Global vegetation gross primary production estimation using satellite-derived light-use efficiency and canopy conductance

Remote Sensing of Environment

Volumn 163, Issue , 2015, Pages 206-216

  Yebra, Marta ^a,b,c   Van Dijk, Albert I J M ^a,b,c   Leuning, Ray ^b   Guerschman, Juan Pablo ^b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b CSIRO   (Australia)

^c BUSHFIRE AND NATURAL HAZARDS COOPERATIVE RESEARCH CENTRE   (Australia)

Author keywords

Canopy conductance; FLUXNET; GPP; Gross primary production; Light use efficiency; MODIS; Photosynthesis; Vegetation

Indexed keywords

CARBON DIOXIDE; ECOLOGY; ECOSYSTEMS; PHOTOSYNTHESIS; REMOTE SENSING; VEGETATION;

CANOPY CONDUCTANCE; FLUXNET; GPP; GROSS PRIMARY PRODUCTION; LIGHT USE EFFICIENCY; MODIS;

MEAN SQUARE ERROR;

EID: 84937759413     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.03.016     Document Type: Article

References (51)

1. Agarwal D.A., Humphrey M., Beekwilder N.F., Jackson K.R., Goode M.M., van Ingen C. A data-centered collaboration portal to support global carbon-flux analysis. Concurrency and Computation: Practice and Experience 2010, 22:2323-2334.
2. Andela N., Liu Y.Y., van Dijk A.I.J.M., de Jeu R.A.M., McVicar T.R. Global changes in dryland vegetation dynamics (1988-2008) assessed by satellite remote sensing: Comparing a new passive microwave vegetation density record with reflective greenness data. Biogeosciences 2013, 10:6657-6676.
3. Baldocchi D. Breathing of the terrestrial biosphere: Lessons learned from a global network of carbon dioxide flux measurement systems. Australian Journal of Botany 2008, 56:1-26.
4. Beer C., Reichstein M., Tomelleri E., Ciais P., Jung M., Carvalhais N., Rodenbeck C., Arain M., Baldocchi D., Bonan G., Bondeau A., Cescatti A., Lasslop G., Lindroth A., Lomas M., Luyssaert S., Margolis H., Oleson K., Roupsard O., Veenendaal E., Viovy N., Williams C., Woodward F., Papale D. Terrestrial gross carbon dioxide uptake: Global distribution and covariation with climate. Science 2010, 329:834-838.
5. Beringer J., Hutley L.B., Tapper N.J., Coutts A., Kerley A., O'Grady A.P. Fire impacts on surface heat, moisture and carbon fluxes from a tropical savanna in northern Australia. International Journal of Wildland Fire 2003, 12:333-340.
6. Cook B.D., Davis K.J., Wang W.G., Desai A., Berger B.W., Teclaw R.M., Martin J.G., Bolstad P.V., Bakwin P.S., Yi C.X., Heilman W. Carbon exchange and venting anomalies in an upland deciduous forest in northern Wisconsin, USA. Agricultural and Forest Meteorology 2004, 126:271-295.
7. Dolman A.J., Moors E.J., Elbers J.A. The carbon uptake of a mid latitude pine forest growing on sandy soil. Agricultural and Forest Meteorology 2002, 111:157-170.
8. Donohue R.J., Hume I.H., Roderick M.L., McVicar T.R., Beringer J., Hutley L.B., Gallant J.C., Austin J.M., van Gorsel E., Cleverly J.R., Meyer W.S., Arndt S.K. Evaluation of the remote-sensing-based DIFFUSE model for estimating photosynthesis of vegetation. Remote Sensing of Environment 2014, 155:349-365.
9. Donohue R.J., Roderick M.L., McVicar T.R. Deriving consistent long-term vegetation information from AVHRR reflectance data using a cover-triangle-based framework. Remote Sensing of Environment 2008, 112:2938-2949.
10. Drolet G.G., Middleton E.M., Huemmrich K.F., Hall F.G., Amiro B.D., Barr A.G., Black T.A., McCaughey J.H., Margolis H.A. Regional mapping of gross light-use efficiency using MODIS spectral indices. Remote Sensing of Environment 2008, 112:3064-3078.
11. Goerner A., Reichstein M., Rambal S. Tracking seasonal drought effects on ecosystem light use efficiency with satellite-based PRI in a Mediterranean forest. Remote Sensing of Environment 2009, 113:1101-1111.
12. Guerschman J.P., Van Dijk A.I.J.M., Mattersdorf G., Beringer J., Hutley L.B., Leuning R., Pipunic R.C., Sherman B.S. Scaling of potential evapotranspiration with MODIS data reproduces flux observations and catchment water balance observations across Australia. Journal of Hydrology 2009, 369:107-119.
13. Hansen M.C. A comparison of the IGBP DISCover and University of Maryland 1km global land cover products. International Journal of Remote Sensing 2000, 21:1365-1373.
14. 2 exchange. Global Change Biology 2004, 10:1689-1706.
15. Howell T.A., Meek D.W., Hatfield J.L. Relationship of photosynthetically active radiation to shortwave radiation in the San-Joaquin Valley. Agricultural Meteorology 1983, 28:157-175.
16. Huete A., Didan K., Miura T., Rodriguez E.P., Gao X., Ferreira L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sensing of Environment 2002, 83:195-213.
17. Jung M., Reichstein M., Bondeau A. Towards global empirical upscaling of FLUXNET eddy covariance observations: Validation of a model tree ensemble approach using a biosphere model. Biogeosciences 2009, 6:2001-2013.
18. Kelliher F.M., Leuning R., Raupach M.R., Schulze E.D. Maximum conductances for evaporation from global vegetation types. Agricultural and Forest Meteorology 1995, 73:1-16.
19. Leuning R. A critical-appraisal of a combined stomatal-photosynthesis model for C-3 plants. Plant, Cell and Environment 1995, 18:339-355.
20. Leuning R., Cleugh H.A., Zegelin S.J., Hughes D. Carbon and water fluxes over a temperate Eucalyptus forest and a tropical wet/dry savanna in Australia: Measurements and comparison with MODIS remote sensing estimates. Agricultural and Forest Meteorology 2005, 129:151-173.
21. Leuning R., Zhang Y.Q., Rajaud A., Cleugh H., Tu K. A simple surface conductance model to estimate regional evaporation using MODIS leaf area index and the Penman-Monteith equation. Water Resources Research 2008, 44:W10419.
22. Lohammar T., Larsson S., Linder S., Falk S.O. FAST: Simulation models of gaseous exchange in Scots pine. Ecological Bulletins 1980, 505-523.
23. Ma S., Baldocchi D.D., Xu L., Hehn T. Inter-annual variability in carbon dioxide exchange of an oak/grass savanna and open grassland in California. Agricultural and Forest Meteorology 2007, 147:157-171.
24. Markwardt C.B. Non-linear least squares fitting in IDL with MPFIT 2008, Astronomical Data Analysis Software and Systems XVIII, Quebec, Canada.
25. Meyers T.P., Hollinger S.E. An assessment of storage terms in the surface energy balance of maize and soybean. Agricultural and Forest Meteorology 2004, 125:105-115.
26. Priestley C.H.B., Taylor R.J. On the assessment of surface heat flux and evaporation using large-scale parameters. Monthly Weather Review 1972, 100:81-92.
27. Rey A., Pegoraro E., Tedeschi V., De Parri I., Jarvis P.G., Valentini R. Annual variation in soil respiration and its components in a coppice oak forest in Central Italy. Global Change Biology 2002, 8:851-866.
28. Rouse J.W., Haas R.W., Schell J.A., Deering D.H., Harlan J.C. Monitoring the vernal advancement and retrogradation (Greenwave effect) of natural vegetation. In. Greenbelt, MD 1974, NASA/GSFC, USA.
29. Running S., Nemani R., Glassy J., Thornton P. MODIS daily photosynthesis (PSN) and annual Net Primary Production (NPP) product (MOD17). Algorithm theoretical basis document. In V. 3.0 1999.
30. Ryu Y., Baldocchi D.D., Kobayashi H., van Ingen C., Li J., Black T.A., Beringer J., van Gorsel E., Knohl A., Law B.E., Roupsard O. Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1km to global scales. Global Biogeochemical Cycles 2011, 25:GB4017.
31. Schaaf C.B., Gao F., Strahler A.H., Lucht W., Li X., Tsang T., Strugnell N.C., Zhang X., Jin Y., Muller J.-P., Lewis P., Barnsley M., Hobson P., Disney M., Roberts G., Dunderdale M., Doll C., d'Entremont R.P., Hu B., Liang S., Privette J.L., Roy D. First operational BRDF, albedo nadir reflectance products from MODIS. Remote Sensing of Environment 2002, 83:135-148.
32. 2 and energy fluxes over a mixed hardwood forest in the mid-western United States. Agricultural and Forest Meteorology 2000, 103:357-374.
33. Schulze E., Kelliher F.M., Korner C., Lloyd J., Leuning R. Relationships among maximum stomatal conductance, ecosystem surface conductance, carbon assimilation rate, and plant nitrogen nutrition: A global ecology scaling exercise. Annual Review of Ecology and Systematics 1994, 25:629-662.
34. Sheffield J., Goteti G., Wood E.F. Development of a 50-year high-resolution global dataset of meteorological forcings for land surface modeling. Journal of Climate 2006, 19:3088-3111.
35. Sims D.A., Rahman A.F., Cordova V.D., El-Masri B.Z., Baldocchi D.D., Bolstad P.V., Flanagan L.B., Goldstein A.H., Hollinger D.Y., Misson L., Monson R.K., Oechel W.C., Schmid H.P., Wofsy S.C., Xu L. A new model of gross primary productivity for North American ecosystems based solely on the enhanced vegetation index and land surface temperature from MODIS. Remote Sensing of Environment 2008, 112:1633-1646.
36. Sjöström M., Ardö J., Arneth A., Boulain N., Cappelaere B., Eklundh L., de Grandcourt A., Kutsch W.L., Merbold L., Nouvellon Y., Scholes R.J., Schubert P., Seaquist J., Veenendaal E.M. Exploring the potential of MODIS EVI for modeling gross primary production across African ecosystems. Remote Sensing of Environment 2011, 115:1081-1089.
37. Still C.J., Berry J.A., Collatz G.J., DeFries R.S. Global distribution of C3 and C4 vegetation: Carbon cycle implications. Global Biogeochemical Cycles 2003, 17:1006.
38. Strahler A.H., Muller J.P., Modis Sciences Team Members MODIS BRDF albedo product. Algorithm theoretical basis document version 5.0 1999, 53.
39. Suni T., Rinne J., Reissell A., Altimir N., Keronen P., Rannik U., Dal Maso M., Kulmala M., Vesala T. Long-term measurements of surface fluxes above a Scots pine forest in Hyytiala, southern Finland, 1996-2001. Boreal Environment Research 2003, 8:287-301.
40. Tedeschi V., Rey A.N.A., Manca G., Valentini R., Jarvis P.G., Borghetti M. Soil respiration in a Mediterranean oak forest at different developmental stages after coppicing. Global Change Biology 2006, 12:110-121.
41. Tuzet A., Perrier A., Leuning R. A coupled model of stomatal conductance, photosynthesis and transpiration. Plant, Cell & Environment 2003, 26:1097-1116.
42. 2 exchange on timescales from hourly to decadal at Harvard Forest. Journal of Geophysical Research 2007, 112:G02020.
43. van Dijk A.I.J.M., Dolman A.J., Schulze E.D. Radiation, temperature, and leaf area explain ecosystem carbon fluxes in boreal and temperate European forests. Global Biogeochemical Cycles 2005, 19.
44. van Gorsel E., Berni J.A.J., Briggs P., Cabello-Leblic A., Chasmer L., Cleugh H.A., Hacker J., Hantson S., Haverd V., Hughes D., Hopkinson C., Keith H., Kljun N., Leuning R., Yebra M., Zegelin S. Primary and secondary effects of climate variability on net ecosystem carbon exchange in an evergreen Eucalyptus forest. Agricultural and Forest Meteorology 2013, 182:248-256.
45. Verma S.B., Dobermann A., Cassman K.G., Walters D.T., Knops J.M., Arkebauer T.J., Suyker A.E., Burba G.G., Amos B., Yang H.S., Ginting D., Hubbard K.G., Gitelson A.A., Walter-Shea E.A. Annual carbon dioxide exchange in irrigated and rainfed maize-based agroecosystems. Agricultural and Forest Meteorology 2005, 131:77-96.
46. Wu C., Niu Z., Tang Q., Huang W., Rivard B., Feng J. Remote estimation of gross primary production in wheat using chlorophyll-related vegetation indices. Agricultural and Forest Meteorology 2009, 149:1015-1021.
47. Yebra M., Van Dijk A., Leuning R., Huete A., Guerschman J.P. Evaluation of optical remote sensing to estimate actual evapotranspiration and canopy conductance. Remote Sensing of Environment 2013, 129:250-261.
48. Yuan W., Liu S., Yu G., Bonnefond J.-M., Chen J., Davis K., Desai A.R., Goldstein A.H., Gianelle D., Rossi F., Suyker A.E., Verma S.B. Global estimates of evapotranspiration and gross primary production based on MODIS and global meteorology data. Remote Sensing of Environment 2010, 114:1416-1431.
49. Yuan W.P., Liu S., Zhou G.S., Zhou G.Y., Tieszen L.L., Baldocchi D., Bernhofer C., Gholz H., Goldstein A.H., Goulden M.L., Hollinger D.Y., Hu Y., Law B.E., Stoy P.C., Vesala T., Wofsy S.C. Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes. Agricultural and Forest Meteorology 2007, 143:189-207.
50. Zhao M., Heinsch F.A., Nemani R.R., Running S.W. Improvements of the MODIS terrestrial gross and net primary production global data set. Remote Sensing of Environment 2005, 95:164-176.
51. Zhao M.S., Running S.W. Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science 2010, 329:940-943.