Bridging open source tools and Geoportals for interactive spatial data analytics

References

• Adam, N. R., B. Shafiq, and R. Staffin. 2012. “Spatial Computing and Social Media in the Context of Disaster Management.” IEEE Intelligent Systems 27 (6): 90–96. doi:10.1109/MIS.2012.113.
   Web of Science ®Google Scholar
• Ahlers, D., and S. Boll. 2008. “Urban Web Crawling.” Proceedings of the first international workshop on Location and the web, Beijing, China, April 22.
   Google Scholar
• Andrienko, G., N. Andrienko, U. Demsar, D. Dransch, J. Dykes, S. I. Fabrikant, M. Jern, M. J. Kraak, H. Schumann, and C. Tominski. 2010. “Space, Time and Visual Analytics.” International Journal of Geographical Information Science 24 (10): 1577–1600. doi:10.1080/13658816.2010.508043.
   Web of Science ®Google Scholar
• Anselin, L. 1991. “SpaceStat, a software program for analysis of spatial data.” Technical report. Santa Barbara: National Center for Geographic Information and Analysis (NCGIA), University of California.
   Google Scholar
• Anselin, L. 2010. “Thirty Years of Spatial Econometrics.” Papers in Regional Science 89 (1): 3–25. doi:10.1111/pirs.2010.89.issue-1.
   Web of Science ®Google Scholar
• Anselin, L. 2012. “From SpaceStat to CyberGIS: Twenty Years of Spatial Data Analysis Software.” International Regional Science Review 35 (2): 131–157. doi:10.1177/0160017612438615.
   Web of Science ®Google Scholar
• Anselin, L., I. Syabri, and Y. Kho. 2006. “GeoDa: An Introduction to Spatial Data Analysis.” Geographical Analysis 38 (1): 5–22. doi:10.1111/gean.2006.38.issue-1.
   Web of Science ®Google Scholar
• Anselin, L., Y. W. Kim, and I. Syabri. 2004. “Web-based Analytical Tools for the Exploration of Spatial Data.” Journal of Geographical Systems 6 (2): 197–218. doi:10.1007/s10109-004-0132-5.
   Google Scholar
• Bivand, R. 2011. “Geocomputation and Open Source Software: Components and Software Stacks.” NHH Dept. Of Economics Discussion Paper 23.
   Google Scholar
• Fan, J., F. Han, and H. Liu. 2014. “Challenges of Big Data Analysis.” National Science Review 1 (2): 293–314. doi:10.1093/nsr/nwt032.
   PubMed Web of Science ®Google Scholar
• Frew, J., and R. Bose. 2001. “Earth System Science Workbench: A Data Management Infrastructure for Earth Science Products.” Proceedings Thirteenth International Conference on Scientific and Statistical Database Management. SSDBM 2001, 180–189. Fairfax, VA, USA, August.
   Google Scholar
• Gandomi, A., and M. Haider. 2015. “Beyond the Hype: Big Data Concepts, Methods, and Analytics.” International Journal of Information Management 35 (2): 137–144. doi:10.1016/j.ijinfomgt.2014.10.007.
   Web of Science ®Google Scholar
• Gao, S., Y. Liu, Y. Wang, and X. Ma. 2013. “Discovering Spatial Interaction Communities from Mobile Phone Data.” Transactions in GIS 17 (3): 463–481. doi:10.1111/tgis.12042.
   Web of Science ®Google Scholar
• Geiß, J., A. Spitz, J. Strötgen, and M. Gertz. 2015. “The Wikipedia Location Network: Overcoming Borders and Oceans.” Proceedings of the 9th workshop on geographic information retrieval, Paris, France, November 26–27.
   Google Scholar
• Hawelka, B., I. Sitko, E. Beinat, S. Sobolevsky, P. Kazakopoulos, and C. Ratti. 2014. “Geo-located Twitter as Proxy for Global Mobility Patterns.” Cartography and Geographic Information Science 41 (3): 260–271. doi:10.1080/15230406.2014.890072.
   PubMed Web of Science ®Google Scholar
• Hoffart, J., F. M. Suchanek, K. Berberich, and G. Weikum. 2013. “YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia.” Artificial Intelligence 194: 28–61. doi:10.1016/j.artint.2012.06.001.
   Web of Science ®Google Scholar
• Husain, S. S., A. Kalinin, A. Truong, and I. D. Dinov. 2015. “SOCR Data Dashboard: An Integrated Big Data Archive Mashing Medicare, Labor, Census and Econometric Information.” Journal of Big Data 2 (1): 13. doi:10.1186/s40537-015-0018-z.
   PubMedGoogle Scholar
• Li, X., L. Anselin, and J. Koschinsky. 2015. “GeoDa Web: Enhancing Web-based Mapping with Spatial Analytics.” In Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 94. Seattle, Washington, November 3–6.
   Google Scholar
• Lin, J., and X. Li. 2015. “Simulating Urban Growth in a Metropolitan Area Based on Weighted Urban Flows by Using Web Search Engine.” International Journal of Geographical Information Science 29 (10): 1721–1736. doi:10.1080/13658816.2015.1034721.
   Web of Science ®Google Scholar
• Liu, Y., F. Wang, C. Kang, Y. Gao, and Y. Lu. 2014. “Analyzing Relatedness by Toponym Co-Occurrences on Web Pages.” Transactions in GIS 18: 89–107. doi:10.1111/tgis.2014.18.issue-1.
   Web of Science ®Google Scholar
• Louail, T., M. Lenormand, O. G. C. Ros, M. Picornell, R. Herranz, E. Frias-Martinez, J. J. Ramasco, and M. Barthelemy. 2014. “From Mobile Phone Data to the Spatial Structure of Cities.” Scientific Reports 4: 5276. doi:10.1038/srep05276.
   PubMed Web of Science ®Google Scholar
• Luo, F., G. Cao, K. Mulligan, and X. Li. 2016. “Explore Spatiotemporal and Demographic Characteristics of Human Mobility via Twitter: A Case Study of Chicago.” Applied Geography 70: 11–25. doi:10.1016/j.apgeog.2016.03.001.
   Web of Science ®Google Scholar
• MacEachren, A. M., S. Crawford, M. Akella, and G. Lengerich. 2008. “Design and Implementation of a Model, Web-based, GIS-Enabled Cancer Atlas.” The Cartographic Journal 45: 246–260. doi:10.1179/174327708X347755.
   Web of Science ®Google Scholar
• Maguire, D. J., and P. A. Longley. 2005. “The Emergence of Geoportals and Their Role in Spatial Data Infrastructures.” Computers, Environment and Urban Systems 29: 3–14. doi:10.1016/S0198-9715(04)00045-6.
   Google Scholar
• Rey, S. J. 2009. “Show Me the Code: Spatial Analysis and Open Source.” Journal of Geographical Systems 11: 191–207. doi:10.1007/s10109-009-0086-8.
   Web of Science ®Google Scholar
• Rey, S. J., and L. Anselin. 2010. “PySAL: A Python Library of Spatial Analytical Methods.” In Handbook of Applied Spatial Analysis, edited by M. M. Fischer and A. Getis. 175–193. Berlin, Heidelberg: Springer.
   Google Scholar
• Rey, S. J., L. Anselin, X. Li, R. Pahle, J. Laura, W. Li, and J. Koschinsky. 2015. “Open Geospatial Analytics with PySAL.” ISPRS International Journal of Geo-Information 4: 815–836. doi:10.3390/ijgi4020815.
   Web of Science ®Google Scholar
• Shao, J., G. Kuk, S. Anand, J. G. Morley, M. J. Jackson, and T. Mitchell. 2012. “Mapping Collaboration in Open Source Geospatial Ecosystem.” Transactions in GIS 16: 581–597. doi:10.1111/j.1467-9671.2012.01305.x.
   Web of Science ®Google Scholar
• She, B., X. Zhu, and S. Bao. 2011. “June. Urban and Regional Explorer with Spatial Intelligence.” 2011 19th International Conference on Geoinformatics, Shanghai, China, June 24–26.
   Google Scholar
• Shelton, T., A. Poorthuis, and M. Zook. 2015. “Social Media and the City: Rethinking Urban Socio-spatial Inequality Using User-generated Geographic Information.” Landscape and Urban Planning 142: 198–211. doi:10.1016/j.landurbplan.2015.02.020.
   Web of Science ®Google Scholar
• Sinnott, R. O., G. Galang, M. Tomko, and R. Stimson 2011. "Towards an e-infrastructure for urban research across Australia." 2011 IEEE Seventh International Conference on eScience, 295–302. Stockholm, Sweden. doi:10.1109/eScience.2011.48
   Google Scholar
• Steiger, E., R. Westerholt, B. Resch, and A. Zipf. 2015. “Twitter as an Indicator for Whereabouts of People? Correlating Twitter with UK Census Data.” Computers, Environment and Urban Systems 54: 255–265. doi:10.1016/j.compenvurbsys.2015.09.007.
   Web of Science ®Google Scholar
• Steiniger, S., and A. J. Hunter. 2013. “The 2012 Free and Open Source GIS Software map–A Guide to Facilitate Research, Development, and Adoption.” Computers, Environment and Urban Systems 39: 136–150. doi:10.1016/j.compenvurbsys.2012.10.003.
   Web of Science ®Google Scholar
• Takatsuka, M., and M. Gahegan. 2002. “GeoVISTA Studio: A Codeless Visual Programming Environment for Geoscientific Data Analysis and Visualization.” Computers & Geosciences 28: 1131–1144. doi:10.1016/S0098-3004(02)00031-6.
   Web of Science ®Google Scholar
• Tomko, M., G. Galang, C. Bayliss, J. Koetsier, P. Greenwood, W. Voorsluys, D. Mannix, et al. 2019. “Designing Adaptable Spatial Cyberinfrastructure for Urban eResearch.” In CyberGIS for Geospatial Discovery and Innovation, edited by S. Wang and M. F. Goodchild. 53–69. Dordrecht: Springer.
   Google Scholar
• Yang, C., R. Raskin, M. Goodchild, and M. Gahegan. 2010. “Geospatial Cyberinfrastructure: Past, Present and Future.” Computers, Environment and Urban Systems 34: 264–277. doi:10.1016/j.compenvurbsys.2010.04.001.
   Web of Science ®Google Scholar
• Zhu, X., B. She, W. Guo, S. Bao, and D. Chen. 2015. “Integrating Spatial Data Linkage and Analysis Services in a Geoportal for C Hina Urban Research.” Transactions in GIS 19: 107–128. doi:10.1111/tgis.2015.19.issue-1.
   Web of Science ®Google Scholar