Mapping high-resolution surface shortwave net radiation from landsat data

IEEE Geoscience and Remote Sensing Letters

Volumn 11, Issue 2, 2014, Pages 459-463

  Wang, Dongdong ^a   Liang, Shunlin ^a   He, Tao ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

Albedo; Daily radiation; Hybrid method; Landsat; Net radiation; Water vapor correction

Indexed keywords

MEAN SQUARE ERROR; RADIOMETRY; TABLE LOOKUP;

ALBEDO; HYBRID METHOD; LANDSAT; NET RADIATION;

WATER VAPOR;

EID: 84896389418     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2013.2266317     Document Type: Article

References (36)

1. K. Z. Kaminsky and R. Dubayah, "Estimation of surface net radiation in the boreal forest and northern prairie from shortwave flux measurements," J. Geophys. Res., Atmos., vol. 102, no. D24, pp. 29 707-29 716, Dec. 1997.
2. W. P. Kustas and J. M. Norman, "Use of remote sensing for evapotranspiration monitoring over land surfaces," Hydrolog. Sci. J., Sci. Hydrolog., vol. 41, no. 4, pp. 495-516, Aug. 1996.
3. D. Marks and J. Dozier, "Climate and energy exchange at the snow suface in the Alpine region of the Sierra-Nevada. 2. Snow cover energy balance," Water Resour. Res., vol. 28, no. 11, pp. 3043-3054, Nov. 1992. (Pubitemid 23377442)
4. A. K. Betts, J. H. Ball, A. C. M. Beljaars, M. J. Miller, and P. A. Viterbo, "The land surface-atmosphere interaction: A review based on observational and global modeling perspectives," J. Geophys. Res., Atmos., vol. 101, no. D3, pp. 7209-7225, Mar. 1996.
5. J. H. Kjaersgaard, R. H. Cuenca, F. L. Plauborg, and S. Hansen, "Long-term comparisons of net radiation calculation schemes," Boundary-Layer Meteorol., vol. 123, no. 3, pp. 417-431, Jun. 2007. (Pubitemid 46863989)
6. B. H. Tang, Z.-L. Li, and R. Zhang, "A direct method for estimating net surface shortwave radiation from MODIS data," Remote Sens. Environ., vol. 103, no. 1, pp. 115-126, Jul. 2006. (Pubitemid 43867595)
7. H. Y. Kim and S. Liang, "Development of a hybrid method for estimating land surface shortwave net radiation from MODIS data," Remote Sens. Environ., vol. 114, no. 11, pp. 2393-2402, Nov. 2010.
8. D. Baldocchi, E. Falge, L. Gu, R. Olson, D. Hollinger, S. Running, P. Anthoni, C. Bernhofer, K. Davis, R. Evans, J. Fuentes, A. Goldstein, G. Katul, B. Law, X. Lee, Y. Malhi, T. Meyers, W. Munger, W. Oechel, K. T. Paw, K. Pilegaard, H. P. Schmid, R. Valentini, S. Verma, T. Vesala, K. Wilson, and S. Wofsy, "FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities," Bull. Amer. Meteorol. Soc., vol. 82, no. 11, pp. 2415-2434, Nov. 2001. (Pubitemid 33642006)
9. Y. C. Zhang, W. B. Rossow, A. A. Lacis, V. Oinas, and M. I. Mishchenko, "Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data," J. Geophys. Res., Atmos., vol. 109, no. D19, p. D19 105, Oct. 2004.
10. M. M. Rienecker, M. J. Suarez, R. Gelaro, R. Todling, J. Bacmeister, E. Liu, M. G. Bosilovich, S. D. Schubert, L. Takacs, G.-K. Kim, S. Bloom, J. Chen, D. Collins, A. Conaty, A. da Silva,W. Gu, J. Joiner, R. D. Koster, R. Lucchesi, A. Molod, T. Owens, S. Pawson, P. Pegion, C. R. Redder, R. Reichle, F. R. Robertson, A. G. Ruddick, M. Sienkiewicz, and J. Woollen, "MERRA: NASA's Modern-era retrospective analysis for research and applications," J. Climate, vol. 24, no. 14, pp. 3624-3648, Jul. 2011.
11. P. H. Gowda, P. Colaizzi, S. Evett, T. Howell, and J. Tolk, "Remote sensing based energy balance algorithms for mapping ET: Current status and future challenges," Trans. ASABE, vol. 50, no. 5, pp. 1639-1644, Sep./Oct. 2007. (Pubitemid 350125100)
12. H. M. Jiang, S. Liu, and H. Liu, "A study on energy budget characteristics over a heterogeneously irrigated cotton field," Chin. J. Geophys., vol. 55, no. 2, pp. 428-440, Feb. 2012.
13. W. Q. Ma, Y. Ma, M. Li, Z. Hu, L. Zhong, Z. Su, H. Ishikawa, and J. Wang, "Estimating surface fluxes over the North Tibetan Plateau area with ASTER imagery," Hydrol. Earth Syst. Sci., vol. 13, no. 1, pp. 57-67, Jan. 2009.
14. A. Christen and R. Vogt, "Energy and radiation balance of a central European city," Int. J. Climatol., vol. 24, no. 11, pp. 1395-1421, Sep. 2004. (Pubitemid 39246578)
15. A. Martilli, A. Clappier, and M. W. Rotach, "An urban surface exchange parameterisation for mesoscale models," Boundary-Layer Meteorol., vol. 104, no. 2, pp. 261-304, Aug. 2002. (Pubitemid 34825190)
16. Q. Weng, "Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends," ISPRS J. Photogramm. Remote Sens., vol. 64, no. 4, pp. 335-344, Jul. 2009.
17. J. C. Ju and D. P. Roy, "The availability of cloud-free Landsat ETM plus data over the conterminous United States and globally," Remote Sens. Environ., vol. 112, no. 3, pp. 1196-1211, Mar. 2008.
18. G. Cai, Y. Xue, Y. Hu, J. Guo, Y. Wang, and S. Qi, "Quantitative study of net radiation from MODIS data in the lower boundary layer in Poyang Lake area of Jiangxi Province, China," Int. J. Remote Sens., vol. 28, no. 19, pp. 4381-4389, Sep. 2007. (Pubitemid 47471135)
19. J. Zhou, D. Hu, and Q. Weng, "Analysis of surface radiation budget during the summer and winter in the metropolitan area of Beijing, China," J. Appl. Remote Sens., vol. 4, no. 1, p. 043513, Mar 9, 2010.
20. C. M. Frey, G. Rigo, and E. Parlow, "Urban radiation balance of two coastal cities in a hot and dry environment," Int. J. Remote Sens., vol. 28, no. 12, pp. 2695-2712, Jun. 2007. (Pubitemid 46864387)
21. G. Rigo and E. Parlow, "Modelling the ground heat flux of an urban area using remote sensing data," Theor. Appl. Climatol., vol. 90, no. 3/4, pp. 185-199, Nov. 2007. (Pubitemid 47617264)
22. G. Bisht, V. Venturini, S. Islam, and L. Jiang, "Estimation of the net radiation using MODIS (Moderate Resolution Imaging Spectroradiometer) data for clear sky days," Remote Sens. Environ., vol. 97, no. 1, pp. 52-67, Jul. 2005. (Pubitemid 41009242)
23. D. Long, Y. Gao, and V. P. Singh, "Estimation of daily average net radiation from MODIS data and DEM over the Baiyangdian watershed in North China for clear sky days," J. Hydrol., vol. 388, no. 3/4, pp. 217-233, Jul. 15, 2010.
24. G. Huang, S. Liu, and S. Liang, "Estimation of net surface shortwave radiation from MODIS data," Int. J. Remote Sens., vol. 33, no. 3, pp. 804-825, Feb. 2012.
25. D. Wang, S. Liang, R. Liu, and T. Zheng, "Estimation of daily-integrated PAR from sparse satellite observations: Comparison of temporal scaling methods," Int. J. Remote Sens., vol. 31, no. 6, pp. 1661-1677, Mar. 2010.
26. J. G. Masek, E. F. Vermote, N. E. Saleous, R. Wolfe, F. G. Hall, K. F. Huemmrich, F. Gao, J. Kutler, and T.-K. Lim, "A Landsat surface reflectance dataset for North America, 1990-2000," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 1, pp. 68-72, Jan. 2006. (Pubitemid 43131899)
27. A. Berk, G. P. Anderson, P. K. Acharya, L. S. Bernstein, L. Muratov, J. Lee, M. Fox, S. M. Adler-Golden, J. H. Chetwynd, M. L. Hoke, R. B. Lockwood, J. A. Gardner, T. W. Cooley, C. C. Borel, and P. E. Lewis, "MODTRAN5: A reformulated atmospheric band model with auxiliary species and practical multiple scattering options," in Proc. SPIE, 2004, p. 5571.
28. A. M. Baldridge, S. J. Hook, C. I. Grove, and G. Rivera, "The ASTER spectral library version 2.0," Remote Sens. Environ., vol. 113, no. 4, pp. 711-715, Apr.15, 2009.
29. R. N. Clark, G. A. Swayze, R. Wise, E. Livo, T. Hoefen, R. Kokaly, and S. J. Sutley, USGS Digital Spectral Library Splib06a. Denver, CO, USA: U.S. Geological Survey, 2007.
30. S. Liang, T. Zheng, R. Liu, H. Fang, S.-C. Tsay, and S. Running, "Estimation of incident photosynthetically active radiation from moderate resolution imaging spectrometer data," J. Geophys. Res., Atmos., vol. 111, no. D15, p. D15 208, Aug. 2006.
31. S. L. Liang, "Narrowband to broadband conversions of land surface albedo I Algorithms," Remote Sens. Environ., vol. 76, no. 2, pp. 213-238, May 2001.
32. F. Mesinger, G. DiMego, E. Kalnay, K. Mitchell, P. C. Shafran, W. Ebisuzaki, D. Jovíc, J. Woollen, E. Rogers, E. H. Berbery, M. B. Ek, Y. Fan, R. Grumbine, W. Higgins, H. Li, Y. Lin, G. Manikin, D. Parrish, and W. Shi, "North American regional reanalysis," Bull. Amer. Meteorol. Soc., vol. 87, no. 3, pp. 343-360, Mar. 2006.
33. J. D. Shepherd and J. R. Dymond, "Correcting satellite imagery for the variance of reflectance and illumination with topography," Int. J. Remote Sens., vol. 24, no. 17, pp. 3503-3514, Jan. 2003.
34. S. Sandmeier and K. I. Itten, "A physically-based model to correct atmospheric and illumination effects in optical satellite data of rugged terrain," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 3, pp. 708-717, May 1997. (Pubitemid 127771108)
35. Y. Gao, D. Long, and Z.-L. Li, "Estimation of daily actual evapotranspiration from remotely sensed data under complex terrain over the upper Chao river basin in North China," Int. J. Remote Sens., vol. 29, no. 11, pp. 3295-3315, Jun. 2008. (Pubitemid 351911291)
36. W. Wu, C. A. S. Hall, F. N. Scatena, and L. J. Quackenbush, "Spatial modelling of evapotranspiration in the Luquillo experimental forest of Puerto Rico using remotely-sensed data," J. Hydrol., vol. 328, no. 3/4, pp. 733-752, Sep. 15, 2006.