Gross Primary Productivity of the True Steppe in Central Asia in Relation to NDVI: Scaling up CO2 Fluxes

Compared to other characteristics of CO2 exchange, gross primary productivity (Pg) is most directly related to photosynthetic activity. Until recently, it was considered difficult to obtain measurement-based Pg. The objective of our study was to evaluate if Pg can be estimated from continuous CO2 flux measurements using nonlinear identification of the nonrectangular hyperbolic model of ecosystem-scale, light-response curves. Estimates of Pg and ecosystem respiration (Re) were obtained using Bowen ratio– energy-balance measurements of CO2 exchange in a true-steppe ecosystem in northern Kazakhstan during four growing seasons (1998–2001). The maximum mean weekly apparent quantum yield (αmax) was 0.0388 mol CO2 mol photons and the maximum mean weekly Pg was 28 g CO2/m2/day in July 2000. The highest mean weekly Remax (20 g CO2 m2/day) was observed in July of both 1999 and 2000. Nighttime respiration calculated from daily respiration corrected for length of the dark period and temperature (using Q10 = 2) was closely associated with measured nighttime respiration (R2 = 0.67 to 0.93). The 4-year average annual gross primary production (GPP) was 1617 g CO2/m2/ year (range = 1308–1957). Ten-day normalized difference vegetation index corrected for the start of the season (NDVIsos) was closely associated with 10-day average Pg (R2 = 0.66 to 0.83), which was higher than R2 values for regressions of mean 10-day net daytime fluxes on NDVIsos (0.55–0.72). This demonstrates the advantage of using Pg in scaling up flux-tower measurements compared to other characteristics (net daytime flux or net 24-h flux).

[1]  R. Tateishi,et al.  Relationships between percent vegetation cover and vegetation indices , 1998 .

[2]  T. Svejcar,et al.  The rangeland carbon dioxide flux project. , 1997 .

[3]  I. R. Johnson,et al.  A model of instantaneous and daily canopy photosynthesis , 1984 .

[4]  N. Saliendra,et al.  Growing season CO2 fluxes in a sagebrush-steppe ecosystem in Idaho: bowen ratio/energy balance measurements and modeling , 2003 .

[5]  D. R. Causton,et al.  The Monomolecular and Rectangular Hyperbola as Empirical Models of the Response of Photosynthetic Rate to Photon Flux Density, with Applications to Three Veronica Species , 1990 .

[6]  S. Verma,et al.  Modeling canopy photosynthesis: scaling up from a leaf to canopy in a temperate grassland ecosystem , 1991 .

[7]  Dar A. Roberts,et al.  Modeling spatially distributed ecosystem flux of boreal forest using hyperspectral indices from AVIRIS imagery , 2001 .

[8]  S. Prince Satellite remote sensing of primary production: comparison of results for Sahelian grasslands 1981-1988 , 1991 .

[9]  E. Rabinowitch,et al.  Photosynthesis and Related Processes , 1946 .

[10]  Emilio A. Laca,et al.  Calibration of remotely sensed, coarse resolution NDVI to CO2 fluxes in a sagebrush–steppe ecosystem , 2003 .

[11]  E. Rastetter,et al.  PREDICTING GROSS PRIMARY PRODUCTIVITY IN TERRESTRIAL ECOSYSTEMS , 1997 .

[12]  G. Whiting CO2 exchange in the Hudson Bay lowlands: Community characteristics and multispectral reflectance properties , 1994 .

[13]  D. Reichle Advances in Ecosystem Analysis , 1975 .

[14]  P. Risser The True Prairie ecosystem , 1981 .

[15]  S. Running,et al.  An improved algorithm for estimating incident daily solar radiation from measurements of temperature, humidity, and precipitation , 1999 .

[16]  D. Baldocchi,et al.  CO2 fluxes over plant canopies and solar radiation: a review , 1995 .

[17]  J. Houghton,et al.  Climate change 2001 : the scientific basis , 2001 .

[18]  Nicolo E. DiGirolamo,et al.  A biophysical process-based estimate of global land surface evaporation using satellite and ancillary data. I. Model description and comparison with observations , 1998 .

[19]  S. Running,et al.  An improved method for estimating surface humidity from daily minimum temperature , 1997 .

[20]  B. Choudhury,et al.  A BIOPHYSICAL PROCESS-BASED ESTIMATE OF GLOBAL LAND SURFACE EVAPORATION USING SATELLITE AND ANCILLARY DATA , 2000 .

[21]  K. Hibbard,et al.  A Global Terrestrial Monitoring Network Integrating Tower Fluxes, Flask Sampling, Ecosystem Modeling and EOS Satellite Data , 1999 .

[22]  J. H. Steiger Tests for comparing elements of a correlation matrix. , 1980 .

[23]  G. Watts,et al.  Climate Change 1995 , 1998 .

[24]  B. Marshall,et al.  A Model for C3 Leaves Describing the Dependence of Net Photosynthesis on Irradiance , 1980 .

[25]  C. Field,et al.  Relationships Between NDVI, Canopy Structure, and Photosynthesis in Three Californian Vegetation Types , 1995 .

[26]  E. Rastetter,et al.  The controls on net ecosystem productivity along an Arctic transect: a model comparison with flux measurements , 2000, Global change biology.

[27]  W. Rouse,et al.  Scaling net ecosystem CO2 exchange from the community to landscape‐level at a subarctic fen , 2000 .

[28]  M. Heimann A review of the contemporary global carbon cycle and as seen a century ago by Arrhenius and Hogbom , 1997 .

[29]  J. Paruelo,et al.  ANPP ESTIMATES FROM NDVI FOR THE CENTRAL GRASSLAND REGION OF THE UNITED STATES , 1997 .

[30]  William P. Kustas,et al.  A coupled model of land surface CO2 and energy fluxes using remote sensing data , 2001 .

[31]  Paul V. Bolstad,et al.  An approach to spatially distributed modeling of net primary production (NPP) at the landscape scale and its application in validation of EOS NPP products , 1999 .

[32]  W. E. Peat,et al.  Relationships between Photosynthesis and Light Intensity in the Tomato , 1970 .

[33]  Ranga B. Myneni,et al.  Potential gross primary productivity of terrestrial vegetation from 1982 - 1990 , 1995 .

[34]  James F. Reynolds,et al.  GROSS PRIMARY PRODUCTIVITY IN DUKE FOREST: MODELING SYNTHESIS OF CO2 EXPERIMENT AND EDDY -FLUX DATA , 2001 .

[35]  Dennis D. Baldocchi,et al.  Leaf age affects the seasonal pattern of photosynthetic capacity and net ecosystem exchange of carbon in a deciduous forest , 2001 .

[36]  J. William Munger,et al.  Measurements of carbon sequestration by long‐term eddy covariance: methods and a critical evaluation of accuracy , 1996 .

[37]  J. Prioul,et al.  Partitioning of Transfer and Carboxylation Components of Intracellular Resistance to Photosynthetic CO2 Fixation: A Critical Analysis of the Methods Used , 1977 .

[38]  Roger Pettersson,et al.  Carbon and nitrogen budgets of four agro-ecosystems with annual and perennial crops, with and without N fertilization. , 1990 .

[39]  B. Wylie,et al.  Satellite mapping of surface biophysical parameters at the biome scale over the North American grasslands a case study , 2002 .

[40]  Christopher B. Field,et al.  The Terrestrial Carbon Cycle: Implications for the Kyoto Protocol , 1998, Science.

[41]  G. Campbell,et al.  On the relationship between incoming solar radiation and daily maximum and minimum temperature , 1984 .

[42]  P. Reich,et al.  Productivity of Evergreen and Deciduous Temperate Forests , 2001 .

[43]  Atsumu Ohmura,et al.  Objective Criteria for Rejecting Data for Bowen Ratio Flux Calculations , 1982 .

[44]  W. Dugas Micrometeorological and chamber measurements of CO2 flux from bare soil , 1993 .

[45]  C. Field,et al.  Remote Sensing of Terrestrial Photosynthesis1 , 1995 .

[46]  Robin P. White,et al.  Pilot analysis of global ecosystems: grassland ecosystems. , 2000 .

[47]  Lawrence B. Flanagan,et al.  Seasonal and interannual variation in carbon dioxide exchange and carbon balance in a northern temperate grassland , 2002 .

[48]  W. Oechel,et al.  Phase and amplitude of ecosystem carbon release and uptake potentials as derived from FLUXNET measurements , 2002 .

[49]  R. Coupland,et al.  Grassland ecosystems of the world. , 1980 .

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

[51]  E. Lehmann Testing Statistical Hypotheses , 1960 .

[52]  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 .

[53]  C. J. Tucker,et al.  Relationship between atmospheric CO2 variations and a satellite-derived vegetation index , 1986, Nature.

[54]  Stephen D. Prince,et al.  Biophysical stratification of the Amazon basin , 1999 .

[55]  Jason C. Neff,et al.  Net ecosystem production: A comprehensive measure of net carbon accumulation by ecosystems. , 2002 .

[56]  R. L. Dougherty,et al.  Applying an empirical model of stomatal conductance to three C-4 grasses , 1994 .

[57]  Steven W. Running,et al.  Strategies for measuring and modelling carbon dioxide and water vapour fluxes over terrestrial ecosystems , 1996 .

[58]  Mark Rounsevell,et al.  Climate Change 1995: impacts, adaptations and mitigation of climate change: scientific-technical analyses. Contribution of Working Group II to the Second Assessment Report of the Intergovernmental Panel on Climate Change , 1996 .

[59]  A. Friend,et al.  The high‐latitude terrestrial carbon sink: a model analysis , 2000 .

[60]  W. A. Dugas,et al.  Carbon dioxide fluxes over bermudagrass, native prairie, and sorghum , 1999 .

[61]  P. Xie,et al.  Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs , 1997 .

[62]  J. Schultz,et al.  The Ecozones of the World: The Ecological Divisions of the Geosphere , 1995 .

[63]  H. W. Hunt,et al.  A simulation model of Bouteloua gracilis biomass dynamics on the North American shortgrass prairie , 2004, Oecologia.

[64]  G. Powell,et al.  Terrestrial Ecoregions of the World: A New Map of Life on Earth , 2001 .

[65]  Ernst-Detlef Schulze,et al.  Ecophysiology of Photosynthesis , 1995, Springer Study Edition.

[66]  W. Larcher Physiological Plant Ecology: Ecophysiology and Stress Physiology of Functional Groups , 1995 .

[67]  J. E. Hunt,et al.  Commentary: Carbon Metabolism of the Terrestrial Biosphere: A Multitechnique Approach for Improved Understanding , 2000, Ecosystems.

[68]  Andrew E. Suyker,et al.  Gross primary production and light response parameters of four Southern Plains ecosystems estimated using long‐term CO2‐flux tower measurements , 2003 .

[69]  P. Ciais,et al.  Integrating Global Models of Terrestrial Primary Productivity , 2001 .

[70]  B. Choudhury Estimating Gross Photosynthesis Using Satellite and Ancillary Data: Approach and Preliminary Results , 2001 .

[71]  A. George,et al.  A comparative study of sialic acid-rich proteins in rat bone and dentin. , 2001, European journal of oral sciences.

[72]  Harold A. Mooney,et al.  Terrestrial Global Productivity , 2001 .

[73]  James A. Bradford,et al.  Carbon dioxide fluxes in a southern plains prairie , 2001 .

[74]  J. D. Tarpley,et al.  Surface radiation budgets in support of the GEWEX Continental‐Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (NLDAS) project , 2003 .

[75]  Christopher B. Field,et al.  Initiative to quantify terrestrial carbon sources and sinks , 2002 .