Methodology for the estimation of terrestrial net primary production from remotely sensed data

Kumar and Monteith's (1981) model for the remote sensing of crop growth has been used to estimate continental net primary productivity (NPP) as well as its seasonal and spatial variations. The model assumes a decomposition of NPP into independent parameters such as incident solar radiation (S0), radiation absorption efficiency by canopies (ƒ), and conversion efficiency of absorbed radiation into organic dry matter (e). The precision on some of the input parameters has been improved, compared to previous uses of this model at a global scale: remote sensing data used to derive ƒ have been calibrated, corrected of some atmospheric effects, and filtered; e has been considered as biome-dependent and derived from literature data. The resulting global NPP (approximatively 60 GtC per year) is within the range of values given in the literature. However, mean NPP estimates per biome do not agree with the literature (in particular, the estimation for tropical rain forests NPP is much lower and for cultivations much higher than field estimates), which results in zonal and seasonal variations of continental NPP giving more weight to the temperate northern hemisphere than to the equatorial zone.

[1]  C. Jordan Productivity of a Tropical Forest and its Relation to a World Pattern of Energy Storage , 1971 .

[2]  Gilles Lemaire,et al.  Production maximale de matière sèche et rayonnement solaire intercepté par un couvert végétal , 1986 .

[3]  S. Prince A model of regional primary production for use with coarse resolution satellite data , 1991 .

[4]  E. Box Estimating the seasonal carbon source-sink geography of a natural, steady-state terrestrial biosphere , 1988 .

[5]  W. Lauenroth,et al.  The structure and function of ten Western North American grasslands: I. Abiotic and vegetational characteristics , 1978 .

[6]  Frédéric Baret,et al.  Estimation à partir de mesures de réflectance spectrale du rayonnement photosynthétiquement actif absorbé par une culture de blé , 1989 .

[7]  D. Bartlett,et al.  Use of vegetation indices to estimate indices to estimate intercepted solar radiation and net carbon dioxide exchange of a grass canopy , 1989 .

[8]  G. Dedieu,et al.  SMAC: a simplified method for the atmospheric correction of satellite measurements in the solar spectrum , 1994 .

[9]  Inez Y. Fung,et al.  Application of Advanced Very High Resolution Radiometer vegetation index to study atmosphere‐biosphere exchange of CO2 , 1987 .

[10]  H. Lieth Modeling the Primary Productivity of the World , 1975 .

[11]  G. Esser Implications of Climate Change for Production and Decomposition in Grasslands and Coniferous Forests. , 1992, Ecological applications : a publication of the Ecological Society of America.

[12]  Frédéric Baret,et al.  Crop biomass evaluation using radiometric measurements , 1989 .

[13]  Robert H. Whittaker,et al.  Methods of Assessing Terrestrial Productivty , 1975 .

[14]  I. Fung Analysis of the Seasonal and Geographical Patterns of Atmospheric CO2 Distributions with a Three-Dimensional Tracer Model , 1986 .

[15]  G. Bélanger Incidence de la fertilisation azotee et de la saison sur la croissance, l'assimilation et la repartition du carbone dans un couvert de fetuque elevee en conditions naturelles , 1990 .

[16]  J. Monteith SOLAR RADIATION AND PRODUCTIVITY IN TROPICAL ECOSYSTEMS , 1972 .

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

[18]  J. Monteith Climate and the efficiency of crop production in Britain , 1977 .

[19]  C. Daughtry Estimating Absorbed Radiation And Phytomass From Multispectral Reflectance Of Corn And Soybeans , 1988, International Geoscience and Remote Sensing Symposium, 'Remote Sensing: Moving Toward the 21st Century'..

[20]  S. Planton,et al.  Validation of an annual cycle simulation with a T42-L20 GCM , 1991 .

[21]  Jean Marie Hartman,et al.  Use of vegetation indices to estimate intercepted solar radiation and net carbon dioxide exchange of a grass canopy , 1989 .

[22]  Jerry L. Hatfield,et al.  Intercepted photosynthetically active radiation estimated by spectral reflectance , 1984 .

[23]  K. Mccree Test of current definitions of photosynthetically active radiation against leaf photosynthesis data , 1972 .

[24]  M. Monsi Uber den Lichtfaktor in den Pflanzengesellschaften und seine Bedeutung fur die Stoffproduktion , 1953 .

[25]  George M. Woodwell,et al.  Structure, Production and Diversity of the Oak-Pine Forest at Brookhaven, New York , 1969 .

[26]  P. Beets,et al.  ACCUMULATION AND PARTITIONING OF DRY MATTER IN PINUS RADIATA AS RELATED TO STAND AGE AND THINNING , 1987 .

[27]  B. Holben,et al.  NOAA-11 AVHRR visible and near-IR inflight calibration , 1990 .

[28]  I. Fung,et al.  Observational Contrains on the Global Atmospheric Co2 Budget , 1990, Science.

[29]  J. D. Tarpley,et al.  Global vegetation indices from the NOAA-7 meteorological satellite , 1984 .

[30]  Production de taillis de châtaignier (Castanea sativa Mill. ) en relation avec les caractéristiques stationnelles , 1989 .

[31]  P. Sellers Canopy reflectance, photosynthesis, and transpiration. II. the role of biophysics in the linearity of their interdependence , 1987 .

[32]  E. D. Ford High Productivity in a Polestage Sitka Spruce Stand and its Relation to Canopy Structure , 1982 .

[33]  T. Kira,et al.  Structure of forest canopies as related to their primary productivity , 1969 .

[34]  M. Cannell Light interception, light use efficiency and assimilate partitioning in poplar and willow stands , 1989 .

[35]  J. Saldarriaga,et al.  Solar energy conversion efficiencies during succession of a tropical rain forest in Amazonia , 1991, Journal of Tropical Ecology.

[36]  P. Deschamps,et al.  Description of a computer code to simulate the satellite signal in the solar spectrum : the 5S code , 1990 .

[37]  M. Koelling,et al.  TOTAL NET PRODUCTIVITY AND TURNOVER ON AN ENERGY BASIS FOR TALLGRASS PRAIRIE , 1967 .

[38]  G. Szeicz,et al.  SOLAR RADIATION FOR PLANT GROWTH , 1974 .

[39]  A. Belward,et al.  The Best Index Slope Extraction ( BISE): A method for reducing noise in NDVI time-series , 1992 .

[40]  W. L. Darnell,et al.  Comparison of Surface Radiation Budget Satellite algorithms for downwelled shortwave irradiance with Wisconsin Fire/SRB surface-truth data , 1990 .

[41]  A. Henderson‐sellers,et al.  A global archive of land cover and soils data for use in general circulation climate models , 1985 .

[42]  P. G. Jarvis,et al.  Productivity of temperate de-ciduous and evergreen forests , 1983 .

[43]  Y. Kerr,et al.  Satellite Estimation of Solar Irradiance at the Surface of the Earth and of Surface Albedo Using a Physical Model Applied to Metcosat Data , 1987 .

[44]  S. Linder,et al.  ANNUAL CARBON BUDGET FOR A YOUNG SCOTS PINE , 1980 .

[45]  Helmut Lieth,et al.  Primary Production of the Major Vegetation Units of the World , 1975 .

[46]  H. Grip,et al.  Micrometeorology and hydrology of pine forest ecosystems. I. Field studies. , 1980 .

[47]  P. Ketner,et al.  Terrestrial primary production and phytomass , 1979 .

[48]  M. Bauer,et al.  Spectral estimators of absorbed photosynthetically active radiation in corn canopies. , 1985 .

[49]  Paul J. Curran,et al.  Dynamics of Canopy Structure and Light Interception in Pinus Elliottii Stands, North Florida , 1991 .

[50]  G. Esser Chapter 31 – Osnabrück Biosphere Model: structure, construction, results , 1991 .

[51]  E. Dufrene,et al.  Oil palm photosynthesis and productivity linked to climatic factors. , 1990 .

[52]  G. Asrar,et al.  Estimating Absorbed Photosynthetic Radiation and Leaf Area Index from Spectral Reflectance in Wheat1 , 1984 .

[53]  N. Viovy Étude spatiale de la biosphère terrestre : intégration de modèles écologiques et de mesures de télédétection , 1990 .

[54]  R. Pinker,et al.  WCRP surface radiation budget shortwave data product description, version 1.1 , 1993 .

[55]  B. Holben Characteristics of maximum-value composite images from temporal AVHRR data , 1986 .

[56]  D. Baldocchi,et al.  [Effects of vegetation on river flow: a review]. , 1987 .