Skip to main content
Log in

Gradient modeling: A new approach to fire modeling and wilderness resource management

  • Research
  • Published:
Environmental Management Aims and scope Submit manuscript

Abstract

Managers of wilderness resources must maintain, preserve, and sometimes restore pristine ecosystems while providing for public use and enjoyment of these areas. These managers require a resource information system that can store, retrieve and integrate basic data, synthesize components to solve particular problems, and provide simulations and predictions of natural processes and management actions. Traditional information systems based on land classification and type-mapping do not provide these capabilities.

Gradient modeling, a new approach to resource management and forest fire simulation, has been developed to meet these needs in Glacier National Park. The method links four major components: (1) a terrestrial site inventory coded from aerial photographs that offers 10-m resolution; (2) gradient models of vegetation and fuel that derive quantitative stand compositional data from the parameters stored in the coded inventory; (3) a fuel moisture and microclimate model that extrapolates basestation weather data to remote sites using the parameters stored in the inventory; and (4) fire behavior and fire ecology models that integrate the data from the inventory and models to calculate real-time fire behavior and ecological succession following a fire.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bray, J. R., 1956, A study of the mutual occurrence of plant species: Ecology v. 37, p. 21–28.

    Google Scholar 

  • Bray, J. R., 1960, The composition of the savanna vegetation of Wisconsin: Ecology v. 41, p. 721–732.

    Google Scholar 

  • Bray, J. R., 1961, A test for estimating the relative informativeness of vegetation gradients: J. Ecol. v. 49, p. 631–642.

    Google Scholar 

  • Bray, J. R., and J. T. Curtis, 1957, An ordination of the upland forest communities of southern Wisconsin: Ecol. Monogr. v. 27, p. 325–345.

    Google Scholar 

  • Dwyer, D. B., and S. R. Kessell, 1975, Gradient based Resource Basic Inventory (RBI): Bull. Ecol. Soc. Amer. v. 56, p. 26–27, 49-50.

    Google Scholar 

  • Habeck, J. R., 1970a, The vegetation of Glacier National Park, Montana. National Park Service, West Glacier, MT. 132 p. (mimeo).

    Google Scholar 

  • Habeck, J. R., 1970b, Fire ecology investigations in Glacier National Park: Univ. Montana, Missoula. 80 p.

    Google Scholar 

  • Kessell, S. R., 1973, A model for wilderness fire management: Bull. Ecol. Soc. Amer. v. 54, p. 17.

    Google Scholar 

  • Kessell, S. R., 1974, Checklist of Vascular Plants of Glacier National Park, Montana: Glacier Natur. Hist. Assn., West Glacier, MT. 79 p.

    Google Scholar 

  • Kessell, S. R., 1975a, Glacier National Park Basic Resources and Fire Ecology Systems Model: User's Manual. Gradient Modeling, Inc., West Glacier, MT. 87 p.

    Google Scholar 

  • Kessell, S. R., 1975b, The Glacier National Park basic resources and fire ecology model: Bull. Ecol. Soc. Amer. v. 56, p. 49.

    Google Scholar 

  • 1976, Wildland inventories and fire modeling by gradient analysis in Glacier National Park. Joint 1974 Tall Timbers Fire Ecology Conf.: Intermountain Fire and Land Symp. (in press).

  • Kessell, S. R., Dwyer, D. B., and W. M. Colony. 1975, Gradient analysis and resource management: Bull. Ecol. Soc. Amer. v. 56, p. 50.

    Google Scholar 

  • Mason, D. L., and S. R. Kessell, 1975, A fuel moisture and microclimate model for Glacier National Park: Bull. Ecol. Soc. Amer. v. 65, p. 50.

    Google Scholar 

  • Rothermel, R. C., 1972, A mathematical model for predicting fire spread in wildland fuels: USDA Forest Service Res. Paper INT-115. 40 p.

  • Whittaker, R. H., 1956, Vegetation of the Great Smoky Mountains: Ecol. Monogr. v. 26, p. 1–80.

    Google Scholar 

  • Whittaker, R. H., 1960, Vegetation of the Siskiyou Mountains, Oregon and California: Ecol. Monogr. v. 30, p. 279–338.

    Google Scholar 

  • Whittaker, R. H., 1967, Gradient analysis of vegetation: Biol. Rev. v. 42, p. 207–264.

    PubMed  Google Scholar 

  • Whittaker, R. H., 1970a, Communities and Ecosystems: New York, MacMillan, 162 p.

    Google Scholar 

  • 1970b, The population structure of vegetation. In Gesellschaftsmorphologie (R. Tuxen, ed.). Ber. Int. Sympos. Rinteln 1966: 39-62. Junk, The Hague, Netherlands. 1973a, Approaches to classifying vegetation,in R. H. Whittaker, ed., Handbook of Vegetation Science 5: Ordination and classification of communities: Junk, The Hague, Netherlands.

  • 1973b, Direct gradient analysis: techniques,in R. H. Whittaker, ed., Handbook of Vegetation Science 5: Ordination and classification of communities; Junk, The Hague, Netherlands.

  • 1973c, Direct gradient analysis: results,in R. H. Whittaker, ed., Handbook of Vegetation Science 5: Ordination and classification of commjnities: Junk, The Hague, Netherlands.

  • Whittaker, R. H., and W. A. Niering, 1965, Vegetation of the Santa Cataline Mountains, Arizona: a gradient analysis of the south slope. Ecology v. 46, p. 429–452.

    Google Scholar 

  • and H. G. Gauch, Jr., 1973, Evaluation of ordination techniques,in R. H. Whittaker, ed., Handbook of Vegetation Science 5: Ordination and classification of communities: Junk, The Hague, Netherlands.

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kessell, S.R. Gradient modeling: A new approach to fire modeling and wilderness resource management. Environmental Management 1, 39–48 (1977). https://doi.org/10.1007/BF01867398

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01867398

Key words

Navigation