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An Integrated Model of Environmental Effects on Growth, Carbohydrate Balance, and Mortality of Pinus ponderosa Forests in the Southern Rocky Mountains

Journal Article · · PLoS ONE
 [1];  [2];  [3]
  1. University of California, Santa Barbara, CA (United States); DOE/OSTI
  2. Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
  3. US Geological Survey, Los Alamos, NM (United States)

Climate-induced tree mortality is an increasing concern for forest managers around the world. We used a coupled hydrologic and ecosystem carbon cycling model to assess temperature and precipitation impacts on productivity and survival of ponderosa pine (Pinus ponderosa). Model predictions were evaluated using observations of productivity and survival for three ponderosa pine stands located across an 800 m elevation gradient in the southern Rocky Mountains, USA, during a 10-year period that ended in a severe drought and extensive tree mortality at the lowest elevation site. We demonstrate the utility of a relatively simple representation of declines in non-structural carbohydrate (NSC) as an approach for estimating patterns of ponderosa pine vulnerability to drought and the likelihood of survival along an elevation gradient. We assess the sensitivity of simulated net primary production, NSC storage dynamics, and mortality to site climate and soil characteristics as well as uncertainty in the allocation of carbon to the NSC pool. For a fairly wide set of assumptions, the model estimates captured elevational gradients and temporal patterns in growth and biomass. Model results that best predict mortality risk also yield productivity, leaf area, and biomass estimates that are qualitatively consistent with observations across the sites. Using this constrained set of parameters, we found that productivity and likelihood of survival were equally dependent on elevation-driven variation in temperature and precipitation. Our results demonstrate the potential for a coupled hydrology-ecosystem carbon cycling model that includes a simple model of NSC dynamics to predict drought-related mortality. Given that increases in temperature and in the frequency and severity of drought are predicted for a broad range of ponderosa pine and other western North America conifer forest habitats, the model potentially has broad utility for assessing ecosystem vulnerabilities.

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); United States Geological Survey
Grant/Contract Number:
AC52-06NA25396
OSTI ID:
1627658
Journal Information:
PLoS ONE, Journal Name: PLoS ONE Journal Issue: 11 Vol. 8; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English

References (64)

Topographic controls on spatial patterns of conifer transpiration and net primary productivity under climate warming in mountain ecosystems journal December 2009
Modelling of Photosynthetic Response to Environmental Conditions book January 1982
Importance of resin ducts in reducing ponderosa pine mortality from bark beetle attack journal June 2010
An ecological classification of forest landscape simulation models: tools and strategies for understanding broad-scale forested ecosystems journal October 2006
Drought induces opposite changes in the concentration of non-structural carbohydrates of two evergreen Nothofagus species of differential drought resistance journal February 2011
A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests journal February 2010
The interdependence of mechanisms underlying climate-driven vegetation mortality journal October 2011
Thermal acclimation and the dynamic response of plant respiration to temperature journal July 2003
Distribution of above-ground and below-ground carbohydrate reserves in adult trees of two contrasting broad-leaved species (Quercus petraea and Fagus sylvatica) journal March 2003
Temperate forest trees and stands under severe drought: a review of ecophysiological responses, adaptation processes and long-term consequences journal September 2006
Temperature sensitivity of drought-induced tree mortality portends increased regional die-off under global-change-type drought journal April 2009
Forest responses to increasing aridity and warmth in the southwestern United States journal December 2010
Out Of The Quagmire Of Plant Defense Hypotheses journal March 2003
Use of a simulation model and ecosystem flux data to examine carbon-water interactions in ponderosa pine journal March 2001
Feedback loop dominance analysis of two tree mortality models: relationship between structure and behavior journal February 2007
A simple method for estimating gross carbon budgets for vegetation in forest ecosystems journal July 1991
Mechanisms Linking Drought, Hydraulics, Carbon Metabolism, and Vegetation Mortality journal January 2011
Impacts of climate change on natural forest productivity - evidence since the middle of the 20th century journal May 2006
Systematic assessment of terrestrial biogeochemistry in coupled climate-carbon models journal October 2009
Differential responses of production and respiration to temperature and moisture drive the carbon balance across a climatic gradient in New Mexico: CARBON BALANCE ACROSS NM ELEVATIONAL GRADIENT journal December 2010
No evidence for depletion of carbohydrate pools in Scots pine (Pinus sylvestris L.) under drought stress: Carbohydrate pools in Scots pine under drought journal June 2011
Physiological mechanisms of drought-induced tree mortality are far from being resolved: Letters journal March 2010
The mechanisms of carbon starvation: how, when, or does it even occur at all?: Commentary journal March 2010
Carbon reserves and canopy defoliation determine the recovery of Scots pine 4 yr after a drought episode journal January 2011
Widespread Increase of Tree Mortality Rates in the Western United States journal January 2009
Interactive Canopies for a Climate Model journal November 1998
RHESSys: Regional Hydro-Ecologic Simulation System—An Object-Oriented Approach to Spatially Distributed Modeling of Carbon, Water, and Nutrient Cycling text January 2004
Tree die-off in response to global change-type drought: mortality insights from a decade of plant water potential measurements journal May 2009
Biomass Allocation of Montane and Desert Ponderosa Pine: An Analog for Response to Climate Change journal July 1994
Temperature as a potent driver of regional forest drought stress and tree mortality text January 2012
Water and carbon fluxes of European ecosystems: an evaluation of the ecohydrological model RHESSys journal January 2007
Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling journal January 2007
Multi-objective parameter estimation for simulating canopy transpiration in forested watersheds journal June 2003
Modeling and measuring the effects of disturbance history and climate on carbon and water budgets in evergreen needleleaf forests journal December 2002
Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications journal December 1999
Thermal acclimation and the dynamic response of plant respiration to temperature journal July 2003
Linking phloem function to structure: Analysis with a coupled xylem–phloem transport model journal July 2009
Hydrologic Implications of Dynamical and Statistical Approaches to Downscaling Climate Model Outputs journal January 2004
Simulations of snow distribution and hydrology in a mountain basin journal May 1999
Surface temperature patterns in complex terrain: Daily variations and long-term change in the central Sierra Nevada, California journal January 2007
Groundwater dynamics mediate low-flow response to global warming in snow-dominated alpine regions: GROUNDWATER DYNAMICS AND LOW-FLOW RESPONSE journal July 2009
Carbon cost of plant nitrogen acquisition: A mechanistic, globally applicable model of plant nitrogen uptake, retranslocation, and fixation: CARBON COST OF PLANT N ACQUISITION journal March 2010
Ecosystem processes at the watershed scale: Extending optimality theory from plot to catchment: EMERGENT OPTIMALITY AT THE WATERSHED SCALE journal November 2009
Generalized model for N 2 and N 2 O production from nitrification and denitrification journal September 1996
Temperature as a potent driver of regional forest drought stress and tree mortality journal September 2012
Changes in carbon storage and fluxes in a chronosequence of ponderosa pine journal April 2003
Do trees use reserve or newly assimilated carbon for their defense reactions? A 13C labeling approach with young Scots pines inoculated with a bark-beetle-associated fungus (Ophiostoma brunneo ciliatum) journal January 2007
Regional vegetation die-off in response to global-change-type drought journal October 2005
Greenhouse warming and the 21st century hydroclimate of southwestern North America journal December 2010
Widespread crown condition decline, food web disruption, and amplified tree mortality with increased climate change-type drought journal January 2011
The roles of hydraulic and carbon stress in a widespread climate-induced forest die-off journal December 2011
Age-related variation in carbon allocation at tree and stand scales in beech (Fagus sylvatica L.) and sessile oak (Quercus petraea (Matt.) Liebl.) using a chronosequence approach journal December 2009
Modeling carbon allocation in trees: a search for principles journal January 2012
Growth, demography and carbon relations of Polylepis trees at the world's highest treeline journal December 2005
FLUXNET and modelling the global carbon cycle journal March 2007
Growth, carbon-isotope discrimination, and drought-associated mortality across a Pinus ponderosa elevational transect: CHRONIC WATER STRESS AND PONDEROSA PINE MORTALITY journal January 2010
Factors predisposing episodic drought-induced tree mortality in Nothofagus- site, climatic sensitivity and growth trends journal December 2004
Climate change and forest diseases: Climate change and forest diseases journal January 2011
RHESSys: Regional Hydro-Ecologic Simulation System—An Object-Oriented Approach to Spatially Distributed Modeling of Carbon, Water, and Nutrient Cycling journal December 2004
Interactive Canopies for a Climate Model journal November 1998
Drought in the Southeastern United States: Causes, Variability over the Last Millennium, and the Potential for Future Hydroclimate Change journal October 2009
Ecosystem process models at multiple scales for mapping tropical forest productivity journal June 2004
Response of Western Mountain Ecosystems to Climatic Variability and Change: book October 2011
Cross-scale Drivers of Natural Disturbances Prone to Anthropogenic Amplification: The Dynamics of Bark Beetle Eruptions journal June 2008

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