Modeling production and decay of coarse woody debris in loblolly pine plantations.

Abstract Forest management can have large impacts on the production and yield of coarse woody debris (CWD) in terrestrial ecosystems, yet few modeling tools exist to inform such efforts. The goal here was to develop a set of prediction equations for use in conjunction with loblolly pine ( Pinus taeda L.) modeling and inventory systems to estimate CWD yields at scales ranging from individual trees to whole plantations. Permanent field plots from a 21-year study of thinning effects on plantation growth and yield across the commercial range of the species in the southern United States were surveyed to obtain sample data on CWD volume, density, and mass. Measured CWD properties were combined with inventory records of tree mortality over the study duration to characterize CWD production, decay and yield in a series of prediction equations. The resulting equations predict CWD attributes of dead trees including dry weight (kg) and fraction of standing versus downed woody material based on the time since death (years), tree diameter at breast height (cm) and height (m) at time of death and geographic coordinates of latitude and longitude. A stand-level equation predicts total CWD yield (Mg ha −1 ) for thinned or unthinned stands based on plantation age, stem density (trees ha −1 ), and the average height of dominant and codominant trees (m). Piece-level equations predict dry density (kg m −3 ) or nitrogen concentration (%) of CWD pieces based on their position (standing or down), ordinal decay classes, and latitude. The tree and stand-level prediction equations are designed for use in GIS or growth and yield modeling systems. The piece-level equations are designed to be used in inventory applications that survey CWD. The equations should facilitate the accurate and facile determination of mass, carbon, and nitrogen contents of CWD in planted loblolly pine forests of the southern United States.

[1]  Peter E. Thornton,et al.  Generating surfaces of daily meteorological variables over large regions of complex terrain , 1997 .

[2]  C. Woodall,et al.  Relationships between forest fine and coarse woody debris carbon stocks across latitudinal gradients in the United States as an indicator of climate change effects , 2008 .

[3]  M. Cannell,et al.  Woody biomass of forest stands , 1984 .

[4]  P. Bolstad,et al.  Estimates of the distributions of forest ecosystem model inputs for deciduous forests of eastern North America. , 2001, Tree physiology.

[5]  David P. Turner,et al.  Carbon sequestration by forests of the United States. Current status and projections to the year 2040 , 1995 .

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

[7]  Richard A. Birdsey,et al.  Carbon trends of productive temperate forests of the coterminous United States , 1993 .

[8]  P. Radtke,et al.  A Proposed Model for Deadwood C Production and Decay in Loblolly Pine Plantations , 2004 .

[9]  J. W. Thomas,et al.  Wildlife habitats in managed forests--the Blue Mountains of Oregon and Washington , 1981 .

[10]  D. F. Grigal,et al.  Effects of timber harvesting on coarse woody debris in red pine forests across the Great Lakes states, U.S.A. , 1999 .

[11]  W. Currie,et al.  The Imprint of Land-use History: Patterns of Carbon and Nitrogen in Downed Woody Debris at the Harvard Forest , 2002, Ecosystems.

[12]  Charlotte Pyle,et al.  A rapid system of decay classification for hardwood logs of the eastern deciduous forest floor , 1998 .

[13]  R. Birdsey,et al.  National-Scale Biomass Estimators for United States Tree Species , 2003, Forest Science.

[14]  H. Burkhart,et al.  Yield Relationships in Unthinned Loblolly Pine Plantations on Cutover, Site-Prepared Lands , 1985 .

[15]  D. Chojnacky,et al.  Technical Note—Amounts of Down Woody Materials for Mixed-Oak Forests in Kentucky, Virginia, Tennessee, and North Carolina , 2004 .

[16]  G. Baskerville Use of Logarithmic Regression in the Estimation of Plant Biomass , 1972 .

[17]  B. Barber,et al.  Weight Loss and Nutrient Dynamics in Decomposing Woody Loblolly Pine Logging Slash , 1984 .

[18]  J. R. Sprague,et al.  Juvenile Wood in Forest Trees , 1998, Springer Series in Wood Science.

[19]  B. Law,et al.  Dynamics of carbon stocks in soils and detritus across chronosequences of different forest types in the Pacific Northwest, USA , 2004 .

[20]  J. Hazard,et al.  Simulation studies on line intersect sampling of forest residue. II , 1986 .

[21]  J. Brian Gray,et al.  Introduction to Linear Regression Analysis , 2002, Technometrics.

[22]  X. Yin The decay of forest woody debris: numerical modeling and implications based on some 300 data cases from North America , 1999, Oecologia.

[23]  L. Heath,et al.  Estimating down deadwood from FIA forest inventory variables in Maine. , 2002, Environmental pollution.

[24]  S. Running,et al.  An improved algorithm for estimating incident daily solar radiation from measurements of temperature, humidity, and precipitation , 1999 .

[25]  Jonas Fridman,et al.  Amount, structure, and dynamics of dead wood on managed forestland in Sweden , 2000 .

[26]  Göran Ståhl,et al.  Point relascope sampling of downed coarse woody debris , 1999 .

[27]  M. Cannell,et al.  Dry matter partitioning in tree crops , 1985 .

[28]  Christopher B. Field,et al.  FOREST CARBON SINKS IN THE NORTHERN HEMISPHERE , 2002 .

[29]  R. Oren,et al.  Interaction of ice storms and management practices on current carbon sequestration in forests with potential mitigation under future CO2 atmosphere , 2006 .

[30]  J. Bauhus,et al.  Decomposition rates of coarse woody debris—A review with particular emphasis on Australian tree species , 2003 .

[31]  P. Sollins Input and decay of coarse woody debris in coniferous stands in western Oregon and Washington , 1982 .

[32]  M. Harmon,et al.  Dynamics of the dead wood carbon pool in northwestern Russian boreal forests , 1995 .

[33]  Juha Siitonen,et al.  Coarse woody debris and stand characteristics in mature managed and old-growth boreal mesic forests in southern Finland , 2000 .

[34]  L. Heath,et al.  Forest volume-to-biomass models and estimates of mass for live and standing dead trees of U.S. forests. , 2003 .

[35]  M. Harmon,et al.  Ecology of Coarse Woody Debris in Temperate Ecosystems , 1986 .

[36]  N. Nagelkerke,et al.  A note on a general definition of the coefficient of determination , 1991 .

[37]  D. Hosmer,et al.  Goodness of fit tests for the multiple logistic regression model , 1980 .

[38]  David R. Anderson,et al.  Model selection and multimodel inference : a practical information-theoretic approach , 2003 .

[39]  P. Radtke,et al.  Growth and yield of thinned and unthinned plantations. , 1996 .

[40]  B. Parresol Modeling Multiplicative Error Variance: An Example Predicting Tree Diameter from Stump Dimensions in Baldcypress , 1993, Forest Science.

[41]  Sandra A. Brown Measuring carbon in forests: current status and future challenges. , 2002, Environmental pollution.

[42]  L. Heath,et al.  Estimates of Down Woody Materials in Eastern US Forests , 2004 .

[43]  J. Ohmann,et al.  Estimating nitrogen lost from forest floor during prescribed fires in Douglas-fir/western hemlock clearcuts , 1988 .

[44]  Stanley Lemeshow,et al.  Multiple Logistic Regression , 2005 .

[45]  David R. Anderson,et al.  Model selection and inference : a practical information-theoretic approach , 2000 .

[46]  B. Mccarthy,et al.  Distribution and abundance of coarse woody debris in a managed forest landscape of the central Appalachians , 1994 .

[47]  Jeffrey P. Prestemon,et al.  The Southern Timber Market to 2040 , 2002 .

[48]  S. Long,et al.  Free-air Carbon Dioxide Enrichment (FACE) in Global Change Research: A Review , 1999 .

[49]  S. McNulty Hurricane impacts on US forest carbon sequestration. , 2002, Environmental pollution.

[50]  L. Greene EHPnet: United Nations Framework Convention on Climate Change , 2000, Environmental Health Perspectives.

[51]  David W. Hosmer,et al.  Applied Logistic Regression , 1991 .

[52]  K. Potter,et al.  Forest health monitoring: 2008 national technical report , 2012 .

[53]  Roger D. Ottmar,et al.  Creating a fuels baseline and establishing fire frequency relationships to develop a landscape management strategy at the Savannah River Site , 2006 .