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Using a Global Flux Network—FLUXNET— to Study the Breathing of the Terrestrial Biosphere. Dennis Baldocchi ESPM/Ecosystem Science Div. University of California, Berkeley. AsiaFlux , Seoul, Korea Nov. 17, 2008. Contemporary CO 2 Record.
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Using a Global Flux Network—FLUXNET— to Study the Breathing of the Terrestrial Biosphere Dennis Baldocchi ESPM/Ecosystem Science Div. University of California, Berkeley AsiaFlux, Seoul, Korea Nov. 17, 2008
Methods To Assess Terrestrial Carbon Fluxes at Landscape to Continental Scales, and Across Multiple Time Scales GCM Inversion Modeling Eddy Flux Measurements/ FLUXNET Remote Sensing/ MODIS Forest/Biomass Inventories Physiological Measurements/ Manipulation Expts. Biogeochemical/ Ecosystem Dynamics Modeling
Objectives • Time • Annual Integration • Seasonal Dynamics • Inter-Annual Variability • Disturbance/Chronosequence • Processes • Photosynthesis = f(Q,T,functional type) • Respiration = f(T, growth, ppt, q) • Space • Other Uses and Application • Ecosystem Modeling
Temporal Dynamics of C Fluxes • Hour • Day • Month • Season • Year • Multiple Years • Pulses • Lags • Switches
Probability Distribution of Published NEE Measurements, Integrated Annually Baldocchi, Austral J Botany, 2008
Does Net Ecosystem Carbon Exchange Scale with Photosynthesis? Ecosystems with greatest GPP don’t necessarily experience greatest NEE Baldocchi, Austral J Botany, 2008
Ecosystem Respiration Scales Tightly with Ecosystem Photosynthesis, But Is with Offset by Disturbance Baldocchi, Austral J Botany, 2008
Net Ecosystem Carbon Exchange Scales with Length of Growing Season Baldocchi, Austral J Botany, 2008
Decadal Plus Time Series of NEE:Flux version of the Keeling’s Mauna Loa Graph Data of Wofsy, Munger, Goulden, et al.
Interannual Variation and Long Term Trends in Net Ecosystem Carbon Exchange (FN), Photosynthesis (FA) and Respiration (FR) Urbanski et al 2007 JGR
Lag Effects Due to 2003 European Drought/Heat Stress Knohl et al Max Planck, Jena
Interannual Variations in Photosynthesis and Respiration are Coupled Baldocchi, Austral J Botany, 2008
Interannual Variability in NEE is tiny across the Global Network
Interannual Variability in GPP is tiny across the Global Network, too
Little Change in Abiotic Drivers--annual Rg, ppt --across Network
Complicating Dynamical Factors • Switches • Phenology • Drought • Frost/Freeze • Pulses • Rain • Litterfall • Emergent Processes • Diffuse Light/LUE • Acclimation • Lags • Stand Age/Disturbance
Soil Respiration Lags Photosynthesis onHourly Scale Tang et al. 2006, GCB
Emergent Scale Process:CO2 Flux and Diffuse Radiation • We are poised to see effects of Cleaner/Dirtier Skies and Next Volcano Niyogi et al., GRL 2004
Potential and Real Rates of Gross Carbon Uptake by Vegetation: Most Locations Never Reach Upper Potential GPP at 2% efficiency and 365 day Growing Season tropics GPP at 2% efficiency and 182.5 day Growing Season FLUXNET 2007 Database
Optimal NEE: Acclimation with Temperature E. Falge et al 2002 AgForMet; Baldocchi et al 2001 BAMS
Soil Temperature: An Objective Indicator of Phenology?? Data of Pilegaard et al.
Soil Temperature: An Objective Measure of Phenology, part 2 Baldocchi et al. Int J. Biomet, 2005
Do Snap-Shot C Fluxes, inferred from Remote Sensing, Relate to Daily C Flux Integrals? Sims et al 2005 AgForMet
Spatial Variations in C Fluxes Xiao et al. 2008, AgForMet
Upscaling Flux Data with Remote Sensing Data Published, Global: -182 gC m-2 y-1 Map, US: -189 gC m-2 y-1 Xiao and Baldocchi, unpublished
Spatialize Phenology with Transformation Using Climate Map Baldocchi, White, Schwartz, unpublished
Flux Based Phenology Patterns with Match well with data from Phenology Network White, Baldocchi and Schwartz, unpublished
Limits to Landscape Classification by Functional Type • Stand Age/Disturbance • Biodiversity • Fire • Logging • Insects/Pathogens • Management/Plantations • Kyoto Forests
Time Since Disturbance Affects Net Ecosystem Carbon Exchange Baldocchi, Austral J Botany, 2008 Data of teams lead by Amiro, Dunn, Paw U, Goulden
Other Activities and Uses of Fluxnet Data • Landuse • Ecosystem Modeling • EcoHydrology • Biodiversity • Climate
Biodiversity and Evaporation Baldocchi, 2004: Data from Black, Schmid, Wofsy, Baldocchi, Fuentes
Ecosystem Model Testing and Development Kucharik et al., 2006 Ecol Modeling
Seasonality of Photosynthetic Capacity Wang et al, 2007 GCB
Optimizing Seasonality of Vcmax improves Prediction of Fluxes Wang et al, 2007 GCB
A Continuing Challenge and Task: Measure Ecosystem Processes on Ecosystem Timescales ‘A continuing challenge to long-term Earth observations is the prejudice against science that is not directly aimed at hypothesis testing. At a time when the planet is being propelled by human action into another climate regime with incalculable social and environmental costs, we cannot afford such a rigid view of the scientific enterprise. The only way to figure out what is happening to our planet is to measure it, and this means tracking changes decade after decade and poring over the records. A point of diminishing scientific returns has never been realized in what is now known as the "Keeling Curve," the Mauna Loa CO2 record’. Ralph Keeling, Science March 28, 2008
Acknowledgements • Leadership • Riccardo Valentini, Steve Running, Bev Law • Data Preparation: FLUXNET-2007 • Dario Papale, Markus Reichstein, Catharine Van Ingen, Deb Agarwal, Tom Boden, Bob Cook, Susan Holliday, Bruce Wilson, +++ • FLUXNET Office @ Berkeley • Eva Falge, LianhongGu, Matthias Falk, Rodrigo Vargas, Youngryel Ryu • Networks • AmeriFlux, CarboEurope, AsiaFlux, ChinaFlux, Fluxnet Canada, OzFlux, +++ • Agencies • NSF/RCN, ILEAPS, DOE/TCP, NASA, Microsoft, ++++