Development of Regional TSS Algorithm over Penang using Modis Terra (250 M) Surface Reflectance Product

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Total suspended sediment (TSS) plays a significant role in the environment. Many researchers show that TSS has a high correlation with the red portion of the visible light spectrum. The correlation is highly dependent on geography of the study area. The aim of this study was to develop specific algorithms utilizing corrected MODIS Terra 250-m surface reflectance (Rrs) product (MOD09) to map TSS over the Penang coastal area. Field measurements of TSS were performed during two cruise trips that were conducted on 8 December 2008 and 29 January 2010 over the Penang coastal area. The relationship between TSS and the surface reflectance of MOD09 was analysed using regression analysis. The developed algorithm showed that Rrs are highly correlated with the in-situ TSS with R2 is 0.838. The result shows that the Rrs product could be used to estimate TSS over the Penang area.

Chen, Z., Hu, C. & Muller-Karger F. (2007). Monitoring turbidity in Tampa Bay using MODIS/Aqua 250-m imagery. Remote Sens. Environ., 109(2), 207−220. DOI: 10.1016/j.rse.2006.12.019.

Chu, V.W., Smith, L.C., Rennermalm, A.K., Forster, R.R., Box, J.E. & Reehy N. (2009). Sediment plume response to surface melting and supraglacial lake drainages on the Greenland ice sheet. Journal of Glaciology, 55(194), 1072−1082. DOI: 10.3189/002214309790794904.

Curran, P.J. & Novo E.M.M. (1988). The relationship between suspended sediment concentration and remotely sensed spectral radiance: A review. J. Coast. Res., 4, 351−368.

Doxaran, D., Froidefond, J.M. & Castaing P. (2003). Remote-sensing reflectance of turbid sediment-dominated waters. Reduction of sediment type variations and changing illumination conditions effects by use of reflectance ratios. Applied Optics, 42(15), 2623−2634. DOI: 10.1364/AO.42.002623.

Hu, C., Chen, Z., Clayton, T.D., Swarzenski, P., Brock, J.C. & Muller–Karger F.E. (2004). Assessment of estuarine water-quality indicators using MODIS medium-resolution bands: Initial results from Tampa Bay, FL. Remote Sens. Environ., 93(3), 423−441. DOI: 10.1016/j.rse.2004.08.007.

Kotchenova, S.Y., Vermote, E.F., Matarrese, R. & Klemm Jr, F.J. (2006). Validation of a vector version of the 6S radiative transfer code for atmospheric correction of satellite data. Part I: Path radiance. Applied Optics, 45(26), 6762−6774. DOI: 10.1364/AO.45.006762.

Kuang, R., Zhou, Y. & Zhu Y. (2011). Monitoring transport of suspended sediment in the Nanhui near shore integrating remote sensing images with hydrodynamic model. In 19th International Conference on Geoinformatics (pp. 1−4). Shanghai: IEEE.

Long, C.M. & Pavelsky T.M. (2013). Remote sensing of SS concentration and hydrologic connectivity in a complex wetland environment. Remote Sens. Environ., 129, 197−209. DOI: 10.1016/j.rse.2012.10.019.

Miller, R.L. & McKee B.A. (2004). Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters. Remote Sens. Environ., 93(1−2), 259−266. DOI: 10.1016/j.rse.2004.07.012.

Min, J.-E., Ryu, J.-H., Lee, S. & Son S. (2012). Monitoring of suspended sediment variation using Landsat and MODIS in the Saemangeum coastal area of Korea. Mar. Pollut. Bull., 64(2), 382−390. DOI: 10.1016/j.marpolbul.2011.10.025.

Moreno-Madrinan, M.J., Al-Hamdan, M.Z., Rickman, D.L. & Muller-Karger F.E. (2010). Using the surface reflectance MODIS Terra product to estimate turbidity in Tampa Bay, Florida. Remote Sensing, 2(12), 2713−2728. DOI: 10.3390/rs2122713.

Pavelsky, T.M. & Smith L.C. (2009). Remote sensing of suspended sediment concentration, flow velocity, and lake re-charge in the Peace-Athabasca Delta, Canada. Water Resources Research, 45(11). DOI: 10.1029/2008WR007424.

Petus, C., Chust, G., Gohin, F., Doxaran, D., Froidefond, J.M. & Sagarminaga Y. (2010). Estimating turbidity and total suspended matter in the Adour River plume (South Bay of Biscay) using MODIS 250-m imagery. Continental Shelf Research, 30(5), 379−392. DOI: 10.1016/j.csr.2009.12.007.

Ritchie, J.C., Schiebe, F.R. & McHenry J.R. (1976). Remote sensing of Ss in surface water. Photogrammetric Engineering and Remote Sensing, 42, 1539−1545.

Rodríguez-Guzmán, V. & Gilbes-Santaella F. (2009). Using MODIS 250 m imagery to estimate total suspended sediment in a tropical open bay. International Journal of Systems Applications, Engineering & Development, 3, 36−44.

Villar, E.R., Martinez, J.-M., Le Texier, M., Guyot, J.-L., Fraizy, P., Meneses, P.R. & Oliveira E.D. (2013). A study of sediment transport in the Madeira River, Brazil, using MODIS remote-sensing images. Journal of South American Earth Sciences, 44, 45−54. DOI: 10.1016/j.jsames.2012.11.006.

Wang, F., Zhou, B., Xu, J., Song, L. & Wang X. (2009). Application of neural network and MODIS 250 m imagery for estimating suspended sediment concentration in Hangzhou Bay, China. Environ. Geol., 56(6), 1093−1101. DOI: 10.1007/s00254-008-1209-0.

Wang, J. J., & Lu, X. X. (2010). Estimation of suspended sediment concentrations using Terra MODIS: An example from the Lower Yangtze River, China. Sci. Total Environ., 408(5), 1131−1138. DOI: 10.1016/j.scitotenv.2009.11.057.

Ekológia (Bratislava)

The Journal of Institute of Landscape Ecology of Slovak Academy of Sciences

Journal Information

CiteScore 2017: 0.52

SCImago Journal Rank (SJR) 2017: 0.211
Source Normalized Impact per Paper (SNIP) 2017: 0.324

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