A landsat-5 atmospheric correction based on MODIS atmosphere products and 6s model

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 7, Issue 5, 2014, Pages 1609-1615

  Hu, Yong ^a,b   Liu, Liangyun ^a   Liu, Lingling ^a   Peng, Dailiang ^a   Jiao, Quanjun ^a   Zhang, Hao ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

6S; Atmospheric correction; ground surface reflectance (GSR); Landsat; Moderate Resolution Imaging Spectrometer (MODIS) atmosphere products

Indexed keywords

MAPPING; MEAN SQUARE ERROR; RADIATIVE TRANSFER; REFLECTION; SATELLITE IMAGERY; SPECTROMETERS;

6S; ATMOSPHERIC CORRECTIONS; GROUND SURFACES; LANDSAT; MODERATE RESOLUTION IMAGING SPECTROMETERS;

RADIOMETERS;

ATMOSPHERIC CORRECTION; ATMOSPHERIC MODELING; ERROR ANALYSIS; LANDSAT; MODIS; RADIATIVE TRANSFER; SATELLITE DATA; SURFACE REFLECTANCE; THEMATIC MAPPING;

BEIJING [CHINA]; CHINA;

EID: 84903270015     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2290028     Document Type: Article

References (45)

1. B. L. Markham and D. L. Helder, "Forty-year calibrated record of earthreflected radiance from Landsat: A review," Remote Sens. Environ., vol. 122, pp. 30-40, 2012.
2. S. L. Powell, D. Pflugmacher, A. A. Kirschbaum, et al., "Moderate resolution remote sensing alternatives: A review of Landsat-like sensors and their applications," J. Appl. Remote Sens., vol. 1, no. 1, pp. 012506-012516, 2007.
3. W. B. Cohen and S. N. Goward, "Landsat's role in ecological applications of remote sensing," Bioscience, vol. 54, no. 6, pp. 535-545, 2004. (Pubitemid 38751839)
4. M. A. Wulder, J. C. White, S. N. Goward, et al., "Landsat continuity: Issues and opportunities for land cover monitoring," Remote Sens. Environ., vol. 112, no. 3, pp. 955-969, 2008. (Pubitemid 351296243)
5. J. Knorn, A. Rabe, V. C. Radeloff, et al., "Land cover mapping of large areas using chain classification of neighboring Landsat satellite images," Remote Sens. Environ., vol. 113, no. 5, pp. 957-964, 2009.
6. C. Huang, S. N. Goward, J. G. Masek, et al., "An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks," Remote Sens. Environ., vol. 114, no. 1, pp. 183-198, 2010.
7. J. J. Walker, K. M. de Beurs, R. H. Wynne, et al., "Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology," Remote Sens. Environ., vol. 117, pp. 381-393, 2012.
8. D. P. Roy, J. Ju, K. Kline, et al., "Web-enabled Landsat data (WELD): Landsat ETM+ composited mosaics of the conterminous United States," Remote Sens. Environ., vol. 114, no. 1, pp. 35-49, 2010.
9. M. C. Hansen, A. Egorov, D. P. Roy, et al., "Continuous fields of land cover for the conterminous United States using Landsat data: First results from the web-enabled landsat data (WELD) project," Remote Sens. Lett, vol. 2, no. 4, pp. 279-288, 2011.
10. J. G. Masek, E. F. Vermote, N. E. Saleous, et al., "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)
11. W. S. Walker, C. M. Stickler, J. M. Kellndorfer, et al., "Large-area classification and mapping of forest and land cover in the Brazilian Amazon: A comparative analysis of ALOS/PALSAR and Landsat data sources," IEEE J. Sel. Topics Appl. Earth Obs. Remote Sens., vol. 3, no. 4, pp. 594-604, Dec. 2010.
12. G. Chander, B. L. Markham, and D. L. Helder, "Summary of current radiometric calibration coefficients for Landsat MSS,TM, ETM+, and EO-1 ALI sensors," Remote Sens. Environ., vol. 113, no. 5, pp. 893-903, 2009.
13. S. Liang, H. Fang, and M. Chen, "Atmospheric correction of LandsatETM+ land surface imagery. I. Methods," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 11, pp. 2490-2498, Nov. 2001. (Pubitemid 33137985)
14. A. Huete, K. Didan, T. Miura, et al., "Overview of the radiometric and biophysical performance of the MODIS vegetation indices," Remote Sens. Environ., vol. 83, no. 1, pp. 195-213, 2002. (Pubitemid 35307469)
15. S. Liang, T. Zheng, R. Liu, et al., "Estimation of incident photosynthetically active radiation from moderate resolution imaging spectrometer data," J. Geophys. Res.: Atmos., vol. 111, no. D15, p. D15208, 2006.
16. E. F. Vermote, N. Z. El Saleous, and C. O. Justice, "Atmospheric correction of MODIS data in the visible to middle infrared: First results," Remote Sens. Environ., vol. 83, no. 1, pp. 97-111, 2002. (Pubitemid 35307463)
17. K. I. Itten and P. Meyer, "Geometric and radiometric correction of TM data of mountainous forested areas," IEEE Trans. Geosci. Remote Sens., vol. 31, no. 4, pp. 764-770, Jul. 1993.
18. W. Zheng, C. Liu, Z. Y. Zeng, et al., "A feasible atmospheric correction method to TM image," J. China Univ. Min. Technol., vol. 17, no. 1, pp. 112-115, 2007.
19. J. C. Jiménez-Muñoz, J. A. Sobrino, C. Mattar, et al., "Atmospheric correction of optical imagery from MODIS and reanalysis atmospheric products," Remote Sens. Environ., vol. 114, no. 10, pp. 2195-2210, 2010.
20. F. Li, D. L. Jupp, S. Reddy, et al., "An evaluation of the use of atmospheric and BRDF correction to standardize Landsat data," IEEE J. Sel. Topics Appl. Earth Obs. Remote Sens., vol. 3, no. 3, pp. 257-270, Sep. 2010.
21. R. Richter, "Aspatially adaptive fast atmospheric correction algorithm," Int. J. Remote Sens., vol. 17, no. 6, pp. 1201-1214, 1996.
22. P. S.Chavez, "Image-basedatmospheric corrections-revisitedand improved," Photogramm. Eng. Remote Sens., vol. 62, no. 9, pp. 1025-1035, 1996.
23. M. Canty, "Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation," Remote Sens. Environ., vol. 112, no. 3, pp. 1025-1036, 2008. (Pubitemid 351296251)
24. C. Song, C. E. Woodcock, K. C. Seto, et al., "Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?," Remote Sens. Environ., vol. 75, no. 2, pp. 230-244, 2001. (Pubitemid 32109037)
25. S. Liang, H. Fang, J. T. Morisette, et al., "Atmospheric correction of Landsat ETM+ land surface imagery. II. Validation and applications," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 12, pp. 2736-2746, Dec. 2002.
26. M. D. King, S. C. Tsay, S. E. Platnick, et al., "Cloud retrieval algorithms for MODIS: Optical thickness, effective particle radius, and thermodynamic phase," MODIS Algorithm Theoretical Basis Document, No. ATBD-MOD, vol. 5 1997.
27. E. Masuoka, A. Fleig, R. E. Wolfe, et al., "Key characteristics of MODIS data products," IEEE Geosci. Remote Sens., vol. 36, no. 4, pp. 1313-1323, Jul. 1998. (Pubitemid 128748537)
28. J. Ju, D. P. Roy, E. Vermote, et al., "Continental-scale validation of MODIS-based and LEDAPS Landsat ETM+ atmospheric correction methods," Remote Sens. Environ., vol. 122, pp. 175-184, 2012.
29. Y. J. Kaufman and D. Tanré, "Algorithm for remote sensing of tropospheric aerosol from MODIS," Goddard Space Flight Center NASA MODIS Algorithm Theoretical Basis Document, vol. 85, 1998.
30. W. Menzel, S. Seemann, J. Li, et al., "MODIS atmospheric profile retrieval algorithm theoretical basis document (MOD-07)," Eos ATBD web site [Online]. Available: http://modis-atmos.gsfc.nasa.gov/-docs/ MOD07MYD07ATBDC005.pdf, p. 39, 2002.
31. D. Tanré, C. Deroo, P. Duhaut, et al., "Technical note description of a computer code to simulate the satellite signal in the solar spectrum: The 5S code," Int. J. Remote Sens., vol. 11, no. 4, pp. 659-668, 1990. (Pubitemid 20695834)
32. E. F. Vermote, D. Tanré, J. L. Deuzé, et al., "Second simulation of the satellite signal in the solar spectrum, 6S: An overview," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 3, pp. 675-686, May 1997. (Pubitemid 127771105)
33. E. Vermote, D. Tanré, J. Deuzé, et al., "Second simulation of the satellite signal in the solar spectrum (6S), 6S user's guide version 2," NASA Goddard Space Flight Center, 1997.
34. E. Vermote, D. Tanré, J. Deuzé, et al., "Second simulation of a satellite signal in the solar spectrum-vector (6SV)," 6S User Guide Version, 2006.
35. E. F. Vermote and S. Kotchenova, "Atmospheric correction for the monitoring of land surfaces," J. Geophys. Res., vol. 113, no. D23, p. D23S90, 2008.
36. E. Vermote, N. El Saleous, C. Justice, et al., Atmospheric Correction of Visible to Middle-Infrared EOS-MODIS Data Over Land Surfaces: Background, Operational Algorithm and Validation, NASA Publications, p. 31, 1997.
37. A. Taaheri, HDF-EOS to GeoTIFF Conversion Tool (HEG) Stand-alone User's Guide, [Online]. Available FTP: ftp://edhs1.gsfc.nasa.gov/edhs/ HEG-Tool/Version2.11/516eed001-HEG-UsersGuide-v2.11.pdf, 2009.
38. G. Chander,M. O. Haque, E. Micijevic, et al., "A procedure for radiometric recalibration of Landsat 5 TM reflective-band data," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 1, pp. 556-574, Jan. 2010.
39. D. Chu, Y. Kaufman, C. Ichoku, et al., "Validation of MODIS aerosol optical depth retrieval over land," Geophys. Res. Lett., vol. 29, no. 12, p. 8007, 2002.
40. B. C. Gao and Y. J. Kaufman, "Water vapor retrievals using moderate resolution imaging spectroradiometer (MODIS) near-infrared channels," J. Geophys. Res., vol. 108, no. D13, p. 4389, 2003.
41. S. W. Seemann, J. Li, L. E. Gumley, et al., "Operational retrieval of atmospheric temperature, moisture, and ozone from MODIS infrared radiances," in Proc. 3rd Int. Asia-Pacific Environmental Remote Sensing Remote Sensing of the Atmosphere, Ocean, Environment, and Space, pp. 168-176, 2003.
42. A. B. Davis, M. J. Garay, F. Xu, et al., "3D radiative transfer effects in multiangle/multispectral radio-polarimetric signals froma mixture of clouds and aerosols viewed by a non-imaging sensor," in Proc. SPIE 8873, Polarization Science and Remote Sensing VI, pp. 887309-887318, 2013.
43. C. Miesch, X. Briottet, Y. H. Kerr, et al., "Monte Carlo approach for solving the radiative transfer equation over mountainous and heterogeneous areas," Appl. Opt., vol. 38, no. 36, pp. 7419-7430, 1999. (Pubitemid 129567686)
44. F. Van Der Meer, W. Bakker, and K. Scholte, et al., "Spatial scale variations in vegetation indices and above-ground biomass estimates: Implications for MERIS," Int. J. Remote Sens., vol. 22, no. 17, pp. 3381-3396, 2001. (Pubitemid 33028409)
45. A. Lyapustin, J. Martonchik, Y. Wang, et al., "Multiangle implementation of atmospheric correction (MAIAC): 1. Radiative transfer basis and lookup tables," J. Geophys. Res.: Atmos. (1984-2012), vol. 116, no. D3, p. D03210, 2011.