Fertilization effects on forest carbon storage and exchange, and net primary production: A new hybrid process model for stand management.

A critical ecological question in plantation management is whether fertilization, which generally increases yield, results in enhanced C sequestration over short rotations. We present a rotation-length hybrid process model (SECRETS-3PG) that was calibrated (using control treatments; CW) and verified (using fertilized treatments; FW) using daily estimates of H2O and CO2 fluxes, canopy leaf area index (L), and annual estimates of tree growth and dimension. Herein, we focus on two decades of loblolly pine (Pinus taeda L.) growth and establishment for stands growing on a nutrient poor, droughty soil (SETRES; Southeast Tree Research and Education Site) in North Carolina, USA, on a site previously occupied by a � 30-year-old natural long-leaf pine (P. palustris Mill.) stand. The SECRETS-3PG model combines: (1) a detailed canopy process model with hourly and daily resolution, (2) a biometrically accurate tree and stand growth module for monthly allocation, 3-PG, and (3) empirical modelsofsoil CO2efflux (RS).Simulated L,quadratic meantreediameter,andtotalstandingbiomassalltrackedfieldmeasurements overa10-year period. Simulated maintenance respiration, canopy transpiration, and RS mirrored, with minor exceptions, short-term independently acquired data. Model correspondence with the independent measurements provided a basis for making short-term estimates of net ecosystem productivity (NEP) and longer-term estimates of net primary production (NPP) over the 20-year period from planting. Simulations suggest that optimum fertilization amendments; (1) increased NEP by more than 10-fold over control ‐ FW (952 g C m � 2 a � 1 ) and CW (71 g C m � 2 a � 1 ) ‐ at maximum NPP and (2) increased NPP two-fold (1334 and 669 g C m � 2 a � 1 for FWand CW, respectively) at maximum L. Seasonal patterns in NEP suggest that autumn and winter may be critical periods for C uptake in nutrient-limited loblolly pine stands. We conclude that increased L in response to improved nutrition may enable loblolly pine to achieve positive annual NEP earlier in rotation. # 2005 Elsevier B.V. All rights reserved.

[1]  D. Pury,et al.  Simple scaling of photosynthesis from leaves to canopies without the errors of big‐leaf models , 1997 .

[2]  John R. Butnor,et al.  Meeting global policy commitments: carbon sequestration and southern pine forests , 2001 .

[3]  佐藤 大七郎,et al.  Forest Ecology and Management , 1999 .

[4]  H. Griffiths,et al.  The carbon balance of forest biomes , 2005 .

[5]  Role of forest biomes in the global carbon balance. , 2005, SEB experimental biology series.

[6]  T. White,et al.  Growth and leaf nutrient responses of loblolly and slash pine families to intensive silvicultural management , 2003 .

[7]  J. Roberds,et al.  Genotype by environment interaction for index traits that combine growth and wood density in loblolly pine , 1997, Theoretical and Applied Genetics.

[8]  W. Schlesinger,et al.  Forest carbon balance under elevated CO2 , 2002, Oecologia.

[9]  M. G. Ryan,et al.  Age-related Decline in Forest Ecosystem Growth: An Individual-Tree, Stand-Structure Hypothesis , 2002, Ecosystems.

[10]  K. Pregitzer,et al.  Combined effects of atmospheric CO2 and N availability on the belowground carbon and nitrogen dynamics of aspen mesocosms , 2000, Oecologia.

[11]  Alan R. Ek,et al.  Process-based models for forest ecosystem management: current state of the art and challenges for practical implementation. , 2000, Tree physiology.

[12]  Mark E. Harmon,et al.  Carbon Sequestration in Forests: Addressing the Scale Question , 2001 .

[13]  R. Ceulemans,et al.  Water flux estimates from a Belgian Scots pine stand: a comparison of different approaches , 2003 .

[14]  K. Griffin,et al.  Interactive effects of soil nitrogen and atmospheric carbon dioxide on root/rhizosphere carbon dioxide efflux from loblolly and ponderosa pine seedlings , 1997, Plant and Soil.

[15]  J. Aber,et al.  A generalized, lumped-parameter model of photosynthesis, evapotranspiration and net primary production in temperate and boreal forest ecosystems , 1992, Oecologia.

[16]  B. Medlyn,et al.  Temperature response of parameters of a biochemically based model of photosynthesis. I. Seasonal changes in mature maritime pine (Pinus pinaster Ait.) , 2002 .

[17]  H. L. Allen,et al.  Long term growth responses of loblolly pine to optimal nutrient and water resource availability , 2004 .

[18]  R. Ceulemans,et al.  Simulated soil CO2 efflux and net ecosystem exchange in a 70-year-old Belgian Scots pine stand using the process model SECRETS , 2001 .

[19]  J. Thornley Grassland Dynamics: An Ecosystem Simulation Model , 1998 .

[20]  F. W. Murray,et al.  On the Computation of Saturation Vapor Pressure , 1967 .

[21]  C. Gough,et al.  The influence of environmental, soil carbon, root, and stand characteristics on soil CO2 efflux in loblolly pine (Pinus taeda L.) plantations located on the South Carolina Coastal Plain , 2004 .

[22]  R. McMurtrie,et al.  Long-Term Response of Nutrient-Limited Forests to CO"2 Enrichment; Equilibrium Behavior of Plant-Soil Models. , 1993, Ecological applications : a publication of the Ecological Society of America.

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

[24]  R. Waring,et al.  A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning , 1997 .

[25]  C. Field,et al.  Scaling physiological processes: leaf to globe. , 1995 .

[26]  L. Samuelson Effects of nitrogen on leaf physiology and growth of different families of loblolly and slash pine , 2004, New Forests.

[27]  A. Goldstein,et al.  Carbon dioxide and water vapor exchange by young and old ponderosa pine ecosystems during a dry summer. , 2001, Tree physiology.

[28]  R. Meldahl,et al.  Loblolly pine growth response to herbaceous vegetation control at different planting densities , 1999 .

[29]  B. Ewers,et al.  CARRY-OVER EFFECTS OF WATER AND NUTRIENT SUPPLY ON WATER USE OF PINUS TAEDA , 1999 .

[30]  R. Teskey,et al.  Changes in rates of photosynthesis and respiration during needle development of loblolly pine. , 1997, Tree physiology.

[31]  K. Knoerr,et al.  Distribution of Photosynthetically Active Radiation in the Canopy of a Loblolly Pine Plantation , 1982 .

[32]  F. Smith,et al.  Influence of canopy architecture on light penetration in lodgepole pine (Pinus contorta var. latifolia) forests , 1993 .

[33]  Paul G. Jarvis,et al.  Scaling processes and problems , 1995 .

[34]  P. Jarvis,et al.  Influence of crown structural properties on PAR absorption, photosynthesis, and transpiration in Sitka spruce: application of a model (MAESTRO). , 1990, Tree physiology.

[35]  THE HAGUE-THE NETHERLANDS , 2022 .

[36]  E. Carter,et al.  Enhancing the soil organic matter pool through biomass incorporation , 2003 .

[37]  C. Gough,et al.  Seasonal Photosynthesis in Fertilized and Nonfertilized Loblolly Pine , 2004 .

[38]  A. Mäkelä,et al.  The ratio of NPP to GPP: evidence of change over the course of stand development. , 2001, Tree physiology.

[39]  R. Will,et al.  Acclimation of loblolly pine (Pinus taeda) seedlings to high temperatures. , 1999, Tree physiology.

[40]  J. Chi,et al.  Successional changes in live and dead wood carbon stores : implications for net ecosystem productivity , 2008 .

[41]  W. Parton,et al.  Dynamics of C, N, P and S in grassland soils: a model , 1988 .

[42]  Alexander Clark,et al.  Effect of complete competition control and annual fertilization on stem growth and canopy relations for a chronosequence of loblolly pine plantations in the lower coastal plain of Georgia , 2004 .

[43]  J. Marshall,et al.  Root respiration of Douglas-fir seedlings : Effects of N concentration , 1998 .

[44]  B. Law,et al.  Changes in carbon storage and fluxes in a chronosequence of ponderosa pine , 2003 .

[45]  N. McDowell,et al.  Use of a physiological process model with forestry yield tables to set limits on annual carbon balances. , 2002, Tree physiology.

[46]  Mark G Tjoelker,et al.  Thermal acclimation and the dynamic response of plant respiration to temperature. , 2003, Trends in plant science.

[47]  Timothy A. Martin,et al.  Effects of ontogeny and soil nutrient supply on production, allocation, and leaf area efficiency in loblolly and slash pine stands , 2000 .

[48]  S. Esterby American Society for Testing and Materials , 2006 .

[49]  D. A. Sampson,et al.  Light attenuation in a 14-year-old loblolly pine stand as influenced by fertilization and irrigation , 1998, Trees.

[50]  B. Bond,et al.  Aging in Pacific Northwest forests: a selection of recent research. , 2002, Tree physiology.

[51]  H. L. Allen,et al.  Leaf Area and Above- and Belowground Growth Responses of Loblolly Pine to Nutrient and Water Additions , 1998, Forest Science.

[52]  Kurt H. Johnsen,et al.  Applying 3-PG, a Simple Process-Based Model Designed to Produce Practical Results, to Data from Loblolly Pine Experiments , 2001, Forestry sciences.

[53]  M. Cannell,et al.  Carbon sequestration and biomass energy offset: theoretical, potential and achievable capacities globally, in Europe and the UK , 2003 .

[54]  S. Gower,et al.  Belowground carbon allocation in unfertilized and fertilized red pine plantations in northern Wisconsin. , 1995, Tree physiology.

[55]  G. Katul,et al.  Modelling assimilation and intercellular CO2 from measured conductance: a synthesis of approaches , 2000 .

[56]  T. Ingestad New concepts on soil fertility and plant nutrition as illustrated by research on forest trees and stands , 1987 .

[57]  C. Gough,et al.  Soil CO2 efflux in loblolly pine (Pinus taeda L.) plantations on the Virginia Piedmont and South Carolina Coastal Plain over a rotation-length chronosequence , 2005 .

[58]  Kurt H. Johnsen,et al.  Process Models as Tools in Forestry Research and Management , 2001, Forest Science.

[59]  S. Zarnoch,et al.  Modeling in-situ pine root decomposition using data from a 60-year chronosequence , 2002 .

[60]  Frank Berninger,et al.  Carbon balance of different aged Scots pine forests in Southern Finland , 2004 .

[61]  H. Schmid,et al.  Respiratory carbon losses and the carbon-use efficiency of a northern hardwood forest, 1999-2003. , 2005, The New phytologist.

[62]  H. Peltola,et al.  Component carbon fluxes and their contribution to ecosystem carbon exchange in a pine forest: an assessment based on eddy covariance measurements and an integrated model. , 2004, Tree physiology.

[63]  Gregg Marland,et al.  Carbon management and biodiversity. , 2003, Journal of Environmental Management.

[64]  J. Carlyle,et al.  ORGANIC CARBON IN FORESTED SANDY SOILS: PROPERTIES, PROCESSES, AND THE IMPACT OF FOREST MANAGEMENT , 1993 .

[65]  G. Katul,et al.  Modelling night‐time ecosystem respiration by a constrained source optimization method , 2002 .

[66]  G. Katul,et al.  Reduction of forest floor respiration by fertilization on both carbon dioxide-enriched and reference 17-year-old loblolly pine stands , 2003 .

[67]  James F. Reynolds,et al.  GROSS PRIMARY PRODUCTIVITY IN DUKE FOREST: MODELING SYNTHESIS OF CO2 EXPERIMENT AND EDDY -FLUX DATA , 2001 .

[68]  Zhi-min Liu,et al.  [Research progress on plant diversity conservation in sand dune areas]. , 1982, Ying yong sheng tai xue bao = The journal of applied ecology.

[69]  S. Running,et al.  Contribution of increasing CO2 and climate to carbon storage by ecosystems in the United States. , 2000, Science.

[70]  Chris A. Maier,et al.  Soil CO 2 evolution and root respiration in 11 year-old Loblolly Pine ( Pinus taeda ) Plantations as Affected by Moisture and Nutrient Availability , 2000 .

[71]  C. Maier Stem growth and respiration in loblolly pine plantations differing in soil resource availability. , 2001, Tree physiology.

[72]  P. Radtke,et al.  Basal area growth and crown closure in a loblolly pine spacing trial , 1999 .

[73]  J. Vose,et al.  Soil respiration response to three years of elevated CO2 and N fertilization in ponderosa pine (Pinus ponderosa Doug. ex Laws.) , 1997, Plant and Soil.

[74]  G. R. Glover,et al.  Stand level pine response to occupancy of woody shrub and herbaceous vegetation , 1999 .

[75]  R. Bailey,et al.  Loblolly Pine—Pushing the Limits of Growth , 2001 .

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

[77]  S. Running,et al.  8 – Generalization of a Forest Ecosystem Process Model for Other Biomes, BIOME-BGC, and an Application for Global-Scale Models , 1993 .

[78]  N. Coops,et al.  Performance of the forest productivity model 3-PG applied to a wide range of forest types , 2003 .

[79]  R. P. Schultz,et al.  Loblolly pine: the ecology and culture of loblolly pine ( Pinus taeda L.) , 1997 .

[80]  H. L. Allen,et al.  Monthly leaf area index estimates from point-in-time measurements and needle phenology for Pinus taeda , 2003 .

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

[82]  J. Lloyd,et al.  On the temperature dependence of soil respiration , 1994 .

[83]  S. Zarnoch,et al.  Hydrological components of a young loblolly pine plantation on a sandy soil with estimates of water use and loss , 1998 .

[84]  T. J. Albaugh,et al.  Respiratory carbon use and carbon storage in mid‐rotation loblolly pine (Pinus taeda L.) plantations: the effect of site resources on the stand carbon balance , 2004 .

[85]  Joe Landsberg,et al.  Using a simulation model to evaluate the effects of water and nutrients onthe growth and carbon partitioning of Pinus radiata , 1992 .