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Articles

A model-service deployment strategy for collaboratively sharing geo-analysis models in an open web environment

, , , , &
Pages 405-425 | Received 28 Aug 2015, Accepted 09 Dec 2015, Published online: 26 Jan 2016

References

  • Arciniegas, G., R. Janssen, and P. Rietveld. 2013. “Effectiveness of Collaborative Map-Based Decision Support Tools: Results of an Experiment.” Environmental Modelling & Software 39: 159–175. doi:10.1016/j.envsoft.2012.02.021.
  • Baranski, B., T. Foerster, B. Schäffer, and K. Lange. 2011. “Matching INSPIRE Quality of Service Requirements with Hybrid Clouds.” Transactions in GIS 15 (s1): 125–142. doi:10.1111/j.1467-9671.2011.01265.x.
  • Basnyat, P., L. D. Teeter, B. G. Lockaby, and K. M. Flynn. 2000. “The Use of Remote Sensing and GIS in Watershed Level Analyses of Non-Point Source Pollution Problems.” Forest Ecology and Management 128 (1): 65–73. doi:10.1016/S0378-1127(99)00273-X.
  • Brovelli, M. A., S. Li, S. Dragicevic, and B. Veenendaal. 2013. “Introductory Editorial: Web-Based Sensors and Geoprocessing Services.” Applied Geomatics 5 (1): 1–2. doi:10.1007/s12518-013-0102-z.
  • Butt, M. A., and S. Li. 2012. “Developing a Web-Based, Collaborative PPGIS Prototype to Support Public Participation.” Applied Geomatics 4 (3): 197–215. doi:10.1007/s12518-012-0085-1.
  • Castronova, A. M., J. L. Goodall, and M. B. Ercan. 2013. “Integrated Modeling Within a Hydrologic Information System: An Open MI Based Approach.” Environmental Modelling & Software 39: 263–273. doi:10.1016/j.envsoft.2012.02.011.
  • Chang, Z. E., and S. Li. 2013. “Geo-Social Model: A Conceptual Framework for Real-Time Geocollaboration.” Transactions in GIS 17 (2): 182–205. doi:10.1111/j.1467-9671.2012.01352.x.
  • Chen, J., Y. Ban, and S. Li. 2014. “China: Open Access to Earth Land-Cover map.” Nature 514 (7523): 434–434. doi:10.1038/514434c.
  • Chen, A., L. Di, Y. Wei, Y. Bai, and Y. Liu. 2009. “Use of Grid Computing for Modeling Virtual Geospatial Products.” International Journal of Geographical Information Science 23 (5): 581–604. doi:10.1080/13658810902733666.
  • Chen, M., H. Lin, M. Hu, H. Li, and C. Zhang. 2013a. “Real Geographic Scenario Based Virtual Social Environment: Integrate Geography with Social Research.” Environment and Planning B-Planning & Design 40 (6): 1103–1121. doi:10.1068/b38160
  • Chen, M., H. Lin, O. Kolditz, and C. Chen. 2015. “Developing Dynamic Virtual Geographic Environments (VGEs) for Geographic Research.” Environmental Earth Sciences 74: 6975–6980. doi:10.1007/s12665-015-4761-4.
  • Chen, J., H. Wu, S. Li, A. Liao, C. He, and S. Peng. 2013b. “Temporal Logic and Operation Relations Based Knowledge Representation for Land Cover Change Web Services.” ISPRS Journal of Photogrammetry and Remote Sensing 83: 140–150. doi:10.1016/j.isprsjprs.2013.02.005.
  • Claussen, M., L. Mysak, A. Weaver, M. Crucifix, T. Fichefet, M. F. Loutre, L. Weber, et al. 2002. “Earth System Models of Intermediate Complexity: Closing the Gap in the Spectrum of Climate System Models.” Climate Dynamics 18 (7): 579–586. doi:10.1007/s00382-001-0200-1.
  • Craglia, M., M. F. Goodchild, A. Annoni, G. Camara, M. Gould, W. Kuhn, D. Mark, et al. 2008. “Next-Generation Digital Earth – A Position Paper from the Vespucci Initiative for the Advancement of Geographic Information Science.” International Journal of Spatial Data Infrastructures Research 3: 146–167. doi: 10.2902/1725-0463.2008.03.art9.
  • David, O., J. C. Ascough, W. Lloyd, T. R. Green, K. W. Rojas, G. H. Leavesley, and L. R. Ahuja. 2013. “A Software Engineering Perspective on Environmental Modeling Framework Design: The Object Modeling System.” Environmental Modelling & Software 39: 201–213. doi:10.1016/j.envsoft.2012.03.006.
  • Di Giovanni, P., M. Bertolotto, G. Vitiello, and M. Sebillo. 2014. “Web Services Composition and Geographic Information.” In Geographical Information Systems: Trends and Technologies, edited by E. Pourabbas, 104–141. Boca Raton: Taylor and Francis Group.
  • Dickinson, R. E., K. W. Oleson, G. Bonan, F. Hoffman, P. Thornton, M. Vertenstein, Z. L. Yang, and X. B. Zeng. 2006. “The Community Land Model and its Climate Statistics as a Component of the Community Climate System Model.” Journal of Climate 19 (11): 2302–2324. doi:10.1175/JCLI3742.1.
  • Dobbs, C., D. Kendal, and C. R. Nitschke. 2014. “Multiple Ecosystem Services and Disservices of the Urban Forest Establishing Their Connections with Landscape Structure and Sociodemographics.” Ecological Indicators 43: 44–55. doi:10.1016/j.ecolind.2014.02.007.
  • Evangelidis, K., K. Ntouros, S. Makridis, and C. Papatheodorou. 2014. “Geospatial Services in the Cloud.” Computers & Geosciences 63: 116–122. doi:10.1016/j.cageo.2013.10.007.
  • Foster, I., Y. Zhao, I. Raicu, and S. Lu. 2008. “Cloud Computing and Grid Computing 360-Degree Compared.” Grid Computing Environments Workshop, 2008. GCE ‘08, Austin, November 12–16. doi:10.1109/GCE.2008.4738445.
  • Giuliani, G., S. Nativi, A. Lehmann, and N. Ray. 2012. “WPS Mediation: An Approach to Process Geospatial Data on Different Computing Backends.” Computers & Geosciences 47: 20–33. doi:10.1016/j.cageo.2011.10.009.
  • Goodchild, M. F. 2008. “The Use Cases of Digital Earth.” International Journal of Digital Earth 1 (1): 31–42. doi:10.1080/17538940701782528.
  • Goodchild, M. F. 2012. “The Future of Digital Earth.” Annals of GIS 18 (2): 93–98. doi:10.1080/19475683.2012.668561.
  • Goodchild, M. F., H. Guo, A. Annoni, L. Bian, K. Bie, F. Campbel, M. Cragliac, et al. 2012. “Next-Generation Digital Earth.” Proceedings of the National Academy of Sciences 109 (28): 11088–11094. doi:10.1073/pnas.1202383109.
  • Granell, C., L. Díaz, and M. Gould. 2010. “Service-Oriented Applications for Environmental Models: Reusable Geospatial Services.” Environmental Modelling & Software 25 (2): 182–198. doi:10.1016/j.envsoft.2009.08.005.
  • Granell, C., S. Schade, and N. Ostländer. 2013. “Seeing the Forest Through the Trees: A Review of Integrated Environmental Modelling Tools.” Computers, Environment and Urban Systems 41: 136–150. doi:10.1016/j.compenvurbsys.2013.06.001.
  • Griggs, D., M. Stafford-Smith, O. Gaffney, J. Rockström, M. C. Öhman, P. Shyamsundar, W. Steffen, et al. 2013. “Policy: Sustainable Development Goals for People and Planet.” Nature 495 (7441): 305–307. doi:10.1038/495305a.
  • Guo, H., Z. Liu, and L. Zhu. 2010. “Digital Earth: Decadal Experiences and Some Thoughts.” International Journal of Digital Earth 3 (1): 31–46. doi:10.1080/17538941003622602.
  • Gutierrez, F., M. Parise, J. D. Waele, and H. Jourde. 2013. “A Review on Natural and Human-Induced Geohazards and Impacts in Karst.” Earth Science Review 138: 61–88. doi:10.1016/j.earscirev.2014.08.002.
  • Han, G., J. Chen, C. He, S. Li, H. Wu, A. Liao, and S. Peng. 2015. “A Web-Based System for Supporting Global Land Cover Data Production.” ISPRS Journal of Photogrammetry and Remote Sensing 103: 66–80. doi:10.1016/j.isprsjprs.2014.07.012.
  • Hofer, B. 2014. “Uses of Online Geoprocessing Technology in Analyses and Case Studies: A Systematic Analysis of Literature.” International Journal of Digital Earth 8: 901–917. doi:10.1080/17538947.2014.962632.
  • Hou, D., J. Chen, H. Wu, S. Li, F. Chen, and W. Zhang. 2015. “Active Collection of Land Cover Sample Data from Geo-Tagged Web Texts.” Remote Sensing 7 (5): 5805–5827. doi:10.3390/rs70505805.
  • Jørgensen, S. E. 2015. “Structurally Dynamic Models: A New Promising Model Type.” Environmental Earth Sciences, 74 (10): 7041–7048. doi:10.1007/s12665-015-4735-6.
  • Khan, Z., D. Ludlow, R. McClatchey, and A. Anjum. 2012. “An Architecture for Integrated Intelligence in Urban Management Using Cloud Computing.” Journal of Cloud Computing 1 (1): 1–14. doi:10.1186/2192-113X-1-1.
  • Krämer, M., and I. Senner. 2015. “A Modular Software Architecture for Processing of Big Geospatial Data in the Cloud.” Computers & Graphics 49: 69–81. doi:10.1016/j.cag.2015.02.005.
  • Laniak, G. F., G. Olchin, J. Goodall, A. Voinov, M. Hill, P. Glynn, G. Whelan, et al. 2013. “Integrated Environmental Modeling: A Vision and Roadmap for the Future.” Environmental Modelling & Software 39: 3–23. doi:10.1016/j.envsoft.2012.09.006.
  • Lartigau, J., X. Xu, L. Nie, and D. Zhan. 2015. “Cloud Manufacturing Service Composition Based on QoS with Geo-Perspective Transportation Using an Improved Artificial Bee Colony Optimisation Algorithm.” International Journal of Production Research 53: 4380–4404. doi:10.1080/00207543.2015.1005765.
  • Latu, K., N. Swain, S. Christensen, N. Jones, E. Nelson, and G. Williams. 2013. “Essential GIS Technologies for Hydrologic Simulation Applications in Cloud Computing.” World Environmental and Water Resources Congress 2013: 2758–2767. doi:10.1061/9780784412947.273.
  • Li, Y., J. Gong, Y. Song, Z. Liu, T. Ma, H. Liu, S. Shen, W. Li, and Y. Yu. 2015. “Design and Key Techniques of a Collaborative Virtual Flood Experiment that Integrates Cellular Automata and Dynamic Observations.” Environmental Earth Sciences 74 (10): 7059–7067. doi:10.1007/s12665-015-4716-9.
  • Li, S., C. Xiong, and Z. Ou. 2011. “A Web GIS for Sea Ice Information and an Ice Service Archive.” Transactions in GIS 15 (2): 189–211. doi:10.1111/j.1467-9671.2011.01250.x.
  • Li, H., Q. Zhu, X. Yang, and L. Xu. 2012. “Geo-Information Processing Service Composition for Concurrent Tasks: A QoS-Aware Game Theory Approach.” Computers & Geosciences 47: 46–59. doi:10.1016/j.cageo.2011.10.007.
  • Lin, H., M. Batty, S. E. Jørgensen, B. Fu, M. Konecny, A. Voinov, P. Torrens, et al. 2015. “Virtual Environments Begin to Embrace Process-Based Geographic Analysis.” Transactions in GIS 19 (4): 493–498. doi:10.1111/tgis.12167.
  • Lin, H., M. Chen, and G. Lu. 2013a. “Virtual Geographic Environment: A Workspace for Computer-Aided Geographic Experiments.” Annals of the Association of American Geographers 103 (3): 465–482. doi:10.1080/00045608.2012.689234.
  • Lin, H., M. Chen, G. Lu, Q. Zhu, J. Gong, X. You, Y. Wen, B. Xu, and M. Hu. 2013b. “Virtual Geographic Environments (VGEs): A New Generation of Geographic Analysis Tool.” Earth-Science Reviews 126: 74–84. doi:10.1016/j.earscirev.2013.08.001.
  • Luo, W., and A. M. MacEachren. 2014. “Geo-Social Visual Analytics.” Journal of Spatial Information Science 8: 27–66. doi:10.5311/JOSIS.2014.8.139.
  • Luo, W., P. Yin, Q. Di, F. Hardisty, and A. M. MacEachren. 2014. “A Geovisual Analytic Approach to Understanding Spatial–Social Relationships in the International Trade Network.” PLoS ONE 9 (2) e88666. doi:10.1371/journal.pone.0088666.
  • Matheus, A. 2013. “Security Considerations on Processing of Geospatial Information in the Cloud.” Computing for Geospatial Research and Application (COM. Geo), San Jose, July 22–24. doi:10.1109/COMGEO.2013.13.
  • Miller, H. J., and M. F. Goodchild. 2014. “Data-driven Geography.” Geo Journal 80 (4): 449–461. doi:10.1007/s10708-014-9602-6.
  • Müller, M. 2015. “Hierarchical Profiling of Geoprocessing Services.” Computers & Geosciences 82: 68–77. doi:10.1016/j.cageo.2015.05.017.
  • Müller, M., L. Bernard, and J. Brauner. 2010. “Moving Code in Spatial Data Infrastructures – Web Service Based Deployment of Geoprocessing Algorithms.” Transactions in GIS 14 (s1): 101–118. doi:10.1111/j.1467-9671.2010.01205.x.
  • Müller, M., L. Bernard, and D. Kadner. 2013. “Moving Code – Sharing Geoprocessing Logic on the Web.” ISPRS Journal of Photogrammetry and Remote Sensing 83: 193–203. doi:10.1016/j.isprsjprs.2013.02.011.
  • Parsons, M. A. 2011. “Making Data Useful for Modelers to Understand Complex Earth Systems.” Earth Science Informatics 4 (4): 197–223. doi:10.1007/s12145-011-0089-0.
  • Reichardt, M. 2010. “Open Standards-Based Geoprocessing Web Services Support the Study and Management of Hazard and Risk.” Geomatics, Natural Hazards and Risk 1 (2): 171–184. doi:10.1080/19475701003643458.
  • Schaeffer, B. 2008. “Towards a Transactional WPS (WPS-T).” In GI-Days 2008: Proceedings of the Sixth Geographic Information Days, edited by E. Pebesma, M. Bishr and T. Bartoschek, 91–116. Münster: Institut für Geoinformatik.
  • Shi, Y., A. Shortridge, and J. Bartholic. 2002. “Grid Computing For Real Time Distributed Collaborative Geoprocessing.” In Geospatial Theory, Processing and Applications (ISPRS Technical Commission IV Symposium), ISPRS, 197–208, July 9–12.
  • Skidmore, A., and P. Woodgate. 2012. “Digital Earth 2020: Towards the Vision for the Next Decade.” International Journal of Digital Earth 5 (1): 4–21. doi:10.1080/17538947.2011.638500.
  • Steiniger, S., and A. J. Hunter. 2012. “Free and Open Source GIS Software for Building a Spatial Data Infrastructure.” In Geospatial Free and Open Source Software in the Twenty-First Century, edited by E. Bocher and M. Neteler, 247–261. Heidelberg: Springer, LNG&C.
  • Thakker, S., J. Abdul, and M. B. Potdar. 2015. “GeoProcessing Workflow Models for Distributed Processing Frameworks.” International Journal of Computer Applications 113 (1): 33–38. doi:10.5120/19794-1574
  • Todorova, A., D. Syrakov, G. Gadjhev, G. Georgiev, K. G. Ganev, M. Prodanova, N. Miloshev, V. Spiridonov, A. Bogatchev, and K. Slavov. 2010. “Grid Computing for Atmospheric Composition Studies in Bulgaria.” Earth Science Informatics 3 (4): 259–282. doi:10.1007/s12145-010-0072-1.
  • Torrens, P. M. 2015. “Intertwining Agents and Environments.” Environmental Earth Sciences 74 (10): 7117–7131. doi:10.1007/s12665-015-4738-3.
  • Torrens, P. M., and A. McDaniel. 2013. “Modeling Geographic Behavior in Riotous Crowds.” Annals of the Association of American Geographers 103 (1): 20–46. doi:10.1080/00045608.2012.685047.
  • Tsai, W. T., X. Sun, and J. Balasooriya. 2010. “Service-Oriented Cloud Computing Architecture.” In Information Technology: New Generations (ITNG), 2010 Seventh International Conference, Las Vegas, April 12–14.
  • Veenendaal, B., S. Li, S. Dragicevic, and M. A. Brovelli. 2014. “Analytical Geospatial Digital Earth.” International Journal of Digital Earth, 7 (4): 253–255. doi:10.1080/17538947.2014.896967.
  • Wang, X., Z. Cheng, Z. Zhou, K. Ning, and L. Zhang. 2014. “Geospatial Web Service Sub-Chain Ranking and Recommendation.” In Services Computing (SCC), 2014 IEEE International Conference, Anchorage, June 27–July 2.
  • Wen, Y., M. Chen, G. Lu, H. Lin, L. He, and S. Yue. 2013. “Prototyping an Open Environment for Sharing Geographical Analysis Models on Cloud Computing Platform.” International Journal of Digital Earth 6 (4): 356–382. doi:10.1080/17538947.2012.716861.
  • Wu, H., L. You, Z. Gui, S. Gao, Z. Li, and J. Yu. 2014. “FAST: A Fully Asynchronous and Status-Tracking Pattern for Geoprocessing Services Orchestration.” Computers & Geosciences 70: 213–228. doi:10.1016/j.cageo.2014.06.005.
  • Wu, H., L. You, Z. Gui, K. Hu, and P. Shen. 2015. “GeoSquare: Collaborative Geoprocessing Models’ Building, Execution and Sharing on Azure Cloud.” Annals of GIS 21 (4): 287–300. doi:10.1080/19475683.2015.1098727.
  • Yang, C., M. Goodchild, Q. Huang, D. Nebert, R. Raskin, Y. Xu, M. Bambacusf, and D. Fay. 2011. “Spatial Cloud Computing: How Can the Geospatial Sciences Use and Help Shape Cloud Computing?” International Journal of Digital Earth 4 (4): 305–329. doi:10.1080/17538947.2011.587547.
  • Yang, C., Z. Xie, and Z. Xu. 2014. “An Asynchronous Geoprocessing Workflow and Its Application to an Antarctic Ozone Monitoring and Mapping Service.” International Journal of Digital Earth. Advance online publication: 1–15. doi:10.1080/17538947.2014.967318.
  • Yang, C., Y. Xu, and D. Nebert. 2013. “Redefining the Possibility of Digital Earth and Geosciences with Spatial Cloud Computing.” International Journal of Digital Earth, 6 (4): 297–312. doi:10.1080/17538947.2013.769783.
  • Yue, S., M. Chen, Y. Wen, and G. Lu. 2015a. “Service-Oriented Model-Encapsulation Strategy for Sharing and Integrating Heterogeneous Geo-Analysis Models in an Open Web Environment.” ISPRS Journal of Photogrammetry and Remote Sensing. doi:10.1016/j.isprsjprs.2015.11.002.
  • Yue, S., Y. Wen, M. Chen, G. Lu, D. Hu, and F. Zhang. 2015b. “A Data Description Model for Reusing, Sharing and Integrating Geo-Analysis Models.” Environmental Earth Sciences 74 (10): 7081–7099. doi:10.1007/s12665-015-4270-5.
  • Yue, P., H. Zhou, J. Gong, and L. Hu. 2013. “Geoprocessing in Cloud Computing Platforms – A Comparative Analysis.” International Journal of Digital Earth, 6 (4): 404–425. doi:10.1080/17538947.2012.748847.
  • Zhang, C., M. Chen, R. R. Li, C. Y. Fang, and H. Lin. 2015. “What's Going on About Geo-Process Modeling in Virtual Geographic Environments (VGEs).” Ecological Modelling 319: 147–154. doi:10.1016/j.ecolmodel.2015.04.023.
  • Zhang, C., T. Zhao, and W. Li. 2010. “The Framework of a Geospatial Semantic Web-Based Spatial Decision Support System for Digital Earth.” International Journal of Digital Earth 3 (2): 111–134. doi:10.1080/17538940903373803.
  • Zhao, P., T. Foerster, and P. Yue. 2012. “The Geoprocessing Web.” Computers & Geosciences 47: 3–12. doi:10.1016/j.cageo.2012.04.021.

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