Simulated and observed fluxes of sensible and latent heat and CO2 at the WLEF‐TV tower using SiB2.5

Three years of meteorological data collected at the WLEF-TV tower were used to drive a revised version of the Simple Biosphere (SiB 2.5) Model. Physiological properties and vegetation phenology were specified from satellite imagery. Simulated fluxes of heat, moisture, and carbon were compared to eddy covariance measurements taken onsite as a means of evaluating model performance on diurnal, synoptic, seasonal, and interannual time scales. The model was very successful in simulating variations of latent heat flux when compared to observations, slightly less so in the simulation of sensible heat flux. The model overestimated peak values of sensible heat flux on both monthly and diurnal scales. There was evidence that the differences between observed and simulated fluxes might be linked to wetlands near the WLEF tower, which were not present in the SiB simulation. The model overestimated the magnitude of the net ecosystem exchange of CO2 in both summer and winter. Mid-day maximum assimilation was well represented by the model, but late afternoon simulations showed excessive carbon uptake due to misrepresentation of within-canopy shading in the model. Interannual variability was not well simulated because only a single year of satellite imagery was used to parameterize the model.

[1]  S. Idso A set of equations for full spectrum and 8- to 14-μm and 10.5- to 12.5-μm thermal radiation from cloudless skies , 1981 .

[2]  Yann Kerr,et al.  The ISLSCP initiative I global datasets: Surface boundary conditions and atmospheric forcings for land-atmosphere studies , 1996 .

[3]  Piers J. Sellers,et al.  Relations between surface conductance and spectral vegetation indices at intermediate (100 m2 to 15 km2) length scales , 1992 .

[4]  C. Justice,et al.  An evaluation of the global 1-km AVHRR land dataset , 2000 .

[5]  C. Justice,et al.  A Revised Land Surface Parameterization (SiB2) for Atmospheric GCMS. Part II: The Generation of Global Fields of Terrestrial Biophysical Parameters from Satellite Data , 1996 .

[6]  Taro Takahashi,et al.  Towards robust regional estimates of CO2 sources and sinks using atmospheric transport models , 2002, Nature.

[7]  J. Townshend,et al.  Global land cover classi(cid:142) cation at 1 km spatial resolution using a classi(cid:142) cation tree approach , 2004 .

[8]  Elizabeth Pattey,et al.  Scaling up flux measurements for the boreal forest using aircraft‐tower combinations , 1997 .

[9]  J. Berry,et al.  A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species , 1980, Planta.

[10]  D. Randall,et al.  Latitudinal gradient of atmospheric CO2 due to seasonal exchange with land biota , 1995, Nature.

[11]  G. J. Collatz,et al.  Simulations of terrestrial carbon metabolism and atmospheric CO2 in a general circulation model. Part 1: Surface carbon fluxes , 1996 .

[12]  Robert Atlas,et al.  The Effect of SST and Soil Moisture Anomalies on GLA Model Simulations of the 1988 U.S. Summer Drought. , 1993 .

[13]  R. O N A L,et al.  The annual cycles of CO 2 and H 2 O exchange over a northern mixed forest as observed from a very tall tower , 2003 .

[14]  P. Friedlingstein,et al.  Can a strong atmospheric CO2 rectifier effect be reconciled with a “reasonable” carbon budget? , 1999 .

[15]  G. Bonan The Land Surface Climatology of the NCAR Land Surface Model Coupled to the NCAR Community Climate Model , 1998 .

[16]  Zong-Liang Yang,et al.  Comparative Evaluation of BATS2, BATS, and SiB2 with Amazon Data , 2000 .

[17]  Piers J. Sellers,et al.  Calculation of the global land surface energy, water and CO2 fluxes with an off‐line version of SiB2 , 1996 .

[18]  D. Randall,et al.  A Revised Land Surface Parameterization (SiB2) for Atmospheric GCMS. Part I: Model Formulation , 1996 .

[19]  Gloor,et al.  A Large Terrestrial Carbon Sink in North America Implied by Atmospheric and Oceanic Carbon Dioxide Data and Models , 2022 .

[20]  Philippe Ciais,et al.  Inverse modeling of annual atmospheric CO2 sources and sinks , 1999 .

[21]  G. Collatz,et al.  Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: a model that includes a laminar boundary layer , 1991 .

[22]  Kenneth J. Davis,et al.  Long-Term Carbon Dioxide Fluxes from a Very Tall Tower in a Northern Forest: Flux Measurement Methodology , 2001 .

[23]  Douglas E. Ahl,et al.  Effects of aggregated classifications of forest composition on estimates of evapotranspiration in a northern Wisconsin forest , 2002 .

[24]  P. Friedlingstein,et al.  KEYNOTE PERSPECTIVE. Can a strong atmospheric CO2 rectifier effect be reconciled with a , 1999 .

[25]  K. Davis,et al.  Simulated variations in atmospheric CO2 over a Wisconsin forest using a coupled ecosystem–atmosphere model , 2003 .

[26]  P. Sellers,et al.  Testing the Simple Biosphere model (SiB) using point micrometeorological and biophysical data , 1987 .

[27]  P. Alpert,et al.  A shallow, short-lived meso-β cyclone over the Gulf of Antalya, eastern Mediterranean , 1999 .

[28]  A. Dalcher,et al.  A Simple Biosphere Model (SIB) for Use within General Circulation Models , 1986 .

[29]  Ian G. Enting,et al.  Reconstructing the recent carbon cycle from atmospheric CO2, δ13C and O2/N2 observations* , 1999 .

[30]  Marek Uliasz A modeling approach to evaluate aircraft sampling strategies for estimation of terrestrial CO 2 fluxes , 2000 .

[31]  P. Sellers,et al.  Modeling of Energy, Water, and CO2 Flux in a Temperate Grassland Ecosystem with SiB2: May–October 1987 , 1998 .

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

[33]  Kenneth J. Davis,et al.  The annual cycles of CO2 and H2O exchange over a northern mixed forest as observed from a very tall tower , 2003 .

[34]  D. Randall,et al.  Simulations of terrestrial carbon metabolism and atmospheric CO2 in a general circulation model: Part 2: Simulated CO2 concentrations , 1996 .

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

[36]  Miller,et al.  The Anomalous Rainfall over the United States during July 1993: Sensitivity to Land Surface Parameterization and Soil Moisture Anomalies , 1996 .

[37]  H. Mooney,et al.  Modeling the Exchanges of Energy, Water, and Carbon Between Continents and the Atmosphere , 1997, Science.

[38]  Pieter P. Tans,et al.  Measurements of carbon dioxide on very tall towers: results of the NOAA/CMDL program , 1998 .

[39]  G. Hornberger,et al.  Empirical equations for some soil hydraulic properties , 1978 .

[40]  W. James Shuttleworth,et al.  Calibrating the Simple Biosphere Model for Amazonian Tropical Forest Using Field and Remote Sensing Data. Part I: Average Calibration with Field Data , 1989 .

[41]  Pedro Viterbo,et al.  The land surface‐atmosphere interaction: A review based on observational and global modeling perspectives , 1996 .

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

[43]  C. Tucker,et al.  A Global 9-yr Biophysical Land Surface Dataset from NOAA AVHRR Data , 2000 .

[44]  Song-You Hong,et al.  Evaluation of land-surface interaction in ECMWF and NCEP/NCAR reanalysis models over grassland (FIFE) and boreal forest (BOREAS) , 1998 .

[45]  Pedro Viterbo,et al.  An Improved Land Surface Parameterization Scheme in the ECMWF Model and Its Validation. , 1995 .

[46]  Philippe Bousquet,et al.  Inverse modeling of annual atmospheric CO2 sources and sinks. 2. Sensitivity study , 1999 .

[47]  B. Bonan,et al.  A Land Surface Model (LSM Version 1.0) for Ecological, Hydrological, and Atmospheric Studies: Technical Description and User's Guide , 1996 .

[48]  G. Collatz,et al.  Coupled Photosynthesis-Stomatal Conductance Model for Leaves of C4 Plants , 1992 .