Development of high resolution land surface parameters for the Community Land Model

Geoscientific Model Development

Volumn 5, Issue 6, 2012, Pages 1341-1362

  Ke, Y ^a,b   Leung, L R ^a   Huang, M ^a   Coleman, A M ^a   Li, H ^a   Wigmosta, M S ^a  

^a PACIFIC NORTHWEST NATIONAL LABORATORY   (United States)

^b CAPITAL NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC MODELING; CLIMATE MODELING; GLOBAL CLIMATE; LAND COVER; LAND SURFACE; LEAF AREA INDEX; MODIS; REGIONAL CLIMATE; REMOTE SENSING; SPATIAL RESOLUTION; TROPICAL FOREST;

EID: 84874030045     PISSN: 1991959X     EISSN: 19919603     Source Type: Journal    
DOI: 10.5194/gmd-5-1341-2012     Document Type: Article

References (38)

1. Bonan, G. B., Levis, S., Kergoat, L., and Oleson, K. W.: Landscapes as patches of plant functional types: An integrating concept for climate and ecosystem models, Global Biogeochem. Cy., 16, 51-5-25, doi:10.1029/2000GB001360, 2002a.
2. Bonan, G. B., Oleson, K. W., Vertenstein, M., Levis, S., Zeng, X., Dai, Y., Dickinson, R. E., and Yang, Z. L.: The land surface climatology of the Community Land Model coupled to the NCAR Community Climate Model, J. Climate, 15, 3123-3149, 2002b. (Pubitemid 36006339)
3. Bontemps, S., Herold, M., Kooistra, L., van Groenestijn, A., Hartley, A., Arino, O., Moreau, I., and Defourny, P.: Revisiting land cover observation to address the needs of the climate modeling community, Biogeosciences, 9, 2145-2157, doi:10.5194/bg9-2145-2012, 2012.
4. Cogley, J. G.: GGHYDRO - Global Hydrographic Data Release 2.0. Trent Climate Note 91-1, Dept. Geography, Trent University, Peterborough, Ontario, 1991.
5. De Kauwe, M. G., Disney, M. I., Quaif, T., Lewis, P., and Williams, M.: An assessment of the MODIS collection 5 leaf area index product for a region of mixed coniferous forest, Remote Sens. Environ., 115, 767-780, 2011.
6. Dickinson, R. E., Oleson, K. W., Bonan, G., Hoffman, F., Thornton, P., Vertenstein, M., Yang, Z. L., and Zeng, X.: The Community Land Model and its climate statistics as a component of the Community Climate System Model, J. Climate, 19, 2302-2324, 2006. (Pubitemid 43881284)
7. Fang, H. and Liang, S.: A hybrid inversion method for mapping leaf area index from MODIS data: Experiments and application to broadleaf and needleleaf canopies, Remote Sens. Environ., 94, 405-424, 2005. (Pubitemid 40134212)
8. Fang, H., Wei, S., and Liang, S.: Validation of MODIS and CYCLOPES LAI products using global field measurement data, Remote Sens. Environ., 119, 43-54, 2012.
9. Friedl, M. A., Sulla-Menashe, D., Tan, B., Schneider, A., Ramankutty, N., Sibley, A., and Huang, X.: MODIS Collection 5 Global Land Cover: Algorithm refinements and characterization of new datasets, Remote Sens. Environ., 114, 168-182, 2010.
10. Fry, J., Xian, G., Jin, S., Dewitz, J., Homer, C., Yang, L., Barnes, C., Herold, N., and Wickham, J.: Completion of the 2006 National Land Cover Database for the Conterminous United States, Photogramm. Eng. Remote Sens., 77, 858-864, 2011.
11. Garrigues, S., Lacaze, R., Baret, F., Morisette J. T., Weiss, M., Nickeson, J. E., Fernandes, R., Plummer, S., Shabanov, N. V., Myneni, R. B., Knyazikhin, Y., and Yang, W.: Validation and intercomparison of global Leaf Area Index products derived from remote sensing data, J. Geophys. Res., 113, G02028, doi:10.1029/2007JG000635, 2008.
12. Hansen, M. C., DeFries, R. S., Townshend, J. R. G., Carroll, M., Dimiceli, C., and Sohlberg, R. A.: Global Percent Tree Cover at a Spatial Resolution of 500 Meters: First Results of the MODIS Vegetation Continuous Fields Algorithm, Earth Interact., 7, 1-15, 2003.
13. Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G., and Jarvis, A.: Very high resolution interpolated climate surfaces for global land areas, Int. J. Climatol., 25, 1965-1978, 2005. (Pubitemid 43013915)
14. Hill, M. J., Senarath, U., Lee, A., Zeppel, M., Nightingale, J. M., Williams, R. D. J., and McVicar, T. R.: Assessment of the MODIS LAI product for Australian ecosystems. Remote Sens. Environ., 101, 495-518, 2006.
15. Jeganathan, C., Dadhwal, V. K., Gupta, K., and Raju, P. L. N.: Comparison of MODIS vegetation continuous field - based forest density maps with IRS-LISS III derived maps, J. Indian Soc. Remote Sens., 37, 539-549, 2009.
16. Jin, J., Miller, N. L., and Schlegel, N.: Sensitivity Study of Four Land Surface Schemes in the WRF Model, Adv. Meteorol., 2010, 167436, doi:10.1155/2010/167436, 2010.
17. Jung, M., Henkel, K., Herold, M., and Churkina, G.: Exploiting synergies of global land cover products for carbon cycle modeling, Remote Sens. Environ., 101, 534-553, 2006.
18. Jung, M., Vetter, M., Herold, M., Churkina, G., Reichstern, M., Zaehle, S., Ciais, P., Viovy, N., Bondeau, A., Chen, Y., Trusilova, K., Feser, F., and Heimann, M.: Uncertainties of modeling gross primary productivity over Europe: A systematic study on the effects of using different drivers and terrestrial biosphere models, Global Biogeochem. Cy., 21, GB4021, doi:10.1029/2006GB002915, 2007. (Pubitemid 351386643)
19. Lawrence, P. J. and Chase, T. N.: Representing a MODIS consistent land surface in the Community Land Model (CLM 3.0): Part 1. Generating MODIS consistent land surface parameters, Coop. Inst. for Res. in Environ. Sci., Univ. of Colo., Boulder, 2006.
20. Lawrence, P. J. and Chase, T. N.: Representing a new MODIS consistent land surface in the Community Land Model (CLM 3.0), J. Geophys. Res., 112, G01023, doi:10.1029/2006JG000168, 2007. (Pubitemid 46851094)
21. Lawrence, D., Oleson, K. W., Flanner, M. G., Thorton, P. E., Swenson, S. C., Lawrence, P. J., Zeng, X., Yang, Z. L., Levis, S., and Skaguchi, K.: Parameterization improvements and functional and structural advances in version 4 of the Community Land Model, J. Adv. Model. Earth Syst., 3, M03001, doi:10.1029/2011MS000045, 2011.
22. Leung, L. R., Kuo, Y.-H., and Tribbia, J.: Research Needs and Directions of Regional Climate Modeling Using WRF and CCSM, B. Am. Meteorol. Soc., 87, 1747-1751, doi:10.1175/BAMS-8712-1747, 2006. (Pubitemid 46152001)
23. Li, H., Huang, M., Wigmosta, M. S., Ke, Y., Coleman, A. M., Leung, L. R., Wang, A., and Ricciuto, D. M.: Evaluating runoff simulations from the Community Land Model 4.0 using observations from flux towers and a mountainous watershed, J. Geophys. Res., 116, D24120, doi:10.1029/2011JD016276, 2011.
24. Loveland, T. R. and Belward, A. S.: The IGBP-DIS global 1km land cover data set, DISCover: First results, Int. J. Remote Sens., 18, 3291-3295, 1997.
25. Maslowski, W., Cassano, J., Gutowski, W., and Lettenmaier, D.: Regional Arctic Climate System Model (RACM) - Development and Selected Results. Geophys. Res. Abstr., 13, EGU2011-9648, EGU General Assembly 2011, Vienna, Austria, 2011.
26. MODIS Land Sience Collection 6: Test, NASA, available at: http://landweb.nascom.nasa.gov/cgi-bin/QA-WWW/newPage.cgi?fileName= sciTestMenu-C6 (last access: 19 September 2012), 2012.
27. Montesano, P. M., Nelson, R., Sun, G., Margolis, H., Kerber, A., and Ranson, K. J.: MODIS tree cover validation for the circumpolar taiga-tundra transition zone, Remote Sens. Environ., 113, 21302141, 2009.
28. Oleson, K. W., Lawrence, D. M., Bonan, G. B., Flanner, M. G., Kluzek, E., Lawrence, P. J., Levis, S., Swenson, S. C, Thornton, P. E., Dai, A., Decker, M., Dickinson, R., Feddema, J., Heald, C. L., Hoffman, F., Lamarque, J.-F., Mahowald, N., Niu, G.-Y., Qian, T., Randerson, J., Running, S., Sakaguchi, K., Slater, A., Stockli, R., Wang, A., Yang, Z.-L., Zeng, X., Zeng, X.: Technical Description of version 4.0 of the Community Land Model (CLM), NCAR/TN-478+STR, available at: www.cesm.ucar.edu/models/cesm1.0/clm/CLM4-TechNote.pdf (last access: 19 September 2012), 2010.
29. Pisek, J. and Chen, J. M.: Comparison and validation of MODIS and VEGETATION global LAI products over four BigFoot sites in North America. Remote Sens. Environ., 109, 81-94, 2007. (Pubitemid 46776739)
30. Poulter, B., Ciais, P., Hodson, E., Lischke, H., Maignan, F., Plummer, S., and Zimmermann, N. E.: Plant functional type mapping for earth system models, Geosci. Model Dev., 4, 993-1010, doi:10.5194/gmd-4-993-2011, 2011.
31. Ramankutty, N., Evan, A. T., Monfreda, C, and Foley, J. A.: Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000, Global Biogeochem. Cy., 22, GB1003, doi:10.1029/2007GB002952, 2008. (Pubitemid 351850852)
32. Skamarock, W. C, Klemp, J. B., Dudhia, J., Gill, D. O., Barker, D. M., Duda, M. G., Huang, X. Y, Wang, W., and Powers, J. G.: A Description of the Advanced Research WRF Version 3, NCAR Technical Note, NCAR/TN-475+STR, 123 pp., 2008.
33. Still, C. J., Berry, J. A., Collatz, G. J., and DeFries, R. S.: Global distribution of C3 and C4 vegetation: Carbon cycle implications, Global Biogeochem. Cy., 17, 1006-1019, 2003.
34. Subin, Z. M., Riley, W. J., Jin, J., Christianson, D. S., Torn, M. S., and Kueppers, L. M.: Ecosystem Feedbacks to Climate Change in California: Development, Testing, and Analysis Using a Coupled Regional Atmosphere and Land Surface Model (WRF3CLM3.5), Earth Interact., 15, 1-38, 2011.
35. Weiss, M., Baret, F., Garrigues, S., and Lacaze, R.: LAI and fPAR CYCLOPES global products derived from VEGETATION, Part 2: Validation and comparison with MODIS collection 4 products, Remote Sens. Environ., 110, 317-331, 2007. (Pubitemid 47285205)
36. Willmott, C. J. and Matsuura, K.: Terrestrial air temperature and precipitation: Monthly and annual climatologies (Version 2.0.1), available at: http://climate.geog.udel.edu/~climate/html\pages/download.html (last access: 12 September 2012), 2000.
37. White, M. A., Shaw, J. D., and Ramsey, R. D.: Accuracy assessment of the vegetation continuous field tree cover product using 3954 ground plots in the southwestern USA, Int. J. Remote Sens., 26, 2699-2704, 2005. (Pubitemid 41030080)
38. Yuan, H., Dai, Y, Xiao, Z., Ji, D., and Shangguan, W.: Reprocessing the MODIS Leaf Area Index products for land surface and climate modeling, Remote Sens. Environ., 115, 1171-1187, 2011.