Remote sensing of water optical property for China's inland lake taihu using the SWIR atmospheric correction with 1640 and 2130 nm bands

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

Volumn 6, Issue 6, 2013, Pages 2505-2516

  Wang, Menghua ^a   Son, Seunghyun ^a,b   Zhang, Yunlin ^c   Shi, Wei ^a,b  

^a OFFICE OF RESEARCH AND APPLICATIONS   (United States)

^b Department of Environmental and Radiological Health Sciences   (United States)

^c NANJING INSTITUTE OF GEOGRAPHY AND LIMNOLOGY   (China)

Author keywords

Atmospheric correction; lakes; remote sensing; water pollution; water quality

Indexed keywords

ATMOSPHERIC CORRECTION ALGORITHM; ATMOSPHERIC CORRECTIONS; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; SEASONAL AND INTERANNUAL VARIATIONS; SEASONAL AND SPATIAL DISTRIBUTIONS; TOTAL SUSPENDED SEDIMENTS; WATER OPTICAL PROPERTIES; WATER-LEAVING RADIANCES;

INFRARED DEVICES; INFRARED RADIATION; LAKES; OPTICAL PROPERTIES; RADIOMETERS; REMOTE SENSING; SATELLITE IMAGERY; WATER QUALITY;

WATER POLLUTION;

ALGORITHM; ANNUAL VARIATION; AQUA (SATELLITE); ATMOSPHERIC CORRECTION; LAKE WATER; MODIS; OPTICAL PROPERTY; REMOTE SENSING; SEASONAL VARIATION; SPATIAL DISTRIBUTION; SPATIAL VARIATION; TURBIDITY;

CHINA; TAIHU LAKE;

ALGAE;

EID: 84890123403     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2243820     Document Type: Article

References (57)

1. M. Wang, W. Shi, and J. Tang, "Water property monitoring and assessment for China's inland lake Taihu from MODIS-Aqua measurements," Remote Sens. Environ., vol. 115, pp. 841-854, 2011.
2. R. Ma, H. Duan, X. Gu, and S. Zhang, "Detecting aquatic vegetation changes in Taihu lake, China using multi-temporal satellite imagery," Sensors, vol. 8, pp. 3988-4005, 2008, doi: 10.3390/s8063988.
3. L. Guo, "Doing battle with the green monster of Taihu lake," Science, vol. 317, p. 1166, 2007.
4. M. Wang and W. Shi, "Satellite observed algae blooms in China's lake Taihu," Eos Trans. AGU, vol. 89, pp. 201-202, 2008, doi:10.1029/ 2008EO220001.
5. C. Hu, Z. Lee, R. Ma, K. Yu, D. Li, and S. Shang, "Moderate resolution imaging spectroradiometer (MODIS) observations of cyanobacteria blooms in Taihu lake, China," J. Geophys. Res., vol. 115, p. C04002, 2010, doi: 10.1029/2009JC005511.
6. M. Wang, "Remote sensing of the ocean contributions from ultraviolet to near-infrared using the shortwave infrared bands: Simulations," Appl. Opt., vol. 46, pp. 1535-1547, 2007. (Pubitemid 46659391)
7. M. Wang and W. Shi, "Estimation of ocean contribution at the MODIS near-infrared wavelengths along the east coast of the U.S.: Two case studies," Geophy. Res. Lett., vol. 32, p. L13606, 2005, doi:10.1029/2005GL022917. (Pubitemid 41319967)
8. M. Wang, S. Son, and W. Shi, "Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithm using seabass data," Remote Sens. Environ., vol. 113, pp. 635-644, 2009.
9. H. R. Gordon and M. Wang, "Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: A preliminary algorithm," Appl. Opt., vol. 33, pp. 443-452, 1994.
10. M. Wang, Ed., IOCCG, "Atmospheric correction for remotely-sensed ocean-colour products," in Reports of the International Ocean-Colour Coordinating Group, No. 10, IOCCG, Dartmouth, Canada, 2010.
11. A. Morel and G. Gentili, "Diffuse reflectance of oceanic waters: Its dependence on sun angle as influenced by the molecular scattering contribution," Appl. Opt., vol. 30, pp. 4427-4438, 1991.
12. H. R. Gordon, "Normalized water-leaving radiance: Revisiting the influence of surface roughness," Applied Optics, vol. 44, pp. 241-248, 2005. (Pubitemid 40163329)
13. M. Wang, "Effects of ocean surface reflectance variation with solar elevation on normalized water-leaving radiance," Appl. Opt., vol. 45, pp. 4122-4128, 2006. (Pubitemid 44084812)
14. S. W. Bailey, B. A. Franz, and P. J. Werdell, "Estimation of near-infrared water-leaving reflectance for satellite ocean color data processing," Opt. Express, vol. 18, pp. 7521-7527, 2010.
15. K. G. Ruddick, F. Ovidio, and M. Rijkeboer, "Atmospheric correction of SeaWiFS imagery for turbid coastal and inland waters," Appl. Opt., vol. 39, pp. 897-912, 2000.
16. D. A. Siegel, M. Wang, S. Maritorena, and W. Robinson, "Atmospheric correction of satellite ocean color imagery: The black pixel assumption," Appl. Opt., vol. 39, pp. 3582-3591, 2000.
17. M. Wang, W. Shi, and L. Jiang, "Atmospheric correction using near-infrared bands for satellite ocean color data processing in the turbid western pacific region," Opt. Express, vol. 20, pp. 741-753, 2012.
18. J. Chen, J. Fu, and M. Zhang, "An atmospheric correction algorithm for Landsat/TM imagery basing on inverse distance spatial interpolation algorithm: A case study in Taihu lake," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 4, pp. 882-889, 2011.
19. M. Wang, C. J. Nim, S. Son, and W. Shi, "Characterization of turbidity in Florida's lake okeechobee and caloosahatchee and St. Lucie estuaries using MODIS-Aqua measurements," Water Research, vol. 46, pp. 5410-5422, 2012.
20. W. Shi and M. Wang, "Green macroalgae blooms in the yellow sea during the spring and summer of 2008," J. Geophys. Res. vol. 114, p. C12010, 2009, http://dx.doi.org/10.1029/2009JC005513.
21. J. E. O'Reilly, S. Maritorena, B. G. Mitchell, D. A. Siegel, K. L. Carder, S. A. Garver, M. Kahru, and C. R. McClain, "Ocean color chlorophyll algorithms for SeaWiFS," J. Geophys. Res., vol. 103, pp. 24937-24953, 1998.
22. S. Maritorena, D. A. Siegel, and A. Peterson, "Optimization of a semi-analytical ocean color model for global scale applications," Appl. Opt., vol. 41, pp. 2705-2714, 2002. (Pubitemid 34771729)
23. Z. P. Lee, K. L. Carder, and R. A. Arnone, "Deriving inherent optical properties from water color: A multiple quasi-analytical algorithm for optically deep waters," Appl. Opt., vol. 41, pp. 5755-5772, 2002.
24. A. Morel, Y. Huot, B. Gentili, P. J. Werdell, S. B. Hooker, and B. A. Franz, "Examining the consistency of products derived from various ocean color sensors in open ocean (Case 1) waters in the perspective of a multi-sensor approach," Remote Sens. Environ., vol. 111, pp. 69-88, 2007. (Pubitemid 47449704)
25. M. Wang, S. Son, and J. L. W. Harding, "Retrieval of diffuse attenuation coefficient in the Chesapeake bay and turbid ocean regions for satellite ocean color applications," J. Geophys. Res. vol. 114, p. C10011, 2009, http://dx.doi.org/10.1029/2009JC005286.
26. M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, "Retrieval of total suspended matter concentration in the yellow and east China seas from MODIS imagery," Remote Sens. Environ., vol. 114, pp. 392-403, 2010.
27. S. Son and M. Wang, "Water properties in Chesapeake Bay from MODIS-Aqua measurements," Remote Sens. Environ., vol. 123, pp. 163-174, 2012.
28. W. Shi and M. Wang, "An assessment of the black ocean pixel assumption for MODIS SWIR bands," Remote Sens. Environ., vol. 113, pp. 1587-1597, 2009.
29. Y. Zhang, B. Qin, G. Zhu, G. Gao, L. Luo, and W. Chen, "Effect of sediment resuspension on underwater light field in shallow lakes in the middle and lower reaches of the Yangtze River: A case study in Longgan Lake and Taihu Lake," Science in China: Series D Earth Sciences Supp. I, vol. 49, pp. 114-125, 2006. (Pubitemid 44680012)
30. G. M. Hale and M. R. Querry, "Optical constants of water in the 200 nm to 200 m wavelength region," Appl. Opt., vol. 12, pp. 555-563, 1973.
31. L. Kou, D. Labrie, and P. Chylek, "Refractive indices of water and ice in the 0.65-2.5 m spectral range," Appl. Opt., vol. 32, pp. 3531-3540, 1993.
32. W. Shi and M. Wang, "Sea ice properties in the Bohai sea measured by MODIS-Aqua: 1. Satellite algorithm development," J. Marine Systems, vol. 95, pp. 32-40, 2012.
33. W. Shi and M. Wang, "Sea ice properties in the Bohai sea measured by MODIS-Aqua: 2. Study of sea ice seasonal and interannual variability," J. Marine Systems, vol. 95, pp. 41-49, 2012.
34. M. Wang and W. Shi, "The NIR-SWIR combined atmospheric correction approach for MODIS ocean color data processing," Opt. Express, vol. 15, pp. 15722-15733, 2007. (Pubitemid 350211791)
35. M. Wang and W. Shi, "Cloud masking for ocean color data processing in the coastal regions," IEEE Trans. Geosci. Remote Sens., vol. 44, pp. 3196-3205, 2006. (Pubitemid 44711662)
36. M. Wang and W. Shi, "Detection of ice and mixed ice-water pixels for MODIS ocean color data processing," IEEE Trans. Geosci. Remote Sens., vol. 47, pp. 2510-2518, 2009.
37. M. Wang, "The Rayleigh lookup tables for the SeaWiFS data processing: Accounting for the effects of ocean surface roughness," Int. J. Remote Sens., vol. 23, pp. 2693-2702, 2002. (Pubitemid 34817289)
38. M. Wang, "A refinement for the Rayleigh radiance computation with variation of the atmospheric pressure," Int. J. Remote Sens., vol. 26, pp. 5651-5663, 2005. (Pubitemid 43878403)
39. M. Wang, "Aerosol polarization effects on atmospheric correction and aerosol retrievals in ocean color remote sensing," Appl. Opt., vol. 45, pp. 8951-8963, 2006. (Pubitemid 46098759)
40. W. Shi and M. Wang, "Detection of turbid waters and absorbing aerosols for the MODIS ocean color data processing," Remote Sens. Environ., vol. 110, pp. 149-161, 2007. (Pubitemid 47189587)
41. S. Ramachandran and M. Wang, "Near-real-time ocean color data processing using ancillary data from the global forecast system model," IEEE Trans. Geosci. Remote Sens., vol. 49, pp. 1485-1495, 2011, doi:10.1109/TGRS.2010.2078825.
42. Y. Zhang, L. Feng, J. Li, L. Luo, Y. Yin, M. Liu, and Y. Li, "Seasonal-spatial variation and remote sensing of phytoplankton absorption in lake taihu, a large eutrophic and shallow lake in China," J. Plankton Res., vol. 32, pp. 1023-1037, 2010.
43. Y. Zhang, M. Liu, B. Qin, H. J. V. D. Woerd, J. Li, and Y. Li, "Modeling remote-sensing reflectance and retrieving chlorophyll-a concentration in extremely turbid case-2 waters (Lake Taihu, China)," IEEE Trans. Geosci. Remote Sens., vol. 47, pp. 1937-1948, 2009.
44. J. M. Mueller and G. S. Fargion, Ocean Optics Protocols for Satellite Ocean Color Sensor Validation, Revision 3, Part I & II NASA Goddard Space Flight Center, Greenbelt, Maryland NASA Tech. Memo. 2002-210004, 2002.
45. J. Tang, G. Tian, X. Wang, X. M. Wang, and Q. Song, "The methods of water spectra measurement and analysis I: Above water method (in Chinese)," J. Remote Sensing, vol. 8, pp. 37-44, 2004.
46. X. Jiang, J. Tang, M. Zhang, R. Ma, and J. Ding, "Application of MODIS data in monitoring suspended sediment of Taihu lake, China," Chinese Journal of Oceanology and Limnology, vol. 27, pp. 614-620, 2009, doi: 10.1007/s00343-009-9160-9.
47. M. Wang and W. Shi, "Sensor noise effects of the SWIR bands on MODIS-derived ocean color products," IEEE Trans. Geosci. Remote Sens., vol. 50, pp. 3280-3292, 2012.
48. C. S. Roesler, M. J. Perry, and K. L. Carder, "Modeling in situ phytoplankton absorption from total absorption spectra in productive inland marine waters," Limnol. Oceanogr., vol. 34, pp. 1510-1523, 1989.
49. R. L. Miller and B. McKee, "Using MODIS terra 250 m imagery to map concentrations of total suspended matter in coastal waters," Remote Sens. Environ., vol. 93, pp. 259-266, 2004. (Pubitemid 39234725)
50. W. Shi and M. Wang, "Satellite observations of flood-driven mississippi river plume in the spring of 2008," Geophy. Res. Lett. vol. 36, p. L07607, 2009, http://dx.doi.org/10.1029/2009GL037210.
51. Y. H. Ding, Monsoons Over China.: Kluwer Academic Publishers, 1994.
52. R. P. Stumpf and J. R. Pennock, "Calibration of a general optical equation for remote sensing of suspended sediments in a moderately turbid estuary," J. Geophys. Res., vol. 94, pp. 14363-14371, 1989.
53. D. G. Bowers, S. Boudjelas, and G. E. L. Harker, "The distribution of fine suspended sediments in the surface waters of the Irish sea and its relation to tidal stirring," Int. J. Remote Sens., vol. 19, pp. 2789-2805, 1998. (Pubitemid 28560696)
54. H. R. Gordon, O. B. Brown, R. H. Evans, J. W. Brown, R. C. Smith, K. S. Baker, and D. K. Clark, "A semianalytic radiance model of ocean color," J. Geophys. Res., vol. 93, pp. 10909-10924, 1988.
55. K. G. Ruddick, V. D. Cauwer, Y. J. Park, and G. Moore, "Seaborne measurements of near infrared water-leaving reflectance: The similarity spectrum for turbid waters," Limnol. Oceanogr., vol. 51, pp. 1167-1179, 2006.
56. M. Doron, S. Belanger, D. Doxaran, and M. Babin, "Spectral variations in the near-infrared ocean reflectance," Remote Sens. Environ., vol. 115, pp. 1617-1631, 2011.
57. W. Shi and M. Wang, "Satellite views of the Bohai Sea, Yellow Sea, and East China Sea," Prog. Oceanogr., vol. 104, pp. 35-45, 2012.