View Item 

Show simple item record

A Comparison of Statistical Approaches for Predicting Stream Temperatures Across Heterogeneous Landscapes 1

dc.contributor.authorWehrly, Kevin E.en_US
dc.contributor.authorBrenden, Travis O.en_US
dc.contributor.authorWang, Lizhuen_US
dc.date.accessioned2010-06-01T20:37:07Z
dc.date.available2010-06-01T20:37:07Z
dc.date.issued2009-08en_US
dc.identifier.citationWehrly, Kevin E.; Brenden, Travis O.; Wang, Lizhu (2009). "A Comparison of Statistical Approaches for Predicting Stream Temperatures Across Heterogeneous Landscapes 1 ." JAWRA Journal of the American Water Resources Association 45(4): 986-997. <http://hdl.handle.net/2027.42/73725>en_US
dc.identifier.issn1093-474Xen_US
dc.identifier.issn1752-1688en_US
dc.identifier.urihttps://hdl.handle.net/2027.42/73725
dc.format.extent2765299 bytes
dc.format.extent3109 bytes
dc.format.mimetypeapplication/pdf
dc.format.mimetypetext/plain
dc.publisherBlackwell Publishing Ltden_US
dc.rights© 2009 American Water Resources Associationen_US
dc.subject.otherRivers/Streamsen_US
dc.subject.otherTemperatureen_US
dc.subject.otherMixed Modelsen_US
dc.subject.otherGeospatial Analysisen_US
dc.subject.otherLandscape Featuresen_US
dc.subject.otherWatershed Managementen_US
dc.titleA Comparison of Statistical Approaches for Predicting Stream Temperatures Across Heterogeneous Landscapes 1en_US
dc.typeArticleen_US
dc.subject.hlbsecondlevelNatural Resources and Environmenten_US
dc.subject.hlbtoplevelScienceen_US
dc.description.peerreviewedPeer Revieweden_US
dc.contributor.affiliationum* Research Biologist (Wehrly) and Director (Wang), Institute for Fisheries Research, Michigan Department of Natural Resources and University of Michigan, 212 Museums Annex, Ann Arbor, Michigan 48109-1084; and Associate Director (Brenden), Department of Fisheries and Wildlife, Quantitative Fisheries Center, Michigan State University, 153 Giltner Hall, East Lansing, Michigan 48824-1101.en_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/73725/1/j.1752-1688.2009.00341.x.pdf
dc.identifier.doi10.1111/j.1752-1688.2009.00341.xen_US
dc.identifier.sourceJAWRA Journal of the American Water Resources Associationen_US
dc.identifier.citedreferenceAbell, R. and J.D. Allan, 2002. Riparian Shade and Stream Temperatures in and Agricultural Catchment, Michigan, USA. Proceedings of the International Association of Theoretical and Applied Limnology 28: 232 - 237.en_US
dc.identifier.citedreferenceAllan, J.D. and M.M. Castillo, 2007. Stream Ecology: Structure and Function of Running Waters ( Second Edition ). Springer, Dordrecht, the Netherlands.en_US
dc.identifier.citedreferenceBrenden, T.O., R.D. Clark, Jr, A.R. Cooper, P.W. Seelbach, L. Wang, S.S. Aichele, E.G. Bissell, and J.S. Stewart, 2006. A GIS Framework for Collecting, Managing, and Analyzing Multi-Scale Landscape Variables Across Large Regions for River Conservation and Management. In: Influences of Landscape on Stream Habitats and Biological Assemblages, R.M. Hughes, L. Wang, and P.W. Seelbach ( Editors ). American Fisheries Society Special Publication 48, Bethesda, Maryland, pp. 49 - 73.en_US
dc.identifier.citedreferenceBrenden, T., L. Wang, and P.W. Seelbach, 2008. A Landscape-Based River Classification System for Michigan Rivers and Streams for Fisheries and Environmental Management. Transactions of American Fisheries Society 137: 1621 - 1636.en_US
dc.identifier.citedreferenceBrett, J.R., 1971. Energetic Responses of Salmon to Temperature. A Study of Some Thermal Relations in the Physiology and Freshwater Ecology of Sockeye Salmon (Oncorhynchus Nerka). American Zoologist 11: 99 - 113.en_US
dc.identifier.citedreferenceCaissie, D., 2006. The Thermal Regime of Rivers: A Review. Freshwater Biology 51: 1389 - 1406.en_US
dc.identifier.citedreferenceCaissie, D., M.G. Satish, and N. El-Jabi, 2006. Predicting River Water Temperatures Using the Equilibrium Temperature Concept With Application on Miramichi River Catchments (New Brunswick, Canada). Hydrological Processes 19: 2137 - 2159.en_US
dc.identifier.citedreferenceCaissie, D., M.G. Satish, and N. El-Jabi, 2007. Predicting Water Temperatures Using a Deterministic Model: Application on Miramichi River Catchments (New Brunswick, Canada). Journal of Hydrology 336: 303 - 315.en_US
dc.identifier.citedreferenceCrisp, D.T. and G. Howson, 1982. Effect of Air Temperature Upon Mean Water Temperature in Streams in the North Pennines and English Lake District. Freshwater Biology 12: 359 - 367.en_US
dc.identifier.citedreferenceEaton, J.G. and R.M. Scheller, 1996. Effects of Climate Warming on Fish Thermal Habitat in Streams of the United States. Limnology and Oceanography 41: 1109 - 1115.en_US
dc.identifier.citedreferenceGardner, B. and P.J. Sullivan, 2004. Spatial and Temporal Stream Temperature Prediction: Modeling Nonstationary Temporal Covariance Structures. Water Resources Research 40: 1 - 9.en_US
dc.identifier.citedreferenceGardner, B., P.J. Sullivan, and A.J. Lembo, Jr., 2003. Predicting Stream Temperatures: Geostatisical Model Comparison Using Alternative Distance Metrics. Canadian Journal of Fisheries and Aquatic Science 60: 344 - 351.en_US
dc.identifier.citedreferenceGillooly, J.F., E.L. Charnov, G.B. West, V.M. Savage, and J.H. Brown, 2002. Effects of Size and Temperature on Developmental Time. Nature 417: 70 - 73.en_US
dc.identifier.citedreferenceGiustolisi, O., A. Doglioni, D.A. Savic, and B.W. Webb, 2007. A Multi-Model Approach to Analysis of Environmental Phenomena. Environmental Modelling and Software 22: 674 - 682.en_US
dc.identifier.citedreferenceGood, P.I., 2006. Resampling Methods ( Third Edition ). BirkhÄuser, Boston, Massachusetts.en_US
dc.identifier.citedreferenceGu, R.R., S. Montgomery, and T. Austin, 1998. Quantifying the Effects of Stream Discharge on Summer River Temperature. Hydrological Science Journal 43: 885 - 894.en_US
dc.identifier.citedreferenceHastie, T. and R. Tibshirani, 1990. Generalized Additive Models. Chapman and Hall, London, United Kingdom.en_US
dc.identifier.citedreferenceHawkins, C.P., J.N. Hogue, L.M. Decker, and J.W. Feminella, 1997. Channel Morphology, Water Temperature, and Assemblage Structure of Stream Insects. Journal of the North American Benthological Society 16: 728 - 749.en_US
dc.identifier.citedreferenceHokanson, K.E.F., C.E. Kleines, and T.W. Thorslund, 1977. Effects of Constant Temperatures and Diel Temperature Fluctuations on Specific Growth and Mortality Rates of and Yield of Juvenile Rainbow Trout, Salmo Gairdneri. Journal of the Fisheries Research Board of Canada 34: 639 - 648.en_US
dc.identifier.citedreferenceHorne, B.D., E.S. Rutherford, and K.E. Wehrly, 2004. Simulating Effects of Hydro-Dam Alteration on Thermal Regime and Wild Steelhead Recruitment in a Stable-Flow Lake Michigan Tributary. River Research and Applications 20: 185 - 203.en_US
dc.identifier.citedreferenceIsaak, D.J. and W.A. Hubert, 2001. A Hypothesis About Factors That Affect Maximum Summer Stream Temperatures Across Montane Landscapes. Journal of the American Water Resources Association 37: 351 - 366.en_US
dc.identifier.citedreferenceJohnson, S.L., 2004. Factors Influencing Stream Temperatures in Small Streams: Substrate Effects and a Shading Experiment. Canadian Journal of Fisheries and Aquatic Science 61: 913 - 923.en_US
dc.identifier.citedreferenceKaracor, A.G., N. Sivri, and O.N. Ucan, 2007. Maximum Stream Temperature Estimation of Degirmendere River Using Artificial Neural Network. Journal of Scientific and Industrial Research 66: 363 - 366.en_US
dc.identifier.citedreferenceKim, K.S. and S.C. Chapra, 1997. Temperature Model for Highly Transient Shallow Streams. ASCE, Journal of Hydraulic Engineering 123: 30 - 40.en_US
dc.identifier.citedreferenceLyons, J.L., 1996. Patterns in the Species Composition of Fish Assemblages Among Wisconsin Streams. Environmental Biology of Fishes 45: 329 - 341.en_US
dc.identifier.citedreferenceMackey, A.P. and A.D. Berrie, 1991. The Prediction of Water Temperatures in Chalk Streams From Air Temperature. Hydrobiologia, 210: 183 - 189.en_US
dc.identifier.citedreferenceMCGI ( Michigan Center for Geographic Information ), 2004. Land Cover 2001 Geographic Theme: Land Cover/Use. http://www.mcgi.state.mi.us/mgdl/?rel=thext&action=thmname&cid=5&cat=Land+Cover+2001, accessed August 2004.en_US
dc.identifier.citedreferenceMcKenna, J.E., Jr, R.P. McDonald, C. Castiglione, S. Morrison, K. Kowalski, and D. Passino-Reader, 2006. A Process to Model Habitats and Fish-Environment Relationships in Support of Aquatic GAP Analysis in the Great Lakes. In: Influences of Landscape on Stream Habitats and Biological Assemblages, R.M. Hughes, L. Wang, and P.W. Seelbach ( Editors ). American Fisheries Society Special Publication 48, Bethesda, Maryland, pp. 555 - 575.en_US
dc.identifier.citedreferenceMohseni, A., H.G. Stefan, and T.R. Erickson, 1998. A Nonlinear Regression Model for Weekly Stream Temperatures. Water Resources Research 34: 2685 - 2692.en_US
dc.identifier.citedreferenceNelitz, M.A., E.A. MacIsaac, and R.M. Peterman, 2007. A Science-Based Approach for Identifying Temperature-Sensitive Streams for Rainbow Trout. North American Journal of Fisheries Management 27: 405 - 424.en_US
dc.identifier.citedreferenceOSU/SCAS ( Oregon State University/Spatial Climate Analysis Service ), 2004. Mean, Monthly, and Annual Maximum, Minimum, and Mean Temperature: Conterminous United States. http://www.climatesource.com/us/fact_sheets/fact_tmean_us.html, accessed August 2004.en_US
dc.identifier.citedreferencePeterson, E.E., D.M. Theobald, and J.M. Ver Hoef, 2007. Geostatistical Modeling on Stream Networks: Developing Valid Covariance Matrices Based on Hydrologic Distance and Stream Flow. Freshwater Biology 52: 267 - 279.en_US
dc.identifier.citedreferencePiÑeiro, G., S. Perelman, J.P. Guerschman, and J.M. Paruelo, 2008. How to Evaluate Models: Observed vs. Predicted or Predicted vs. Observed? Ecological Modelling 216: 316 - 322.en_US
dc.identifier.citedreferencePower, M., 1993. The Predictive Validation of Ecological and Environmental Models. Ecological Modelling 68: 33 - 50.en_US
dc.identifier.citedreferenceRahel, F.J. and W.A. Hubert, 1991. Fish Assemblages and Habitat Gradients in a Rocky Mountain-Great Plains Stream: Biotic Zonation and Additive Patterns of Community Change. Transactions of the American Fisheries Society 120: 319 - 332.en_US
dc.identifier.citedreferenceRahel, F.J., C.J. Keleher, and J.L. Anderson, 1996. Potential Habitat Loss and Population Fragmentation for Cold Water Fish in the North Platte River Drainage of the Rocky Mountains: Response to Climate Warming. Limnology and Oceanography 41: 1116 - 1123.en_US
dc.identifier.citedreferenceRisley, J.C., E.A. Roehl, and P.A. Conrads, 2003. Estimating Water Temperatures in Small Streams in Western Oregon Using Neural Network Models. U.S. Geological Survey, Water-Resources Investigations Report 02-4218, Portland, Oregon.en_US
dc.identifier.citedreferenceRoehl, E., J. Risley, J. Stewart, and M. Mitro, 2006. Numerically Optimized Empirical Modeling of Highly Dynamic, Spatially Expansive, and Behaviorally Heterogeneous Hydrologic Systems – Part 1. In: Proceedings for the Environmental Modeling and Software Society Conference, Burlington, Vermont.en_US
dc.identifier.citedreferenceRuppert, D., M.P. Wand, and R.J. Carroll, 2003. Semiparametric Regression. Cambridge University Press, Cambridge, United Kingdom.en_US
dc.identifier.citedreferenceSAS Institute, 2004. SAS/STAT 9.1 User’s Guide. SAS Institute Inc., Cary, North Carolina.en_US
dc.identifier.citedreferenceSchabenberger, O. and C.A. Gotway, 2005. Statistical Methods for Spatial Data Analysis. Chapman & Hall, Boca Raton, Florida.en_US
dc.identifier.citedreferenceScott, M.C., G.S. Helfman, M.E. McTammany, E.F. Benfield, and P.V. Bolstad, 2002. Multiscale Influences on Physical and Chemical Stream Conditions Across Blue Ridge Landscapes. Journal of the American Water Resources Association 38: 1379 - 1392.en_US
dc.identifier.citedreferenceSeelbach, P.W., M.J. Wiley, M.E. Baker, and K.E. Wehrly, 2006. Initial Classification of River Valley Segments Across Michigan’s Lower Peninsula. In: Influences of Landscape on Stream Habitats and Biological Assemblages, R.M. Hughes, L. Wang, and P.W. Seelbach ( Editors ). American Fisheries Society Special Publication 48, Bethesda, Maryland, pp. 25 - 47.en_US
dc.identifier.citedreferenceSinokrot, B.A. and H.G. Stefan, 1993. Stream Temperature Dynamics: Measurement and Modeling. Water Resources Research 29: 2299 - 2312.en_US
dc.identifier.citedreferenceSivri, N., N. Killie, and O.N. Ucan, 2007. Estimation of Stream Temperature in Firtina Creek (Rize-Turkiye) Using Artificial Neural Network Model. Journal of Environmental Biology 28: 67 - 72.en_US
dc.identifier.citedreferenceSmith, E.P. and K.A. Rose, 1995. Model Goodness-of-fit Analysis Using Regression and Related Techniques. Ecological Modeling 77: 49 - 64.en_US
dc.identifier.citedreferenceSowa, S.P., G. Annis, M.E. Morey, and D.D. Diamond, 2007. A GAP Analysis and Comprehensive Conservation Strategy for Riverine Ecosystems of Missouri. Ecological Monographs 77: 301 - 334.en_US
dc.identifier.citedreferenceSponseller, R.A., E.F. Benfield, and H.M. Valett, 2001. Relationships Between Land Use, Spatial Scale and Stream Macroinvertebrate Communities. Freshwater Biology 46: 1409 - 1424.en_US
dc.identifier.citedreferenceSteel, E.A., and I.A. Lange, 2007. Using Wavelet Analysis to Detect Changes in Water Temperature Regimes at Multiple Spatial Scales: Effects of Multi-Purpose Dams in the Willamette River Basin. River Research and Applications 23: 351 - 359.en_US
dc.identifier.citedreferenceSteen, P.J., T.G. Zorn, P.W. Seelbach, and J.S. Schaeffer, 2008. Classification Tree Models for Predicting Distributions of Michigan Stream Fish From Landscape Variables. Transactions of the American Fisheries Society 137: 976 - 996.en_US
dc.identifier.citedreferenceStephan, H.G. and E.B. Preud’homme, 1993. Stream Temperature Estimation From Air Temperature. Water Resources Research 29: 27 - 45.en_US
dc.identifier.citedreferenceStewart, J., M. Mitro, E.A. Roehl Jr., and J. Risley, 2006. Numerically Optimized Empirical Modeling of Highly Dynamic, Spatially Expansive, and Behaviorally Heterogeneous Hydrologic Systems – Part 2. In: Proceedings of the 7th International Conference on Hydroinformatics, Nice, France.en_US
dc.identifier.citedreferenceTaniguchi, Y., F.J. Rahel, D.C. Novinger, and K.G. Gerow, 1998. Temperature Mediation of Competitive Interactions Among Three Fish Species That Replace Each Other Along Longitudinal Stream Gradients. Canadian Journal of Fisheries and Aquatic Sciences 55: 1894 - 1901.en_US
dc.identifier.citedreferenceUSGS ( U.S. Geological Survey ), 2004a. National Elevation Dataset. http://ned.usgs.gov/, accessed August 2004.en_US
dc.identifier.citedreferenceUSGS ( U.S. Geological Survey ), 2004b. Soils Data for the Conterminous United States Derived From the NRCS State Soil Geographic (STATSGO) Data Base. http://water.usgs.gov/GIS/metadata/usgswrd/XML/ussoils.xml, accessed August 2004.en_US
dc.identifier.citedreferenceVannote, R.L. and B.W. Sweeney, 1980. Geographic Analysis of Thermal Equilibria: A Conceptual Model for Evaluating the Effect of Natural and Modified Thermal Regimes on Aquatic Insect Communities. American Naturalist 115: 667 - 695.en_US
dc.identifier.citedreferenceWDNR ( Wisconsin Department of Natural Resources ), 2004. Landcover Dataset (WISCLAND). http://www.dnr.state.wi.us/maps/gis/datalandcover.html, accessed August 2004.en_US
dc.identifier.citedreferenceWebb, B.W., D.M. Hannah, R.D. Moore, L.E. Brown, and F. Nobilis, 2008. Recent Advances in Stream and River Temperature Research. Hydrological Processes 22: 202 - 918.en_US
dc.identifier.citedreferenceWehrly, K.E., M.J. Wiley, and P.W. Seelbach, 2003. Classifying Regional Variation in Thermal Regime Based on Stream Fish Community Patterns. Transactions of the American Fisheries Society 132: 18 - 38.en_US
dc.identifier.citedreferenceWehrly, K.E., M.J. Wiley, and P.W. Seelbach, 2006. Influence of Landscape Features on Summer Water Temperatures in Lower Michigan Streams. In: Influences of Landscape on Stream Habitats and Biological Assemblages, R.M. Hughes, L. Wang, and P.W. Seelbach ( Editors ). American Fisheries Society Special Publication 48, Bethesda, Maryland, pp. 113 - 127.en_US
dc.identifier.citedreferenceYounus, M., M. Hondzo, and M. Newton, 2000. Stream Temperature Dynamics in Upland Agricultural Watersheds. ASCE, Journal of Environmental Engineering 126: 518 - 526.en_US
dc.owningcollnameInterdisciplinary and Peer-Reviewed


Files in this item

Name:
j.1752-1688.2009.00341.x.pdf
Size:
2.637MB
Format:
PDF
View/Open

Show simple item record

Remediation of Harmful Language

The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.

Accessibility

If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.