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‘Breathing’ of the Terrestrial Biosphere: Lessons Learned from a Global Network of Carbon Dioxide and Water Vapor Flux Measurement Systems and Applications towards studying Methane Dennis Baldocchi University of California, Berkeley Workshop on ON THE RELEVANCE OF SURFACE AND BOUNDARY LAYER PROCESSES FOR THE EXCHANGES OF REACTIVE- AND GREENHOUSE GASES", Wageningen, The Netherlands 9-12th of October 2007.
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Outline Background –Coupled Carbon, Water and N Cycles –Eddy Covariance Long-Term Carbon Fluxes –Trends and Inter-annual Variability –Flux Partitioning –Disturbance Long-Term Water Vapor Fluxes –Mechanisms –Annual Fluxes Long-term Methane Fluxes –New Methane Measurements
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Coupled Carbon, Water, Methane and Energy Fluxes
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Eddy Covariance Direct measure of the flux density between the atmosphere and biosphere In situ Quasi-continuous Integrative of broad area Introduces no artifacts, like chambers
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Eddy Covariance Technique
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The Flux Density is defined by the integral of the CoSpectrum
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Conservation Budget, Advection and Flux Divergence
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Must Consider Storage in Air Layer, as at night or with Plume Impaction
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Baldocchi, Austral J Botany, submitted Probability Distribution of Published NEE Measurements, Integrated Annually
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FLUXNET Database: n ~ 300 in 2003; n ~ 430 in 2005 Does pdf change with time and/or as the Network Grows?
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Baldocchi, Austral J Botany, submitted Does Net Ecosystem Carbon Exchange Scale with Photosynthesis?
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Baldocchi, Austral J Botany, submitted Net Ecosystem Carbon Exchange Scales with Length of Growing Season
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Baldocchi, Austral J Botany, submitted Ecosystem Respiration Scales with Ecosystem Photosynthesis, with Offset by Disturbance
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Time Since Disturbance Affects Net Ecosystem Carbon Exchange
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Interannual Variation and Long Term Trends in Net Ecosystem Carbon Exchange, Photosynthesis and Respiration Urbanski et al 2007 JGR
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Baldocchi, Austral J Botany, submitted Interannual Variations in Photosynthesis and Respiration are Coupled
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Data of Pilegaard et al.; Baldocchi et al. Int J. Biomet, 2005 Soil Temperature: An Objective Indicator of Phenology??
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Canopy Photosynthesis Starts when Soil Temperature Matches Mean Annual Air Temperature Baldocchi et al 2005 Int J Biomet
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Spatialize Phenology with Flux-Based Transformation & Climate Map White, Baldocchi, Schwartz, JGR, submitted
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White, Baldocchi and Schwartz, JGR, submitted Flux Based Phenology Patterns with Match well with data from Independent Phenology Network
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Penman Monteith Equation Function of: Available Energy (Rn-S) Vapor Pressure Deficit (D) Aerodynamic Conductance (Gh) Surface Conductance (Gs)
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Effects of Functional Types and R sfc on Normalized Evaporation R c is a f(LAI, N, soil moisture, Ps Pathway)
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Stomatal Conductance Scales with Photosynthesis Wilson et al. 2001, Tree Physiology Schulze et al 1994. Annual Rev Ecology Photosynthetic Capacity Scales with Nitrogen Stomatal Conductance scales with Nitrogen Stomatal Conductance Scales with N, via Photosynthesis
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Effects of Leaf Area and Photosynthetic Capacity on Normalized Evaporation: Watered-Deficits
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Eco-hydrology: ET, Functional Type, Physiological Capacity and Drought
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Use Appropriate and Root-Weighted Soil Moisture Soil Moisture, arthimetic average Chen, Baldocchi et al, in prep. Soil Moisture, root-weighted
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Interannual Variation ET
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Landscape Differences On Short Time Scales, Grass ET > Forest ET Ryu, Baldocchi, Ma and Hehn, JGR-Atmos, submitted
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Role of Land Use on ET: On Annual Time Scale, Forest ET > Grass ET Ryu, Baldocchi et al, JGR-Atmos, submitted
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Savanna Uses More Water than Grassland Savanna Soil holds about 78 mm more Water Annual ET Decreases with Rg Rg is negatively correlated with Rain and Clouds System is Water not Radiation Limited Ryu, Baldocchi, Ma, Hehn, JGR-Atmos, submitted
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Whiting and Chanton, 1993 Nature Methane Efflux Scales with NEP McMillan et al 2007 JGR Rice in Ca Shurpali and Verma, 1998
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Whalen 2005 Env Eng Sci Methane Fluxes Experience Much Seasonality and transcend several Orders of Magnitude McMillan et al 2007 JGR
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Hendricks et al 2007 Biogeoscience Role of Landscape in Holland
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Interannual Variation in Methane Fluxes due to Water Table Shurpali and Verma, 1998
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Methane Emission and Water Table Roulet et al, 1992 Tellus Bubier and Moore, TREE, 1994
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Measuring Methane with Off-Axis Laser Spectrometer Los Gatos Research
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Flux detection limit r wc ~ 0.5 w ~ 0.125 m s -1 c ~ 0.84 ppb minimum methane flux density on the order of 4.68 nmol m -2 s -1 (0.27 mg CH 4 m -2 h -1 ),
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Methane Fluxes over a Peatland Detto and Baldocchi, unpublished
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Methane Fetch Daytime, Ideal
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Methane Fetch at Night, Patchy and Complex
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Day and Night Footprints over Peatland Detto and Baldocchi, unpublished
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Conclusions Net Ecosystem Carbon Exchange is a result of close coupling between photosynthesis and respiration Disturbance produces an additional respiratory source Long-term measurements are showing trends in CO2 exchange due to ecosystem dynamics Methane Fluxes transcend several orders of magnitude and experience much seasonality due to modulation in water table and net primary productivity New opportunities to measure other traces gases, like methane, with new generation of tunable diode laser spectrometers Fluxes of trace gases is more complicated due to plume impaction, over small background signal, and patchy sources
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2% difference or 15 gC m-2 y-1
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Filtering Functions High pass filtering Low pass filtering Digital sampling Sensor response time Attenuation of signal via sampling Line or volume averaging Sensor separation
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Many sensors don’t measure mixing ratio, they measure molar density 1 st order assumption, Boussinesq Approximation
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‘correction’ for moist air
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Closed Path TDL After Detto and Baldocchi
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Ideal, steady-state, infinite fetch, no advection Integrate and Define Constant Flux Layer
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Advective conditions
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