CyberGIS Center for Advanced Digital and Spatial Studies Geospatial Discovery and Innovation in the Era of Big Data and Compute Shaowen Wang CyberGIS Center for Advanced Digital and Spatial Studies CyberInfrastructure and Geospatial Information Laboratory Department of Geography and Geographic Information Science (Primary) Department of Computer Science Department of Urban and Regional Planning Graduate School of Library and Information Science National Center for Supercomputing Applications University of Illinois at Urbana-Champaign NRC BESR Spring Meeting April 29, 2015, Washington, DC CyberGIS Center for Advanced Digital and Spatial Studies ‘Big’ is a fuzzy and relative term! Image source: http://twitpic.com/aylq47 2 CyberGIS Center for Advanced Digital and Spatial Studies Business is Unusual! • • • • • Cyberinfrastructure Computation Statistics Intelligence Geospatial data o Access, granularity, purpose, privacy, quality, resolution, scale, security, speed, uncertainty, etc. 3 CyberGIS Center for Advanced Digital and Spatial Studies Earth Data Science Geo & Human Sciences Big Data & Compute 4 CyberGIS Center for Advanced Digital and Spatial Studies Geospatial Drivers for Earth Data Science Wright, D.J. and Wang, S. 2011. “The Emergence of Spatial Cyberinfrastructure.” Proceedings of the National Academy of Sciences, 108 (14): 5488–5491 5 CyberGIS Center for Advanced Digital and Spatial Studies Big Data Big Compute rGIS e b y C Big Collaboration Big Problems • • • • • Wang, S. (2010) “A CyberGIS Framework for the Synthesis of Cyberinfrastructure, GIS, and Spatial Analysis”. Annals of the Association of American Geographers, 100(3): 535-557 Wright, D.J. and Wang, S. (2011) “The Emergence of Spatial Cyberinfrastructure”. Proceedings of the National Academy of Sciences, 108 (14): 5488–5491 Wang, S., Wilkins-Diehr, N. R., and Nyerges, T. L. (2012) “CyberGIS – Toward Synergistic Advancement of Cyberinfrastructure and GIScience: A Workshop Summary”. Journal of Spatial Information Science, 4: 125-148 Wang, S. (2013) “CyberGIS: Blueprint for Integrated and Scalable Geospatial Software Ecosystems”. International Journal of Geographical Information Science, 27(11): 2119-2121 Liu, Y.Y., Padmanabhan, A., and Wang, S. (2015) “CyberGIS Gateway for Enabling Data-Rich Geospatial Research and Education”. Concurrency and Computation: Practice and Experience, 27(2): 395-40 6 CyberGIS Center for Advanced Digital and Spatial Studies 7 CyberGIS Center for Advanced Digital and Spatial Studies Collaborative Work by David Tarboton, Yan Liu, and Shaowen Wang 8 CyberGIS Center for Advanced Digital and Spatial Studies Leetaru, K., Wang, S., Cao, G., Padmanabhan, A., Shook, E. 2013. “Mapping the Global Twitter Heartbeat: The Geography of Twitter.” First Monday, 18(5), http://firstmonday.org/article/view/4366/3654. 9 CyberGIS Center for Advanced Digital and Spatial Studies Collaborative Work by Hao Hu, Tao Lin, Yan Liu, Luis F. Rodríguez, and Shaowen Wang 10 CyberGIS Center for Advanced Digital and Spatial Studies ROGER Supercomputer (Resourcing Open Geospatial Education and Research) for Advancing Earth Data Science @ Scale • ~7 petabytes of raw disk storage with high input/output (I/O) bandwidth • Solid-state drives for applications demanding high dataaccess performance • Advanced graphics processing units for exploiting massive parallelism in geospatial data and computing • Interactive visualization supported with a high-speed network and dynamically provisioned cloud computing resource NSF MRI: Acquisition of a National CyberGIS Facility for Computing- and Data-Intensive Geospatial Research and Education 11 CyberGIS Center for Advanced Digital and Spatial Studies Geospatial Discovery and Innovation CyberGIS Toolkit CyberGIS Gateway GISolve Middleware R O G E R www.ncsa.illinois.edu/ BlueWaters/ www.opensciencegrid.org http://cybergis.illinois.edu www.xsede.org 12 CyberGIS Center for Advanced Digital and Spatial Studies NSF CyberGIS Software Project $4.43 million, Year: 2010-2015 Principal Investigator – Shaowen Wang Chair of the Science Advisory Committee – Michael Goodchild Co-Principal Investigators – Luc Anselin – Budhendra Bhaduri – Timothy Nyerges – Nancy Wilkins-Diehr Project Manager – Anand Padmanabhan Senior Personnel – Michael Goodchild – Sergio Rey – Xuan Shi – Marc Snir – E. Lynn Usery Project Staff – ASU: Wenwen Li and Rob Pahle – ORNL: Ranga Raju Vatsavai – SDSC: Choonhan Youn – UIUC: Yan Liu and Anand Padmanabhan – Graduate and undergraduate students Industrial Partner: Esri – Steve Kopp and Dawn Wright 13 CyberGIS Center for Advanced Digital and Spatial Studies 14 CyberGIS Center for Advanced Digital and Spatial Studies Science of CyberGIS • Integration o o o o Science of Data Science of complex systems Science of information Science of computation • Interoperability • Scalability • Reliability o Quality of services • Accessibility o User interfaces • Reproducibility 15 CyberGIS Center for Advanced Digital and Spatial Studies Frontiers and Future Directions • Dynamics • Processes • Intelligence • Geospatial connectivity 16 CyberGIS Center for Advanced Digital and Spatial Studies National Data Service Consortium Seidel et al. 2014 17 CyberGIS Center for Advanced Digital and Spatial Studies Mission: Empower advanced digital and spatial studies through innovation of CyberGIS technologies and applications Key Application Domains: Agriculture and Food, Disaster and Emergency, Earth and Environment, Energy and Water Resources, and Health and Wellness 18 CyberGIS Center for Advanced Digital and Spatial Studies CyberGIS Center’s Contributing Units n n n n n n n n n n College of Agricultural, Consumer and Environmental Sciences College of Engineering College of Liberal Arts and Sciences Department of Civil and Environmental Engineering Department of Geography and Geographic Information Science Graduate School of Library and Information Science National Center for Supercomputing Applications Office of the Vice Chancellor for Research Prairie Research Institute School of Earth, Society, and Environment 19 CyberGIS Center for Advanced Digital and Spatial Studies CyberGIS Fellows 20 CyberGIS Center for Advanced Digital and Spatial Studies Acknowledgments n Federal Agencies National Science Foundation – ACI-1443080 – ACI-1429699 – ACI-1047916 – BCS-0846655 – EAR-1239603 – IIS-1354329 – PHY-0621704 – PHY-1148698 – TeraGrid/XSEDE SES070004 n US Geological Survey (USGS) n n Industry n Environmental Systems Research Institute (Esri) 21 CyberGIS Center for Advanced Digital and Spatial Studies Thanks! • Comments / Questions? • Email: shaowen@illinois.edu 22