Combining remotely sensed data using aggregation algorithms

Hydrology and Earth System Sciences

Volumn 2, Issue 2-3, 1998, Pages 149-158

  James Shuttleworth, W ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; EOS; IMAGE PROCESSING; REMOTE SENSING;

EID: 0344528734     PISSN: 10275606     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (36)

1. Arain, M.A., Michaud, J.D., Shuttleworth, W.J. and Dolman, A.J., 1996. Testing of vegetation parameter aggregation rules applicable to the Biosphere-Atmosphere Transfer Scheme (BATS) at the FIFE site, J. Hydrol., 177, 1-22.
2. Arain, M.A., Michaud, J.D., Shuttleworth, W.J.. Yang, Z.-L. and Dolman, A.J., 1997. Mapping surface cover parameters using aggregation rules and remotely sensed cover classes. Quart. J. Roy. Meteorol. Soc., 123(B), 2325-2348.
3. Asrar, G. and Dozier, J., 1994, Science Strategy for the Earth Observing System. American Institute of Physics Press, 119 p.
4. Asrar, G. and Dokken, D.J., 1995. The State of Earth Science from Space: Past Progress, Future Prospects. American Institute of Physics Press, 159 p.
5. Asrar, G. and Greenstone, R., 1995. MTPE/EOS Reference Handbook. NASA Press NP-215, 277 p.
6. Blyth, E., A.J. Dolman and Wood, N., 1993. Effective resistance to sensible and latent heat in heterogeneous terrain. Quart. J. Roy. Meteorol. Soc., 119, 423-442.
7. Bonan, G.B., 1996. A land surface model (LSM version 1.0) for ecological, hydrological, and atmospheric studies: technical description and user's guide. NCAR Technical Note NCAR/TN-417+STR. National Center for Atmospheric Research, Boulder, Colorado, 150 p.
8. Charney, J.K., Halem, M. and Jastrow, R.R., 1969. Use of incomplete historical data to infer the present state of the atmosphere. J. Atmos. Sci., 26, 1160-1163.
9. Dickinson, R.E., Henderson-Sellers, A., Kennedy, P.J. and Wilson, M.F., 1986. Biosphere-Atmosphere Transfer Scheme (BATS) for the NCAR Community Climate Model, Technical Note NCAR/TN-275+STR, 69 p. [Available from National Center for Atmospheric Research, PO Box 3000, Boulder, Colorado.]
10. Dickinson, R.E., Henderson-Sellers A. and Kennedy, P.J., 1993. Biosphere-Atmosphere Transfer scheme (BATS) Version 1e as coupled to the NCAR Community Climate Model, Technical Note NCAR/TN-383+STR, 72 p. [Available from National Center for Atmospheric Research, PO Box 3000, Boulder, Colorado.]
11. Dickinson, R.E., Shaikh, M. Bryant, R. and Graumlich, L., 1998. Interactive canopies for a climate model, J. Climate (in press).
12. Eidenshink, J.C. and Faundeen, J.L., 1994. The 1 km AVHRR global land data set - first stages in implementation. Int. J. Remote Sens., 15, 3443-3462.
13. Koster, R.D. and Suarez, M.J., 1992. A comparative analysis of two land surface heterogeneity representations. J. Climate, 5, 1379-1390.
14. Lhomme, J.P., 1992. Energy balance of heterogeneous terrain: averaging the controlling parameters. Agric. For. Meteorol., 61, 11-21.
15. Lorenc, A.C., 1995. Atmospheric Data Assimilation. Meteorological Office Forecasting Research Division Scientific Paper No 34. Meteorological Office, Bracknell, UK.
16. Mason, P.J., 1988, The formation of areally-averaged roughness lengths. Quart. J. Roy. Meteorol. Soc., 114, 399-420.
17. McNaughton, K.G., 1994. Effective stomatal and boundary layer resistances of heterogeneous surfaces. Plant Cell Environ., 17, 1061-1068.
18. Monteith, J.L., 1965. Evaporation and the environment. Symposium of Society of Experimental Biology, 19, 205-234.
19. Noilhan, J. and Lacarrere, P., 1995, GCM grid scale evaporation from mesoscale modelling. J. Climate, 8, 206-223.
20. Pinker, R.T. and Ewing, J.A., 1985. Modelling surface radiation: model formulation and validation. J. Climate Appl. Meteorol., 24, 389-401.
21. Pinker, R.T. and Laszlo, I., 1990. Improved prospects for estimating insolation for calculating regional evaporation from remotely sensed data. Agric. For. Meteorol., 52, 227-251.
22. Pinker, R.T. and Laszlo, I., 1992. Modelling surface solar irradiance for satellite applications at global scale. J. Appl. Meteorol., 31, 194-211.
23. Pinker, R.T. Kustas, W.P. Laszlo, I. Moran, M.S. and Huete, A.R., 1994. Basin-scale solar irradiance estimates in semi-arid regions. Wat. Resour. Res., 30, 1375-1386.
24. Raupach, M.R., 1995. Vegetation-atmosphere interaction and surface conductance at leaf, canopy and regional scales. Agric. For. Meteorol., 73, 151-179.
25. Raupach, M.R. and Finnigan, J.J., 1995. Scale issues in boundary-layer meteorology: surface energy balances in heterogeneous terrain. Hydrol. Processes, 9, 589-612.
26. Raupach, M.R. and Finnigan, J.J., 1997. The influence of topography on meteorological variables and surface-atmosphere interactions. J. Hydrol., 190: 182-213.
27. Reed, B.C., Brown, J.F. VanderZee, D. Loveland, T.R. Merchant, J.W. and Ohlen, D.O., 1994. Measuring phenological variability from satellite imagery. J. Veg. Sci., 5, 703-714.
28. Running, S.W., Justice, C.O. Salomonson, V. Hall, D. Barker, A.J. Kaufmann, Y.J. Strahler, A.H. Huete, A.R. Muller, J-P. Vanderbilt, V. Wan, Z.M. Teillet, P. and Carneggie, A.D., 1994. Terrestrial remote sensing science and algorithms planned for EOS/MODIS. Int. J. Remote Sens., 15, 3587-3620.
29. Sellers P.J., Mintz, Y. Sud, Y.C. and Dalcher, A., 1986. A Simple Biosphere Model (SiB2) for use with General Circulation Models. J. Atmos. Sci., 43, 6505-531.
30. Sellers P.J., Randall, D. Collatz, J. Berry, J. Field, C. Dazlich, C. Zhang, C. Collelo, G. and Bounous, A., 1996a. A revised land surface parameterization (SiB2) for atmospheric GCMs: model formulation: part I. J. Climate, 9, 676-705.
31. Sellers P.J., Los, S.O. Tucker, C.J. Justice, C.O. Dazlich, D.A. Collatz, G.J. and Randall, D.A., 1996b. A revised land surface parameterization (SiB2) for atmospheric GCMS. part II: the generation of global fields of terrestrial biophysical parameters from satellite data. J. Climate, 9, 706-737.
32. Shuttleworth, W.J., 1991. The Modellion Concept. Reviews of Geophysics, 29, 585-606.
33. Shuttleworth, W.J., Yang, Z.-L. and Arain, M.A., 1997. Aggregation rules for surface parameters in global models, Hydrol. Earth System Sci., 2, 217-226.
34. Stauffer, D.R., and Seaman, N.L., 1990. Use of four-dimensional data assimilation in a limited area model. Part I: experiments with synoptic-scale data. Monthly Weather Rev., 118, 1250-1277.
35. Toth, J.J., Moran, M.S. Goodrich, D. and Avissar, R., 1998. Coupling Landsat data with a mesoscale model to estimate evapotranspiration, submitted to J. App. Meteorol.
36. Wieringa, J., 1986. Roughness dependent geographical interpolation of surface wind speed averages, Quart. J. Roy. Meteorol. Soc., 112, 867-889.