Technical Papers
Mar 3, 2017

Reliability-Based Design Snow Loads. I: Site-Specific Probability Models for Ground Snow Loads

Publication: Journal of Structural Engineering
Volume 143, Issue 7

Abstract

This paper describes a new method for fitting probability distributions for modeling annual maximum ground snow loads for use in structural design. These probability models are intended for use in reliability assessments to determine reliability-targeted ground snow loads, as described in the companion paper. The proposed method emphasizes the upper tail of the distributions, because the upper tail is most critical for the reliability assessment and for determination of design loads. A combination of site-specific and region of influence approaches results in annual maximum snow load distributions whose magnitudes are consistent with historical data observed at the site of interest but with upper tail shapes that are informed by historical snow records at a number of similar sites. Clusters of sites with similar snow accumulation patterns are utilized to improve the definition of the snow load distribution at sites in the cluster.

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Acknowledgments

This paper summarizes work done by the Structural Engineers Association of Colorado Snow Loads Committee. Other members of the committee have contributed extensively to the study, including Richard Cunningham and Robert Pattillo. The contributions of Michael DePaolo are also gratefully acknowledged. Support for this work also was provided by J. R. Harris & Co.; this support is gratefully acknowledged.

References

ASCE. (2010). “Minimum design loads for buildings and other structures.” ASCE/SEI 7–10, Reston, VA.
Blanchet, J., and Davison, A. C. (2011). “Spatial modeling of extreme snow depth.” Ann. Appl. Stat., 5(3), 1699–1725.
Blanchet, J., and Lehning, M. (2010). “Mapping snow depth return levels: Smooth spatial modeling versus station interpolation.” Hydrol. Earth Syst. Sci., 14(12), 2527–2544.
BSI (British Standards Institution). (2003). “Eurocode 1: Actions on structures. I–3: General actions—Snow loads.”, London.
Burn, D. H. (1990). “An appraisal of the “region of influence” approach to flood frequency analysis.” Hydrol. Sci. J., 35(2), 149–165.
DePaolo, M. (2013). “A proposal for a unified process to improve probabilistic ground snow loads in the United States using SNODAS modeled weather station data.” M.S. thesis, Univ. of Colorado Boulder, Boulder, CO.
Durmaz, M., and Daloğlu, A. T. (2006). “Frequency analysis of ground snow data and production of the snow load map using geographic information system for the Eastern Black Sea region of Turkey.” J. Struct. Eng., 1166–1177.
Ellingwood, B. (1981). “Wind and snow load statistics for probabilistic design.” J. Struct. Div., 107(7), 1345–1350.
Ellingwood, B., and Redfield, R. (1983). “Ground snow loads for structural design.” J. Struct. Eng., 950–964.
Harding, J. P. (1949). “The use of probability paper for the graphical analysis of polymodal frequency distributions.” J. Mar. Biol. Assoc. U.K., 28(1), 141–153.
Hong, H. P., and Ye, W. (2014). “Analysis of extreme of ground snow loads for Canada using snow depth records.” Nat. Hazards, 73(2), 355–371.
Jonas, T., Marty, C., and Magnusson, J. (2009). “Estimating the snow water equivalent from snow depth measurements in the Swiss Alps.” J. Hydrol., 378(1–2), 161–167.
Lee, K. H., and Rosowsky, D. V. (2005). “Site-specific snow load models and hazard curves for probabilistic design.” Nat. Hazard. Rev., 6(3), 109–120.
Liel, A., DeBock, D. J., Harris, J. R., Ellingwood, B. R., and Torrents, J. M. (2017). “Reliability-based design snow loads. II: Reliability assessment and mapping procedures.” J. Struct. Eng., 04017047.
Luco, N., Ellingwood, B. R., Hamburger, R. O., Hooper, J. D., Kimball, J. K., and Kircher, C. A. (2007). “Risk-targeted versus current seismic design maps for the conterminous United States.” Proc., SEAOC 2007 Convention, Structural Engineers Association of California, Structural Engineers Association of California, Sacramento, CA.
MacQueen, J. (1967). “Some methods for classification and analysis of multivariate observations.” Proc., 5th Berkeley Symp. on Mathematical Statistics and Probability, University of California Press, Berkeley, CA, 281–297.
Ministry of Housing and Urban-Rural Development of the People’s Republic of China. (2012). “Load code for the design of building structures.”, China Architecture & Building Press, Beijing (in Chinese).
Mo, H. M., Fan, F., and Hong, H. P. (2015). “Snow hazard estimation and mapping for a province in northeast China.” Nat. Hazards, 77(2), 543–558.
Montgomery, D. C., and Runger, G. C. (2007). Applied statistics and probability for engineers, 4th Ed., Wiley, Hoboken, NJ.
Newark, M. J., Welsh, L. E., Morris, R. J., and Dnes, W. V. (1989). “Revised ground snow loads for the 1990 National Building Code of Canada.” Can. J. Civ. Eng., 16(3), 267–278.
NRCC (National Research Council of Canada). (2010). “National building code of Canada.” Institute for Research in Construction, Ottawa.
NRCS (Natural Resources Conservation Service). (2015). “National water and climate center.” ⟨http://www.wcc.nrcs.usda.gov/snow/⟩ (Mar. 17, 2015).
NWS (National Weather Service). (2015). ⟨http://www.weather.gov⟩ (Mar. 2015).
SEAC (Structural Engineers Association of Colorado). (2007). “Colorado ground snow loads.” Snow Load Committee, Lakewood, CO.
SEAC (Structural Engineers Association of Colorado). (2016). “Colorado design snow loads.” Snow Load Committee, Lakewood, CO.
Sturm, M., Taras, B., Liston, G., Derksen, C., and Lea, J. (2010). “Estimating snow water equivalent using snow depth data and climate classes.” J. Hydrometeorol., 11(6), 1380–1394.
Tobiasson, W., and Greatorex, A. (1997). “Database and methodology for conducting site specific snow load case studies for the United States.” Proc., 3rd Int. Conf. on Snow Engineering, Izumi, I., Nakamura, T., and Sack, R. L., eds., A.A. Balkema, Rotterdam, Netherlands, 249–256.
WRCC (Western Regional Climate Center). (2015). “Recent climate in the West.” ⟨http://www.wrcc.dri.edu/⟩ (Mar. 2015).

Information & Authors

Information

Published In

Go to Journal of Structural Engineering
Journal of Structural Engineering
Volume 143Issue 7July 2017

History

Received: Jan 4, 2016
Accepted: Oct 24, 2016
Published online: Mar 3, 2017
Published in print: Jul 1, 2017
Discussion open until: Aug 3, 2017

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Authors

Affiliations

D. Jared DeBock, Ph.D., M.ASCE [email protected]
P.E.
Assistant Professor, Dept. of Civil Engineering, California State Univ., Chico, CA 95929 (corresponding author). E-mail: [email protected]
Abbie B. Liel, Ph.D., M.ASCE [email protected]
P.E.
Associate Professor, Dept. of Civil, Environmental, and Architectural Engineering, Univ. of Colorado, Boulder, CO 80309. E-mail: [email protected]
James R. Harris, Ph.D., F.ASCE
P.E.
Principal, J. R. Harris and Company, 775 Sherman St. #2000, Denver, CO 80203.
Bruce R. Ellingwood, Ph.D., Dist.M.ASCE
P.E.
Professor, Dept. of Civil and Environmental Engineering, Colorado State Univ., Fort Collins, CO 80523.
Jeannette M. Torrents [email protected]
P.E.
Associate, JVA Incorporated, 1319 Spruce St., Boulder, CO. E-mail: [email protected]

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