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Karen R. Ryberg
Statistician
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U.S. Geological Survey 821 E Interstate Ave Bismarck, ND 58503
Email: kryberg@usgs.gov Phone: (701) 250-7422 Fax: (701) 250-7492 |
Expertise/Projects/Research Interests:
- Statistical analysis of hydrologic data, including parametric and nonparametric trend analysis, regression analysis, and cluster analysis
- Data mining including automated data retrieval and analysis, outlier detection, and data cleaning
- Web access log analysis including usage patterns and trends, analysis of sessionized logs and navigation paths, data aggregation methods such as the Porter Stemming Algorithm
- Graphical presentation of scientific data
- R - Open Source Statistical Software
- Data munging - converting and processing large amounts of data for analysis and reporting
- Relational database creation and manipulation
- Social Media
Education:
- In progress, Doctorate of Philosophy, Environmental and Conservation Sciences - Environmental Science Track
North Dakota State University, Fargo, North Dakota
- The Honor Society of Phi Kappa Phi
- Master of Science, Statistics, 2006
Colorado State University, Fort Collins, Colorado
- Masters Project: Water-Quality Trend Analysis for the Devils Lake Basin, North Dakota, January 1965 through September 2003
- A.A.S, Computer Support Specialist, 2003
Bismarck State College, Bismarck, North Dakota
- B.A., Mathematics, 1995
Luther College, Decorah, Iowa
- The Phi Beta Kappa Society
- Pi Mu Epsilon - Honorary National Mathematics Society
- Graduate Certificate, Data Mining and Applications, 2008
Stanford University, Stanford, California
- Certificate, Management, 1996
University of Mary, Bismarck, North Dakota
Publications:
- Ryberg, K.R., Lin, W., Vecchia, A.V., online, 2012, Impact of climate variability on runoff in the north central United States: Journal of Hydrologic Engineering, doi: 10.1061/(ASCE)HE.1943-5584.0000775 http://dx.doi.org/10.1061/(ASCE)HE.1943-5584.0000775
- Ryberg, K.R. and Vecchia, A.V., 2012, waterData---An R package for retrieval, analysis, and anomaly calculation of
daily hydrologic time series data, version 1.0: U.S. Geological Survey Open-File Report 2012--1168, 8 p. -- URL http://pubs.usgs.gov/of/2012/1168/
- Hirsch, R.M. and Ryberg, K.R., online 2011, print 2012, Has the magnitude of floods across the USA changed with global CO2 levels? Hydrolological Sciences Journal, v. 57(1), http://www.tandfonline.com/doi/abs/10.1080/02626667.2011.621895 and http://www.usgs.gov/newsroom/article.asp?ID=3006
- Ryberg, K.R.; Vecchia, A.V.; Martin, J.D.; Gilliom, R.J., 2010, Trends in pesticide concentrations in urban streams in the United States, 1992-2008: U.S. Geological Survey Scientific Investigations Report 2010-5139, 101 p. -- URL http://pubs.usgs.gov/sir/2010/5139/
- Ryberg, K.R.; Emerson, D.G.; and Macek-Rowland, K.M., 2009, Solid precipitation measurement intercomparison in Bismarck, North Dakota, from 1988 through 1997: U.S. Geological Survey Scientific Investigations Report 2009–5180, 24 p. --URL http://pubs.usgs.gov/sir/2009/5180/.
- Ryberg, K.R.; Hiemenz, Gregory, 2009, Summary and analysis of water-quality data for the Arrowwood National Wildlife Refuge, east-central North Dakota, 1987-2004: U.S. Geological Survey Scientific Investigations Report 2009-5017, 92 p. -- URL http://pubs.er.usgs.gov/usgspubs/sir/sir20095017.
- Ryberg, K.R., 2008, PFReports: A program for systematic checking of annual peaks in NWISWeb: U.S. Geological Survey Open-File Report 2008-1284, 17 p. -- URL http://pubs.usgs.gov/of/2008/1284/.
- Ryberg, K.R., 2007, Continuous water-quality monitoring and regression analysis to estimate constituent concentrations and loads in the Sheyenne River, North Dakota, 1980-2006: U.S. Geological Survey Scientific Investigations Report 2007-5153, 22 p. -- URL http://pubs.usgs.gov/sir/2007/5153/.
- Ryberg, K.R., 2007, Summary and trend analysis of water-quality data for the Oakes Test Area, southeastern North Dakota, 1984-2004: U.S. Geological Survey Scientific Investigations Report 2007-5056, 118 p. -- URL http://pubs.usgs.gov/sir/2007/5056/.
- Ryberg, K.R.; Banse, T.A., 2007, Analysis of Central Region Water Science Center web access logs, August 1, 2006-July 31,2007: U. S. Geological Survey Internal Report, 15 vols, [variously paged].
- Ryberg, K.R.; Macek-Rowland, K.M.; Banse, T.A.; Wiche, G.J., 2007, A history of flooding in the Red River Basin: U.S. Geological Survey General Information Product 55, 1 sheet. -- URL http://pubs.usgs.gov/gip/2007/55/.
- Ryberg, K.R.; Macek-Rowland, K.M.; Wiche, G.J.; Klapprodt, L.A., 2007, 10th anniversary of the 1997 Red River flood: U.S. Geological Survey General Information Product 49, 1 sheet. -- URL http://pubs.water.usgs.gov/gip49/.
- Ryberg, K.R., 2006, Cluster Analysis of water-quality data for Lake Sakakawea, Audubon Lake, and McClusky Canal, Central North Dakota, 1990-2003: U.S. Geological Survey Scientific Investigations Report 2006-5202, 38 p. -- URL http://pubs.water.usgs.gov/sir2006-5202/.
- Ryberg, K.R., 2006, Continuous water-quality monitoring and regression analysis to estimate constituent concentrations and loads in the Red River of the North, Fargo, North Dakota, 2003-05: U.S. Geological Survey Scientific Investigations Report 2006-5241, 35 p. -- URL http://pubs.water.usgs.gov/SIR20065241.
- Ryberg, K.R.; Vecchia, A.V., 2006, Water-quality trend analysis and sampling design for the Devils Lake Basin, North Dakota, January 1965 through September 2003: U.S. Geological Survey Scientific Investigations Report 2006-5238, 64 p. -- URL http://pubs.usgs.gov/sir/2006/5238/.
- Ryberg, K.R.; Damschen, W.C.; Vecchia, A.V., 2005, Graphical user interface for accessing water-quality data for the Devils Lake Basin, North Dakota: U.S. Geological Survey Open-File Report 2005-1419, 15 p. -- URL http://pubs.water.usgs.gov/ofr20051419.
- Macek-Rowland, K.M.; Arntson, A.D.; Ryberg, K.R.; Dahl, A.L.; Leib, A., 2004, Water-use data for the Red River of the North Basin, North Dakota, Minnesota, and South Dakota, 1979-2001: U.S. Geological Survey Open-File Report 2004-1308, 255 p. -- URL http://pubs.water.usgs.gov/ofr20041308/.
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