Abstract
In order to meet a growing need to determine the condition of the nation's ecosystems and how their condition is changing, the U.S. Environmental Protection Agency (EPA) developed EMAP, the Environmental Monitoring and Assessment Program. A common survey design serves as the foundation on which to base monitoring of status and trends among diverse ecosystem types. In this paper, we describe the need for a statistically based survey design, briefly summarize the basic EMAP design, describe how that design is tailored for the selection of a probability sample of lakes on which to make measurements of lake condition, and illustrate the process for selecting a sample of lakes in the northeastern United States. Finally, we illustrate how measurements taken on the sample of lakes can be summarized, with known uncertainty, to describe the condition of a population of lakes.
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APHA (American Public Health Association): 1989, Standard Methods for the Examination of Water and Wastewater, 17th edn, American Public Health Association, Washington, D.C. 1134 pp.
Bickford, C.A., Mayer, C.E., and Ware, K.D.: 1963, ‘An Efficient Sampling Design for Forest Inventory: The Northeast Forest Resurvey’ J. For., 61, 8266–833.
Carlson, R.E.: 1977, ‘A Trophic State Index for Lakes’, Limnol. Oceanogr. 22, 361–368.
Cochran, W.G.: 1977, Sampling Techniques, 3rd edn., John Wiley & Sons, New York, 428 pp.
Converse, J.M.: 1987, Survey Research in the United States: Roots and Emergence, 1890–1960, University of California Press, Berkeley, 564 pp.
Cotter, J., and Nealon, J.: 1987, Area Frame Design for Agricultural Surveys, Area Frame Section, Research and Applications Division, National Agricultural Statistics Service, U.S. Department of Agriculture.
Cowardin, L.M., Carter, V., Golet, F.C., and LaRoe, E.T.: 1979, Classification of Wetlands and Deepwater Habitats of the United States, FWS/OBS-79/31, U.S. Fish and Wildlife Service, Washington, D.C., 131 pp.
Hazard, J.W., and Law, B.E.: 1989, Forest Survey Methods Used in the USDA Forest Service, EPA/600/3-89/065, U.S. EPA Environmental Research Laboratory, Corvallis, Oregon.
Horn, C.R., and Grayman, W.M.: 1993, ‘Water-Quality Modeling with EPA Reach File System,’ J. Water Resour. Plan. Manage. 119, 262–274.
Kaufmann, P.R., Herlihy, A.T., Elwood, J.W., Mitch, M.E., Overton, W.S., Sale, M.J., Messer, J.J., Cougan, K.A., Peck, D.V., Reckhow, K.H., Kinney, A.J., Christie, S.J., Brown, D.D., Hagley, C.A., and Jager, H.I.: 1988, Chemical Characteristics of Streams in the Mid-Atlantic and Southeastern United States. Volume I: Population Descriptions and Physico-Chemical Relationships, EPA/600/3-88/021a, U.S. Environmental Protection Agency, Washington, D.C., 397 pp.
Kish, L.: 1967, Survey Sampling, John Wiley & Sons, New York, 643 pp.
Kish, L.: 1987, Statistical Design for Research, John Wiley & Sons, New York, 267 pp.
Landers, D.H., Eilers, J.M., Brakke, D.F., Overton, W.S., Kellar, P.E., Silverstein, M.E., Schonbrod, R.D., Crowe, R.E., Linthurst, R.A., Omernik, J.M., Teague, S.A., and Meier, E.P.: 1987, Characteristics of Lakes in the Western United States. Volume I: Population Descriptions and Physico-Chemical Relationships, EPA/600/3-86/054a, U.S. Environmental Protection Agency, Washington, D.C., 176 pp.
Lesser, V.M., and W.S. Overton. 1994. EMAP Status Estimation: Statistical Procedures and Algorithms. Department of Statistics, Oregon State University, Corvallis.
Linthurst, R.A., Landers, D.H., Eilers, J.M., Brakke, D.F., Overton, W.S., Meier, E.P., and Crowe, R.E., 1986: Characteristics of Lakes in the Eastern United States. Volume I: Population Descriptions and Physico-Chemical Relationships, EPA/600/4-86/007a, U.S. Environmental Protection Agency, Washington, D.C., 136 pp.
Messer, J.J., Ariss, C.W., Baker, J.R., Drousé, S.K., Eshleman, K.N., Kaufmann, P.R., Linthurst, R.A., Omernik, J.M., Overton, W.S., Sale, M.J., Schonbrod, R.D., Stambaugh, S.M., and Tuschall, J.R., Jr., 1986: National Surface Water Survey: National Stream Survey, Phase I — Pilot Survey, EPA/600/4-86/026, U.S. Environmental Protection Agency, Washington, D.C., 179 pp.
Messer, J.J., Linthurst, R.A., and Overton, W.S.: 1991, ‘An EPA Program for Monitoring Ecological Status and Trends’, Environ. Monit. Assess. 17, 67–78.
Moore, L., and Thornton, K. (eds): 1988, The Lake and Reservoir Restoration Guidance Manual, 1st edn, prepared by North American Lake Management Society, EPA 440/5-88-002, U.S. Environmental Protection Agency, Washington, D.C.
Omernik, J.M.: 1987, ‘Ecoregions of the Conterminous United States,’ Ann. Assoc. Am. Geogr. 77, 118–125.
Overton, W.S., White, D., and Stevens, Jr., D.L.: 1991, Design Report for EMAP, the Environmental Monitoring and Assessment Program, EPA/600/3-91/053, U.S. Environmental Protection Agency, Washington, D.C. 51 pp.
Overton, W. Scott: Personal communication, Department of Statistics, Oregon State University, Corvallis, OR 97331.
Peck, D.V. (ed): 1992, Environmental Monitoring and Assessment Program: Integrated Quality Assurance Project Plan for the Surface Waters Resource Group, Fiscal Year 1991, EPA/600/X-91/080, U.S. Environmental Protection Agency, Las Vegas, Nevada. 212 pp.
Sarndal, C.E., Swensson, B., and Wretman, J.: 1992, Model Assisted Survey Sampling, Springer-Verlag, New York, 694 pp.
Skinner, C.J., D. Holt, and T.M.F. Smith, eds. 1989. Analysis of Complex Surveys. John Wiley and Sons, Inc., New York. 694 pp.
Skougstad, M.W., Fishman, M.J., Friedman, L.C., Erdman, D.E., and Duncan, S.S. (eds): 1979, ‘Method I-4600-78, Automated Phosphomolybdate Colorimetric Method for Total Phosphorus’, Book 5, Chapter A1 in Methods for Determination of Inorganic Substances in Water and Fluvial Sediments: Techniques of Water Resources Investigations of the United States Geological Survey, U.S. Government Printing Office, Washington, D.C.
Snedecor, G.W., and Cochran, W.G.: 1967, Statistical Methods, 6th edn., Iowa State University Press, Ames. 593 pp.
Stevens, D.L.: ‘Implementation of a National Environmental Monitoring Program,’ J. Environ. Manage. In press
Urquhart, N.S., Overton, W.S., and Birkes, D.S.: 1993, ‘Comparing Sampling Designs for Monitoring Ecological Status and Trends: Impact of Temporal Patterns’, pp. 71–85 in V. Barnett, (ed.,) Statistics in the Environment, John Wiley & Sons, Ltd., Sussex, England.
U.S. EPA: 1987, Handbook of Methods for Acid Deposition Studies: Laboratory Analyses for Surface Water Chemistry, EPA/600/4-87/026, U.S. Environmental Protection Agency, Office of Research and Development, Washington, D.C. 334 pp.
USGS: 1989, Digital Line Graphs from 1: 100 000-Scale Maps. Data Users Guide 2, U.S. Geological Survey, Reston, Virginia. 88 pp.
White, D., Kimmerling, A.J., and Overton, W.S.: 1992, ‘Cartographic and Geometric Components of a Global Sampling Design for Environmental Monitoring’, Cartography and Geographic Information Systems 19, 5–22.
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Larsen, D.P., Thornton, K.W., Urquhart, N.S. et al. The role of sample surveys for monitoring the condition of the nation's lakes. Environ Monit Assess 32, 101–134 (1994). https://doi.org/10.1007/BF00547131
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DOI: https://doi.org/10.1007/BF00547131