Abstract
Natural range of variation (NRV) may be used to establish decision thresholds or action assessment points when ecological thresholds are either unknown or do not exist for attributes of interest in a managed ecosystem. The process for estimating NRV involves identifying spatial and temporal scales that adequately capture the heterogeneity of the ecosystem; compiling data for the attributes of interest via study of historic records, analysis and interpretation of proxy records, modeling, space-for-time substitutions, or analysis of long-term monitoring data; and quantifying the NRV from those data. At least 19 National Park Service (NPS) units in North America’s Great Plains are monitoring plant species richness and evenness as indicators of vegetation integrity in native grasslands, but little information on natural, temporal variability of these indicators is available. In this case study, we use six long-term vegetation monitoring datasets to quantify the temporal variability of these attributes in reference conditions for a variety of Great Plains grassland types, and then illustrate the implications of using different NRVs based on these quantities for setting management decision thresholds. Temporal variability of richness (as measured by the coefficient of variation, CV) is fairly consistent across the wide variety of conditions occurring in Colorado shortgrass prairie to Minnesota tallgrass sand savanna (CV 0.20–0.45) and generally less than that of production at the same sites. Temporal variability of evenness spans a greater range of CV than richness, and it is greater than that of production in some sites but less in other sites. This natural temporal variability may mask undesirable changes in Great Plains grasslands vegetation. Consequently, we suggest that managers consider using a relatively narrow NRV (interquartile range of all richness or evenness values observed in reference conditions) for designating a surveillance threshold, at which greater attention to the situation would be paid, and a broader NRV for designating management thresholds, at which action would be instigated.
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References
Adler, P. B., and J. M. Levine. 2007. Contrasting relationships between precipitation and species richness in space and time. Oikos 116:221–232.
Adler, P. B., W. R. Tyburczy, and W. K. Lauenroth. 2007. Long-term mapped quadrats from Kansas prairie: Demographic information for herbaceous plants. Ecology 88:2673.
Albertson, F. W., and J. E. Weaver. 1944. Nature and recovery of grassland from the Great Drought of 1933 to 1940. Ecological Monographs 14:393–479.
Anderson, R. C. 2006. Evolution and origin of the Central Grassland of North America: Climate, fire, and mammalian grazers. Journal of the Torrey Botanical Society 133:626–657.
Anderson, J., L. Vermiere, and P. B. Adler. 2011. Fourteen years of mapped, permanent quadrats in a northern mixed prairie, USA. Ecology 92:1703.
Axelrod, D. I. 1985. Rise of the grassland biome, central North America. Botanical Review 51:163–201.
Bagchi, S., D. D. Briske, X. B. Wu, M. P. McClaran, B. T. Bestelmeyer, and M. E. Fernandez-Gimenez. 2012. Empirical assessment of state-and-transition models with a long-term vegetation record from the Sonoran Desert. Ecological Applications 22:400–411.
Baker, W. L. 1992. Effects of settlement and fire suppression on landscape structure. Ecology 73:1879–1887.
Balvanera, P., A. B. Pfisterer, N. Buchmann, J.S. He, T. Nakashizuka, D. Raffaelli, and B. Schmid. 2006. Quantifying the evidence for biodiversity effects on ecosystem functioning and services. Ecology Letters 9:1146–1156.
Bennetts, R. E., J. E. Gross, K. Cahill, C. McIntyre, B. B. Bingham, A. Hubbard, L. Cameron, and S. L. Carter. 2007. Linking monitoring to management and planning: Assessment points as a generalized approach. The George Wright Forum 24:59–77.
Bergeron, Y., S. Gauthier, M. Flannigan, and V. Kafka. 2004. Fire regimes at the transition between mixedwood and coniferous boreal forest in northwestern Quebec. Ecology 85:1916–1932.
Bestelmeyer, B. T., J. R. Brown, K. M. Havstad, R. Alexander, G. Chavez, and J. E. Herrick. 2003. Development and use of state-and-transition models for rangelands. Journal of Range Management 56:114–126.
Bestelmeyer, B. T., A. J. Tugel, G. L. Peacock, Jr., D. G. Robinett, P. L. Shaver, J. R. Brown, J. E. Herrick, H. Sanchez, and K. M. Havstad. 2009. State-and-transition models for heterogeneous landscapes: A strategy for development and application. Rangeland Ecology & Management 62:1–15.
Biondini, M. E., A. A. Steuter, and C. E. Grygiel. 1989. Seasonal fire effects on the diversity patterns, spatial distribution and community structure of forbs in the northern Mixed Prairie, USA. Vegetatio 85:21–32.
Borchert, J. R. 1950. The climate of the central North American grassland. Annals of the Association of American Geographers 40:1–39.
Briggs, J. M., A. A. K. Knapp, J. M. Blair, J. L. Heisler, G. A. Hoch, M. S. Lett, and J. K. McCarron. 2005. An ecosystem in transition: Causes and consequences of the conversion of mesic grassland to shrubland. Bioscience 55:243–254.
Briske, D. D., S. D. Fuhlendorf, and F. E. Smeins. 2006. A unified framework for assessment and application of ecological thresholds. Rangeland Ecology and Management 59:225–236.
Cardinale, B. J., D. S. Srivastava, J. E. Duffy, J. P. Wright, A. Downing, M. Sankaran, and C. Jouseau. 2006. Effects of biodiversity on the functioning of trophic groups and ecosystems. Nature 443:989–992.
Cardinale, B. J., J. P. Wright, M. W. Cadotte, I. T. Carroll, A. Hector, D. S. Srivastava, M. Loreau, and J. J. Weis. 2007. Impacts of plant diversity on biomass production increase through time because of species complementarity. Proceedings of the National Academy of Sciences U S A 104:18123–18128.
Carlson, M., and W. A. Kurz. 2007. Approximating natural landscape pattern using aggregated harvest. Canadian Journal of Forest Research 37:1846–1853.
Clark, C. M., and D. Tilman. 2008. Loss of plant species after chronic low-level nitrogen deposition to prairie grasslands. Nature 451:712–715.
Collins, S. L. 2000. Disturbance frequency and community stability in native tallgrass prairie. The American Naturalist 155:311–325.
Collins, S. L., S. M. Glenn, and D. J. Gibson. 1995. Experimental analysis of intermediate disturbance and initial floristic composition: Decoupling cause and effect. Ecology 76:486–492.
Coppedge, B. R., D. M. Engle, C. S. Toepfer, and J. H. Shaw. 1998. Effects of seasonal fire, bison grazing and climatic variation on tallgrass prairie vegetation. Plant Ecology 139:235–246.
Cyr, D., S. Gauthier, Y. Bergeron, and C. Carcaillet. 2009. Forest management is driving the eastern North American boreal forest outside its natural range of variability. Frontiers in Ecology and the Environment 7:519–524.
DeBacker, M. D., A. N. Sasseen, C. Becker, G. A. Rowell, L. P. Thomas, J. R. Boetsch, and G. D. Willson. 2004. Vegetation community monitoring protocol for the Heartland I & M Network and Prairie Cluster Prototype Monitoring Program. Republic: National Park Service.
Doyon, F., S. Yamasaki, and R. Duchesneau. 2008. The use of the natural range of variability for identifying biodiversity values at risk when implementing a forest management strategy. Forestry Chronicle 84:316–329.
Duncan, S. L., B. C. McComb, and K. N. Johnson. 2010. Integrating ecological and social ranges of variability in conservation of biodiversity: Past, present, and future. Ecology and Society 15 (1): 5.
Egan, D., and E. A. Howell, editors. 2001a. The historical ecology handbook: A restorationist’s guide to reference ecosystems. Washington, DC: Island Press.
Egan, D., and E. A. Howell. 2001b. Introduction. In The historical ecology handbook: A restorationist’s guide to reference ecosystems, ed. D. Egan, and E. A. Howell, 1–23. Washington, DC: Island Press.
Ellison, A. M. 2001. Exploratory data analysis and graphic display. In Design and analysis of ecological experiments, ed. S. M. Scheiner, and J. Gurevitch, 37–62. New York: Oxford University Press.
Fargione, J., D. Tilman, R. Dybzinski, J. H. R. Lambers, C. Clark, W. S. Harpole, J. M. H. Knops, P. B. Reich, and M. Loreau. 2007. From selection to complementarity: Shifts in the causes of biodiversity-productivity relationships in a long-term biodiversity experiment. Proceedings of the Royal Society B-Biological Sciences 274:871–876.
Ford, E. S., A. E. Kelly, S. M. Teutsch, S. B. Thacker, and P. L. Garbe. 1999. Radon and lung cancer: A cost-effectiveness analysis. American Journal of Public Health 89:351–357.
Gibson, D. J., and L. C. Hulbert. 1987. Effects of fire, topography and year-to-year climatic variation on species composition in tallgrass prairie. Vegetatio 72:175–185.
Graves, H. S. 1899. The Black Hills Forest Reserve. In The nineteenth annual report of the survey, 1897–1898. Part V. Forest Reserves, 67–164. Washington, DC: U.S. Geological Survey.
Groffman, P. M., J. S. Baron, T. Blett, A. J. Gold, I. Goodman, L. H. Gunderson, B. M. Levinson, M. A. Palmer, H. W. Paerl, G. D. Peterson, N. L. Poff, D. W. Rejeski, J. F. Reynolds, M. G. Turner, K. C. Weathers, and J. Wiens. 2006. Ecological thresholds: The key to successful environmental management or an important concept with no practical application? Ecosystems 9:1–13.
Hartnett, D. C., K. R. Hickman, and L. E. Fischer Walter. 1996. Effects of bison grazing, fire, and topography on floristic diversity in tallgrass prairie. Journal of Range Management 49:412–420.
Hartnett, D. C., A. A. Steuter, and K. R. Hickman. 1997. Comparative ecology of native and introduced ungulates. Ecological Studies 125:72–101.
Harwell, M. A. 1997. Ecosystem management of south Florida. Bioscience 47:499–512.
Hastings, A., and D. B. Wysham. 2010. Regime shifts in ecological systems can occur with no warning. Ecology Letters 13:464–472.
Hector, A., and R. Bagchi. 2007. Biodiversity and ecosystem multifunctionality. Nature 448:188–191.
Heisler, J. L., J. M. Briggs, and A. K. Knapp. 2003. Long-term patterns of shrub expansion in a C4-dominated grassland: Fire frequency and the dynamics of shrub cover and abundance. American Journal of Botany 90:423–428.
Higgins, K. F. 1986. Interpretation and compendium of historical fire accounts in the northern Great Plains. Resource Publication, 161. Washington, DC: U. S. Fish and Wildlife Service.
Hooper, D. U., F. S. Chapin, III, J. J. Ewel, A. Hector, P. Inchausti, S. Lavorel, J. H. Lawton, D. M. Lodge, M. Loreau, S. Naeem, B. Schmid, H. Setälä, A. J. Symstad, J. Vandermeer, and D. A. Wardle. 2005. Effects of biodiversity on ecosystem functioning: A consensus of current knowledge. Ecological Monographs 75:3–35.
Isbell, F. I., and B. J. Wilsey. 2011. Increasing native, but not exotic, biodiversity increases above ground productivity in ungrazed and intensely grazed grasslands. Oecologia 165:771–781.
Knapp, A. K., J. M. Briggs, D. C. Hartnett, and S. L. Collins, eds. 1998. Grassland dynamics: Long-term ecological research in tallgrass prairie. New York: Oxford University Press.
Landres, P. B., P. Morgan, and F. J. Swanson. 1999. Overview of the use of natural variability concepts in managing ecological systems. Ecological Applications 9:1179–1188.
Lauenroth, W. K., I. C. Burke, and M. P. Gutmann. 1999. The structure and function of ecosystems in the central North American grassland region. Great Plains Research 9:223–259.
Magurran, A. E. 1988. Ecological diversity and its measurement. Princeton: Princeton University Press.
Manier, D., D. Shorrock, E. W. Schwieger, I. W. Ashton, B. Frakes, M. Britten, D. Pillmore, and J. Burke. 2011. Rocky Mountain Network vegetation composition structure and soils monitoring protocol: Small park grasslands, shrublands, and woodlands, Version 1.0. Natural Resource Report NPS/ROMN/NRR-2011/383. Fort Collins, CO: National Park Service.
Martin, J., M. C. Runge, J. D. Nichols, B. C. Lubow, and W. L. Kendall. 2009. Structured decision making as a conceptual framework to identify thresholds for conservation and management. Ecological Applications 19:1079–1090.
Morgan, P., G. H. Aplet, J. B. Haufler, H. C. Humphries, M. M. Moore, and W. D. Wilson. 1994. Historic range of variability: A useful tool for evaluating ecosystem change. Journal of Sustainable Forestry 2:87–111.
Mori, A. S., and K. P. Lertzman. 2011. Historic variability in fire-generated landscape heterogeneity of subalpine forests in the Canadian Rockies. Journal of Vegetation Science 22:45–58.
Munson, S. M., and W. K. Lauenroth. 2009. Plant population and community responses to removal of dominant species in the shortgrass steppe. Journal of Vegetation Science 20:224–232.
National Park Service. 2009. Interim technical guidance on defining meaningful desired conditions for natural resources. Fort Collins: National Park Service Biological Resource Management Division.
Plumb, G. E., and J. L. Dodd. 1993. Foraging ecology of bison and cattle on a mixed prairie: Implications for natural area management. Ecological Applications 3:631–643.
Ratajczak, Z., J. B. Nippert, J. C. Hartman, and T. W. Ocheltree. 2011. Positive feedbacks amplify rates of woody encroachment in mesic tallgrass prairie. Ecosphere 2:121.
Risser, P. G., E. C. Birney, H. D. Blocker, S. W. May, W. J. Parton, and J. A. Wiens. 1981. The true prairie ecosystem. Stroudsburg: Hutchinson Ross Publishing Company.
Sala, O. E., W. J. Parton, L. A. Joyce, and W. K. Lauenroth. 1988. Primary production of the central grassland region of the United States. Ecology 69:40–45.
Samson, F. B., and F. L. Knopf. 1994. Prairie conservation in North America. Bioscience 44:418–421.
Scheffer, M., and S. R. Carpenter. 2003. Catastrophic regime shifts in ecosystems: Linking theory to observation. Trends in Ecology & Evolution 18:648–656.
Schmid, B., P. Balvanera, B. J. Cardinale, J. Godbold, A. B. Pfisterer, D. Raffaelli, M. Solan, and D. S. Srivastava. 2009. Consequences of species loss for ecosystem functioning: meta-analyses of data from biodiversity experiments. In Biodiversity, ecosystem functioning, and human wellbeing, ed. S. Naeem, D. E. Bunker, A. Hector, M. Loreau, and C. Perrings, 14–29. Oxford: Oxford University Press.
Sherriff, R. L., E. E. Berg, and A. E. Miller. 2011. Climate variability and spruce beetle (Dendroctonus rufipennis) outbreaks in south-central and southwest Alaska. Ecology 92:1459–1470.
Sierra, C. A., M. E. Harmon, F. H. Moreno, S. A. Orrego, and I. J. Del Valle. 2007. Spatial and temporal variability of net ecosystem production in a tropical forest: Testing the hypothesis of a significant carbon sink. Global Change Biology 13:838–853.
Smart, A. J., B. H. Dunn, P. S. Johnson, L. Xu, and R. N. Gates. 2007. Using weather data to explain herbage yield on three Great Plains plant communities. Rangeland Ecology & Management 60:146–153.
Stafford Smith, M. 1996. Management of rangelands: Paradigms at their limits. In The ecology and management of grazing systems, ed. J. Hodgson and A. W. Illius, 325–357. Wallingford: CAB International.
Stoddard, J. L., D. P. Larsen, C. P. Hawkins, R. K. Johnson, and R. H. Norris. 2006. Setting expectations for the ecological condition of streams: The concept of reference condition. Ecological Applications 16:1267–1276.
Swanson, F. J., J. A. Jones, D. O. Wallin, and J. H. Cissel. 1994. Natural variability—implications for ecosystem management. In Volume II: Ecosystem management: principles and applications. Gen. Tech. Rep. PNW-GTR-318. ed. M. E. Jensen and P. S. Bourgeron, 80–94. Portland: U.S. Department of Agriculture, Forest Service.
Symstad, A. J. 2005. A pilot study for assessing the potential plant community impacts of re-introducing grazing to Scotts Bluff National Monument: Results and implications for further investigation. Keystone: USGS Northern Prairie Wildlife Research Center, Black Hills Station.
Symstad, A. J. 2011. A vegetation management plan for Fort Union Trading Post National Historic Site: Final report for interagency agreement number F154910005, Natural Resource Report NPS/FOUS/NRR–2011/456. Fort Collins: National Park Service.
Symstad, A. J., and J. L. Jonas. 2011. Incorporating biodiversity into rangeland health: Plant species richness and diversity in Great Plains grasslands. Rangeland Ecology & Management 64:555–572.
Symstad, A. J., R. A. Gitzen, C. L. Wienk, M. R. Bynum, D. J. Swanson, A. D. Thorstenson, and K. J. Paintner. 2011. Plant community composition and structure monitoring protocol for the Northern Great Plains I & M Network: Version 1.00, Natural Resource Report NPS/NRPC/NRR–2011/291. Fort Collins: National Park Service.
Teeri, J. A., and L. G. Stowe. 1976. Climatic patterns and the distribution of C4 grasses in North America. Oecologia 23:1–12.
Thompson, J. R., S. L. Duncan, and K. N. Johnson. 2009. Is there potential for the historical range of variability to guide conservation given the social range of variability? Ecology and Society 14 (1): 18.
Thrush, S. F., J. E. Hewitt, P. K. Dayton, G. Coco, A. M. Lohrer, A. Norkko, J. Norkko, and M. Chiantore. 2009. Forecasting the limits of resilience: Integrating empirical research with theory. Proceedings of the Royal Society B-Biological Sciences 276:3209–3217.
Tilman, D. 1987. Secondary succession and the pattern of plant dominance along experimental nitrogen gradients. Ecological Monographs 57:189–214.
Tilman, D. 2001. Effects of diversity and composition on grassland stability and productivity. In Ecology: Achievement and Challenge, ed. M. C. Press, N. J. Huntly, and S. Levin, 183–207. Cambridge: Cambridge University Press.
Tilman, D., and A. El Haddi. 1992. Drought and biodiversity in grasslands. Oecologia 89:257–264.
Towne, E. G., D. C. Hartnett, and R. C. Cochran. 2005. Vegetation trends in tallgrass prairie from bison and cattle grazing. Ecological Applications 15:1550–1559.
Unnasch, R. S., D. P. Braun, P. J. Comer, and G. E. Eckert. 2009. The ecological integrity assessment framework: A framework for assessing the ecological integrity of biological and ecological resources of the National Park System. Fort Collins: National Park Service.
Webb, W. L., S. R. Szarek, W. K. Lauenroth, R. S. Kinerson, and M. Smith. 1978. Primary productivity and water use on native forest, grassland, and desert ecosystems. Ecology 59:1239–1247.
Webb, W. L., W. K. Lauenroth, S. R. Szarek, and R. S. Kinerson. 1983. Primary production and abiotic controls in forests, grasslands, and desert ecosystems in the United States. Ecology 64:134–151.
Wienk, C., A. Thorstenson, J. Freeman, and D. Swanson. 2009. Northern Great Plains Fire Ecology Program Review 1997–2007. Internal report, U.S. Department of Interior, National Park Service, Midwest Regional Office, Fire & Aviation Management, Omaha, Nebraska.
Wohl, E. 2011. What should these rivers look like? Historical range of variability and human impacts in the Colorado Front Range, USA. Earth Surface Processes and Landforms 36:1378–1390.
Zavaleta, E. S., J. R. Pasari, K. B. Hulvey, and G. D. Tilman. 2010. Sustaining multiple ecosystem functions in grassland communities requires higher biodiversity. Proceedings of the National Academy of Sciences U S A 107:1443–1446.
Acknowledgments
At the time of the research for this manuscript Jayne Jonas was with IAP World Service, Inc. This project would not have been possible without access to the datasets provided by the Cedar Creek, Konza Prairie, and Shortgrass Steppe LTER Programs, the Kansas Agricultural Experiment Station—College Pasture at Hays, Kansas, and the Fort Keogh Livestock and Range Research Lab, Miles City, Montana. In particular, we thank Troy Mielke (Cedar Creek), Gene Towne (Konza), Seth Munson (SGS), and Peter Adler (Hays and Miles City) for assistance with information on the datasets. We also thank Greg Eckert, Diane Larson, and Glenn Guntenspergen for their helpful comments on an earlier version of this manuscript. Funding for this project was provided by the U.S. Geological Survey’s Park Monitoring Project. Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the US Government.
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Symstad, A., Jonas, J. (2014). Using Natural Range of Variation to Set Decision Thresholds: A Case Study for Great Plains Grasslands. In: Guntenspergen, G. (eds) Application of Threshold Concepts in Natural Resource Decision Making. Springer, New York, NY. https://doi.org/10.1007/978-1-4899-8041-0_8
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