Skip to main content
Log in

The effects of soil fertility and scale on competition in ponderosa pine

  • Original Paper
  • Published:
European Journal of Forest Research Aims and scope Submit manuscript

Abstract

The intensity of competition between neighboring trees depends on local stand structure, and the influence of stand structure may vary across gradients in soil resource supplies. We used model selection techniques to look for variation in the nature and intensity of interactions between trees along a gradient of soil nitrogen supply in a 9-ha stand of old-growth ponderosa pine (Pinus ponderosa) in Colorado, USA. We used spatially explicit competition indexes to describe the interactions between trees and developed individual tree growth models to look at how soil nitrogen (N) supply affects competition. The growth of focal trees showed an asymmetric influence of neighbors up to 14-m distance. The predictive ability of our growth models more than doubled (to an r 2 = 0.69) as the size of the neighborhood used to calculate the competition indexes increased from a 2-m to a 14-m radius. The supply of soil nitrogen modified competition, with increasing N enhancing competition from neighbors. Neighborhood structure and soil resource supplies jointly influenced the growth of individual trees, but at different scales. Tree interactions are both spatially and temporally complex and may be studied most usefully with explicit evaluation of gradients in resource availability.

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

Access this article

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Baribault TW, Kobe RK (2011) Neighbour interactions strengthen with increased soil resources in a northern hardwood forest. J Ecol 99:1358–1372

    Article  Google Scholar 

  • Begon M (1984) Density and individual fitness: asymmetric competition. In: Shorrocks B (ed) Evolutionary ecology. Blackwell Scientific, Oxford, pp 175–194

    Google Scholar 

  • Bella IE (1971) A new competition model for individual trees. For Sci 17:364–372

    Google Scholar 

  • Bertness MD, Callaway R (1994) Positive interactions in communities. Trends Ecol Evol 9:191–193

  • Beyer F, Hertel D, Jung K, Fender AC, Leuschner C (2013) Competition effects on fine root survival of Fagus sylvatica and Fraxinus excelsior. For Ecol Manage 302:14–22

  • Binkley D, Hart SC (1989) The components of nitrogen availability assessments in forest soils. Adv Soil Sci 10:57–112

    Article  CAS  Google Scholar 

  • Binkley D, Laclau JP, Sterba H (2013a) Why one tree grows faster than another: patterns of light use and light use efficiency at the scale of individual trees and stands. For Ecol Manage 288:1–4

    Article  Google Scholar 

  • Binkley D, Campoe OC, Gsalptl M, Forrester D (2013b) Light absorption and use efficiency in forests: why patterns differ for trees and stands. For Ecol Manage 288:5–13

    Article  Google Scholar 

  • Boyden S, Binkley D, Senock R (2005a) Competition and facilitation between Eucalyptus and nitrogen-fixing Falcataria in relation to soil fertility. Ecology 86:992–1001

    Article  Google Scholar 

  • Boyden S, Binkley D, Shepperd W (2005b) Spatial and temporal patterns in structure, regeneration, and mortality of an old-growth ponderosa pine forest in the Colorado Front Range. For Ecol Manage 219:43–55

    Article  Google Scholar 

  • Burkhart HE, Tomé M (2012) Modeling forest trees and stands. Springer, Berlin

    Book  Google Scholar 

  • Burnham KP, Anderson DR (1998) Model selection and inference: a practical information-theoretic approach. Springer, New York

    Book  Google Scholar 

  • Canham CD, LePage PT, Coates KD (2004) A neighborhood analysis of canopy tree competition: effects of shading versus crowding. Can J For Res 34:778–787

    Article  Google Scholar 

  • Coates KD, Lilles EB, Astrup R (2013) Competitive interactions across a soil fertility gradient in a multispecies forest. J Ecol 101:806–818

  • Coomes DA, Grubb PJ (2000) Impacts of root competition in forests and woodlands: a theoretical framework and review of experiments. Ecol Mon 70:171–207

    Article  Google Scholar 

  • Diggle PJ (1978) Parameter-estimation for spatial point processes. J R Stat Soc Ser B-Method 40:178–181

    Google Scholar 

  • Edminster CB, Beeson RT, Metcalf GE (1980) Volume tables and point-sampling factors for ponderosa pine in the Front Range of Colorado. USDA Forest Service Research Paper RM-218, 1–14. Fort Collins

  • Gholz HL, Grier CC, Campbell AG, Brown AT (1979) Equations for estimating biomass and leaf area of plants in the Pacific Northwest. Research Paper 41, Forest Research Lab, Oregon State University, Corvallis

  • Goldberg DE (1987) Neighborhood competition in an old-field plant community. Ecology 68:1211–1223

    Article  Google Scholar 

  • Goldberg D, Novoplansky A (1997) On the relative importance of competition in unproductive environments. J Ecol 85:409–418

    Article  Google Scholar 

  • Grime JP (1973) Competitive exclusion in herbaceous vegetation. Nature 242:344–347

    Article  Google Scholar 

  • Grime JP (1979) Plant strategies and vegetation processes. Wiley, Chichester

    Google Scholar 

  • Harper JL (1977) Population biology of plants. Academic Press, London

    Google Scholar 

  • Holliday R (1960) Plant population and crop yield. Nature 186:22–24

    Article  Google Scholar 

  • Hubbell SP, Ahumada JA, Condit R, Foster RB (2001) Local neighborhood effects on long-term survival of individual trees in a neotropical forest. Ecol Res 16:859–875

    Article  Google Scholar 

  • Landsberg JJ (2003) Physiology in forest models: history and the future. For Biom Model Inf Sci 1:49–63

    Google Scholar 

  • Montieth JL (1977) Climate and the efficiency of crop production in Britain. Phil Trans R Soc B 281:277–294

    Article  Google Scholar 

  • Moore R (1992). Soil survey of Pike National Forest, eastern part, Colorado, parts of Douglas, El Paso, Jefferson and Teller counties. United States Department of Agriculture, Forest Service and Soil Conservation Service

  • Newman EI (1973) Competition and diversity in herbaceous vegetation. Nature 244:310

    Article  Google Scholar 

  • Oliver WW, Ryker RA (1990) Pinus ponderosa Dougl. ex Laws., ponderosa pine, Pinaceae, Pine family. Silvics of North America, Vol. Agriculture handbook (United States Department of Agriculture); 654., pp. 413-423. U.S. Department of Agriculture, Forest Service, Washington, D.C

  • Parker G (1930) Scrapbook pertaining to the history of the Colorado School of Forestry. Unpublished manuscript on file at the Tutt Library Special Collections, Colorado College, Colorado Springs, CO

  • Pretzsch H (2010) Forest dynamics, growth and yield: from measurement to model. Springer, Berlin

    Book  Google Scholar 

  • Reader RJ, Best BJ (1989) Variation in competition along an environmental gradient- Hieracium floribundum in an abandoned pasture. J Ecol 77:673–684

    Article  Google Scholar 

  • SAS Institute (2002) SAS statistical software. Version 9. SAS Institute, Cary

  • Schwinning S, Weiner J (1998) Mechanisms determining the degree of size asymmetry in competition among plants. Oecologia 113:447–455

    Article  Google Scholar 

  • Silander JA, Pacala SW (1985) Neighborhood predictors of plant performance. Oecologia 66:256–263

    Article  Google Scholar 

  • Stoll P, Weiner J, Schmid B (1994) Growth variation in a naturally established population of Pinus sylvestris. Ecology 75:660–670

    Article  Google Scholar 

  • Ter-Mikaelian MT, Korzukhin MD (1997) Biomass equations for sixty-five North American tree species. For Ecol Manage 97:1–24

    Article  Google Scholar 

  • Tilman D (1988) Plant strategies and the dynamics and structure of plant communities. Princeton University Press, Princeton

    Google Scholar 

  • Tisdale SL, Nelson WL, Beaton JD (1985) Soil fertility and fertilizers, 4th edn. Macmillan, New York

    Google Scholar 

  • Trinder CJ, Brooker RW, Davidson H, Robinson D (2012) A new hammer to crack an old nut: interspecific competitive resource capture by plants is regulated by nutrient supply, not climate. PLoS One 7(1): e29413. doi:10.1371/journal.pone.0029413

  • Uriarte M, Canham CD, Thompson J, Zimmerman J (2004a) A neighborhood analysis of tree growth and survival in a hurricane-driven tropical forest. Ecol Mon 74:591–614

    Article  Google Scholar 

  • Uriarte M, Condit R, Canham CD, Hubbell SP (2004b) A spatially explicit model of sapling growth in a tropical forest: Does the identity of neighbors matter? J Ecol 92:348–360

    Article  Google Scholar 

  • Wagner RG, Radosevich SR (1998) Neighborhood approach for quantifying interspecific competition in coastal Oregon forests. Ecol Appl 8:779–794

    Article  Google Scholar 

  • Waring RH (1983) Estimating forest growth and efficiency in relation to canopy leaf area. Adv Ecol Res 13:327–354

    Article  Google Scholar 

  • Weiner J (1982) A neighborhood model of annual-plant interference. Ecology 63:1237–1241

    Article  Google Scholar 

  • Weiner J (1984) Neighbourhood interference amongst Pinus rigida individuals. J Ecol 72:183–195

    Article  Google Scholar 

  • Weiner J, Thomas SC (1986) Size variability and competition in plant monocultures. Oikos 47:211–222

    Article  Google Scholar 

  • Weiner J, Mallory EB, Kennedy C (1990) Growth and variability in crowded and uncrowded populations of dwarf marigolds (Tagetes patula). Ann Bot 65:513–524

    Google Scholar 

  • White J, Harper JL (1970) Correlated changes in plant size and number in plant populations. J Ecol 58:467–485

    Article  Google Scholar 

  • Wilson JB (1988) The effect of initial advantage on the course of plant competition. Oikos 51:19–24

    Article  Google Scholar 

  • Wilson SD, Tilman D (1993) Plant competition and resource availability in response to disturbance and fertilization. Ecology 74:599–611

    Article  Google Scholar 

  • Yoda K, Kira T, Hozumi K (1957) Intraspecific competition among higher plants. IX. Further analysis of the competitive interaction between adjacent individuals. J. Inst Polyt 8:161–178

    Google Scholar 

Download references

Acknowledgments

We thank the USDA Forest Service Rocky Mountain Research Station for the use of tree data and for sustaining the research site and infrastructure of the Manitou Experimental Forest. For field and laboratory assistance special thanks goes to Chris Howard. Funding was provided by The Program for Interdisciplinary Mathematics, Statistics and Ecology (PRIMES), and McIntire–Stennis appropriations to Colorado State University. Dan Binkley was supported in part by a Wallenberg Professorship from the Royal Academy of Forestry and Agriculture and the Swedish University of Agricultural Sciences.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Suzanne Boyden.

Additional information

Handling editor: Aaron R. Weiskittel.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Boyden, S., Binkley, D. The effects of soil fertility and scale on competition in ponderosa pine. Eur J Forest Res 135, 153–160 (2016). https://doi.org/10.1007/s10342-015-0926-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10342-015-0926-7

Keywords

Navigation