Woody Plant Encroachment in Semi-arid Madrean Grasslands of Southeastern Arizona

Authors

  • Kelley J. O'Neal University of Maryland
  • Tatiana V. Loboda University of Maryland
  • John Rogan Clark University
  • Stephen Yool University of Arizona

Keywords:

Chihuahuan Desert, Madrean, Prosopis, Semi-arid grassland, Woody plant encroachment

Abstract

Semi-arid grasslands within the Madrean Archipelago of the Northern Chihuahuan Desert have been experiencing woody plant encroachment, leading to diminished species richness and ecosystem services. In order to better understand the dynamics of woody encroachment, we used the Landsat Thematic Mapper record from 1984 to 2008 to map changes in woody plant cover and identify spatial patterns and temporal trends. We used spectral mixture analysis to quantify the percent of woody plant cover in each pixel and a robust trend analysis to track per-pixel changes over the twenty-five year time series to generate the amount of change, rate of change, and change relative to initial cover. We observed an overall trend of increasing woody cover with a mean increase of 5 percent and substantial spatial variability in expansion amounts, with most values ranging between -2-11 percent. The mean rate of change across the region was 0.2 percent increase per year and the mean relative increase was 92 percent, meaning woody cover nearly doubled in the region over twenty-five years. Given current rates of increase, the region will likely reach the projected maximum woody plant cover of 35 percent to 45 percent between the years 2128 and 2178.

Author Biographies

  • Kelley J. O'Neal, University of Maryland

    Department of Geographical Sciences
    University of Maryland
    College Park, MD 20742

  • Tatiana V. Loboda, University of Maryland
    Department of Geographical Sciences
    University of Maryland
    College Park, MD 20742
  • John Rogan, Clark University
    Graduate School of Geography
    Clark University
    Worcester, MA, 01610
  • Stephen Yool, University of Arizona
    School of Geography and Development
    University of Arizona
    Tucson, AZ

References

Adams, J. B., M. O. Smith, and P. E. Johnson. 1986. Spectral mixture modelling: A new analysis of rock and soil types at Viking Lander. Journal of Geophysical Research 91:8113−8125.

Adams, J. B., V. Kapos, M. O. Smith, R. A. Filho, A. R. Gillespie, and D. A. Roberts. 1990. A new Landsat view of land use in Amazonia. Proceedings of the International Symposium on Primary Data Acquisition, ISPRS, Manaus, 1990 28 (1):177-185.

Adams, J. B., M. O. Smith, and A. R. Gillespie. 1993. Imaging spectroscopy: Interpretation based on spectral mixture analysis. In Remote Geochemical Analysis: Elemental and Mineralogical Composition, ed. C. M. Pieters and P. A. J. Englert, 145-166. New York: Cambridge University Press.

Adams, J. B., D. E. Sabol, V. Kapos, R. A. Filho, D. A. Roberts, M. O. Smith, and A. R. Gillespie. 1995. Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon. Remote Sensing of Environment 52:137−154.

Archer, S. 1994. Woody Plant Encroachment into Southwestern Grasslands and Savannas: Rates, Patterns, and Proximate Causes. In Ecological Implications of Livestock Herbivory in the West, ed. M. Vavra, W. Laycock, and R. Pieper, 13-68. Denver: Society of Range Management.

Asner, G. P. 1998. Biophysical and biochemical sources of variability in canopy reflectance. Remote Sensing of Environment 64:234-253.

Asner, G. P., A. R. Townsend, M. M. C. Bustamante, G. B. Nardoto, and L. P. Olander. 2004. Pasture degradation in the central Amazon: linking changes in carbon and nutrient cycling with remote sensing. Global Change Biology 10:844−862.

Bahre, C. J. 1991. A Legacy of Change: Historic Human Impact on Vegetation in the Arizona Borderlands. Tucson: University of Arizona Press.

Bock, C. E. and J. H. Bock. 2000. The view from Bald Hill: thirty years in an Arizona grassland. Berkeley: University of California Press.

Bock, C. E., R. A. Bailowitz, D. W. Danforth, Z. F. Jones, and J. H. Bock. 2007. Butterflies and exurban development in southeastern Arizona. Landscape and Urban Planning 80:34-44.

Brown, D. E. 1994. Biotic Communities: Southwestern United States and Northwestern Mexico. Salt Lake City: University of Utah Press.

Chopping, M., L. Su, A. Rango, J. V. Martonchik, D. P. C. Peters, and A. Laliberte. 2008. Remote sensing of woody shrub cover in desert grasslands using MISR with a geometric-optical canopy reflectance model. Remote Sensing of Environment 112:19-34.

Coppin, P., I. Jonckheere, K. Nackaerts, B. Muys, and E. Lambin. 2004. Digital change detection methods in ecosystem monitoring: A review. International Journal of Remote Sensing 25:1565−1596.

Donohue, R. J., T. R. McVicar, M. L. Roderick, and G. D. Farquhar. 2013. CO2 fertilisation has increased maximum foliage cover across the globe's warm, arid environments. Geophysical Research Letters 40:3031

Elmore, A. J., J. F. Mustard, S. J. Manning, and D. B. Lobell. 2000. Quantifying vegetation change in semiarid environments: Precision and accuracy of spectral mixture analysis and the Normalized Difference Vegetation Index. Remote Sensing of Environment 73:87

Fenneman, N. M. and D. W. Johnson. 1946. Physiographic Divisions of the United States. Washington, D. C.: United States Geological Survey. http://tapestry.usgs.gov/ (last accessed 11 November 2013).

Field, C. B., M. Behrenfeld, J. Randerson, and P. Falkowski. 1998. Primary production of the biosphere: integrating terrestrial and oceanic components. Science 281: 237

Gebow, B. and J. Hessil. 2006. Fort Huachuca Integrated Wildland Fire Management Plan in the Fort Huachuca Programmatic Biological Assessment. http://www.epa.gov/region9/nepa/epa-generated/huachuca/AppendixN.pdf (last accessed 7 September 2013).

Glendening, G. E. 1952. Some quantitative data on the increase of mesquite and cactus on a desert grassland range in southern Arizona. Ecology 33:319

Gori, D. F. and C. A. F. Enquist. 2003. An Assessment of the Spatial Extent and Condition of Grasslands in Central and Southern Arizona, Southwestern New Mexico and Northern Mexico.

Arizona: The Nature Conservancy, Arizona Chapter.

Haney, R. A. 1985. Arizona Soils. Tucson: College of Agriculture, University of Arizona. http://southwest.library.arizona.edu/azso/index.html (last accessed 28 August 2013).

Hastings, J. R. and R. M. Turner. 1965. The changing mile: An ecological study of vegetation change with time in the lower mile of an arid and semi-arid region. Tucson: University of Arizona Press.

Heald, W. F. 1967. Sky Island. Toronto: Van Nostrand Company.

Hibbert, A. R. 1977. Distribution of precipitation on rugged terrain in central Arizona. Hydrological Water Resources of Arizona and the Southwest 7:163-173.

Hostert, P., A. Roder, and J. Hill. 2003. Coupling spectral unmixing and trend analysis for monitoring of long-term vegetation dynamics in Mediterranean rangelands. Remote Sensing of the Environment 87:183-197.

Huang, C., S. E. Marsh, M. P. McClaran, and S. R. Archer. 2007. Postfire stand structure in a semiarid savanna: Cross-scale challenges estimating biomass. Ecological Applications, 17 (7):1899-1910.

Koprowski, J. L. 2005. A dearth of data on the mammals of the Madrean Archipelago: What we think we know and what we actually do know. In Connecting mountain islands and desert seas: biodiversity and management of the Madrean Archipelago II, ed. Gottfried, G. J., B. S. Gebow, L. G. Eskew and C. B. Edminster, 412-415. Fort Collins, CO: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station.

Kruse, F. A., A. B. Lefkoff, J. W. Boardman, K. B. Heidebrecht, A. T. Shapiro, J. P. Barloon, A. F. H. Goetz.. 1993. The spectral image processing system (SIPS)

Lowe, C. H. 1972. The vertebrates of Arizona. Tucson: University of Arizona Press.

Masek, J. G., E. F. Vermote, N. Saleous, R. Wolfe, E. F. Hall, F. Huemmrich, F. Gao, J. Kutler, and T.-K. Lim. 2006. A Landsat surface reflectance dataset for North America, 1990

McLaughlin, S. P., E. L. Geiger, and J. E. Bowers. 2001. Flora of the Appleton-Whittell Research Ranch, northeastern Santa Cruz County, Arizona. Journal of the Arizona

McNab, W. H. and P. E. Avers. 1994. Ecological subregions of the United States: Section descriptions. Ecosystem Management Report WO-WSA-5. Washington, DC: U.S. Department of Agriculture, Forest Service.

Okin, G. S., D. A. Roberts, B. Murray, and W. J. Okin. 2001. Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments. Remote Sensing of Environment 77:212−225.

Omernik, J. M. 1987. Ecoregions of the conterminous United States. Annals of the Association of American Geographers 77 (1):118-125.

O'Neal, K. J., J. Rogan, and S. Yool. 2005. Monitoring post-fire vegetation regeneration in a Madrean ecosystem. In Connecting mountain islands and desert seas: biodiversity and management of the Madrean Archipelago II, ed. Gottfried, G. J., B. S. Gebow, L. G. Eskew and C. B. Edminster, 533-535. Fort Collins, CO: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station.

Osborn, H. B. 1984. Estimating precipitation in mountainous regions. Journal of Hydraulic Engineering 110:1859-1863.

Roberts, D. A., M. O. Smith, and J. B. Adams. 1993. Green vegetation, non-photosynthetic vegetation, and soils in AVIRIS data. Remote Sensing of Environment 44:117

Roberts, D. A., M. Gardner, R. Church, S. Ustin, G. Scheer, and R. O. Green. 1998. Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models. Remote Sensing of Environment 65:267−279.

Roder, A., T. Udelhoven, J. Hill, G. del Barrio, and G. Tsiourlis. 2008. Trend analysis of Landsat-TM and

Rogan, J. and J. Franklin. 2001. Mapping wildfire burn severity in Southern California forests and shrublands using Enhanced Thematic Mapper imagery. Geocarto International 16:91-106.

Rogan, J., J. Franklin, and D. A. Roberts. 2002. A comparison of methods for monitoring multitemporal vegetation change using Thematic Mapper imagery. Remote Sensing of Environment 80:143-156.

Sankaran, M., N. P. Hanan, R. J. Scholes, J. Ratnam, D. J. Augustine, B. S. Cade, J. Gignoux, S. I. Higgins, X. L. Roux, F. Ludwig, J. Ardo, F. Banyikwa, A. Bronn, G. Bucini, K. K. Caylor, M. B. Coughenour, A. Diouf, W. Ekaya, C. J. Feral, E. C. February, P. G. H. Frost, P. Hiernaux, H. Hrabar, K. L. Metzger, H. H. T. Prins, S. Ringrose, W. Shea, J. Tews, J. Worden, and N. Zambatis. 2005. Determinants of woody cover in African savannas. Nature 438:846

Shimabukuro, Y. E. and J. A. Smith. 1991. The least-squares mixing models to generate fraction images derived from remote sensing multispectral data. IEEE Transactions on Geoscience and Remote Sensing 29 (1):16-20.

Shreve, F. 1942. The vegetation of Arizona. In Flowering plants and ferns of Arizona, ed. T. Kearney and R. Peebles, 10-23. Washington, DC: U.S. Department of Agriculture.

Skroch, M. 2008. Sky Islands of North America: A globally unique and threatened inland archipelago. Terrain.org, A Journal of the Built & Natural Environments 21:147-152.

Small, C. 2001. Estimation of urban vegetation abundance by spectral mixture analysis. International Journal of Remote Sensing 22:1305-1334.

Townshend, J. R. G., C. Huang, S. N. V. Kalluri, R. S. DeFries, S. Liang, and K. Yang. 2000. Beware of per-pixel characterization of land cover. International Journal of Remote Sensing 21:839

Turner, R. M., R. H. Webb, J. E. Bowers, and J. R. Hastings. 2003. The Changing Mile Revisited. Tucson: University of Arizona Press.

Van Auken, O. W. 2000. Shrub invasions of North American semiarid grasslands Annual Review Ecology and Systematics 31:197

Warshall, P. 1995. The Madrean Sky Island Archipelago: A Planetary Overview, In Biodiversity and management of the Madrean Archipelago, ed. L. F. DeBano, P. F. Ffolliott, A. Ortega-Rubio, G. J. Gottfried, R. H. Hamre and C. B. Edminster, 7-18. Fort Collins, CO: U.S. Department of Agriculture, Forest Service.

Wessman, C. A., S. A. Archer, L. C. Johnson, and G. P. Asner. 2004. Woodland expansion in U.S. grasslands. In Land Change Science, ed. G. Gutman, A. C. Janetos, C. O. Justice, E. F. Moran, J. F. Mustard, R. R. Rindfuss, D. Skole, B. L. Turner II, and M. A. Cochrane, 185

White, M. A., G. P. Asner, R. R. Nemani, J. L. Privette, and S. W. Running. 2000. Measuring fractional cover and leaf area index in arid ecosystems: digital camera, radiation transmittance, and laser altimetry methods. Remote Sensing of Environment 74 (1): 45-57.

Whittaker, R. H. and W. A. Niering. 1965. Vegetation of the Santa Catalina Mountains, II. A gradient analysis of the south slope. Ecology 46:429-452.

Xiao, J. and A. Moody. 2005. A comparison of methods for estimating fractional green vegetation cover within a desert-to-upland transition zone in central New Mexico, USA. Remote Sensing of Environment 98:237-250.

Published

2013-12-31

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