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This tool provides an overview of Landfire-C, a geospatial and tabular data integration product for estimating land carbon stocks and change. It includes information on the methodology, workflow, and data sources used. The tool also provides insights into the stock change attribution and estimated harvested volume for harvested wood products (HWP) in California from 2010 to 2012.
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Landfire-C: a tool for estimating land carbon stocks and change Klaus Scott California Air Resources Board 1504 HWP Carbon Workshop April 27, 2018
Motivation AB 32 (2006) AB 1803 (2007) AB 1504 (2011) SB 859 (2016) SB 32 (2016) AB 398 (2017) http://www.climatechange.ca.gov/state/legislation.html
IPCC Conceptual Framework:stasis vs transition IPCC Conceptual Framework: stasis vs transition HWP SWDS Forest Land* Cropland Grassland Other Land Settlements Wetlands *Tree-dominated & shrub-dominated lands
Workflow Overview Data FIA Data (5.1) 3623 Plots LANDFIRE Veg, Cover, Height & Disturbance MODIS NPP (I km) LANDFIRE.db Literature Methods* Landfire-C (ARB) Geospatial + Tabular Data Integration Products Natural Lands BiomassTimei Natural Lands Carbon StockTime i CTime 2 – CTime 1 *Gonzalez, P. et al. Forest Ecology & Management (2015) 348: 66-77. http://dx.doi.org/10.1016/j.foreco.2015.03.040
Time Stock Difference Method 100 Mg Carbon Carbon Stocks, Time 1 1000 Mg Carbon Carbon Stocks, Time 2 C stocksTime2 – C stocksTime1 = 1000 Mg C – 100 Mg C = 900 Mg C
Above-ground Live Mg C ha-1 2012 2010
Stock-Change Attribution: Landfire Disturbance Data Harvest Thinning Rx burn Mechanical Wildfire 2010 – 2012 composite
AGL stock-change, 2010-2012 activities Harvest (generic) Thinning Clearcut Mastication Other mechanical
AGL harvest intensity (Mg C/ha) and merchantable portions for Clearcut and Partial cut: private1 and public2 land 1 Stewart and Nakamura (2012) Forest Products Journal 62(5): 340-354 2 Saah, D. et al. (2012) Developing an analytical framework for quantifying greenhouse gas emission reductions from forest fuel treatment projects in Placer County, California. Report to USDA-FS PSW Research Station. http://placer.ca.gov/~/media/apc/documents/APCD%20Biomass/SIGDraft%20Report.pdf 3 (assigned values for 2010-2012)
Landfire-C estimated AGL carbon stock-change (Mg C) by activity category and ownership, 2010 - 2012 Estimated percent of AGL stock-change that is merchantable Estimated harvested volume (mmbf)
AGL carbon stock extracted for HWP (Mg C) 2010 - 2012 1 Stewart and Nakamura (2012) Forest Products Journal 62(5): 340-354 also see http://ucanr.edu/sites/forestry/Carbon_Sequestration_Tool_for_THPs/