Wave climatology in the Apostle Islands, Lake Superior
dc.contributor.author | Anderson, Joshua D. | en_US |
dc.contributor.author | Wu, Chin H. | en_US |
dc.contributor.author | Schwab, David J. | en_US |
dc.date.accessioned | 2015-09-01T19:30:29Z | |
dc.date.available | 2016-08-08T16:18:39Z | en |
dc.date.issued | 2015-07 | en_US |
dc.identifier.citation | Anderson, Joshua D.; Wu, Chin H.; Schwab, David J. (2015). "Wave climatology in the Apostle Islands, Lake Superior." Journal of Geophysical Research: Oceans 120(7): 4869-4890. | en_US |
dc.identifier.issn | 2169-9275 | en_US |
dc.identifier.issn | 2169-9291 | en_US |
dc.identifier.uri | https://hdl.handle.net/2027.42/113131 | |
dc.description.abstract | The wave climate of the Apostle Islands in Lake Superior for 35 year (1979–2013) was hindcast and examined using a third‐generation spectral wave model. Wave measurements within the Apostle Islands and offshore NOAA buoys were used to validate the model. Statistics of the significant wave height, peak wave period, and mean wave direction were computed to reveal the spatial variability of wave properties within the archipelago for average and extreme events. Extreme value analysis was performed to estimate the significant wave height at the 1, 10, and 100 year return periods. Significant wave heights in the interior areas of the islands vary spatially but are approximately half those immediately offshore of the islands. Due to reduced winter ice cover and a clockwise shift in wind direction over the hindcast period, long‐term trend analysis indicates an increasing trend of significant wave heights statistics by as much as 2% per year, which is approximately an order of magnitude greater than similar analysis performed in the global ocean for areas unaffected by ice. Two scientific questions related to wave climate are addressed. First, the wave climate change due to the relative role of changing wind fields or ice covers over the past 35 years was revealed. Second, potential bluff erosion affected by the change of wave climate and the trend of lower water levels in the Apostle Islands, Lake Superior was examined.Key Points:Wave climate of the Apostle Islands in Lake Superior for 35 year was hindcastStatistics of the wave climate reveal the spatial variability of wave propertiesAn increasing trend of SWH is found due to climate change | en_US |
dc.publisher | Springer | en_US |
dc.publisher | Wiley Periodicals, Inc. | en_US |
dc.subject.other | climate change | en_US |
dc.subject.other | bluff erosion | en_US |
dc.subject.other | Great Lakes | en_US |
dc.subject.other | wave modeling | en_US |
dc.subject.other | wave climate | en_US |
dc.title | Wave climatology in the Apostle Islands, Lake Superior | en_US |
dc.type | Article | en_US |
dc.rights.robots | IndexNoFollow | en_US |
dc.subject.hlbsecondlevel | Geological Sciences | en_US |
dc.subject.hlbsecondlevel | Atmospheric and Oceanic Sciences | en_US |
dc.subject.hlbtoplevel | Science | en_US |
dc.description.peerreviewed | Peer Reviewed | en_US |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/113131/1/jgrc21305.pdf | |
dc.identifier.doi | 10.1002/2014JC010278 | en_US |
dc.identifier.source | Journal of Geophysical Research: Oceans | en_US |
dc.identifier.citedreference | Schwab, D. J., B. J. Eadie, R. A. Assel, and P. J. Roebber ( 2006 ), Climatology of large sediment resuspension events in southern Lake Michigan, J. Great Lakes Res., 32, 50 – 62, doi: 10.3394/0380-1330(2006)32 [50:COLSRE]2.0.CO;2. | en_US |
dc.identifier.citedreference | Saha, S., et al. ( 2010 ), The NCEP climate forecast system reanalysis, Bull. Am. Meteorol. Soc., 91, 1015 – 1057, doi: 10.1175/2010BAMS3001.1. | en_US |
dc.identifier.citedreference | Saha, S., et al. ( 2014 ), The NCEP climate forecast system version 2, J. Clim., 27, 2185 – 2208, doi: 10.1175/JCLI-D-12-00823.1. | en_US |
dc.identifier.citedreference | Schram, S. T., J. H. Selgeby, C. R. Bronte, and B. L. Swanson ( 1995 ), Population recovery and natural recruitment of lake trout at Gull Island Shoal, Lake Superior, 1964–1992, J. Great Lakes Res., 21, 225 – 232. | en_US |
dc.identifier.citedreference | Siadatmousavi, S. M., F. Jose, and G. W. Stone ( 2011 ), The effects of bed friction on wave simulation: Implementation of an unstructured third‐generation wave model, SWAN, J. Coastal Res., 27 ( 1 ), 140 – 152. | en_US |
dc.identifier.citedreference | Sorensen, R. M. ( 2006 ), Basic Coastal Engineering, 3rd ed., Springer, N. Y. | en_US |
dc.identifier.citedreference | Sterl, A., and S. Caires ( 2005 ), Climatology, variability and extrema of ocean waves: The web‐based KNMI/ERA‐40 wave atlas, Int. J. Climatol., 25 ( 22 ), 963 – 977, doi: 10.1002/joc.1175. | en_US |
dc.identifier.citedreference | Stopa, J. E., K. F. Cheung, H. L. Tolman, and A. Chawla ( 2013a ), Patterns and cycles in the Climate Forecast System Reanalysis wind and wave data, Ocean Modell., 70, 207 – 220, doi: 10.1016/j.ocemod.2012.10.005. | en_US |
dc.identifier.citedreference | Stopa, J. E., J. F. Filipot, N. Li, K. F. Cheung, and Y. L. Chen ( 2013b ), Wave energy resources along the Hawaiian Island chain, Renewable Energy, 55, 305 – 321, doi: 10.1016/j.renene.2012.12.030. | en_US |
dc.identifier.citedreference | SWAN Team ( 2013 ), Swan Cycle III Version 40.91A, Scientific and Technical Documentation, Delft Univ. of Technol., Delft, Netherlands. | en_US |
dc.identifier.citedreference | Swenson, M. J., C. H. Wu, T. B. Edil, and D. M. Mickelson ( 2006 ), Bluff recession rates and wave impact along the Wisconsin coast of Lake Superior, J. Great Lakes Res., 32, 512 – 530, doi: 10.3394/0380-1330(2006)32[512:BRRAWI]2.0.CO;2. | en_US |
dc.identifier.citedreference | Thomasen, S., J. Gilbert, and P. Chow‐Fraser ( 2013 ), Wave exposure and hydrologic connectivity create diversity in habitat and zooplankton assemblages at nearshore Long Point Bay, Lake Erie, J. Great Lakes Res., 39, 56 – 65, doi: 10.1016/j.jglr.2012.12.014. | en_US |
dc.identifier.citedreference | Tuomi, L., K. K. Kahma, and H. Pettersson ( 2011 ), Wave hindcast statistics in the seasonally ice‐covered Baltic Sea, Boreal Environ. Res., 16, 451 – 472. | en_US |
dc.identifier.citedreference | Tuomi, L., H. Pettersson, C. Fortelius, T. Kimmo, J. V. Bjorkqvist, and K. K. Kahma ( 2014 ), Wave modelling in archipelagos, Coastal Eng., 85, 205 – 220, doi: 10.1016/j.coastaleng.2013.10.011. | en_US |
dc.identifier.citedreference | Wang, J., X. Bai, H. Hu, A. Clites, M. Colton, and B. Lofgren ( 2012 ), Temporal and spatial variability of Great Lakes ice cover, 1973–2010, J. Clim., 25, 1318 – 1329, doi: 10.1175/2011JCLI4066.1. | en_US |
dc.identifier.citedreference | Wang, X. L., and V. R. Swail ( 2002 ), Trends of Atlantic wave extremes as simulated in a 40‐year wave hindcast using kinematically reanalyzed wind fields, J. Clim., 15 ( 9 ), 1020 – 1035. | en_US |
dc.identifier.citedreference | Waters, R., J. Engstrom, J. Isberg, and M. Leijon ( 2009 ), Wave climate off Swedish west coast, Renewable Energy, 34 ( 6 ), 1600 – 1606, doi: 10.1016/j.renene.2008.11.016. | en_US |
dc.identifier.citedreference | World Meteorological Organization ( 2007 ), The role of climatological normals in a changing climate, Rep. WCDMP‐61, Geneva, Switzerland. | en_US |
dc.identifier.citedreference | Wu, C. H., and A. F. Yao ( 2004 ), Laboratory measurements of limiting freak waves on currents, J. Geophys. Res., 109, C12002, doi: 10.1029/2004JC002612. | en_US |
dc.identifier.citedreference | Wu, C. H., C. C. Young, Q. Chen, and P. J. Lynett ( 2010 ), Efficient nonhydrostatic modeling of surface waves from deep to shallow water, J. Waterw. Port Coastal Ocean Eng., 136 ( 2 ), 104 – 118, doi: 10.1061/_ASCE_WW.1943-5460.0000032. | en_US |
dc.identifier.citedreference | Young, C. C., C. H. Wu, W. C. Liu, and J. T. Kuo ( 2009 ), A higher‐order non‐hydrostatic sigma model for simulating non‐linear refraction‐diffraction of water waves, Coastal Eng., 56 ( 9 ), 919 – 930. | en_US |
dc.identifier.citedreference | Yuan, H. L., and C. H. Wu ( 2006 ), Fully non‐hydrostatic modeling of surface waves, J. Eng. Mech., 132 ( 4 ), 447 – 456. | en_US |
dc.identifier.citedreference | Zijlema, M. ( 2010 ), Computation of wind‐wave spectra in coastal waters with SWAN on unstructured grids, Coastal Eng., 57, 267 – 277, doi: 10.1016/j.coastaleng.2009.10.011. | en_US |
dc.identifier.citedreference | Aarnes, O. J., Ø. Breivik, and M. Reistad ( 2012 ), Wave Extremes in the Northeast Atlantic, J. Clim., 25, 1529 – 1543. | en_US |
dc.identifier.citedreference | Alves, J., A. Chawla, H. Tolman, D. Schwab, G. Lang, and G. Mann ( 2014 ), The operational implementation of a Great Lakes wave forecasting system at NOAA/NCEP, Weather Forecasting, 29, 1473 – 1497, doi: 10.1175/WAF-D-12-00049.1. | en_US |
dc.identifier.citedreference | Angel, J. R. ( 1995 ), Large‐scale storm damage on the U.S. shores of the Great Lakes, J. of Great Lakes Research, 21 (3), 287 – 293. | en_US |
dc.identifier.citedreference | Ardhuin, F., and A. Roland ( 2012 ), Coastal wave reflection, directional spread, and seismoacoustic noise sources, J. Geophys. Res., 117, C00J20, doi: 10.1029/2011JC007832. | en_US |
dc.identifier.citedreference | Assel, R. A. ( 2003 ), An electronic atlas of Great Lakes ice cover, NOAA Great Lakes Ice Atlas, Great Lakes Environ. Res. Lab., Ann Arbor, Mich. [Available at http://www.glerl.noaa.gov/data/ice/atlas.] | en_US |
dc.identifier.citedreference | Assel, R. A. ( 2005 ), Great Lakes weekly ice cover statistics, NOAA Tech. Memo. GLERL‐133, NOAA Great Lakes Environ. Res. Lab., Ann Arbor, Mich. | en_US |
dc.identifier.citedreference | Assel, R. A., F. Quinn, and C. Stellinger ( 2004 ), Hydroclimatic factors of the recent record drop in Laurentian Great Lakes water levels, Bull. Am. Meteorol. Soc., 85 ( 8 ), 1143 – 115. | en_US |
dc.identifier.citedreference | Austin, J. A., and S. M. Colman ( 2007 ), Lake Superior summer water temperatures are increasing more rapidly than regional air temperatures: A positive ice‐albedo feedback, Geophys. Res. Lett., 34, L06604, doi: 10.1029/2006GL029021. | en_US |
dc.identifier.citedreference | Bennington, V., G. A. McKinley, N. Kimura, and C. H. Wu ( 2010 ), General circulation of Lake Superior: Mean, variability, and trends from 1979 to 2006, J. Geophys. Res., 115, C12015, doi: 10.1029/2010JC006261. | en_US |
dc.identifier.citedreference | Bishop, C., and M. Donelan ( 1987 ), Measuring waves with pressure transducers, Coastal Eng., 11 ( 4 ), 309 – 328. | en_US |
dc.identifier.citedreference | Booij, N., R. C. Ris, and L. H. Holthuijsen ( 1999 ), A third‐generation wave model for coastal regions: 1. Model description and validation, J. Geophys. Res., 104 ( C4 ), 7649 – 7666, doi: 10.1029/98JC02622. | en_US |
dc.identifier.citedreference | Brown, E. A., C. H. Wu, D. M. Mickelson, and T. B. Edil ( 2005 ), Factors controlling rates of bluff recession at two sites on Lake Michigan, J. Great Lakes Res., 31 ( 3 ), 306 – 321. | en_US |
dc.identifier.citedreference | Caires, S., and A. Sterl ( 2005 ), A new nonparametric method to correct model data: Application to significant wave height from the ERA‐40 re‐analysis, J. Atmos. Oceanic Technol., 22 ( 4 ), 443 – 459, doi: 10.1175/JTECH1707.1. | en_US |
dc.identifier.citedreference | Castedo, R., M. Fernandez, A. S. Trendhaile, and C. Paredes ( 2013 ), Modeling cyclic recession of cohesive clay coasts: Effects of wave erosion and bluff stability, Mar. Geol., 335, 162 – 176. | en_US |
dc.identifier.citedreference | Chawla, A., D. M. Spindler, and H. L. Tolman ( 2013 ), Validation of a thirty year wave hindcast using the Climate Forecast System Reanalysis winds, Ocean Modell., 70, 189 – 206, doi: 10.1016/j.ocemod.2012.07.005. | en_US |
dc.identifier.citedreference | Choulakian, V., and M. Stephens ( 2001 ), Goodness‐of‐fit test for the generalized Pareto distribution, Technometrics, 43, 478 – 485, doi: 10.1198/00401700152672573. | en_US |
dc.identifier.citedreference | Coberly, C. E., and R. M. Horrall ( 1980 ), Fish spawning grounds in Wisconsin waters of the Great Lakes, Rep. WIS‐SG‐80–235, Univ. of Wis. Sea Grant Inst., Madison, Wis. | en_US |
dc.identifier.citedreference | Coles, S. ( 2001 ), An Introduction to Statistical Modeling of Extreme Values, Springer, London, U. K. | en_US |
dc.identifier.citedreference | Desai, A. R., J. A. Austin, V. Bennington, and G. A. McKinley ( 2009 ), Stronger winds over a large lake in response to weakening air‐to‐lake temperature gradient, Nat. Geosci., 2, 855 – 858, doi: 10.1038/ngeo693. | en_US |
dc.identifier.citedreference | Dodet, G., X. Bertin, and R. Taborda ( 2010 ), Wave climate variability in the North‐East Atlantic Ocean over the last six decades, Ocean Modell., 31, 120 – 131, doi: 10.1016/j.ocemod.2009.10.010. | en_US |
dc.identifier.citedreference | Dysthe, K., H. E. Krogstad, and P. Muller ( 2008 ), Oceanic rogue waves, Annu. Rev. Fluid Mech., 40, 287 – 310. | en_US |
dc.identifier.citedreference | Elgar, S., T. H. C. Herbers, and R. T. Guza ( 1994 ), Reflection of ocean surface gravity waves from a natural beach, J. Phys. Oceanogr., 24 ( 7 ), 1503 – 1511, doi: 10.1175/1520-0485(1994)024 <1503:ROOSGW>2.0.CO;2. | en_US |
dc.identifier.citedreference | Fitzsimons, J. D., and J. E. Marsden ( 2014 ), Relationship between lake trout spawning, embryonic survival, and currents: A case of bet hedging in the face of environmental stochasticity, J. Great Lakes Res., 40, 92 – 101, doi: 10.1016/j.jglr.2013.12.014. | en_US |
dc.identifier.citedreference | Gorman, R. M., K. R. Bryan, and A. K. Laing ( 2003 ), Wave hindcast for the New Zealand region: Nearshore validation and coastal wave climate, N. Z. J. Mar. Freshwater Res., 37, 567 – 588. | en_US |
dc.identifier.citedreference | Gronewold, A. D., V. Fortin, B. Lofgren, A. Clites, C. A. Stow, and F. Quin ( 2013 ), Coasts, water levels, and climate change: A Great Lakes perspective, Clim. Change, 120, 697 – 711. | en_US |
dc.identifier.citedreference | Hasselmann, K., D. B. Ross, P. Muller, and W. Sell ( 1976 ), A parametric wave prediction model, J. Phys. Oceanogr., 6 ( 2 ), 200 – 228. | en_US |
dc.identifier.citedreference | Holthuijsen, L. H., A. Herman, and N. Booij ( 2003 ), Phase‐decoupled refraction–diffraction for spectral wave models, Coastal Eng., 49, 291 – 305, doi: 10.1016/S0378-3839(03)00065-6. | en_US |
dc.identifier.citedreference | Howk, F. ( 2009 ), Changes in Lake Superior ice cover at Bayfield, Wisconsin, J. Great Lakes Res., 35, 159 – 162, doi: 10.1016/j.jglr.2008.11.002. | en_US |
dc.identifier.citedreference | Hubertz, J. M., D. B. Driver, and R. D. Reinhard ( 1991 ), Wind waves on the Great Lakes: A 32 year hindcast, J. Coastal Res., 7, 945 – 967. | en_US |
dc.identifier.citedreference | Jensen, R. E., M. A. Cialone, R. S. Chapman, B. A. Ebersole, M. Anderson, and L. Thomas ( 2012 ), Lake Michigan storm: Wave and water level modeling, Tech. Rep. ERDC/CHL TR‐12‐26, Coastal and Hydraul. Lab., U.S. Army Eng. Res. and Dev. Cent., Vicksburg, Miss. | en_US |
dc.identifier.citedreference | Jones, N. L., and S. G. Monismith ( 2007 ), Measuring short‐period wind waves in a tidally forced environment with a subsurface pressure gauge, Limnol. Oceanogr. Methods, 5, 317 – 327. | en_US |
dc.identifier.citedreference | Kraft, G. J., C. Mechenich, D. J. Mechenich, and S. W. Szczytko ( 2007 ), Assessment of coastal water resources and watershed conditions at Apostle Islands National Lakeshore, Wisconsin, Nat. Resour. Tech. Rep. NPS/NRWRD/NRTR —2007/367, Natl. Park Serv., Fort Collins, Colo. [Available at http://www.nature.nps.gov/water/nrca/assets/docs/apis_coastal.pdf.] | en_US |
dc.identifier.citedreference | Lin, J. G. ( 2013 ), An improvement of wave refraction‐diffraction effect in SWAN, J. Mar. Sci. Technol., 21 ( 2 ), 198 – 208, doi: 10.6119/JMST-012-1207-1. | en_US |
dc.identifier.citedreference | Lin, Y. T., and C. H. Wu ( 2014 ), A field study of nearshore environmental changes in response to newly‐built coastal structures in Lake Michigan, J. Great Lakes Res., 40, 102 – 114, doi: 10.1016/j.jg1r.2013.12.013. | en_US |
dc.identifier.citedreference | Liu, P.C., and D. B. Ross ( 1980 ), Airborne measurements of wave growth for stable and unstable atmospheres in Lake Michigan, J. Phys. Oceanogr., 10, 1842 – 1853, doi: 10.1175/1520-0485(1980)010 <1842:AMOWGF>2.0.CO;2. | en_US |
dc.identifier.citedreference | Liu, P. C., and D. J. Schwab ( 1987 ), A comparison of methods for estimating u * from given u z and air‐sea temperature differences, J. Geophys. Res., 92 ( C6 ), 6488 – 6494, doi: 10.1029/JC092iC06p06488. | en_US |
dc.identifier.citedreference | Liu, P. C., D. J. Schwab, and J. R. Bennett ( 1984 ), Comparison of a two‐dimensional wave prediction model with synoptic measurements in Lake Michigan, J. Phys. Oceanogr., 14 ( 9 ), 1514 – 1518, doi: 10.1175/1520-0485(1984)014 <1514:COATDW>2.0.CO;2. | en_US |
dc.identifier.citedreference | McLeod, A. I., K. W. Hipel, and B. A. Bodo ( 1990 ), Trend analysis methodology for water quality time series, Environmetrics, 2, 169 – 200. | en_US |
dc.identifier.citedreference | Meadows, G. A., L. A. Meadows, W. L. Wood, J. M. Hubertz, and M. Perlin ( 1997 ), The relationship between great lakes water levels, wave energies, and shoreline damage, Bull. Am. Meteorol. Soc., 78, 675 – 683, doi: 10.1175/1520-0477(1997)078 <0675:TRBGLW>2.0.CO;2. | en_US |
dc.identifier.citedreference | Melby, J. ( 2012 ), Wave runup prediction for flood hazard assessment, Rep. ERDC/CHL TR‐12–24, Coastal and Hydraul. Lab., U.S. Army Eng. Res. and Dev. Cent., Vicksburg, Miss. | en_US |
dc.identifier.citedreference | Nortek AS ( 2005 ), AWAC: Acoustic Wave and Current Meter, User Guide, N3000‐126, Revision E, Norway. | en_US |
dc.identifier.citedreference | O'Reilly, W. C., R. T. Guza, and R. J. Seymour ( 1999 ), Wave prediction in the Santa Barbara channel, final technical report, pp. 76–80, Pac. Outer Cont. Shelf Reg., Miner. Manage. Serv., U.S. Dep. of the Interior, Washington, D. C. | en_US |
dc.identifier.citedreference | Panchang, V., C. K. Jeong, and Z. Demirbilek ( 2013 ), Analyses of extreme wave heights in the Gulf of Mexico for offshore engineering applications, J. Offshore Mech. Arctic Eng., 135 ( 3 ), 031104, doi: 10.1115/1.4023205. | en_US |
dc.identifier.citedreference | Panchang, V. G., C. Jeong, and D. Li ( 2008 ), Wave climatology in coastal Maine for aquaculture and other applications, Estuaries Coasts, 31 ( 2 ), 289 – 299, doi: 10.1007/s12237-007-9016-5. | en_US |
dc.identifier.citedreference | Pendleton, E. A., E. R. Thieler, and S. J. Williams ( 2007 ), Coastal change‐potential assessment of Sleeping Bear Dunes, Indiana Dunes, and Apostle Islands National Lakeshores to lake‐level changes, 48 pp., U. S. Geol. Surv. Open File Rep., 2005‐1249. [Available at http://pubs.usgs.gov/of/2005/1249/images/pdf/report.pdf.] | en_US |
dc.identifier.citedreference | Ponce de Leon, S., and C. Guedes Soares ( 2010 ), The sheltering effect of the Balearic Islands in the hindcast wave field, Ocean Eng., 37, 603 – 610, doi: 10.1016/j.oceaneng.2010.01.011. | en_US |
dc.identifier.citedreference | Resio, D. T., and C. L. Vincent ( 1978 ), Design wave information for the Great Lakes, Report 5, Lake Superior, WES Tech. Rep. H‐76‐1, U.S. Army Eng. Waterw. Exp. Stn., Vicksburg, Miss. | en_US |
dc.identifier.citedreference | Ris, R. C., N. Booij, and L. H. Holthuijsen ( 1999 ), A third‐generation wave model for coastal regions: 2. Verification, J. Geophys. Res., 104 ( C4 ), 7667 – 7681. | en_US |
dc.identifier.citedreference | Rusu, E., and C. Guedes Soares ( 2012 ), Wave energy pattern around the Madeira Islands, Energy, 45, 771 – 785, doi: 10.1016/j.energy.2012.07.013. | en_US |
dc.identifier.citedreference | Rusu, E., P. Pilar, and C. Guedes Soares ( 2008 ), Evaluation of the wave conditions in Madeira archipelago with spectral models, Ocean Eng., 35 ( 13 ), 1357 – 1371, doi: 10.1016/j.oceaneng.2008.05.007. | en_US |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
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