Vision of Cyberinfrastructure for End-to-End Environmental Explorations (C4E4)
Publication: Journal of Hydrologic Engineering
Volume 14, Issue 1
Abstract
Holistic approaches are needed for understanding and addressing a wide range of environmental issues that require multidisciplinary studies of complex and interlocking systems. The writers’ vision of a cyberinfrastructure for end-to-end environmental exploration (C4E4) that combines data and modeling tools in an integrated environment across different spatial and temporal scales is presented. The overall goal behind C4E4 is to enable a broad environmental research and remediation community to address the challenges of environmental data management and integration in real-world settings. The St. Joseph Watershed in northern Indiana is chosen as a test bed in this effort. The C4E4 framework will allow researchers to combine heterogeneous data resources with state-of-the-art modeling and visualization tools through a user-friendly web portal. By engaging TeraGrid resources, C4E4 will have the computational resources to store, manipulate, and query large data sets, thereby facilitating new science. C4E4 will serve as a prototype, and provide valuable experience for scaling up to larger observatories at the national level. This paper presents the writers’ vision and goals, initial efforts, and briefly describes how C4E4 can benefit the environmental community.
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Acknowledgments
C4E4 project is supported by the National Science Foundation under Grant No. NSF0619086. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the writer(s) and do not necessarily reflect the views of the National Science Foundation.
References
Arabi, R. S., Govindaraju, R. S., Hantush, M. M., and Engel, B. (2006). “Role of watershed discretization on evaluation of long-term impact of best management practices on water quality.” J. Am. Water Resour. Assoc., 43(2), 513–528.
Baru, C., Moore, R., Rajasekar, A., and Wan, M. (1998). “The SDSC storage resource broker.” Proc., CASCON’98, Toronto.
Clendenon, C. J., and Beaty, J. E., eds. (1987). Water resource availability in the St. Joseph River Basin, Indiana, Assessment No. 87–1, D6 Division of Water Resources, Division of Water, Indianapolis.
CUAHSI. (2005). “Hydrologic information system status report version 1.0.” ⟨http://www.ncar.ucar.edu/cyber/cyberreport.pdf⟩ (Oct. 28, 2008).
Domenico, B., Caron, J., Davis, E., Kambic, R., and Nativi, S. (2002). “Thematic real-time environmental distributed data services, (THREDDS): Incorporating interactive analysis tools into NSDL.” J. Digital Inf., 2(4), 15–35.
Duris, J. W., Reeves, H. R., and Kiesler, J. L. (2004). “Atrazine concentrations in stream water and streambed sediment pore water in the St. Joseph and Galien River basins, Michigan and Indiana, May 2001–September 2003.” USGS, Washington, D.C., Open-File Rep. 2004-1326.
Engel, B., Lim, K. J., and Navulur, K. C. S. (2007). “The role of geographical information systems in groundwater engineering.”The handbook of groundwater engineering, J. W. Delleur, ed., CRC, New York, 30-1–30-17.
Flanagan, D. C., Livingston, S. J., Huang, C. H., and Warnemuende, E. A. (2003). “Runoff and pesticide discharge from agricultural watersheds in NE Indiana.” ASAE Paper No. 03-2006, American Society of Agricultural Engineers, St. Joseph, Mich.
Frey, J., Tannenbaum, T., Livny, M., Foster, I., and Tuecke, S. (2001). “Condor-G: A computation management agent for multi-institutional grids.” Cluster Compu., 5(3), 237–246.
Garry, V. F., Harkins, M. E., Erickson, L. L., Long-Simpson, L. K., Holland, S. E., and Burroughs, B. L. (2002). “Birth defects, season of conception, and sex of children born to pesticide applicators living in the Red River Valley of Minnesota, USA.” Environ. Health Perspect., 110(3), 441–449.
Goolsby, D. A., et al. (1999). “Flux and sources of nutrients in the Mississippi-Atchafalaya River Basin.” Topic 3 Rep. for the Integrated Assessment on Hypoxia in the Gulf of Mexico, NOAA Coastal Ocean Program Decision Analysis Series No. 17, NOAA Coastal Ocean Office, Silver Spring, Md.
Goolsby, D. A., Battaglin, W. A., Aulenbach, B. T., and Hooper, R. P. (2001). “Nitrogen input to the Gulf of Mexico.” J. Environ. Qual., 30(2), 329–336.
Greenlee, J. S., Arbuckle, A. R., and Chyou, P. H. (2003). “Risk factors for female infertility in an agricultural region.” Epidemiology, 13(4), 429–436.
Holtschlag, D. J., and Nicholas, J. R. (1998). “Indirect groundwater discharge to the Great Lakes.” Open-File Rep. No. 98-579, USGS, Washington, D.C.
National Center for Atmospheric Research (NCAR). (2003). “Cyberinfrastructure for environmental research and education.” Rep., NSF sponsored workshop, ⟨http://www.ncar.ucar.edu/cyber/cyberreport.pdf⟩ (Oct. 28, 2008).
National Science Foundation (NSF). (2006). “Sensors for environmental observatories.” ⟨www.nsf.gov⟩ (Oct. 28, 2008).
Neitsch, S. L., Arnold, J. G., Kiniry, J. R., Williams, J. R., and King, K. W. (2002). “Soil and water assessment tool theoretical documentation, version 2000.” Grassland, Soil and Water Research Laboratory, Agricultural Research Service, Temple, Tex.
Novotny, J., Russell, M., and Wehrens, O. (2004). “Gridsphere: A portal framework for building collaborations.” Concurrency Comput.: Pract. Exper., 16(5), 503–513.
Riley, K., Ebert, D., Hansen, C., and Levit, J. (2003). “Visually accurate multi-field weather visualization.” Proc., 14th IEEE Visualization Conf. (VIS’03), IEEE.
Riley, K., Ebert, D. S., Kraus, M., Tessendorf, J., and Hansen, C. (2004). “Efficient rendering of atmospheric phenomena.” Proc., Eurographics Symp. on Rendering 2004, Springer, 375–386.
Riley, K., Song, Y., Kraus, M., Levit, J., and Ebert, D. (2006). “Visualization of structured nonuniform grids.” IEEE Comput. Graphics Appl., 26(1), 24–33.
Sgouros, T. (2004). OPeNDAP user guide, version 1.14, ⟨http://www.opendap.org/user/guide-html/guide.html⟩.
U.S. EPA. (2000). “National primary drinking water regulation-regulated contaminants.” Title 40 Code of Federal Regulations, Part, 141, Subpart 0, App. A, 336–538.
USGS. (2000). “Nitrogen in the Mississippi Basin—Estimating sources and predicting flux to the Gulf of Mexico.” USGS Fact Sheet No. 135-00, Washington, D.C.
Zhao, L., et al. (2007). “Interweaving data and computation for end-to-end environmental exploration on the teraGrid.” Proc., TeraGrid 2007 Conf., Madison, Wis.
Zhao, L., Park, T., Kalyanam, R., Lee, W., and Goasguen, S. (2006), “Purdue multidisciplinary data management framework using SRB.” SRB Workshop, SDSC, San Diego.
Information & Authors
Information
Published In
Journal of Hydrologic Engineering
Volume 14 • Issue 1 • January 2009
Pages: 53 - 64
Copyright
© 2009 ASCE.
History
Received: Jun 13, 2007
Accepted: Apr 9, 2008
Published online: Jan 1, 2009
Published in print: Jan 2009
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