Applications of terrestrial remote sensing to climate modeling

Advances in Land Remote Sensing: System, Modeling, Inversion and Application

Volumn , Issue , 2008, Pages 445-463

  Dickinson, Robert E ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL STORAGE; DYNAMICAL SYSTEMS; NONLINEAR DYNAMICAL SYSTEMS; REMOTE SENSING; SOIL MOISTURE;

CANOPY RADIATION; FORWARD MODELING; MODEL FRAMEWORK; MOISTURE STORAGE; RADIATIVE PROCESS; REMOTE SENSING ALGORITHMS; SATELLITE REMOTE SENSING; UNDERLYING SURFACE;

CLIMATE MODELS;

EID: 84900653704     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-1-4020-6450-0_17     Document Type: Conference Paper

References (59)

1. Arora VK, Boer G.J. (2003) A representation of variable root distribution in dynamic vegetation models. Earth Interactions 7(6): 1-19
2. Arora VK, Boer G.J. (2005) A parameterization of leaf phenology for the terrestrial ecosystem component of climate models. Global Change Biol. 11(1): 39-59 (Pubitemid 40134045)
3. Bonan GB, Levis S. (2002) Landscapes as patches of plant functional types: an integrating concept for climate and ecosystem models. Global Biogeochem. Cycles, 16 (2), doi:10.1029/2000GB001360
4. Bonan GB, Oleson KW, Vertenstein M, Levis S., Zeng X, Dai Y, Dickinson R.E., Yang, Z-L (2002) The land surface climatology of the community land model coupled to the NCAR community climate model. J. Climate 15: 3123-3149 (Pubitemid 36006339)
5. Bonan GB, Levis S, Sitch S., Vertenstein M, Oleson K.W. (2003) A dynamic global vegetation model for use with climate models: concepts and description of simulated vegetation dynamics. Global Change Biol. 9:1543-1566 (Pubitemid 37481806)
6. Dai Y, Zeng X, Dickinson R.E., Baker I., Bonan GB, Bosilovich MG, Denning AS, Dirmeyer P.A., Houser PR, Niu G-Y, Oleson KW, Schlosser C.A., Yang Z-L (2003) The common land model (CLM). Bull. Amer. Meteor. Soc. 84(8):1013-1023
7. Dai Y, Dickinson RE, Wang Y-P (2004) A two-big-leaf model for canopy temperature, photosynthesis and stomatal conductance. J. Clim. 17(12):2281-2299 (Pubitemid 38945783)
8. Dickinson RE (1983) Land surface processes and climate - Surface albedos and energy balance. In: B Saltzman (ed) Theory of climate, advances in geophysics. Academic Press, New York, vol 25, pp 305-353
9. Dickinson RE (1984) Modeling evapotranspiration for three-dimensional global climate models. Climate Processes and Climate Sensitivity. JE Hansen, K Takahashi (eds), American Geophysical Union Geophysical Monograph 29, Maurice Ewing, vol 5, pp 58-72
10. Dickinson RE (1989) Water and energy exchange. Chapter 6, Remote Sensing of Biosphere Functioning. R. Hobbs, H. Mooney (eds), Springer, New York, pp 105-133
11. Dickinson RE, Henderson-Sellers A, Rosenzweig C., Sellers P.J. (1991) Evapotranspiration models with canopy resistance for use in climate models, a review, Agric. Forest Meteor. 54:373-388
12. Dickinson RE (1992) Land surfaces. Chapter 5, Climate Systems Modeling. K. Trenberth (ed), Cambridge University Press, Cambridge, pp 149-171
13. Dickinson RE (1995a) Satellite systems and Models for Future Climate Change. Chapter 7, World Survey of Climatology, 16, Future Climates of the World. A. Henderson-Sellers (ed), Elsevier, Amsterdam, pp 245-280
14. Dickinson RE (1995b) Land processes in climate models, International Satellite Land Surface Climatology Project special issue of Remote Sensing of Environment 51:27-38
15. Dickinson RE, Shaikh M, Bryant R., Graumlich L. (1998) Interactive canopies for a climate model. J. Clim. 11:2823-2836 (Pubitemid 29154260)
16. Dickinson RE, Berry JA, Bonan G.B., Collatz GJ, Field CB, Fung IY, Goulden M, Hoffman W.A., Jackson RB, Myneni R, Sellers PJ, Shaikh M. (2002) Nitrogen controls on climate model evapotranspiration. J Clim. 15 (3):278-295 (Pubitemid 34553960)
17. Dickinson RE, Wang G, Zeng X., Zeng Q-C (2003) How does the partitioning of evapotranspiration and runoff between different processes affect the variability and predictability of soil moisture and precipitation? Adv. Atmos. Sci. 20(3):475-478 (Pubitemid 37312454)
18. Dickinson RE, Oleson KW, Bonan G.B., Hoffman F., Thornton P, Vertenstein M, Yang Z-L, Zeng X. (2006) The community land model and its climate statistics as a component of the community climate system model. J. Clim. 19:2302-2324 (Pubitemid 43881284)
19. Entekhabi D, Njoku EG, Houser P, Spencer M., Doiron T, Kim Y, Smith J., Girard R, Belair S, Crow W., Jackson TJ, Kerr YH, Kimball JS, Koster R, McDonald K.C., O'Neill PE, Pultz T, Running SW, Shi J, Wood E, Van Zyl J (2004) The Hydrosphere state (Hydros) satellite mission: an earth system pathfinder for global mapping of soil moisture and land freeze/Thaw. IEEE Trans. Geosci. Remote Sens. 42 (10):2184-2195
20. Friedl M, McIver D, Hodges J., Zhang X, Muchoney D, Strahler A., Woodcock C, Gopal S, Schneider A., Cooper A, Baccini A, Gao F., Schaaf C. (2002) Global land cover mapping from MODIS: Algorithms and early results. Remote Sens. Environ. 83:287-302 (Pubitemid 35307474)
21. Gao F, Schaaf CB, Strahler A.H., Roesch A., Lucht W, Dickinson R. (2005) MODIS bidirectional reflectance distribution function and albedo Climate Modeling Grid products and the variability of albedo for major global vegetation types. JGR 110 (D011041), doi:10.1029/2004-JD005190
22. Hansen MC, DeFries RS, Townsend JRG, Carroll M, Dimicelli C., Sohlberg R.A. (2003) Global percent tree cover at a spatial resolution of 500 metres: first results of the MODIS vegetation continuous fields algorithm. Earth Interactions 7, paper no. 10
23. 2 balance - the Earth observation mission Carbon-3D. Remote Sens. Environ. 94:94-104 (Pubitemid 39527201)
24. Jenkins JP, Braswell BH, Frolking S.E., Aber J.D. (2002) Detecting and predicting spatial and in-terannual patterns of temperate forest springtime phenology in the eastern US. Geophys. Res. Lett. 29(24): 54-56, doi:10.1029/2001GL014008
25. Jin Y, Schaaf CB, Gao F, Li X., Strahler AH, Zeng X, Dickinson R.E. (2002) How does snow impact the albedo of vegetated land surface as analyzed with MODIS data. Geophys. Res. Lett. 29, doi:10.1029/2001GL014132
26. Kalnay E (2003) Atmospheric modeling, data assimilation and predictability. Cambridge University Press, Cambridge, 341pp
27. Krinner G, Viovy N, de Noblet-Ducoudre N, Ogee J, Polcher J, Friedlingstein P, Ciais P, Sitch S, Prentice IC (2005) A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system. Global Biochem. Cycles 19 (GB1015), doi:10.1029/2003GB002199 (Pubitemid 40801466)
28. Liang X-Z, Xu M., Gao W, Kunkel K, Slusser J., Dai Y, Min Q, Houser P.R., Rodell M., Schaaf CB, Gao F. (2005) Development of land surface albedo parameterisation based on Moderate Resolution Imaging Spectroradiometer (MODIS) data. J. Geophys. Res. 110 (D11107), doi:10.1029/2004JD005579 (Pubitemid 41282235)
29. Lu L, Pielke RA Sr, Liston GE, Parton WJ, Ojima D, Hartman M. (2001) Implementation of a two-way interactive atmospheric and ecological model and its application to the central united states. J. Clim. 14:900-919 (Pubitemid 33053222)
30. Matthews E (1984) Prescription of land-surface boundary conditions in GISS GCMII and Vegetation, land-use and seasonal albedo data sets: documentation of archived data tape. NASA Technical Memos 860096 and 86107, NASA, Goddard Institute for Space Studies, New York, 20pp and 9 pp
31. Moody EG, King MD, Platnick S, Schaaf C.B., Gao F. (2005) Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS Land Products. IEEE Trans. Geosci. Remote Sens. 43 (1):144-158
32. Myneni RB, Hoffman S, Knyazikhin Y., Privette JL, Glassy J, Tian Y, Wang Y., Song X, Zhang Y, Smith G.R., Lotsch A., Friedl M, Morisette JT, Votava P, Nemani R.R., Running SW (2002) Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data. Remote Sens. Environ. 83:214-231 (Pubitemid 35307470)
33. Oleson KW, Bonan GB, Schaaf C, Gao, F, Jin Y., Strahler A. (2003) Assessment of global climate model land surface albedo using MODIS data. Geophys. Res. Lett. 30 (8):1443, doi:1029/2002GL016749
34. Pinty B, Lattanzio A, Martonchik J.V., Verstraete MM, Gobron N, Taberner M, Widlowski J-L, Dickinson RE, Govaerts Y. (2005) Coupling diffuse sky radiation and surface albedo. J. Atmos. Sci. 62:2580-2591 (Pubitemid 41522952)
35. Pinty B, Lavergne T, Dickinson R.E., Widlowski J-L, Gobron N, Verstraete M.M. (2006) Simplifying the interaction of land surfaces with radiation for relating remote sensing products to climate models. J. Geophys. Res. 111 (D02116), doi:10.1029/2005JD005952
36. Pitman AJ (2003) The evolution of, and revolution in, land surface schemes designed for climate models. Int. J. Climatol. 23:479-510 (Pubitemid 36586468)
37. Reichle RH, Koster R.D. (2005) Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model. Geophys. Res. Lett. 32 (L02404), doi:10.1029/2004GL021700 (Pubitemid 40473027)
38. Sellers PJ (1985) Canopy reflectance, photosynthesis and transpiration. Int. J. Remote Sens. 6:1335-1372
39. Sellers PJ, Dickinson RE, Randall D.A., Betts AK, Hall FG, Berry JA, Collatz G.J., Denning AS, Mooney HA, Nobre CA, Sato N, Field C.B., Henderson-Sellers A (1997) Modeling the exchanges of energy, water, and carbon between continents and the atmosphere. Science 275:502-509
40. Sitch S, Smith B, Prentice I.C., Arneth A., Bondeau A, Cramer W, Kaplan J.O., Levis S., Lucht W, Sykes MT, Thonicke K, Venevsky S. (2003): Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model. Global Change Biol. 9:161-185 (Pubitemid 36294628)
41. Strugnell NC, Lucht W, Schaaf C. (2001) A global albedo data set derived from AVHRR data for use in climate simulations. Geophys. Res. Lett. 28(1):191-194
42. Tian Y, Dickinson RE, Zhou L, Zeng X., Dai Y, Myneni RB, Knyazikhin Y, Zhang X., Friedl M, Yu H, Wu W., Shaikh M. (2004a) Comparison of seasonal and spatial variations of leaf area index and fraction of absorbed photo synthetically active radiation from Moderate Resolution Imaging Spectroradiometer (MODIS) and common land model. J. Geophys. Res. 109, doi:10.1029/2003JD003777
43. Tian Y, Dickinson RE, Zhou L, Myneni R.B., Friedl M., Schaaf CB, Carroll M, Gao F. (2004b) Land boundary conditions from MODIS data and consequences for the albedo of a climate model. Geophys. Res. Lett. 31(5), L05504, 10.1029/2003GL019104
44. Tian Y, Dickinson RE, Zhou L, Shaikh M. (2004c) Impact of new land boundary conditions from Moderate Resolution Imaging Spectroradiometer (MODIS) data on the climatology of land surface variables. J. Geophys. Res. 109 (D20115), doi:10.1029/2003JD004499 (Pubitemid 40098449)
45. Tsvetsinskaya EA, Schaaf CB, Gao F, Strahler A.H., Dickinson RE, Zeng X, Lucht W. (2002) Relating MODIS derived surface albedo to soil and landforms over Northern Africa and the Arabian peninsula. Geophys. Res. Lett. 29, doi:10.1029/2001GL014096
46. Wang Z, Zeng X, Barlage M., Dickinson RE, Gao F, Schaaf C.B. (2004) Using MODIS BRDF and albedo data to evaluate global model land surface albedo. J. Hydrometeorol. 5:3-14 (Pubitemid 38381923)
47. Wang Z, Barlage M, Zeng X., Dickinson RE, Schaaf C.B. (2005) The solar zenith angle dependence of desert albedo. Geophys. Res. Lett. 32 (L05403), doi:10.1029/2004GL021835 (Pubitemid 40815089)
48. Widlowski JL, Pinty B, Gobron N., Verstraete M.M. (2001) Detection and characterization of boreal coniferous forests from remote sensing data. J. Geophys. Res. 106 (D24): 33405-33419
49. Widlowski JL, Pinty B, Gobron N., Verstraete MM, Diner DJ, Davis A.B. (2004) Canopy structure parameters derived from multi-angular remote sensing data for terrestrial carbon studies. Climatic Change 67 (2-3):403-415 (Pubitemid 40383359)
50. Wilson MF (1984) The construction and use of land surface information in a general circulation climate model. Unpublished Ph.D. thesis, University of Liverpool, United Kingdom, 346pp
51. Woodward FI, Lomas M.R. (2004) Vegetation dynamics - simulating responses to climatic change. Biol. Rev. 79:643-670, doi:10.1017/S1464793103006419 (Pubitemid 39150151)
52. Yang Z-L (2003) Modeling land surface processes in short-term weather and climate studies. In: X Zu, X Li, M Cai, S Zhou, Y Zhu, F-F Jin, X Zou, M. Zhang (eds), Theory and modeling of atmospheric variability. World Scientific Series on Meteorology of East Asia, World Scientific, New Jersey, pp 288-313
53. Zeng X, Dickinson RE, Walker A, Shaikh M., DeFries RS, Qi J. (2000) Derivation and evaluation of global 1-km fractional vegetation cover data for land modeling. J. Appl. Meteor. 39:826-839 (Pubitemid 30603234)
54. Zeng X, Shaikh M, Dai Y., Dickinson RE, Myneni R. (2002) Coupling of the common land model to the NCAR community climate model. J. Clim. 15:1832-1854 (Pubitemid 35016304)
55. Zeng XB, Dickinson RE, Barlage M, et al (2005) Treatment of undercanopy turbulence in land models. J. Clim. 18(23):5086-5094 (Pubitemid 43137919)
56. Zhang Q, Xiao X, Braswell B., Linder E, Baret F, Moore B III (2005a) Estimating light absorption by chlorophyll, leaf and canopy in a deciduous broadleaf forest using MODIS data and a radiative transfer model. Remote Sens. Environ. 99:357-371 (Pubitemid 41572632)
57. Zhang X, Friedl MA, Schaaf C.B., Strahler A.H. (2005b) Monitoring the response of vegetation phenology to precipitation in Africa by coupling MODIS and TRMM instruments. J. Geophys. Res. 110 (D12103), doi:10.1029/2004JK005263
58. Zhou L, Dickinson RE, Tian Y, Zeng X., Dai Y, Yang Z-L, Schaaf CB, Gao F, Jin Y., Strahler A, Myneni RB, Yu H, Wu W., and Shaikh M (2003) Comparison of seasonal and spatial variations of albedos from Moderate-Resolution Imaging Spectroradiometer (MODIS) and Common Land Model. J. Geophys. Res. 108(D15):4488, doi:101029/2002JD003326
59. Zhou L, Dickinson RE, Tian Y. (2005) Derivation of a soil albedo dataset from MODIS using principal component analysis: Northern Africa and the Arabian Peninsula. Geophys. Res. Lett. 32 (L21407), doi:10.1029/2005GL024448 (Pubitemid 43000733)