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Scientific-Investigations Report 2010–5201

Empirical Models of Wind Conditions on Upper Klamath Lake, Oregon

References Cited

Bureau of Reclamation, 1997, AgriMet Weather Data—Pacific Northwest cooperative agricultural weather network: Bureau of Reclamation, accessed July 2, 2010, at http://www.usbr.gov/pn/agrimet/wxdata.html.

Cannon, A.J., and Whitfield, P.H., 2001, Modeling transient pH depressions in coastal streams of British Columbia using neural networks: Journal of the American Water Resources Association, v. 37, issue 1, p. 73–89.

Conrads, P.A., and Roehl, E.A., 1999, Comparing physics-based and neural network models for simulating salinity, temperature, and dissolved oxygen in a complex, tidally affected river basin: Proceedings of the 1999 South Carolina Environmental Conference, Myrtle Beach, S.C., March 15–16, 1999. (Also available at http://smig.usgs.gov/features_0399/nnm1.html/.)

Conrads, P.A., Roehl, E.A., Daamen, R.C., and Kitchens, W.M., 2006, Simulation of water levels and salinity in the rivers and tidal marshes in the vicinity of the Savannah National Wildlife Refuge, Coastal South Carolina and Georgia: U.S. Geological Survey, Scientific Investigations Report 2006-5187, 134 p. (Also available at http://pubs.usgs.gov/sir/2006/5187/.)

Conrads, P.A., and Roehl, E.A., Jr., 2007, Analysis of salinity intrusion in the Waccamaw River and the Atlantic Intracoastal Waterway near Myrtle Beach, South Carolina, 1995–2002: U.S. Geological Survey Scientific Investigations Report 2007-5110, 41 p. (Also available at http://pubs.usgs.gov/sir/2007/5110/.)

Friedman, J.H., 1991, Multivariate Adaptive Regressive Splines: Annals of Statistics, v. 19, no. 1, p. 1-67, accessed September 7, 2010, at http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.aos/1176347963/.

Gartner, J.W., Wellman, R.E., Wood, T.M., and Cheng, R.T., 2007, Water velocity and suspended solids measurements by in-situ instruments in Upper Klamath Lake, Oregon: U.S. Geological Survey Open-File Report 2007-1279, 136 p. (Also available at http://pubs.usgs.gov/of/2007/1279/.)

Hoilman, G.R., Lindenberg, M.K., and Wood, T.M., 2008, Water quality conditions in Upper Klamath and Agency Lakes, Oregon, 2005: U.S. Geological Survey Scientific Investigations Report 2008–5026, 44 p. (Also available at http://pubs.usgs.gov/sir/2008/5026/.)

Ibanez, Frederic, Grosjean, Philippe, and Etienne, Michele, 2009, Pastecs—Package for analysis of space-time ecological series, R package version 1.3–10, accessed May 13, 2010, at http://CRAN.R-project.org/package=pastecs.

Kann, Jacob, and Welch, E.B., 2005, Wind control on water quality in shallow, hypereutrophic Upper Klamath Lake, Oregon: Lake and Reservoir Management, v. 21, no. 2, p. 149–158.

Kretzschmar, Ralf, Eckert, Pierre, Cattani, Daniel, and Eggiman, Fritz, 2004, Neural network classifiers for local wind prediction: Journal of Applied Meteorology, v. 43, p. 727–738.

Kulkarni, M.A., Patil, Sunil, Rama, G.V., and Sen, P.N., 2008, Wind speed prediction using statistical regression and neural network: Journal of Earth System Science, v. 117, no. 4, p. 457–463.

Laenen, Antonius, and LeTourneau, A.P., 1996, Upper Klamath basin nutrient-loading study—Estimate of wind-induced resuspension of bed sediment during periods of low lake elevation: U.S. Geological Survey Open-File Report 95-414, 11 p.

Lindenberg, M.K., Hoilman, G.R., and Wood, T.M., 2009, Water quality conditions in Upper Klamath and Agency Lakes, Oregon, 2006: U.S. Geological Survey Scientific Investigations Report 2008-5201, 54 p. (Also available at http://pubs.usgs.gov/sir/2008/5201/.)

Milborrow, Stephen, 2009, “Earth—Multivariate adaptive regression spline models” R package version 2.3-5 (derived from mda:mars by Trevor Hastie and Robert Tibshirani), accessed August 24, 2009, at http://cran.r-project.org/web/packages/earth/index.html.

National Oceanic and Atmospheric Administration, [n.d.], NNDC climate data online: National Oceanic and Atmospheric Administration, accessed April 16, 2010, at http://www7.ncdc.noaa.gov/CDO/cdo.

National Weather Service, 1998, Automated surface observing system (ASOS), user’s guide: Silver Springs, Md., National Oceanic and Atmospheric Administration, National Weather Service, 56 p., accessed August 2, 2010, at http://www.nws.noaa.gov/asos/aum-toc.pdf.

Rajaee, Taher, Mirbagheri, S.A., Zounemat-Kermani, Mohammad, Nourani, Vahid, 2009, Daily suspended sediment concentration simulation using ANN and neuro-fuzzy models: Science of the Total Environment, v. 407, issue 17, p. 4916–4927.

Risley, J.C., Roehl, E.A., and Conrads, P.A., 2003, Estimating water temperatures in small streams in western Oregon using neural network models: U.S. Geological Survey Water-Resources Investigations Report 02-4218, 59 p. (Available at http://pubs.usgs.gov/wri/wri024218/.)

Rounds, S.A., 2002, Development of a neural network model for dissolved oxygen in the Tualatin River, Oregon, in Proceedings of the Second Federal Interagency Hydrologic Modeling Conference, Las Vegas, Nevada, July 29–August 1, 2002: Subcommittee on Hydrology of the Interagency Advisory Committee on Water Information, 13 p., accessed July 6, 2010, at http://or.water.usgs.gov/tualatin/ann_proceedings.pdf.

Shamseldin, A.Y., 1997, Application of a neural network technique to rainfall-runoff modeling: Journal of Hydrology, v. 199, p. 272–294.

Venables, W.N., and Ripley, B.D., 2002, Modern applied statistics with S, 4th ed.: Springer-Verlag, New York, 495 p.

Weglarczyk, Stanislaw, 1998, The interdependence and applicability of some statistical quality measures for hydrological models: Journal of Hydrology, v. 206, p. 98–103.

Wood, T.M., Hoilman, G.R., and Lindenberg, M.K., 2006, Water-quality conditions in Upper Klamath Lake, Oregon, 2002–04: U.S. Geological Survey Scientific Investigations Report 2006-5209, 52 p. (Also available at http://pubs.usgs.gov/sir/2006/5209/.)

Wood, T.M., 2009, Preliminary study of the effect of the proposed Long Lake Valley Project operation on the transport of larval suckers in Upper Klamath Lake, Oregon: U.S. Geological Survey Open-File Report 2009-1060, 24 p. (Also available at http://pubs.usgs.gov/of/2009/1060/.)

Wood, T.M., Cheng, R.T., Gartner, J.W., Hoilman, G.R., Lindenberg, M.K., and Wellman, R.E., 2008, Modeling hydrodynamics and heat transport in Upper Klamath Lake, Oregon, and implications for water quality: U.S. Geological Survey Scientific Investigations Report 2008–5076, 48 p. (Also available at http://pubs.usgs.gov/sir/2008/5076/.)

First posted October 27, 2010

For additional information contact:
Director, Oregon Water Science Center
U.S. Geological Survey
2130 SW 5th Avenue
Portland, Oregon 97201
http://or.water.usgs.gov

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