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Title: Boom and bust carbon-nitrogen dynamics during reforestation

Abstract

Legacies of historical land use strongly shape contemporary ecosystem dynamics. In old-field secondary forests, tree growth embodies a legacy of soil changes affected by previous cultivation. Three patterns of biomass accumulation during reforestation have been hypothesized previously, including monotonic to steady state, non-monotonic with a single peak then decay to steady state, and multiple oscillations around the steady state. Here, in this paper, the conditions leading to the emergence of these patterns is analyzed. Using observations and models, we demonstrate that divergent reforestation patterns can be explained by contrasting time-scales in ecosystem carbon-nitrogen cycles that are influenced by land use legacies. Model analyses characterize non-monotonic plant-soil trajectories as either single peaks or multiple oscillations during an initial transient phase controlled by soil carbon-nitrogen conditions at the time of planting. Oscillations in plant and soil pools appear in modeled systems with rapid tree growth and low initial soil nitrogen, which stimulate nitrogen competition between trees and decomposers and lead the forest into a state of acute nitrogen deficiency. High initial soil nitrogen dampens oscillations, but enhances the magnitude of the tree biomass peak. These model results are supported by data derived from the long-running Calhoun Long-Term Soil-Ecosystem Experiment from 1957 tomore » 2007. Observed carbon and nitrogen pools reveal distinct tree growth and decay phases, coincident with soil nitrogen depletion and partial re-accumulation. Further, contemporary tree biomass loss decreases with the legacy soil C:N ratio. These results support the idea that non-monotonic reforestation trajectories may result from initial transients in the plant-soil system affected by initial conditions derived from soil changes associated with land-use history.« less

Authors:
 [1];  [2];  [3];  [4];  [4];  [4]
  1. Marquette Univ., Milwaukee, WI (United States); Duke Univ., Durham, NC (United States)
  2. Oregon State Univ., Corvallis, OR (United States); Duke Univ., Durham, NC (United States)
  3. Univ. of Florida, Gainesville, FL (United States)
  4. Duke Univ., Durham, NC (United States)
Publication Date:
Research Org.:
Duke Univ., Durham, NC (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1533724
Alternate Identifier(s):
OSTI ID: 1549552
Grant/Contract Number:  
SC0006967
Resource Type:
Accepted Manuscript
Journal Name:
Ecological Modelling
Additional Journal Information:
Journal Volume: 360; Journal Issue: C; Journal ID: ISSN 0304-3800
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Reforestation; Nutrient cycling; Soil nitrogen; Plant-soil feedbacks; Dynamical systems; Land use legacy

Citation Formats

Parolari, Anthony J., Mobley, Megan L., Bacon, Allan R., Katul, Gabriel G., Richter, Daniel deB., and Porporato, Amilcare. Boom and bust carbon-nitrogen dynamics during reforestation. United States: N. p., 2017. Web. doi:10.1016/j.ecolmodel.2017.06.023.
Parolari, Anthony J., Mobley, Megan L., Bacon, Allan R., Katul, Gabriel G., Richter, Daniel deB., & Porporato, Amilcare. Boom and bust carbon-nitrogen dynamics during reforestation. United States. https://doi.org/10.1016/j.ecolmodel.2017.06.023
Parolari, Anthony J., Mobley, Megan L., Bacon, Allan R., Katul, Gabriel G., Richter, Daniel deB., and Porporato, Amilcare. Sat . "Boom and bust carbon-nitrogen dynamics during reforestation". United States. https://doi.org/10.1016/j.ecolmodel.2017.06.023. https://www.osti.gov/servlets/purl/1533724.
@article{osti_1533724,
title = {Boom and bust carbon-nitrogen dynamics during reforestation},
author = {Parolari, Anthony J. and Mobley, Megan L. and Bacon, Allan R. and Katul, Gabriel G. and Richter, Daniel deB. and Porporato, Amilcare},
abstractNote = {Legacies of historical land use strongly shape contemporary ecosystem dynamics. In old-field secondary forests, tree growth embodies a legacy of soil changes affected by previous cultivation. Three patterns of biomass accumulation during reforestation have been hypothesized previously, including monotonic to steady state, non-monotonic with a single peak then decay to steady state, and multiple oscillations around the steady state. Here, in this paper, the conditions leading to the emergence of these patterns is analyzed. Using observations and models, we demonstrate that divergent reforestation patterns can be explained by contrasting time-scales in ecosystem carbon-nitrogen cycles that are influenced by land use legacies. Model analyses characterize non-monotonic plant-soil trajectories as either single peaks or multiple oscillations during an initial transient phase controlled by soil carbon-nitrogen conditions at the time of planting. Oscillations in plant and soil pools appear in modeled systems with rapid tree growth and low initial soil nitrogen, which stimulate nitrogen competition between trees and decomposers and lead the forest into a state of acute nitrogen deficiency. High initial soil nitrogen dampens oscillations, but enhances the magnitude of the tree biomass peak. These model results are supported by data derived from the long-running Calhoun Long-Term Soil-Ecosystem Experiment from 1957 to 2007. Observed carbon and nitrogen pools reveal distinct tree growth and decay phases, coincident with soil nitrogen depletion and partial re-accumulation. Further, contemporary tree biomass loss decreases with the legacy soil C:N ratio. These results support the idea that non-monotonic reforestation trajectories may result from initial transients in the plant-soil system affected by initial conditions derived from soil changes associated with land-use history.},
doi = {10.1016/j.ecolmodel.2017.06.023},
journal = {Ecological Modelling},
number = C,
volume = 360,
place = {United States},
year = {Sat Jul 15 00:00:00 EDT 2017},
month = {Sat Jul 15 00:00:00 EDT 2017}
}

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Works referenced in this record:

Nutrient Accumulation and Cycling in Loblolly Pine (Pinus taeda L.) Plantation Ecosystems: The First Twenty Years
journal, January 1972


The old Norway spruce forests of northern boreal Fennoscandia are alive and well: a review of Sirén (1955)
journal, October 2010


Forest soil carbon and nitrogen cycles under biomass harvest: Stability, transient response, and feedback
journal, June 2016


Production and biomass turnover in stationary stage-structured populations
journal, March 1985


Regional validation and improved parameterization of the 3-PG model for Pinus taeda stands
journal, February 2016

  • Gonzalez-Benecke, Carlos A.; Teskey, Robert O.; Martin, Timothy A.
  • Forest Ecology and Management, Vol. 361
  • DOI: 10.1016/j.foreco.2015.11.025

Dynamics of resource production and utilisation in two-component biosphere-human and terrestrial carbon systems
journal, January 2007


Boom-and-Bust Development Patterns Across the Amazon Deforestation Frontier
journal, June 2009


Surficial gains and subsoil losses of soil carbon and nitrogen during secondary forest development
journal, September 2014

  • Mobley, Megan L.; Lajtha, Kate; Kramer, Marc G.
  • Global Change Biology, Vol. 21, Issue 2
  • DOI: 10.1111/gcb.12715

Interaction of ice storms and management practices on current carbon sequestration in forests with potential mitigation under future CO 2 atmosphere
journal, January 2006

  • McCarthy, Heather R.; Oren, Ram; Kim, Hyun-Seok
  • Journal of Geophysical Research, Vol. 111, Issue D15
  • DOI: 10.1029/2005JD006428

Competition and Tree Death
journal, September 1987

  • Peet, Robert K.; Christensen, Norman L.
  • BioScience, Vol. 37, Issue 8
  • DOI: 10.2307/1310669

Soil carbon stocks and land use change: a meta analysis
journal, April 2002


Effects of nitrogen deposition on greenhouse‐gas fluxes for forests and grasslands of North America
journal, December 2012

  • Templer, Pamela H.; Pinder, Robert W.; Goodale, Christine L.
  • Frontiers in Ecology and the Environment, Vol. 10, Issue 10
  • DOI: 10.1890/120055

The Dilemma of Plants: To Grow or Defend
journal, September 1992

  • Herms, Daniel A.; Mattson, William J.
  • The Quarterly Review of Biology, Vol. 67, Issue 3
  • DOI: 10.1086/417659

Carbon sequestration in the trees, products and soils of forest plantations: an analysis using UK examples
journal, July 1992


A theoretical analysis of nonlinearities and feedbacks in soil carbon and nitrogen cycles
journal, July 2007


Scaling from Trees to Forests: Tractable Macroscopic Equations for Forest Dynamics
journal, November 2008

  • Strigul, Nikolay; Pristinski, Denis; Purves, Drew
  • Ecological Monographs, Vol. 78, Issue 4
  • DOI: 10.1890/08-0082.1

Accumulation and decay of woody detritus in a humid subtropical secondary pine forest
journal, February 2013

  • Mobley, Megan L.; Richter, Daniel deB.; Heine, Paul R.
  • Canadian Journal of Forest Research, Vol. 43, Issue 2
  • DOI: 10.1139/cjfr-2012-0222

An analytical solution to study substrate-microbial dynamics in soils
journal, April 2013


Feedback for physicists: A tutorial essay on control
journal, August 2005


Nitrogen loss from unpolluted South American forests mainly via dissolved organic compounds
journal, January 2002

  • Perakis, Steven S.; Hedin, Lars O.
  • Nature, Vol. 415, Issue 6870
  • DOI: 10.1038/415416a

Mountain pine beetle and forest carbon feedback to climate change
journal, April 2008

  • Kurz, W. A.; Dymond, C. C.; Stinson, G.
  • Nature, Vol. 452, Issue 7190
  • DOI: 10.1038/nature06777

Complex response of the forest nitrogen cycle to climate change
journal, February 2012

  • Bernal, S.; Hedin, L. O.; Likens, G. E.
  • Proceedings of the National Academy of Sciences, Vol. 109, Issue 9
  • DOI: 10.1073/pnas.1121448109

Hydrologic controls on soil carbon and nitrogen cycles. I. Modeling scheme
journal, January 2003


Transients: the key to long-term ecological understanding?
journal, January 2004


Legacies of agriculture and forest regrowth in the nitrogen of old-field soils
journal, November 2000


Nitrogen Availability and Nitrogen Use Efficiency in Loblolly Pine Stands
journal, February 1986

  • Birk, Elaine M.; Vitousek, Peter M.
  • Ecology, Vol. 67, Issue 1
  • DOI: 10.2307/1938504

Stoichiometric controls on carbon, nitrogen, and phosphorus dynamics in decomposing litter
journal, February 2010

  • Manzoni, Stefano; Trofymow, John A.; Jackson, Robert B.
  • Ecological Monographs, Vol. 80, Issue 1
  • DOI: 10.1890/09-0179.1

Forest Models Defined by Field Measurements: Estimation, Error Analysis and Dynamics
journal, February 1996

  • Pacala, Stephen W.; Canham, Charles D.; Saponara, John
  • Ecological Monographs, Vol. 66, Issue 1
  • DOI: 10.2307/2963479

Rapid accumulation and turnover of soil carbon in a re-establishing forest
journal, July 1999

  • Richter, Daniel D.; Markewitz, Daniel; Trumbore, Susan E.
  • Nature, Vol. 400, Issue 6739
  • DOI: 10.1038/21867

Global patterns of terrestrial biological nitrogen (N 2 ) fixation in natural ecosystems
journal, June 1999

  • Cleveland, Cory C.; Townsend, Alan R.; Schimel, David S.
  • Global Biogeochemical Cycles, Vol. 13, Issue 2
  • DOI: 10.1029/1999GB900014

Modeling and measuring the effects of disturbance history and climate on carbon and water budgets in evergreen needleleaf forests
journal, December 2002


Interplay of drought and tropical cyclone activity in SE U.S. gross primary productivity: Impacts of TC Activity on SE U.S. GPP
journal, June 2016

  • Lowman, Lauren E. L.; Barros, Ana P.
  • Journal of Geophysical Research: Biogeosciences, Vol. 121, Issue 6
  • DOI: 10.1002/2015JG003279

Functional Ecology of Free-Living Nitrogen Fixation: A Contemporary Perspective
journal, December 2011


Effects of afforestation on water yield: a global synthesis with implications for policy
journal, October 2005


Convergence During Secondary Forest Succession
journal, March 1984

  • Christensen, N. L.; Peet, R. K.
  • The Journal of Ecology, Vol. 72, Issue 1
  • DOI: 10.2307/2260004

Legacy Effects in Material Flux: Structural Catchment Changes Predate Long-Term Studies
journal, June 2012


Net primary productivity following forest fire for Canadian ecoregions
journal, June 2000

  • Amiro, B. D.; Chen, J. M.; Liu, Jinjun
  • Canadian Journal of Forest Research, Vol. 30, Issue 6
  • DOI: 10.1139/x00-025

Nutrient Changes in Decomposing Loblolly Pine Forest Floor
journal, November 1980


Effects of soil moisture, temperature, and inorganic nitrogen on nitric oxide emissions from acidic tropical savannah soils
journal, January 1993

  • Cárdenas, Laura; Rondón, Alberto; Johansson, Christer
  • Journal of Geophysical Research, Vol. 98, Issue D8
  • DOI: 10.1029/93JD01020

A global meta-analysis of soil exchangeable cations, pH, carbon, and nitrogen with afforestation
journal, December 2009

  • Berthrong, Sean T.; Jobbágy, Esteban G.; Jackson, Robert B.
  • Ecological Applications, Vol. 19, Issue 8
  • DOI: 10.1890/08-1730.1

Qualitative Analysis of Insect Outbreak Systems: The Spruce Budworm and Forest
journal, February 1978

  • Ludwig, D.; Jones, D. D.; Holling, C. S.
  • The Journal of Animal Ecology, Vol. 47, Issue 1
  • DOI: 10.2307/3939

Soil Chemical Change during Three Decades in an Old-Field Loblolly Pine (Pinus Taeda L.) Ecosystem
journal, July 1994

  • Richter, D. D.; Markewitz, D.; Wells, C. G.
  • Ecology, Vol. 75, Issue 5
  • DOI: 10.2307/1937469

A Method for Scaling Vegetation Dynamics: the Ecosystem Demography Model (ed)
journal, November 2001


Progressive Nitrogen Limitation of Ecosystem Responses to Rising Atmospheric Carbon Dioxide
journal, January 2004


Parameterization and Sensitivity Analysis of the BIOME–BGC Terrestrial Ecosystem Model: Net Primary Production Controls
journal, January 2000


The Strategy of Ecosystem Development
journal, April 1969


A comparison of presettlement and modern forest composition along an elevation gradient in central New Hampshire
journal, January 2012

  • Vadeboncoeur, Matthew A.; Hamburg, Steven P.; Cogbill, Charles V.
  • Canadian Journal of Forest Research, Vol. 42, Issue 1
  • DOI: 10.1139/x11-169

A process-based, terrestrial biosphere model of ecosystem dynamics (Hybrid v3.0)
journal, February 1997


An Analytical Approach to Ecosystem Biogeochemistry Modeling
journal, June 2003


Drought impact on forest growth and mortality in the southeast USA: an analysis using Forest Health and Monitoring data
journal, April 2009

  • Klos, Ryan J.; Wang, G. Geoff; Bauerle, William L.
  • Ecological Applications, Vol. 19, Issue 3
  • DOI: 10.1890/08-0330.1

Understanding ecosystem retrogression
journal, November 2010

  • Peltzer, Duane A.; Wardle, David A.; Allison, Victoria J.
  • Ecological Monographs, Vol. 80, Issue 4
  • DOI: 10.1890/09-1552.1

Carbon use efficiency of microbial communities: stoichiometry, methodology and modelling
journal, April 2013

  • Sinsabaugh, Robert L.; Manzoni, Stefano; Moorhead, Daryl L.
  • Ecology Letters, Vol. 16, Issue 7
  • DOI: 10.1111/ele.12113

Application of BIOME-BGC model to managed forests
journal, December 2006


Multimodel simulations of forest harvesting effects on long-term productivity and CN cycling in aspen forests
journal, September 2014

  • Wang, Fugui; Mladenoff, David J.; Forrester, Jodi A.
  • Ecological Applications, Vol. 24, Issue 6
  • DOI: 10.1890/12-0888.1

``BACWAVE,'' a Spatial–Temporal Model for Traveling Waves of Bacterial Populations in Response to a Moving Carbon Source in Soil
journal, August 2000

  • Zelenev, V. V.; van Bruggen, A. H. C.; Semenov, A. M.
  • Microbial Ecology, Vol. 40, Issue 3
  • DOI: 10.1007/s002480000029

Carbon consequences of forest disturbance and recovery across the conterminous United States: FOREST DISTURBANCE AND CARBON DYNAMICS
journal, January 2012

  • Williams, Christopher A.; Collatz, G. James; Masek, Jeffrey
  • Global Biogeochemical Cycles, Vol. 26, Issue 1
  • DOI: 10.1029/2010GB003947

Dynamics of C, N, P and S in grassland soils: a model
journal, February 1988

  • Parton, W. J.; Stewart, J. W. B.; Cole, C. V.
  • Biogeochemistry, Vol. 5, Issue 1
  • DOI: 10.1007/BF02180320