Aircraft‐derived regional scale CO2 fluxes from vegetated drained thaw‐lake basins and interstitial tundra on the Arctic Coastal Plain of Alaska

The landscape surface of the Barrow Peninsula of Alaska is a mosaic of small ponds, thaw lakes, different aged vegetated drained thaw-lake basins (VDTLBs), and interstitial tundra which have been dynamically formed by both short- and long-term processes. We used a combination of tower- and aircraft-based eddy covariance measurements to characterize the spatial and temporal patterns of CO2, latent, and sensible heat fluxes along with MODIS NDVI, and were able to scale the aircraft-based CO2 fluxes to the 1802 km 2 Barrow Peninsula region. During typical 2006 summer conditions, the midday hourly CO2 flux over the region was � 2.04 � 10 5 kg CO2 h � 1 . The CO2 fluxes among the interstitial tundra, Ancient, and Old VDTLBs, as well as between the Medium and Young VDTLBs were not significantly different. Combined, the interstitial tundra and Old and Ancient VDTLBs represent � 67% of the Barrow Peninsula surface area, accounting for � 59% of the regional flux signal. Although the Medium and Young VDTLBs represent � 11% of the surface area, they account for a large portion, � 35%, of the total regional flux. The remaining � 22% of the surface area are lakes and contributed the remaining � 6% of the total regional flux. Previous studies treated vegetated areas of the region as a single surface type with measurements from a few study sites; doing so could underestimate the regional flux by � 22%. Here, we demonstrate that aircraft-based systems have the ability to cover large spatial scales while measuring the turbulent fluxes across a number of surfaces and combined with ground- and satellite-based measurements provide a valuable tool for both scaling and validation of regional-scale fluxes.

[1]  L. Tieszen,et al.  Vegetation and Production Ecology of an Alaskan Arctic Tundra , 1980, Ecological Studies.

[2]  K. Nadelhoffer,et al.  Changes in Live Plant Biomass, Primary Production, and Species Composition along a Riverside Toposequence in Arctic Alaska, U.S.A. , 1996 .

[3]  J. Norman,et al.  Correcting eddy-covariance flux underestimates over a grassland , 2000 .

[4]  Katherine E. Webster,et al.  Causes and Consequences of Spatial Heterogeneity in Lakes , 2005 .

[5]  K. Davis,et al.  The MODIS (Collection V005) BRDF/albedo product: Assessment of spatial representativeness over forested landscapes , 2009 .

[6]  Steven F. Oberbauer,et al.  ENVIRONMENTAL EFFECTS ON CO2 EFFLUX FROM WATER TRACK AND TUSSOCK TUNDRA IN ARCTIC ALASKA, U.S.A. , 1991 .

[7]  R. Baumann,et al.  Test and Calibration of the DLR Falcon Wind Measuring System by Maneuvers , 1991 .

[8]  J. Kelley,et al.  Carbon dioxide partial pressures in arctic surface waters1 , 1974 .

[9]  Kenneth M. Hinkel,et al.  Patterns of soil temperature and moisture in the active layer and upper permafrost at Barrow, Alaska: 1993 1999 , 2001 .

[10]  Fred L. Bunnell,et al.  An Arctic ecosystem: The Coastal Tundra at Barrow, Alaska , 1980 .

[11]  W. Cohen,et al.  Site‐level evaluation of satellite‐based global terrestrial gross primary production and net primary production monitoring , 2005 .

[12]  F. Chapin,et al.  Subgrid-scale variability in the surface energy balance , 1998 .

[13]  R. Dobosy,et al.  An aircraft-based data analysis method for discerning individual fluxes in a heterogeneous agricultural landscape , 2008 .

[14]  W. Oechel,et al.  FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem-Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities , 2001 .

[15]  W. Dulaney,et al.  Normalized difference vegetation index measurements from the Advanced Very High Resolution Radiometer , 1991 .

[16]  Timothy L. Crawford,et al.  Spatial and temporal variability of heat, water vapor, carbon dioxide, and momentum air-sea exchange in a coastal environment , 1993 .

[17]  Kenneth M. Hinkel,et al.  Morphometric and spatial analysis of thaw lakes and drained thaw lake basins in the western Arctic Coastal Plain, Alaska , 2005 .

[18]  Franco Miglietta,et al.  Comparison between tower and aircraft-based eddy covariance fluxes in five European regions , 2004 .

[19]  Keith M. Hussey,et al.  The Oriented Lakes of Arctic Alaska , 1962, The Journal of Geology.

[20]  J. Comiso Warming trends in the Arctic from clear sky satellite observations , 2003 .

[21]  F. Chapin,et al.  Role of Land-Surface Changes in Arctic Summer Warming , 2005, Science.

[22]  Timothy L. Crawford,et al.  Air‐surface exchange measurement in heterogeneous regions: extending tower observations with spatial structure observed from small aircraft , 1996 .

[23]  Edward B. Rastetter,et al.  Modelling carbon responses of tundra ecosystems to historical and projected climate: a comparison of a plot‐ and a global‐scale ecosystem model to identify process‐based uncertainties , 2000, Global change biology.

[24]  Wilfried Brutsaert,et al.  Evaporation into the atmosphere : theory, history, and applications , 1982 .

[25]  H. Schmid,et al.  A Simple Parameterisation for Flux Footprint Predictions , 2004 .

[26]  D. Mortensen,et al.  Arctic tundra: A source or sink for atmospheric carbon dioxide in a changing environment? , 1982, Oecologia.

[27]  W. Oechel,et al.  A scaling approach for quantifying the net CO2 flux of the Kuparuk River Basin, Alaska , 2000, Global change biology.

[28]  E. Vermote,et al.  Operational Atmospheric Correction of MODIS Visible to Middle Infrared Land Surface Data in the Case of an Infinite Lambertian Target , 2006 .

[29]  C. Justice,et al.  Atmospheric correction of MODIS data in the visible to middle infrared: first results , 2002 .

[30]  P. Webber Spatial and Temporal Variation of the Vegetation and Its Production, Barrow, Alaska , 1978 .

[31]  G. Kling,et al.  Arctic Lakes and Streams as Gas Conduits to the Atmosphere: Implications for Tundra Carbon Budgets , 1991, Science.

[32]  R. Dobosy,et al.  A sensitive fast-response probe to measure turbulence and heat flux from any airplane , 1992 .

[33]  J. Finnigan,et al.  Atmospheric Boundary Layer Flows: Their Structure and Measurement , 1994 .

[34]  Steven F. Oberbauer,et al.  TUNDRA CO2 FLUXES IN RESPONSE TO EXPERIMENTAL WARMING ACROSS LATITUDINAL AND MOISTURE GRADIENTS , 2007 .

[35]  W. Oechel,et al.  Intercomparison among chamber, tower, and aircraft net CO2 and energy fluxes measured during the Arctic System Science Land-Atmosphere-Ice Interactions (ARCSS-LAII) Flux Study , 1998 .

[36]  F. Miglietta,et al.  Dis-aggregation of airborne flux measurements using footprint analysis , 2010 .

[37]  Edward B. Rastetter,et al.  Arctic and boreal ecosystems of western North America as components of the climate system , 2000, Global change biology.

[38]  T. Foken,et al.  Tools for quality assessment of surface-based flux measurements , 1996 .

[39]  R. Leuning,et al.  Comparison of Aircraft and Ground-Based FluxMeasurements during OASIS95 , 2004 .

[40]  M. Hulme,et al.  Precipitation measurements and trends in the twentieth century , 2001 .

[41]  Steven F. Oberbauer,et al.  Responses of CO2 flux components of Alaskan Coastal Plain tundra to shifts in water table , 2010 .

[42]  David A. Landgrebe,et al.  MultiSpec: a tool for multispectral--hyperspectral image data analysis , 2002 .

[43]  Dean Vickers,et al.  Quality Control and Flux Sampling Problems for Tower and Aircraft Data , 1997 .

[44]  Analysis of flux maps versus surface characteristics from Twin Otter grid flights in BOREAS 1994 , 1997 .

[45]  J. I. MacPherson,et al.  Aircraft- and tower-based fluxes of carbon dioxide, latent, and sensible heat , 1992 .

[46]  D. Walker,et al.  Spatial and Temporal Heterogeneity of Vegetation Properties among Four Tundra Plant Communities at Ivotuk, Alaska, U.S.A , 2005 .

[47]  E. K. Webb,et al.  Correction of flux measurements for density effects due to heat and water vapour transfer , 1980 .

[48]  Brent N. Holben,et al.  Accuracy of the AVHRR vegetation index as a predictor of biomass, primary productivity and net CO2 flux , 1989, Vegetatio.

[49]  M. Torre Jorgenson,et al.  Abrupt increase in permafrost degradation in Arctic Alaska , 2006 .

[50]  Stephen Sitch,et al.  Numerical Terradynamic Simulation Group 1-2007 ASSESSING THE CARBON BALANCE OF CIRCUMPOLAR ARCTIC TUNDRA USING REMOTE SENSING AND PROCESS MODELING , 2018 .

[51]  A. Zaldei,et al.  The Sky Arrow ERA, an innovative airborne platform to monitor mass, momentum and energy exchange of ecosystems , 2006 .

[52]  J. Alfieri,et al.  Influence of Land Cover and Soil Moisture on the Horizontal Distribution of Sensible and Latent Heat Fluxes in Southeast Kansas during IHOP_2002 and CASES-97 , 2007 .

[53]  S. MacIntyre,et al.  Physical pathways of nutrient supply in a small, ultraoligotrophic arctic lake during summer stratification , 2006 .

[54]  J. Canadell,et al.  Soil organic carbon pools in the northern circumpolar permafrost region , 2009 .

[55]  F. Chapin,et al.  CO2 exchange between air and water in an Arctic Alaskan and midlatitude Swiss lake: Importance of convective mixing , 2003 .

[56]  R. McMillen,et al.  An eddy correlation technique with extended applicability to non-simple terrain , 1988 .

[57]  K.,et al.  The Meteorological Measurement System on the NASA ER-2 Aircraft , 1990 .

[58]  J. I. MacPherson,et al.  A comparison of surface sensible and latent heat fluxes from aircraft and surface measurements in FIFE 1987 , 1992 .

[59]  Donatella Zona,et al.  Characterization of the carbon fluxes of a vegetated drained lake basin chronosequence on the Alaskan Arctic Coastal Plain , 2009 .

[60]  T. Vesala,et al.  On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm , 2005 .

[61]  Hans Peter Schmid,et al.  Influence of vegetation and seasonal forcing on carbon dioxide fluxes across the Upper Midwest, USA: Implications for regional scaling , 2008 .

[62]  W. D. Billings,et al.  VEGETATIONAL CHANGE AND ICE-WEDGE POLYGONS THROUGH THE THAW-LAKE CYCLE IN ARCTIC ALASKA , 1980 .

[63]  W. Oechel,et al.  Energy balance closure at FLUXNET sites , 2002 .

[64]  J. Alfieri,et al.  Quantifying the Spatial Variability of Surface Fluxes Using Data from the 2002 International H2O Project , 2009 .

[65]  J. Kelley,et al.  CO 2 Exchange over the Alaskan Arctic Tundra: Meteorological Assessment by an Aerodynamic Method , 1975 .

[66]  T. Meyers,et al.  Measuring Biosphere‐Atmosphere Exchanges of Biologically Related Gases with Micrometeorological Methods , 1988 .

[67]  Ü. Rannik,et al.  Estimates of the annual net carbon and water exchange of forests: the EUROFLUX methodology , 2000 .

[68]  Ü. Rannik,et al.  Eddy covariance measurements of carbon exchange and latent and sensible heat fluxes over a boreal lake for a full open‐water period , 2006 .

[69]  W. Oechel,et al.  Spatial variation in regional CO2 exchange for the Kuparuk River Basin, Alaska over the summer growing season , 2003 .

[70]  T. Foken 50 Years of the Monin–Obukhov Similarity Theory , 2006 .

[71]  T. Davis Permafrost: A guide to Frozen Ground in Transition , 2001 .

[72]  David P. Billesbach,et al.  Regional CO2 and latent heat surface fluxes in the Southern Great Plains: Measurements, modeling, and scaling , 2009 .

[73]  Steven F. Oberbauer,et al.  Plant community responses to experimental warming across the tundra biome , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[74]  Donald A. Walker,et al.  Plant communities of a tussock tundra landscape in the Brooks Range Foothills, Alaska , 1994 .

[75]  J. R. Mackay,et al.  Catastrophic lake drainage, Tuktoyaktuk Peninsula area, District of Mackenzie , 1988 .

[76]  Ü. Rannik,et al.  Gap filling strategies for defensible annual sums of net ecosystem exchange , 2001 .

[77]  William K. Michener,et al.  Living in an increasingly connected world: a framework for continental-scale environmental science , 2008 .

[78]  J. I. MacPherson,et al.  An evaluation of aircraft flux measurements of CO2, water vapor and sensible heat , 1989 .

[79]  Vegetation and Production Ecology of an Alaskan Arctic Tundra. , 1980 .

[80]  Walter C. Oechel,et al.  Recent change of Arctic tundra ecosystems from a net carbon dioxide sink to a source , 1993, Nature.

[81]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[82]  Rommel C. Zulueta,et al.  Effects of climate variability on carbon sequestration among adjacent wet sedge tundra and moist tussock tundra ecosystems , 2006 .

[83]  W. Oechel,et al.  Landscape-Scale CO 2 , H 2 O Vapour and Energy Flux of Moist-Wet Coastal Tundra Ecosystems over Two Growing Seasons , 1997 .

[84]  J. Berry,et al.  Climatic controls of interannual variability in regional carbon fluxes from top‐down and bottom‐up perspectives , 2010 .

[85]  R. McMillen,et al.  Correcting airborne flux measurements for aircraft speed variation , 1993 .

[86]  Douglas A. Stow,et al.  The Relationship Between Soil Moisture and NDVI Near Barrow, Alaska , 2008 .

[87]  Allen Hope,et al.  Spatial distribution of near surface soil moisture and its relationship to microtopography in the Alaskan Arctic coastal plain , 2005 .

[88]  Eric Vermote,et al.  Atmospheric correction for the monitoring of land surfaces , 2008 .

[89]  F. Nelson,et al.  Paleoenvironmental analyses of an organic deposit from an erosional landscape remnant, Arctic Coastal Plain of Alaska , 2005 .

[90]  L. C. Bliss,et al.  6 – Plant Succession, Competition, and the Physiological Constraints of Species in the Arctic , 1992 .

[91]  Timothy L. Crawford,et al.  THE BAT-PROBE: THE ULTIMATE TOOL TO MEASURE TURBULENCE FROM ANY KIND OF AIRCRAFT (OR SAILPLANE) , 1999 .

[92]  D. Lenschow,et al.  Errors in airborne flux measurements , 1994 .

[93]  F. Miglietta,et al.  Detecting regional variability in sources and sinks of carbon dioxide: a synthesis , 2009 .

[94]  Thomas Foken,et al.  Re-evaluation of integral turbulence characteristics and their parameterisations , 2002 .

[95]  Henry W. Loescher,et al.  Uncertainties in, and interpretation of, carbon flux estimates using the eddy covariance technique , 2006 .

[96]  Kenneth M. Hinkel,et al.  Spatial Extent, Age, and Carbon Stocks in Drained Thaw Lake Basins on the Barrow Peninsula, Alaska , 2003 .

[97]  J. Højstrup A statistical data screening procedure , 1993 .

[98]  Kenneth M. Hinkel,et al.  Carbon pools and accumulation rates in an age-series of soils in drained thaw-lake basins, Arctic Alaska , 2004 .

[99]  G. Kling,et al.  The flux of CO2 and CH4 from lakes and rivers in arctic Alaska , 1992, Hydrobiologia.

[100]  Hans Peter Schmid,et al.  A Three-Dimensional Backward Lagrangian Footprint Model For A Wide Range Of Boundary-Layer Stratifications , 2002 .

[101]  W. Oechel,et al.  Observational Evidence of Recent Change in the Northern High-Latitude Environment , 2000 .

[102]  F. Chapin,et al.  Evidence and Implications of Recent Climate Change in Northern Alaska and Other Arctic Regions , 2004 .

[103]  Martin O. Jeffries,et al.  Methane efflux from high‐latitude lakes during spring ice melt , 1998 .

[104]  Kenneth M. Hinkel,et al.  Satellite remote sensing classification of thaw lakes and drained thaw lake basins on the North Slope of Alaska , 2005 .

[105]  W. Oechel,et al.  Acclimation of ecosystem CO2 exchange in the Alaskan Arctic in response to decadal climate warming , 2000, Nature.

[106]  Maosheng Zhao,et al.  Variability in Springtime Thaw in the Terrestrial High Latitudes: Monitoring a Major Control on the Biospheric Assimilation of Atmospheric CO2 with Spaceborne Microwave Remote Sensing , 2004 .

[107]  P. Sellers Canopy reflectance, photosynthesis and transpiration , 1985 .

[108]  L. D. Hinzman,et al.  Disappearing Arctic Lakes , 2005, Science.

[109]  S. Hastings,et al.  Downslope fertilizer movement in arctic tussock tundra , 1987 .

[110]  A. Obukhov,et al.  Turbulence in an atmosphere with a non-uniform temperature , 1971 .

[111]  Keith M. Hussey,et al.  Tundra Relief Features near Point Barrow, Alaska , 1966 .

[112]  R. Desjardins,et al.  Creating Surface Flux Maps from Airborne Measurements: Application to the Mackenzie Area GEWEX Study MAGS 1999 , 2008 .

[113]  C. Symon,et al.  Arctic climate impact assessment , 2005 .

[114]  Douglas L. Kane,et al.  Potential repsonse of an Arctic watershed during a period of global warming , 1992 .

[115]  Timothy L. Crawford,et al.  Aircraft wind measurement considering lift-induced upwash , 1996 .

[116]  A. McGuire,et al.  Changes in vegetation in northern Alaska under scenarios of climate change, 2003-2100: implications for climate feedbacks. , 2009, Ecological applications : a publication of the Ecological Society of America.

[117]  M. Torre Jorgenson,et al.  Evolution of lakes and basins in northern Alaska and discussion of the thaw lake cycle , 2007 .

[118]  Ranga B. Myneni,et al.  Estimation of global leaf area index and absorbed par using radiative transfer models , 1997, IEEE Trans. Geosci. Remote. Sens..

[119]  George L. Vourlitis,et al.  The effects of water table manipulation and elevated temperature on the net CO2 flux of wet sedge tundra ecosystems , 1998 .

[120]  C. Justice,et al.  Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation , 1997 .

[121]  John S. Kimball,et al.  Importance of recent shifts in soil thermal dynamics on growing season length, productivity, and carbon sequestration in terrestrial high‐latitude ecosystems , 2006 .

[122]  S. Hagemann,et al.  Vulnerability of Permafrost Carbon to Climate Change: Implications for the Global Carbon Cycle , 2008 .

[123]  M. Abrams The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER): Data products for the high spatial resolution imager on NASA's Terra platform , 2000 .

[124]  Hans Peter Schmid,et al.  Footprint modeling for vegetation atmosphere exchange studies: a review and perspective , 2002 .

[125]  Rommel C. Zulueta,et al.  Inter-annual carbon dioxide uptake of a wet sedge tundra ecosystem in the Arctic , 2003 .

[126]  C. Tucker Red and photographic infrared linear combinations for monitoring vegetation , 1979 .

[127]  Frank W. Gerlach,et al.  IKONOS satellite, imagery, and products , 2003 .

[128]  C. J. Moore Frequency response corrections for eddy correlation systems , 1986 .

[129]  Larry Mahrt,et al.  Flux Sampling Errors for Aircraft and Towers , 1998 .

[130]  W. Swinbank,et al.  THE MEASUREMENT OF VERTICAL TRANSFER OF HEAT AND WATER VAPOR BY EDDIES IN THE LOWER ATMOSPHERE , 1951 .