Skip to main content
Log in

Assessing Coarse Woody Debris Nutrient Dynamics in Managed Northern Hardwood Forests Using a Matrix Transition Model

  • Published:
Ecosystems Aims and scope Submit manuscript

Abstract

Coarse woody debris (CWD) is a dynamic source of nutrients in managed forests of eastern North America. The temporal patterns of nutrient export from CWD are challenging to study, and efficient methods are lacking. We made empirical measurements of CWD density, volume, and nutrient concentrations in 5 stages of decay, and paired them with a decay class transition model to project the long-term nutrient dynamics of CWD in a managed northern hardwood forest. The model was used to describe stand-level changes in CWD nutrient pools over 40 years following a selection harvest, and to compare CWD nutrient pools in managed and unmanaged stands. The C content of CWD decreased throughout decay, and mirrored density losses. N, P, and Ca content increased throughout decay, Mg content remained relatively constant, and K was rapidly lost. At the stand level, despite a rapid loss of mass and density, the model projected an initial gain in total N, P and Ca stored in CWD during the first 4–8 years after harvest, whereas net C, Mg, and K began to decrease immediately. The average volume, mass, C and K stocks of CWD in managed stands were approximately 10% lower than unmanaged stands, and N, P, Ca, and Mg were up to 16% lower. This is the first study to use a decay class transition model to study the dynamics of nutrients other than C, and the model serves as a template upon which other models of CWD decay can be built.

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.

Figure 1
Figure 2

Similar content being viewed by others

References

  • Alban DH, Pastor J. 1993. Decomposition of aspen, spruce, and pine boles on two sites in Minnesota. Canadian Journal of Forest Research 23(1):1744–9.

    CAS  Google Scholar 

  • Arthur MA, Tritton LM, Fahey TJ. 1993. Dead bole mass and nutrients remaining 23 years after clear-felling of a northern hardwood forest. Canadian Journal of Forest Research 23:1298–305.

    CAS  Google Scholar 

  • Berch SM, Morris D, Malcolm J. 2011. Intensive forest biomass harvesting and biodiversity in Canada: a summary of relevant issues. Forestry Chronicle 87(4):478–87.

    Google Scholar 

  • Berger A, Palik B, D’Amato A, Fraver S, Bradford J, Nislow K, King D, Brooks R. 2013. Ecological impacts of energywood harvests: lessons from whole-tree harvesting and natural disturbance. Journal of Forestry 111:139–53.

    Google Scholar 

  • Boddy L, Watkinson SC. 1995. Wood decomposition, higher fungi, and their role in nutrient redistribution. Canadian Journal of Botany 73:1377–83.

    Google Scholar 

  • Bradford J, Weishampel P, Smith ML, Kolka R, Birdsey RA, Ollinger SV, Ryan MG. 2009. Detrital carbon pools in temperate forests: magnitude and potential for landscape-scale assessment. Canadian Journal of Forest Research 39:802–13.

    CAS  Google Scholar 

  • Caspersen JP. 2006. Elevated mortality of residual trees following single-tree felling in northern hardwood forests. Canadian Journal of Forest Research 36(5):1255–65.

    Google Scholar 

  • Cleary J, Caspersen JP. 2015. Comparing the life cycle impacts of using harvest residue as feedstock for small-and large-scale bioenergy systems (part I). Energy 88:917–26.

    CAS  Google Scholar 

  • Creed IF, Band LE. 1998. Export of nitrogen from catchments within a temperate forest: evidence for a unifying mechanism regulated by variable source area dynamics. Water Resources Research 34(11):3105–20.

    CAS  Google Scholar 

  • Creed IF, Webster KL, Morrison DL. 2004. A comparison of techniques for measuring density and concentrations of carbon and nitrogen in coarse woody debris at different stages of decay. Canadian Journal of Forest Research. 34:744–53.

    Google Scholar 

  • Driscoll CT, Driscoll KM, Mitchell MJ, Raynal DJ. 2003. Effects of acidic deposition on forest and aquatic ecosystems in New York State. Environmental Pollution 123(3):327–36.

    CAS  PubMed  Google Scholar 

  • Environment Canada. 2017. Canadian climate normals 1981-2010 station data: Haliburton 3. http://climate.weather.gc.ca/climate_normals/results_1981_2010_e.html?searchType=stnName&txtStationName=haliburton&searchMethod=contains&txtCentralLatMin=0&txtCentralLatSec=0&txtCentralLongMin=0&txtCentralLongSec=0&stnID=5170&dispBack=1.

  • Fisk MC, Zak DR, Crow TR. 2002. Nitrogen storage and cycling in old- and second-growth northern hardwood forests. Ecology 83:73–87.

    Google Scholar 

  • Fraver S, Milo AM, Bradford JB, D’Amato AW, Kenefic L, Palik BJ, Woodall CW, Brissette J. 2013. Woody debris volume depletion through decay: implications for biomass and carbon accounting. Ecosystems 16:1262–72.

    CAS  Google Scholar 

  • Fritts SF, Moorman CE, Hazel DW, Jackson BD. 2014. Biomass harvesting guidelines affect downed woody debris retention. Biomass and Bioenergy. 70:382–91.

    Google Scholar 

  • Gough CM, Vogel CS, Kazanski C, Nagel L, Flower CE, Curtis PS. 2007. Coarse woody debris and the carbon balance of a north temperate forest. Forest Ecology and Management. 244:60–7.

    Google Scholar 

  • Hale CM, Pastor J. 1998. Nitrogen content, decay rates, and decompositional dynamics of hollow versus solid hardwood logs in hardwood forests of Minnesota, USA. Canadian Journal of Forest Research 28:1276–85.

    Google Scholar 

  • Harmon ME, Fasth B, Woodall CW, Sexton J. 2013. Carbon concentration of standing and downed woody detritus: effects of tree taxa, decay class, position, and tissue type. Forest Ecology and Management 291:259–67.

    Google Scholar 

  • Harmon ME, Franklin JF, Swanson FJ, Sollins P, Gregory SV, Lattin JD, Anderson NH, Cline SP, Aumen NG, Sedell JR, Lienkaemper GW, Cromack K Jr, Cummins KW. 1986. Ecology of coarse woody debris in temperate ecosystems. Advances in Ecological Research 15:133–302.

    Google Scholar 

  • Harmon ME, Krankina ON, Sexton J. 2000. Decomposition vectors: a new approach to estimating woody detritus decomposition dynamics. Canadian Journal of Forest Research 30:76–84.

    Google Scholar 

  • Harmon ME, Nadelhoffer KJ, Blair JM. 1999. Measuring decomposition, nutrient turnover, and stores in plant litter. In: Robertson GP, Bledsoe CS, Coleman DC, Sollins P, Eds. Standard Soil Methods for Long Term Ecological Research. New York: Oxford University Press. p 202–40.

    Google Scholar 

  • Harmon ME, Woodall CW, Fasth B, Sexton J, Yatkov M. 2011. Differences between standing and downed dead tree wood density reduction factors: a comparison across decay classes and tree species. USDA Forest Service Research Papers NRS-15:40.

    Google Scholar 

  • Hoover CM, Leak WB, Keel BG. 2012. Benchmark carbon stocks from old-growth forests in northern New England, USA. Forest Ecology and Management. 266:108–14.

    Google Scholar 

  • Hornbeck JW, Smith CT, Martin QW, Tritton LM, Pierce RS. 1990. Effects of intensive harvesting on nutrient capitals of three forest types in New England. Forest Ecology and Management. 30:55–64.

    Google Scholar 

  • IPCC. 2014. Climate change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Field CB, Barros VR, Dokken DJ, Mach KJ, Mastrandrea MD, Bilir TE, Chatterjee M, Ebi KL, Estrada YO, Genova RC, Girma B, Kissel ES, Levy AN, MacCracken S, Mastrandrea PR, White LL (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.

  • Jeziorski A, Yan ND, Peterson AM, DeSellas AM, Turner MA, Jeffries DS. 2008. The widespread threat of calcium decline in fresh waters. Science 322:1374–7.

    CAS  PubMed  Google Scholar 

  • Johnson CE, Siccama TG, Denny EG, Koppers MM, Vogt DJ. 2014. In situ decomposition of northern hardwood tree boles: decay rates and nutrient dynamics in wood and bark. Canadian Journal of Forest Research 44:1515–24.

    CAS  Google Scholar 

  • Klockow PA, D’Amato AW, Bradford JB. 2013. Impacts of post-harvest slash and live-tree retention on biomass and nutrient stocks in Populus tremuloides Michx.-dominated forests, northern Minnesota, USA. Forest Ecology and Management 291:278–88.

    Google Scholar 

  • Klockow PA, D’Amato AW, Bradford JB, Fraver S. 2014. Nutrient concentrations in coarse and fine woody debris of Populus tremuloides Michx.-dominated forests, northern Minnesota, USA. Silva Fennica 48:1 Article id 962.

  • Krankina ON, Harmon ME, Griazkin AV. 1999. Nutrient stores and dynamics of woody detritus in a boreal forest: modeling potential implications at the stand level. Canadian Journal of Forest Research 29:20–32.

    Google Scholar 

  • Kreutzweiser DP, Hazlett PW, Gunn JM. 2008. Logging impacts on the biogeochemistry of boreal forest soils and nutrient export to aquatic ecosystems: a review. Environmental Reviews 16:157–79.

    CAS  Google Scholar 

  • Kruys N, Jonsson BG, Stahl G. 2002. A stage-based matrix model for decay-class dynamics of woody debris. Ecological Applications 12:773–81.

    Google Scholar 

  • Kurz WA, Dymond CC, White TM, Stinson G, Shaw CH, Rampley GJ, Smyth C, Simpson BN, Neilson ET, Trofymow JA, Metsaranta J, Apps MJ. 2009. CBM-CFS3: a model of carbon-dynamics in forestry and land-use change implementing IPCC standards. Ecological Modelling 220:480–504.

    Google Scholar 

  • Lambert RL, Lang GE, Reiners WA. 1980. Loss of mass and chemical-change in decaying boles of a subalpine balsam fir forest. Ecology 61:1460–73.

    Google Scholar 

  • Lynch JP, Sharpe WE, St. Clair SB. 2008. Key interactions between nutrient limitation and climatic factors in temperate forests: a synthesis of the sugar maple literature. Canadian Journal of Forest Research 38(3):401.

    Google Scholar 

  • Macmillan PC. 1988. Decomposition of coarse woody debris in an old-growth Indiana forest. Canadian Journal of Forest Research 18:1353–62.

    Google Scholar 

  • Majumdar I, Campbell KA, Maure J, Saleem I, Halasz J, Mutton J. 2017. Forest bioeconomy in Ontario—A policy discussion. Forestry Chronicle 92(1):21–31.

    Google Scholar 

  • Mäkinen H, Hynynen J, Siitonen J, Sievänen R. 2006. Predicting the decomposition of Scots pine, Norway spruce, and birch stems in Finland. Ecological Applications 16(5):1865–79.

    PubMed  Google Scholar 

  • Martin AR, Caspersen JP, Fuller MM, Jones TA, Thomas SC. 2014. Temporal dynamics and causes of postharvest mortality in a selection-managed tolerant hardwood forest. Forest Ecology and Management 314:183–92.

    Google Scholar 

  • McGee GG, Leopold DJ, Nyland RD. 1999. Structural characteristics of old-growth, maturing, and partially cut northern hardwood forests. Ecological Applications 9:1316–29.

    Google Scholar 

  • McKechnie J, Colombo S, Chen J, Mabee W, MacLean HL. 2010. Forest bioenergy or forest carbon? Assessing trade-offs in greenhouse gas mitigation with wood-based fuels. Environmental Science and Technology 45:789–95.

    PubMed  Google Scholar 

  • McLaughlin JW. 2014. Forest soil calcium dynamics and water quality: implications for forest management. Soil Science Society of America Journal 78(3):1003–20.

    Google Scholar 

  • Mladenoff DJ, Forrester JA, Schatz J. 2010. Impacts of biomass removal on carbon and nutrient pools in Wisconsin northern hardwood forests: establishment of a long-term study. Final Report on the Environmental and Economic Research and Development Program, Public Service Commission of Wisconsin and the Statewide Energy Efficiency and Renewables Administration. 38 p.

  • Mooshammer M, Wanek W, Zechmeister-Boltenstern S, Ricther A. 2014. Stoichiometric imbalances between terrestrial decomposer communities and their resources: mechanisms and implications of microbial adaptations to their resources. Frontiers in Microbiology. 6:22. https://doi.org/10.3389/fmicb.2014.00022.

    Article  Google Scholar 

  • OMNRF. 2015. Forest management guide to silviculture in the Great Lakes-St. Lawrence and Boreal Forests of Ontario. Toronto: Queens Printer for Ontario. p 394.

    Google Scholar 

  • Onega TL, Eickmeier WG. 1991. Woody detritus inputs and decomposition kinetics in a southern temperate deciduous forest. Bulletin of the Torrey Botanical Club 118:52–7.

    Google Scholar 

  • Palviainen M, Finer L, Laiho R, Shorohova E, Kapitsa E, Vanha-Majamaa I. 2010. Phosphorus and base cation accumulation and release patterns in decomposing Scots pine, Norway spruce and silver birch stumps. Forest Ecology and Management 260:1478–89.

    Google Scholar 

  • Phillips T, Watmough SA. 2012. A nutrient budget for a selection harvest: implications for long term sustainability. Canadian Journal of Forest Research 42:2064–77.

    CAS  Google Scholar 

  • Polit JI, Brown S. 1996. Mass and nutrient content of dead wood in a Central Illinois floodplain forest. Wetlands 16:488–94.

    Google Scholar 

  • Riffell S, Verschuyl J, Miller D, Wigley TB. 2011. Biofuel harvests, coarse woody debris, and biodiversity—A meta-analysis. Forest Ecology and Management 261:878–87.

    Google Scholar 

  • Rowe J. 1972. Forest regions of Canada. Ottawa, Ontario: Canadian Forest Service.

    Google Scholar 

  • Russell MB, Fraver S, Aakala T, Gove J, Woodall CW, D’Amato AW, Ducey MJ. 2015. Quantifying carbon stores and decomposition in dead wood: a review. Forest Ecology and Management 350:107–28.

    Google Scholar 

  • Russell MB, Woodall CW, Fraver S, D’Amato AW, Domke GM, Skog KE. 2014. Residence times and decay rates of downed woody debris biomass/carbon in eastern US forests. Ecosystems 17:765–77.

    CAS  Google Scholar 

  • Saunders MR, Fraver S, Wagner RG. 2011. Nutrient concentration of down woody debris in Mixedwood Forests in Central Maine, USA. Silva Fennica 45:197–210.

    Google Scholar 

  • Shabaga JA, Basiliko N, Caspersen JC, Jones TA. 2015. Seasonal controls on patterns of soil respiration and temperature sensitivity in a northern mixed deciduous forest following partial-harvesting. Forest Ecology and Management 348:208–19.

    Google Scholar 

  • Shortle WC, Smith KT, Jellison J, Schilling JS. 2012. Potential of decaying wood to restore root-available base cations in depleted forest soils. Canadian Journal of Forest Research 42(6):1015–24.

    CAS  Google Scholar 

  • Soil Classification Working Group. 1998. The Canadian System of Soil Classification. 3rd edn. Agriculture and Agri-Food Canada: Publication. p 1646.

    Google Scholar 

  • Tomlinson GH. 2003. Acidic deposition, nutrient leaching, and forest growth. Biogeochemistry 65:51–81.

    CAS  Google Scholar 

  • Vanderwel MC, Thorpe HC, Caspersen JP. 2010. Contributions of harvest slash to maintaining downed woody debris in selection-managed forests. Canadian Journal of Forest Research 40:1680–5.

    Google Scholar 

  • Vanderwel MC, Thorpe HC, Shuter JL, Caspersen JP, Thomas SC. 2008. Contrasting downed woody debris dynamics in managed and unmanaged northern hardwood stands. Canadian Journal of Forest Research 38:2850–61.

    Google Scholar 

  • Watkinson S, Bebber D, Darrah P, Fricker M, Tlalka M, Boddy L. 2006. The role of wood decay fungi in carbon and nitrogen dynamics of the forest floor. Fungi in biogeochemical cycles. Eds: Gadd, GM. Cambridge University Press, Cambridge, UK. pp. 151–181.

  • Watmough S, Dillon P. 2003. Calcium Losses from a Forested Catchment in South-Central Ontario, Canada. Environmental Science and Technology 37:3085–9.

    CAS  PubMed  Google Scholar 

  • Weggler K, Dobbertin M, Jungling E, Kaufmann E, Thurig E. 2012. Dead wood volume to dead wood carbon: the issue of conversion factors. European Journal of Forest Research 131:1423–38.

    Google Scholar 

  • Wiebe S, Morris D, Luckai N, Reid D. 2012. Coarse woody debris dynamics following biomass harvesting: tracking carbon and nitrogen patterns during early stand development in upland black spruce ecosystems. International Journal of Forest Engineering 23:25–32.

    Google Scholar 

  • Woodall CW, Liknes GC. 2008. Relationships between forest fine and coarse woody debris carbon stocks across latitudinal gradients in the United States as an indicator of climate change effect. Ecological Indicators 8:686–90.

    Google Scholar 

  • Yuan J, Hou L, Wei X, Shang Z, Cheng F, Zhang S. 2017. Decay and nutrient dynamics of coarse woody debris in the Qinling Mountains, China. PLoS ONE 12(4):e0175203.

    PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We are indebted to Mark Vanderwel for the decay transition model that comprised the foundation of this study, and for access to the input data. We thank the staff from the Ministry of Natural Resources, and Jon Schurman, Jason Shabaga, Vicky An and Joshua Kershaw for their help with fieldwork, and Carolyn Winsborough for assistance with laboratory analyses. We also thank Jason Shabaga for his comments that improved the content of this study. Sincere thanks go to Haliburton Forest and Wildlife Reserve for providing a venue for the research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Adam Gorgolewski.

Additional information

Author's contributions

AG wrote the paper and analysed the data; PR conceived of study design, performed research, analysed data, and contributed new methods and models; TJ conceived of study design and contributed new methods and models; NB conceived of study design and contributed new methods and models; JC conceived of study design and contributed new methods and models.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gorgolewski, A., Rudz, P., Jones, T. et al. Assessing Coarse Woody Debris Nutrient Dynamics in Managed Northern Hardwood Forests Using a Matrix Transition Model. Ecosystems 23, 541–554 (2020). https://doi.org/10.1007/s10021-019-00420-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10021-019-00420-7

Keywords

Navigation