Carbon stocks and changes on Pacific Northwest national forests and the role of disturbance, management, and growth

Abstract The National Forest System (NFS) of the United States plays an important role in the carbon cycle because these lands make up a large proportion of the forested land in the country and commonly store more wood per unit area than other forest ownerships. In addition to sustaining natural resources, these lands are managed for multiple objectives that do not always align with maximizing carbon (C) sequestration. The objectives of this study were to determine C stocks and flux in measured pools on Pacific Northwest Region NFS lands and the major ecological drivers of C flux. We compiled tree, dead wood, and understory vegetation data from 11,435 systematically-placed inventory plots and estimated growth, mortality, decay, removals, and disturbance events based on two full measurements spanning 1993–2007. The area of NFS-administered lands increased by 0.3% during this period and the area in formally-designated protected status increased by 0.7%. There was 1293 Tg C (±11.2 Tg standard error) in non-soil C stocks at the first measurement, which increased by 45 ± 2.2 Tg (3.4%), with 59% of the increase in the live tree pool and the remainder in the dead tree pools. C stocks followed broad regional patterns in productivity while C flux varied at local scales. Fires affected

[1]  B. Quayle,et al.  A Project for Monitoring Trends in Burn Severity , 2007 .

[2]  T. R. Whittier,et al.  Estimation of aboveground forest carbon flux in Oregon: adding components of change to stock-difference assessments , 2014 .

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

[4]  V. Monleon,et al.  Estimating the quadratic mean diameters of fine woody debris in forests of the United States , 2010 .

[5]  Limin Yang,et al.  Development of a 2001 National land-cover database for the United States , 2004 .

[6]  Warren B. Cohen,et al.  A Landsat time series approach to characterize bark beetle and defoliator impacts on tree mortality and surface fuels in conifer forests , 2011 .

[7]  R. B. Jackson,et al.  A Large and Persistent Carbon Sink in the World’s Forests , 2011, Science.

[8]  M. G. Ryan,et al.  A synthesis of current knowledge on forests and carbon storage in the United States. , 2011, Ecological applications : a publication of the Ecological Society of America.

[9]  Mark H. Hansen,et al.  Sample-based estimators used by the forest inventory and analysis national information management system , 2005 .

[10]  Daniel C. Donato,et al.  Forest Fire Impacts on Carbon Uptake, Storage, and Emission: The Role of Burn Severity in the Eastern Cascades, Oregon , 2009, Ecosystems.

[11]  D. Azuma,et al.  Site index equations and mean annual increment equations for Pacific Northwest Research Station forest inventory and analysis inventories, 1985-2001 / , 2003 .

[12]  D. Weyermann,et al.  A comparison of stratification effectiveness between the National Land Cover Data set and photointerpretation in western Oregon , 2002 .

[13]  C. Wirth,et al.  Reconciling Carbon-cycle Concepts, Terminology, and Methods , 2006, Ecosystems.

[14]  K. Cromack,et al.  Four centuries of soil carbon and nitrogen change after stand-replacing fire in a forest landscape in the western Cascade Range of Oregon , 2008 .

[15]  Grant M. Domke,et al.  Consequences of alternative tree-level biomass estimation procedures on U.S. forest carbon stock estimates , 2012 .

[16]  L. Heath,et al.  Methods and equations for estimating aboveground volume, biomass, and carbon for trees in the U.S. forest inventory, 2010 , 2011 .

[17]  Christopher W. Woodall,et al.  Sampling Protocol, Estimation, and Analysis Procedures for the Down Woody Materials Indicator of the FIA Program , 2015 .

[18]  L. Heath,et al.  How to estimate forest carbon for large areas from inventory data , 2004 .

[19]  Warren B. Cohen,et al.  Scaling net ecosystem production and net biome production over a heterogeneous region in the Western United States , 2007 .

[20]  B. Hungate,et al.  Aligning ecology and markets in the forest carbon cycle , 2013 .

[21]  D. Peterson,et al.  Effects of climatic variability and change on forest ecosystems: a comprehensive science synthesis for the U.S. forest sector. , 2012 .

[22]  T. Barrett Optimizing efficiency of height modeling for extensive forest inventories , 2006 .

[23]  D. Guyon,et al.  Contribution of understory species to total ecosystem aboveground and belowground biomass in temperate Pinus pinaster Ait. forests , 2013 .

[24]  Yaxing Wei,et al.  Reconciling estimates of the contemporary North American carbon balance among terrestrial biosphere models, atmospheric inversions, and a new approach for estimating net ecosystem exchange from inventory‐based data , 2012 .

[25]  J. E. Means,et al.  Software for computing plant biomass: Biopak users guide. Forest Service general technical report , 1994 .

[26]  Nicholas C. Coops,et al.  Comparison of three models for predicting gross primary production across and within forested ecoregions in the contiguous United States , 2009 .

[27]  A. Winsor Sampling techniques. , 2000, Nursing times.

[28]  Mark E. Harmon,et al.  Carbon balance on federal forest lands of Western Oregon and Washington: The impact of the Northwest Forest Plan , 2012 .

[29]  D. Peterson,et al.  Climate and wildfire area burned in western U.S. ecoprovinces, 1916-2003. , 2009, Ecological applications : a publication of the Ecological Society of America.

[30]  H. T. Schreuder,et al.  The Pacific Northwest region vegetation and monitoring system. , 1996 .

[31]  T. Max,et al.  The Pacific Northwest Region vegetation and inventory monitoring system , 1996 .

[32]  D. Sprugel,et al.  Correcting for Bias in Log‐Transformed Allometric Equations , 1983 .

[33]  Gretchen G. Moisen,et al.  Forest Inventory and Analysis (FIA) Symposium 2008; October 21-23, 2008; Park City, UT , 2009 .

[34]  B. Law,et al.  Carbon dynamics of Oregon and Northern California forests and potential land-based carbon storage. , 2009, Ecological applications : a publication of the Ecological Society of America.

[35]  Mark E Harmon,et al.  Forest fuel reduction alters fire severity and long-term carbon storage in three Pacific Northwest ecosystems. , 2009, Ecological applications : a publication of the Ecological Society of America.

[36]  D. Zheng,et al.  Carbon changes in conterminous US forests associated with growth and major disturbances: 1992–2001 , 2011 .

[37]  J. Agee Fire Ecology of Pacific Northwest Forests , 1993 .

[38]  T. Swetnam,et al.  Managing Forests and Fire in Changing Climates , 2013, Science.

[39]  C. T. Dyrness,et al.  Natural Vegetation of Oregon and Washington , 1988 .

[40]  Pacific Northwest Forest,et al.  Estimating biomass of shrubs and forbs in central Washington Douglas-fir stands. , 1981 .

[41]  J. Fried,et al.  California's forest resources, 2001-2005: five-year Forest Inventory and Analysis Report. , 2008 .

[42]  J. Bowyer,et al.  Managing Forests because Carbon Matters: Integrating Energy, Products, and Land Management Policy , 2011, Journal of Forestry.

[43]  F. Hall Pacific Northwest ecoclass codes for seral and potential natural communities. , 1998 .

[44]  C. Perry,et al.  Soils as an Indicator of Forest Health: A Guide to the Collection, Analysis, and Interpretation of Soil Indicator Data in the Forest Inventory and Analysis Program , 2015 .

[45]  R. S. Kennedy,et al.  Decadal trends in net ecosystem production and net ecosystem carbon balance for a regional socioecological system , 2011 .

[46]  S. VAN TUY,et al.  Disturbance and climate effects on carbon stocks and fluxes across Western Oregon USA , 2004 .

[47]  Paul B. Alaback,et al.  Software for computing plant biomassBIOPAK users guide. , 1994 .

[48]  The climate change performance scorecard and carbon estimates for national forest , 2012 .

[49]  Walter Liggett,et al.  Statistical Issues for Monitoring Ecological and Natural Resources in the United States , 1999 .

[50]  A. I. Gitelman,et al.  Variability in net primary production and carbon storage in biomass across Oregon forests—an assessment integrating data from forest inventories, intensive sites, and remote sensing , 2005 .

[51]  R. Birdsey,et al.  Methods for calculating forest ecosystem and harvested carbon with standard estimates for forest types of the United States , 2006 .

[52]  Van Wagner The Line Intersect Method in Forest Fuel Sampling , 1968 .

[53]  Mark H. Hansen,et al.  Investigation into calculating tree biomass and carbon in the FIADB using a biomass expansion factor approach , 2009 .

[54]  Malcolm P. North,et al.  High-severity wildfire effects on carbon stocks and emissions in fuels treated and untreated forest , 2011 .

[55]  Göran Ståhl,et al.  Sample-Based Estimation of Greenhouse Gas Emissions From Forests—A New Approach to Account for Both Sampling and Model Errors , 2014 .

[56]  Brett A. Morrissette,et al.  Intense forest wildfire sharply reduces mineral soil C and N: the first direct evidence , 2008 .

[57]  Miles A. Hemstrom,et al.  Estimating aboveground tree biomass on forest land in the Pacific Northwest: a comparison of approaches. , 2009 .

[58]  Linda S. Heath,et al.  Carbon sequestration in the U.S. forest sector from 1990 to 2010 , 2007 .

[59]  L. Heath,et al.  Carbon stocks on forestland of the United States, with emphasis on USDA Forest Service ownership , 2011 .

[60]  THE FOREST RESOURCES OF THE UNITED STATES. , 1896, Science.

[61]  Pacific Northwest Forest,et al.  Photo stratification improves northwest timber volume estimates , 1972 .

[62]  James B. Domingo,et al.  Effects of Partial Harvest on the Carbon Stores in Douglas-fir/Western Hemlock Forests: A Simulation Study , 2009, Ecosystems.

[63]  Yude Pan,et al.  BIOMASS AND NPP ESTIMATION FOR THE MID-ATLANTIC REGION (USA) USING PLOT-LEVEL FOREST INVENTORY DATA , 2001 .

[64]  Kenneth E. Skog,et al.  Sequestration of carbon in harvested wood products for the United States , 2008 .

[65]  C. Perry,et al.  Forest Resources of the United States, 2007 , 2009 .

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

[67]  T. Swetnam,et al.  Warming and Earlier Spring Increase Western U.S. Forest Wildfire Activity , 2006, Science.

[68]  M. Harmon,et al.  Differences between standing and downed dead tree wood density reduction factors: A comparison across decay classes and tree species , 2011 .