi:10.1016/j.jhydrol.2009.03.002
  • Horsburgh, J.S., et al., 2009. An integrated system for publishing environmental observations data. Environmental Modelling & Software, 24 (8), 879–888. doi:10.1016/j.envsoft.2009.01.002
  • Hou, Z.W., et al., 2015. Time-ontology and its application in geodata retrieval. Journal of Geo-Information Science, 17 (4), 379–390. in Chinese. doi:10.3724/SP.J.1047.2015.00379
  • Hu, Y.J., et al., 2015. Metadata topic harmonization and semantic search for linked-data-driven geoportals: a case study using ArcGIS online. Transactions in GIS, 19 (3), 398–416. doi:10.1111/tgis.12151
  • Hudak, P.F., 2014. Inundation patterns and plant growth in constructed wetland characterized by dynamic water budget model. Environ Earth Sci, 72 (6), 1821–1826. doi:10.1007/s12665-014-3091-2
  • International Organization for Standardization (ISO), 2003. 19115: 2003 (E). Geographic information [online]. Available from: https://www.iso.org/standard/26020.html. ​​​
  • Lacasta, J., et al., 2007. A web ontology service to facilitate interoperability within a spatial data infrastructure: applicability to discovery. Data & Knowledge Engineering, 63 (3), 947–971. doi:10.1016/j.datak.2007.06.002
  • Lausch, A., Schmidt, A., and Tischendorf, L., 2014. Data mining and linked open data -new perspectives for data analysis in environmental research. Ecological Modelling, 295, 5–17. doi:10.1016/j.ecolmodel.2014.09.018
  • Li, W.W., Yang, C.W., and Yang, C.J., 2010. An active crawler for discovering geospatial web services and their distribution pattern-a case study of OGC web map service. International Journal of Geographical Information Science, 24 (8), 1127–1147. doi:10.1080/13658810903514172
  • Lombardoa, F., Volpia, E., and Koutsoyiannis, D., 2012. Rainfall downscaling in time: theoretical and empirical comparison between multifractal and Hurst-Kolmogorov discrete random cascades. Hydrological Sciences Journal, 57 (6), 1052–1066. doi:10.1080/02626667.2012.695872
  • Lutz, M. and Klien, E., 2006. Ontology-based retrieval of geographic information. International Journal of Geographical Information Science, 20 (3), 233–260. doi:10.1080/13658810500287107
  • Nativi, S., Mazzetti, P., and Geller, G.N., 2013. Environmental model access and interoperability: the GEO modelWeb initiative. Environmental Modelling & Software, 39, 214–228. doi:10.1016/j.envsoft.2012.03.007
  • Olsen, L. and Chiddo, C., 2008. Directory Interchange Format (DIF) Standard [online]. Available from: https://earthdata.nasa.gov/files/ESDS-RFC-012v1.pdf [Accessed January 2016].
  • Open Geospatial Consortium Inc. (OGC), 2007. OGC 05-007r7. In: OpenGIS® web processing service[online]. Available from: http://portal.opengeospatial.org/files/?artifact_id=24151. ​​​
  • Park, M.H., Hong, J.H., and Cho, S.B., 2007. Location-based recommendation system using bayesian user’s preference model in Mobile Devices. In: J. Indulska, et al., eds. Ubiquitous Intelligence and Computing, UIC. Berlin, Heidelberg: Springer, 1130–1139. 11–13 July 2007. doi:10.1007/978-3-540-73549-6_110
  • Poorazizi, M.E., Hunter, A.J.S., and Steiniger, S., 2015. A volunteered geographic information framework to enable bottom-up disaster management platforms. ISPRS International Journal of Geo-Information, 4, 1389–1422. doi:10.3390/ijgi4031389
  • Ristoski, P., Menc´Ia, E.L., and Paulheim, H., 2014. A hybrid multi-strategy recommender system using linked open data. In V. Presutti, et al., eds, Semantic Web Evaluation Challenge. Cham, UK: Springer International Publishing, 150–156. doi:10.1007/978-3-319-12024-9_19
  • Saaty, T.L., 1977. A scaling method for priorities in hierarchical structures. Journal of Mathematical Psychology, 15 (3), 234-281. doi:10.1016/0022-2496(77)90033-5
  • Saaty, T.L., 1990. How to make a decision: the analytic hierarchy process. European Journal of Operational Research, 48 (1), 9–26. doi:10.1016/0377-2217(90)90057-I
  • Sample, J.T., et al., 2006. Enhancing the US Navy’s GIDB portal with Web services. IEEE Internet Computing, 10 (5), 53–60. doi:10.1109/MIC.2006.96
  • Shapira, B., Rokach, L., and Freilikhman, S., 2013. Facebook single and cross domain data for recommendation systems. User Modeling and User-Adap Inter, 23 (2), 211–247. doi:10.1007/s11257-012-9128-x
  • Sudo, K., et al., 2013. Global modeling and projection of short-lived climate pollutants in an earth system model. Agu Fall Meeting Abstracts, 1, 8.
  • Sun, S., et al., 2015. Semantic analysis and retrieval of spatial data based on the uncertain ontology model in digital earth. International Journal of Digital Earth, 8 (1), 3–16. doi:10.1080/17538947.2014.927538
  • Tarboton, D.G., et al., 2014. HydroShare: advancing collaboration through hydrologic data and model sharing[online]. Available from: https://www.researchgate.net/profile/Daniel_Ames/publication/264417526_HydroShare_Advancing_Collaboration_through_Hydrologic_Data_and_Model_Sharing/links/53dc0b180cf2a76fb667b28c.pdf[Accessed: January 2016].
  • Vilches-Blázquez, L.M., et al., 2014. Integrating geographical information in the linked digital earth. International Journal of Digital Earth, 7 (7), 554–575. doi:10.1080/17538947.2013.783127
  • Wang, D.X., et al., 2016. Geo-data spatial-ontology and its application in data search. Journal of Geo-Information Science, 18 (4), 443–452. in Chinese. doi:10.3724/SP.J.1047.2016.00443
  • Wu, Z. and Palmer, M., 1994. Verb semantics and lexical selection. In: 32nd annual meeting of the association for computational linguistics. Las Cruces, New Mexico, Stroudsburg: Association for Computational Linguistics, 133–138. doi:10.3115/981732.981751 ​​​
  • Yang, W., András, A., and Caspary, H.J., 2010. Downscaling daily precipitation time series using a combined circulation- and regression-based approach. Theor Appl Climatol, 102 (3), 439–454. doi:10.1007/s00704-010-0272-0
  • Yang, X.H., et al., 2009. An updating system for the gridded population database of China based on remote sensing, GIS and spatial database technologies. Sensors, 9 (2), 1128–1140. doi:10.3390/s90201128
  • Yue, S.S., et al., 2015. A data description model for reusing, sharing and integrating geo-analysis models. Environ Earth Sci, 74 (10), 7081–7099. doi:10.1007/s12665-015-4270-5
  • Zhang, R.Q., et al., 2013. Wetland ecosystem stability evaluation by using Analytical Hierarchy Process(AHP) approach in yinchuan plain, China. Mathematical and Computer Modelling, 57 (3–4), 366–374. doi:10.1016/j.mcm.2012.06.014
  • Zhang, X.Y., et al., 2011. Geostatistical interpolation of missing data and downscaling of spatial resolution for remotely sensed atmospheric methane column concentrations. International Journal of Remote Sensing, 33 (1), 120–134. doi:10.1080/01431161.2011.584078
  • Zhu, Y.Q., et al., 2009. Research on earth system scientific data sharing platform based on SOA. Journal of Geo-Information Science, 11 (1), 1–9. in Chinese. doi:10.3969/j.issn.1560-8999.2009.01.001

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