Concurrent and lagged impacts of an anomalously warm year on autotrophic and heterotrophic components of soil respiration: a deconvolution analysis.

*Partitioning soil respiration into autotrophic (R(A)) and heterotrophic (R(H)) components is critical for understanding their differential responses to climate warming. *Here, we used a deconvolution analysis to partition soil respiration in a pulse warming experiment. We first conducted a sensitivity analysis to determine which parameters can be identified by soil respiration data. A Markov chain Monte Carlo technique was then used to optimize those identifiable parameters in a terrestrial ecosystem model. Finally, the optimized parameters were employed to quantify R(A) and R(H) in a forward analysis. *Our results displayed that more than one-half of parameters were constrained by daily soil respiration data. The optimized model simulation showed that warming stimulated R(H) and had little effect on R(A) in the first 2 months, but decreased both R(H) and R(A) during the remainder of the treatment and post-treatment years. Clipping of above-ground biomass stimulated the warming effect on R(H) but not on R(A). Overall, warming decreased R(A) and R(H) significantly, by 28.9% and 24.9%, respectively, during the treatment year and by 27.3% and 33.3%, respectively, during the post-treatment year, largely as a result of decreased canopy greenness and biomass. *Lagged effects of climate anomalies on soil respiration and its components are important in assessing terrestrial carbon cycle feedbacks to climate warming.

[1]  Ralph Buehler,et al.  A New Generation , 2011 .

[2]  W. Landman Climate change 2007: the physical science basis , 2010 .

[3]  Benguela Ninos,et al.  Interannual Variability in the , 2010 .

[4]  A. Jansen Bayesian Methods for Ecology , 2009 .

[5]  Li Zhang,et al.  Parameter identifiability, constraint, and equifinality in data assimilation with ecosystem models. , 2009, Ecological applications : a publication of the Ecological Society of America.

[6]  D. Schimel,et al.  Lagged effects of experimental warming and doubled precipitation on annual and seasonal aboveground biomass production in a tallgrass prairie , 2008 .

[7]  S. Frey,et al.  Thermal adaptation of soil microbial respiration to elevated temperature. , 2008, Ecology letters.

[8]  Christopher von Nagy,et al.  Prolonged suppression of ecosystem carbon dioxide uptake after an anomalously warm year , 2008, Nature.

[9]  C. Beier,et al.  Experimental warming does not enhance soil respiration in a semiarid temperate forest-steppe ecosystem , 2008 .

[10]  Yiqi Luo Terrestrial Carbon-Cycle Feedback to Climate Warming , 2007 .

[11]  Jake F. Weltzin,et al.  Responses of soil respiration to elevated CO2, air warming, and changing soil water availability in a model old‐field grassland , 2007 .

[12]  C. Beierkuhnlein,et al.  A new generation of climate‐change experiments: events, not trends , 2007 .

[13]  M. McCarthy Bayesian Methods for Ecology , 2007 .

[14]  R. Gifford,et al.  Effects of elevated atmospheric CO2, cutting frequency, and differential day/night atmospheric warming on root growth and turnover of Phalaris swards , 2007 .

[15]  Bert Gielen,et al.  Combined effects of climate warming and plant diversity loss on above- and below-ground grassland productivity , 2007 .

[16]  T. Pons,et al.  Respiration as a percentage of daily photosynthesis in whole plants is homeostatic at moderate, but not high, growth temperatures. , 2007, The New phytologist.

[17]  Yiqi Luo,et al.  Source components and interannual variability of soil CO2 efflux under experimental warming and clipping in a grassland ecosystem , 2007 .

[18]  T. Vesala,et al.  Reduction of ecosystem productivity and respiration during the European summer 2003 climate anomaly: a joint flux tower, remote sensing and modelling analysis , 2007 .

[19]  John Harte,et al.  Experimental warming, not grazing, decreases rangeland quality on the Tibetan Plateau. , 2007, Ecological applications : a publication of the Ecological Society of America.

[20]  X. U H U I Z H O U,et al.  Source components and interannual variability of soil CO 2 efflux under experimental warming and clipping in a grassland ecosystem , 2007 .

[21]  T. A. Black,et al.  Estimating heterotrophic and autotrophic soil respiration using small-area trenched plot technique: Theory and practice , 2006 .

[22]  J. Subke,et al.  Trends and methodological impacts in soil CO2 efflux partitioning: A metaanalytical review , 2006 .

[23]  E. Baggs,et al.  Partitioning the components of soil respiration: a research challenge , 2006, Plant and Soil.

[24]  L. White,et al.  Probabilistic inversion of a terrestrial ecosystem model: Analysis of uncertainty in parameter estimation and model prediction , 2006 .

[25]  Yakov Kuzyakov,et al.  Sources of CO2 efflux from soil and review of partitioning methods , 2006 .

[26]  Yiqi Luo,et al.  Main and interactive effects of warming, clipping, and doubled precipitation on soil CO2 efflux in a grassland ecosystem , 2006 .

[27]  E. Davidson,et al.  On the variability of respiration in terrestrial ecosystems: moving beyond Q10 , 2006 .

[28]  Yiqi Luo,et al.  Soil respiration and the environment , 2006 .

[29]  R. Schnur,et al.  Climate-carbon cycle feedback analysis: Results from the C , 2006 .

[30]  N. Diffenbaugh,et al.  Fine-scale processes regulate the response of extreme events to global climate change. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[31]  D. E. Schorran,et al.  Impacts of an anomalously warm year on soil CO2 efflux in experimentally manipulated tallgrass prairie ecosystems , 2005 .

[32]  Jianwu Tang,et al.  Tree photosynthesis modulates soil respiration on a diurnal time scale , 2005 .

[33]  R. McMurtrie,et al.  The response of heterotrophic CO2 flux to soil warming , 2005 .

[34]  M. R. R A U Pa C H,et al.  Model – data synthesis in terrestrial carbon observation : methods , data requirements and data uncertainty specifications , 2005 .

[35]  S. T. Gower,et al.  A global relationship between the heterotrophic and autotrophic components of soil respiration? , 2004 .

[36]  S. Kellomäki,et al.  Soil CO2 efflux in a boreal pine forest under atmospheric CO2 enrichment and air warming , 2004 .

[37]  Stefano Tarantola,et al.  Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models , 2004 .

[38]  Yiqi Luo,et al.  Net ecosystem carbon exchange in two experimental grassland ecosystems , 2004 .

[39]  J. Ehleringer,et al.  Time-dependent responses of soil CO2 efflux components to elevated atmospheric [CO2] and temperature in experimental forest mesocosms , 2001, Plant and Soil.

[40]  Paula Forbes,et al.  Temperature-induced alteration to root longevity in Lolium perenne , 1997, Plant and Soil.

[41]  Thorsten Wiegand,et al.  Do Grasslands Have a Memory: Modeling Phytomass Production of a Semiarid South African Grassland , 2004, Ecosystems.

[42]  N. Jarvis,et al.  Modeling macropore flow effects on pesticide leaching: inverse parameter estimation using microlysimeters. , 2003, Journal of environmental quality.

[43]  M. Lavigne,et al.  Soil respiration responses to temperature are controlled more by roots than by decomposition in balsam fir ecosystems , 2003 .

[44]  P. Högberg,et al.  Tree root and soil heterotrophic respiration as revealed by girdling of boreal Scots pine forest: extending observations beyond the first year , 2003 .

[45]  Andrew E. Suyker,et al.  Gross primary production and light response parameters of four Southern Plains ecosystems estimated using long‐term CO2‐flux tower measurements , 2003 .

[46]  K. Pilegaard,et al.  Large seasonal changes in Q10 of soil respiration in a beech forest , 2003 .

[47]  Josep G. Canadell,et al.  Sustainability of terrestrial carbon sequestration: A case study in Duke Forest with inversion approach , 2003 .

[48]  J. Aber,et al.  Soil warming and carbon-cycle feedbacks to the climate system. , 2002, Science.

[49]  Damian Barrett,et al.  Steady state turnover time of carbon in the Australian terrestrial biosphere , 2002 .

[50]  Riccardo Valentini,et al.  Annual variation in soil respiration and its components in a coppice oak forest in Central Italy , 2002 .

[51]  G. Ågren,et al.  Carbon allocation between tree root growth and root respiration in boreal pine forest , 2002, Oecologia.

[52]  C. Potter,et al.  Interannual variability in global soil respiration, 1980–94 , 2002 .

[53]  Yiqi Luo,et al.  Acclimatization of soil respiration to warming in a tall grass prairie , 2001, Nature.

[54]  Lianhai Wu,et al.  ELEVATED CO2 DIFFERENTIATES ECOSYSTEM CARBON PROCESSES: DECONVOLUTION ANALYSIS OF DUKE FOREST FACE DATA , 2001 .

[55]  N. Buchmann,et al.  Large-scale forest girdling shows that current photosynthesis drives soil respiration , 2001, Nature.

[56]  I. C. Prentice,et al.  Carbon balance of the terrestrial biosphere in the Twentieth Century: Analyses of CO2, climate and land use effects with four process‐based ecosystem models , 2001 .

[57]  Osvaldo E. Sala,et al.  Inter-annual variation in primary production of a semi-arid grassland related to previous-year production , 2001 .

[58]  P. Grogan,et al.  Initial effects of experimental warming on above- and belowground components of net ecosystem CO2 exchange in arctic tundra , 2000, Oecologia.

[59]  R. Betts,et al.  Acceleration of global warming due to carbon-cycle feedbacks in a coupled climate model , 2000, Nature.

[60]  F. Chapin,et al.  Global Warming and Terrestrial Ecosystems: A Conceptual Framework for Analysis , 2000 .

[61]  Nina Buchmann,et al.  Biotic and abiotic factors controlling soil respiration rates in Picea abies stands , 2000 .

[62]  R. B. Jackson,et al.  Global patterns of root turnover for terrestrial ecosystems , 2000 .

[63]  Susan E. Trumbore,et al.  AGE OF SOIL ORGANIC MATTER AND SOIL RESPIRATION: RADIOCARBON CONSTRAINTS ON BELOWGROUND C DYNAMICS , 2000 .

[64]  M. Löf,et al.  Carry-over effects on growth and transpiration in Fagus sylvatica seedlings after drought at various stages of development , 2000 .

[65]  M. Cannell,et al.  Modelling the Components of Plant Respiration: Representation and Realism , 2000 .

[66]  Charles T. Garten,et al.  Separating root and soil microbial contributions to soil respiration: A review of methods and observations , 2000 .

[67]  Jing M. Chen,et al.  Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications , 1999 .

[68]  P. Rochette,et al.  Separating Soil Respiration into Plant and Soil Components Using Analyses of the Natural Abundance of Carbon‐13 , 1999 .

[69]  A. Michelsen,et al.  RESPONSES IN MICROBES AND PLANTS TO CHANGED TEMPERATURE, NUTRIENT, AND LIGHT REGIMES IN THE ARCTIC , 1999 .

[70]  James F. Reynolds,et al.  VALIDITY OF EXTRAPOLATING FIELD CO2 EXPERIMENTS TO PREDICT CARBON SEQUESTRATION IN NATURAL ECOSYSTEMS , 1999 .

[71]  J. Ehleringer,et al.  Elevated CO2 and temperature impacts on different components of soil CO2 efflux in Douglas‐fir terracosms , 1999 .

[72]  J. Harte,et al.  The effect of experimental ecosystem warming on CO2 fluxes in a montane meadow , 1999 .

[73]  C. Potter,et al.  Interannual Variability in Terrestrial Net Primary Production: Exploration of Trends and Controls on Regional to Global Scales , 1999, Ecosystems.

[74]  K. Nadelhoffer,et al.  Roots exert a strong influence on the temperature sensitivityof soil respiration , 1998, Nature.

[75]  F. Bowles,et al.  Soil warming in a northern hardwood forest: trace gas fluxes and leaf litter decomposition , 1998 .

[76]  P. Reich,et al.  Photosynthesis and respiration rates depend on leaf and root morphology and nitrogen concentration in nine boreal tree species differing in relative growth rate , 1998 .

[77]  A. Fitter,et al.  Root production, turnover and respiration under two grassland types along an altitudinal gradient: influence of temperature and solar radiation , 1998, Oecologia.

[78]  C. Andersen,et al.  Carry-over effects of ozone on root growth and carbohydrate concentrations of ponderosa pine seedlings. , 1997, Tree physiology.

[79]  Edward B. Rastetter,et al.  RESPONSES OF N‐LIMITED ECOSYSTEMS TO INCREASED CO2: A BALANCED‐NUTRITION, COUPLED‐ELEMENT‐CYCLES MODEL , 1997 .

[80]  W. Post,et al.  Historical variations in terrestrial biospheric carbon storage , 1997 .

[81]  D. Phillips,et al.  A versatile sun-lit controlled-environment facility for studying plant and soil processes , 1996 .

[82]  Thomas H. Painter,et al.  Climatic, edaphic, and biotic controls over storage and turnover of carbon in soils , 1994 .

[83]  J. Aber,et al.  Responses of Trace Gas Fluxes and N Availability to Experimentally Elevated Soil Temperatures , 1994 .

[84]  W. Schlesinger,et al.  The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate , 1992 .

[85]  E. Rastetter,et al.  Potential Net Primary Productivity in South America: Application of a Global Model. , 1991, Ecological applications : a publication of the Ecological Society of America.

[86]  Michael G. Ryan,et al.  A simple method for estimating gross carbon budgets for vegetation in forest ecosystems. , 1991, Tree physiology.

[87]  D. Jenkinson,et al.  Model estimates of CO2 emissions from soil in response to global warming , 1991, Nature.

[88]  Adrian F. M. Smith,et al.  Sampling-Based Approaches to Calculating Marginal Densities , 1990 .

[89]  F. Ledig,et al.  Maintenance and Constructive Respiration, Photosynthesis, and Net Assimilation Rate in Seedlings of Pitch Pine (Pinus rigida Mill.) , 1976 .

[90]  W. K. Hastings,et al.  Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .

[91]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[92]  A. V. Al'benski Pitch Pine (Pinus rigida Mill.). , 1940 .

[93]  Historical Variations , 1930, Business History Review.