|
Poster Session 3
|
Remote sensing of total suspended solids
in penang coastal waters, malaysia
The sediment concentration patterns are consistent with the local distribution pattern (Figure 3). Higher concentration areas are distributed near the river mouths and the shallow southern region of the channel. The plumes in the river mouths were created by river discharges. In the shallow water, the turbidity might be caused by bottom resuspension due to waves and wind actions. The concentration seems to be relatively lower in the deeper part of the sea. Based on the sea truth data as well as earlier reports (Din 1995), we are quite confident of the distribution shown. However, we are unable to establish the validity of the apparent higher concentration on the west coast of Penang Island because of the absence of sea truth data. Further sea truthing for the area will be done to confirm the values. The March TSS pattern was dominated by high concentration.

Figure 2 Regression results for TSS

(a)

(b)
Figure 3 Distribution of TSS on (a) 2 February 1999 and (b) 22 March 1999 (colour code: blue 0-50, green 55-100, yellow 100-150,orange 150-200, red >200 mg l-1)
Conclusion
With the present constraints of having only two scenes, the proposed model was found to provide a useful multi-date TM water quality calibration model for the Penang Strait. The accuracy of the sea truth data played a very important role in determining the reliability of the calibrated algorithm and the quality of the generated water quality maps. The feasibility of applying the present techniques for operational use has to be further validated. Therefore more data will be required for this verification analysis.
Acknowledgements
This project was carried out using the Malaysian Government IRPA grant no.08-02-05-6011. We would like to thank the technical staff and research officer who participated in this project. Thanks are extended to MACRES and USM for support and encouragement
References
-
Allee, R. J. and Johnson, J. E., 1999. Use of satellite imagery to estimate surface chlorophyll-a and Secchi disc depth of Bull Shoals, Arkansas, USA, International Journal of Remote Sensing, 20, 1057-1072.
- Baban, S. M., 1993. Detecting water quality parameters in the Norfolk Broads, U. K., using Landsat imagery. International Journal of Remote Sensing, 14: 1247-1267.
- Choubey, V. K. and Subramaniam, V., 1992. Estimation of suspended solids using Indian Remote Sensing Satellite-1A data: a case study from Central India. International Journal of Remote Sensing, 13: 1473-1486
- Dekker, A. G. and Peters, S. W. M., 1993. The use of Thematic Mapper for the analysis of eutrophic lakes: a case study in the Netherlands. International Journal of Remote Sensing, 14: 799-821.
- Din, Z. B., 1995. Environmental impact assessment study of the proposed 275kV overhead cable crossing: Juru to Bayan Lepas. Final consultancy report submitted to the Tenaga National Berhad.
- Ekstrand, S., 1992. Landsat TM based quantification of chlorophyll-a during algae blooms in coastal waters. International Journal of Remote Sensing, 13, 10, 1913-1926.
- Forster, B. C. Xingwei, I. S., and Baide, X., 1993. Remote sensing of water quality parameters using landsat TM. International Journal of Remote Sensing, 14: 2759-2771.
- Gallegos, C. L. and Correl, D. L., 1990. Modelling spectral diffuse attenuation,absorption and scattering coefficients in a turbid estuary. Limnology and Oceanography, 35, 1486-1502.
- Gallie, E. A. and Murtha, P. A., 1992. Specific absorption and backscattering spectra for suspended minerals and chlorophyll-a in Chilko Lake, British Columbia. Remote Sensing of Environment, 39, 103-118.
- Keiner, L. and Yan, X-H., 1998. A neural network model for estimating sea surface chlorophyll and sediments form Themitic Mapper imagery. Remote Sensing of Environment, 66: 153-165.
- Kirk, J. T. O., 1984. Dependence of relationship between inherent and apparent optical properties of water on solar altitude. Limnology and Oceanography, 29, 350-356.
- Lathrop, R. G., Lilliesand, T. T., and Yandel, B. S. 1991. Testing the utility of simple multi-date Thematic Mapper calibration algorithms for monitoring turbid inland waters. International Journal of Remote Sensing, 12: 2405-2063.
- Ritchie, C. J., Cooper, C. M., and Schiebe, F. R., 1990. The relationship of MSS and TM digital data with suspended sediment, chlorophyll and temperature in Moon Lake, Mississipi. Remote Sensing of environment, 33, 137-148.
- Schiebe, F. R., Harrington, J. A., and Ritchie, J. C., 1992. Remote sensing of suspended sediments: the Lake Chikot, Arkansas project. International Journal of Remote Sensing, 13: 1487-1509
- Strickland, J. D. H. and Parsons, T. R., 1972. A practical handbook of seawater analysis.
|
|
|
|
|