Using in situ and satellite hyperspectral data to estimate the surface suspended sediments concentrations in the pearl river estuary

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

Volumn 6, Issue 2, 2013, Pages 731-738

  Xing, Qianguo ^a   Lou, Mingjing ^a   Chen, Chuqun ^b   Shi, Ping ^a  

^a YANTAI INSTITUTE OF COASTAL ZONE RESEARCH   (China)

^b SOUTH CHINA SEA INSTITUTE OF OCEANOLOGY   (China)

Author keywords

Hyperion; Pearl River Estuary; remote sensing; suspended sediments; total inorganic particles; total suspended matter; turbidity

Indexed keywords

HIGH SPECTRAL RESOLUTION; HYPERION; INORGANIC PARTICLES; PEARL RIVER ESTUARY; REMOTE-SENSING REFLECTANCE; ROOT MEAN SQUARE ERRORS; SUSPENDED SEDIMENTS CONCENTRATION; TOTAL SUSPENDED MATTER;

BIOGEOCHEMISTRY; ESTIMATION; MEAN SQUARE ERROR; REFLECTION; REGRESSION ANALYSIS; REMOTE SENSING; SUSPENDED SEDIMENTS; TURBIDITY; WATER ANALYSIS;

ESTUARIES;

CONCENTRATION (COMPOSITION); DATA PROCESSING; ESTIMATION METHOD; ESTUARINE SEDIMENT; HYPERION; IN SITU MEASUREMENT; INORGANIC MATTER; REGRESSION ANALYSIS; SATELLITE IMAGERY; SPATIAL ANALYSIS; SPECTRAL ANALYSIS; SPECTRAL RESOLUTION; SUSPENDED SEDIMENT; TURBIDITY;

CHINA; GUANGDONG; ZHUJIANG ESTUARY;

HYPERION;

EID: 84877925246     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2238659     Document Type: Article

References (31)

1. J. D. Milliman and J. P. M. Syvitski, "Geomorphic/tectonic control of sediment discharge to the ocean: The importance of small mountainous rivers," J. Geol. , vol. 100, no. 5, pp. 325-344, Sep. 1992.
2. A. Turner and G. . E. Millward, "Suspended particles: Their role in estuarine biogeochemical cycles," Estuar. Coast. Shelf. S. , vol. 55, no. 6, pp. 857-883, 2002. (Pubitemid 36219240)
3. J. C. Ritchie, F. R. Schiebe, and J. R. McHenry, "Remote sensing of suspended sediment in surface water," Photogramm. Eng. Remote. S. , vol. 42, no. 12, pp. 1539-1545, Dec. 1976. (Pubitemid 8002180)
4. D. G. Goodin, L. Han, R. N. Fraser, D. C. Rundquist,W. A. Stebbins, and J. F. Schalles, "Analysis of suspended solids in water using remotely sensed high resolution derivative spectra," Photogramm. Eng. Remote. S. , vol. 59, no. 4, pp. 505-510, 1993.
5. C. Chen, S. Tang, Z. Pan, H. Zhan, M. Larson, and L. Jönsson, "Remotely sensed assessment of water quality levels in the Pearl River Estuary, China," Mar. Pollut. Bull. , vol. 54, no. 8, pp. 1267-1272, Aug. 2007. (Pubitemid 47094828)
6. J. Chen andW. Quan, "Using LandsatTMimagery to estimate nitrogen and phosphorus concentration in Taihu Lake, China," IEEE J. Sel. Topics. Appl. Earth Observ. Remote. Sens. , vol. 5, no. 1, pp. 273-280, Feb. 2012.
7. S. Ouillon, P. Douillet, A. Petrenko, J. Neveux, C. Dupouy, J. M. Froidefond, S. Andréfouët, and A. Muñoz-Caravaca, "Optical algorithms at satellite wavelengths for total suspended matter in tropical coastal waters," Sens. , vol. 8, no. 7, pp. 4165-4185, Jul. 2008.
8. 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, no. C10, pp. 14363-14371, 1989.
9. D. Doxaran, R. C. N. Cherukuru, and S. J. Lavender, "Use of reflectance band ratios to estimate suspended and dissolved matter concentrations in estuarine waters," Int. J. Remote. Sens. , vol. 26, no. 8, pp. 1763-1769, Apr. 2005. (Pubitemid 40758010)
10. S. Tassan, "Local algorithm using SeaWiFS data for the retrieval of phytoplankton, pigments, suspended sediment and yellow substance in coastal waters," Appl. Opt. , vol. 33, no. 12, pp. 2369-2378, 1994. (Pubitemid 24405207)
11. S. Li, J. Tang, and C. Yun, "A study on the quantitative remote sensing model for the sediment concentration in estuary," Acta Oceanol. Sinica, vol. 24, no. 2, pp. 51-58, 2002.
12. W. Ma, Q. Xing,C. Chen, Y. Zhang, D. Yu, and P. Shi, "Using normalized peak area of remote sensing reflectance in the near-infrared region to estimate total suspended matter," Int. J. Remote. Sens. , vol. 32, no. 22, pp. 7479-7486, Nov. 2011.
13. S. Dai, S. Yang, and A. Cai, "Variation of sediment discharge of the Pearl River basin from 1955 to 2005," Acta Geographica Sinica, vol. 62, no. 5, pp. 545-554, May 2007, (in Chinese). (Pubitemid 47288711)
14. V. E. Brando and A. G. Dekker, "Satellite hyperspectral remote sensing for estimating estuarine and coastal water quality," IEEE Trans. Geosci. Remote Sens. , vol. 41, no. 6, pp. 1378-1387, Jun. 2003.
15. Z. Lee, B. Casey, R. A. Arnone, A. Weidemann, R. Parsons, M. J. Montes, B. C. Gao,W. Goode, C. Davis, and J. Dye, "Water and bottom properties of a coastal environment derived from Hyperion data measured from the EO-1 spacecraft platform," J. Appl. Remote Sens. , vol. 1, no. 1, Dec. 2007.
16. R. Y. Setiawan and A. Habibi, "Satellite detection of summer chlorophyll-A bloom in the gulf of Tomini," IEEE J. Sel. Topics Appl. Earth. Observ. Remote Sens. , vol. 4, no. 4, pp. 944-948, Dec. 2011.
17. R. K. Sarangi, T. Thangaradjou, A. Saravanakumar, and T. Balasubramanian, "Development of nitrate algorithm for the southwest bay of Bengal water and its implication using remote sensing satellite datasets," IEEE J. Sel. Topics Appl. Earth. Observ. Remote Sens. , vol. 4, no. 4, pp. 983-991, Dec. 2011.
18. R. Y. Setiawan andH. Kawamura, "Summertime phytoplankton bloom in the south Sulawesi Sea," IEEE J. Sel. Topics Appl. Earth. Observ. Remote Sens. , vol. 4, no. 1, pp. 241-244, Mar. 2011.
19. M. Lou, Q. Xing, and P. Shi, "Hyperspectral remote sensing for coastal zone and Hyperspectral Imager for the Coastal Ocean," Remote Sensing Technology and Application, (in Chinese), to be published.
20. H. Shi, Q. Xing, C. Chen, P. Shi, and S. Tang, "Using second-derivative spectrum to estimate Chlorophyll-A concentration in turbid estuarine waters," in Proc. SPIE, Symp. Remote Sensing and GIS Data Processing and Applications; and InnovativeMultispectral Technology and Applications, Wuhan, China, 2007, vol. 6790, p. 679032.
21. Q. Xing, C. Chen, H. Shi, P. Shi, and Y. Zhang, "Estimation of chlorophyll-A concentrations in the Pearl River Estuary using in situ hyperspectral data: A case study," Mar. Technol. Soc. J. , vol. 42, no. 4, pp. 22-27, 2008.
22. Q. Xing, P. Shi, C. Chen, and C. Tang, "Preliminary study on using derivative spectrum to estimate suspended sediments concentration of estuarine waters," in Proc. 2nd Sino-German Meeting of Joint Steering Committee on Cooperation in Geosciences, Beijing, China, 2008.
23. Landsat Project Science Office. (2006). Landsat 7 Science Data User's Handbook. [Online] . Available: http://ltpwww. gsfc. nasa. gov/IAS/handbook/ handbook-toc. html
24. K. G. Ruddick, F. Ovidio, and M. Rijkeboer, "Atmospheric correction of SeaWiFS imagery for turbid coastal and inland waters," Appl. Opt. , vol. 39, no. 6, pp. 897-912, 2000.
25. X. M. Xia,Y. Li,H. Yang,C. Y. Wu, T. H. Sing, and H. K. Pong, "Observations on the size and settling velocity distributions of suspended sediment in the Pearl River Estuary, China," Cont. Shelf Res. , vol. 24, no. 16, pp. 1809-1826, Oct. 2004. (Pubitemid 39437951)
26. R. N. Fraser, "Hyperspectral remote sensing of turbidity and chlorophyll-A among Nebraska Sand Hills Lakes," Int. J. Remote. Sens. , vol. 19, no. 8, pp. 1579-1589, 1998. (Pubitemid 28560215)
27. J. Tang, X. Wang, Q. Song, T. Li, J. Chen, H. Huang, and J. Ren, "The statistic inversion algorithms of water constituents for the Huanghai Sea and the East China Sea," Acta Oceanol. Sinica, vol. 23, pp. 617-626, 2004. (Pubitemid 40077725)
28. Z. Lee, C. Hu, R. Arnone, and Z. Liu, "Impact of sub-pixel variations on ocean color remote sensing products," Opt. Express, vol. 20, no. 19, pp. 20844-20854, 2012.
29. W. D. Philpot, "The derivative ratio algorithm: Avoiding atmospheric effects in remote sensing," IEEE Trans. Geosci. Remote Sens. , vol. 29, no. 3, pp. 350-357, May 1991.
30. H. Xue and F. Chai, "Coupled physical-biological model for the Pearl River Estuary: A phosphate limited subtropical ecosystem," in Proc. 7th Int. Conf. Estuarine and Coastal Modeling, St. Petersburg, FL, USA, Nov. 2001.
31. S. Chen, L. Fang, L. Zhang, and W. Huang, "Remote sensing of turbidity in seawater intrusion reaches of Pearl River Estuary-A case study in Modaomen water way, China," Estuar. Coast. Shelf. S. , vol. 82, no. 1, pp. 119-127, Mar. 2009.