2020UiTM Institutional Repositories (Universiti Teknologi MARA)Open access

Estimation of total suspended solid [TSS] using Landsat 8 Oli / Nursyahida Ruslee

Nursyahida Ruslee

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Abstract

The irresponsible discharge to the river becomes major issues and it cause pollution in the river. The Department of Environment (DOE) was use six parameters to calculate the water quality such as Dissolved Oxygen (DO), Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Ammoniacal Nitrogen (NH3-N), Suspended Solids (SS), and PH. However, eroded materials entering water body will be suspended and accumulated. Suspended Materials or Total Suspended Solid (TSS) will increase the turbidity of water, which can affect the quality of water. Remote Sensing technology can be used to estimate Total Suspended Solid (TSS). The objective of this study was 1) to determine the suitable bands for TSS estimation. 2) To estimate spatial distribution of TSS using selected band. The method used for modelling the TSS using correlation analysis and regression analysis. The data used is the empirical modelling single band of visible, NIR and SWIR of Landsat 8 OLI and field data collection conducted by Department of Environment (DOE). In conclude, the results revealed that mapping the distribution and estimated value of TSS in Klang River can be performed more suitable in band 3. This is because, the Standard Error (SE) of predicted TSS value is 10.24 mg/L lower from another band.

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The irresponsible discharge to the river becomes major issues and it cause pollution in the river. The Department of Environment (DOE) was use six parameters to calculate the water quality such as Dissolved Oxygen (DO), Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Ammoniacal Nitrogen (NH3-N), Suspended Solids (SS), and PH. However, eroded materials entering water body will be suspended and accumulated. Suspended Materials or Total Suspended Solid (TSS) will increase the turbidity of water, which can affect the quality of water. Remote Sensing technology can be used to estimate Total Suspended Solid (TSS). The objective of this study was 1) to determine the suitable bands for TSS estimation. 2) To estimate spatial distribution of TSS using selected band. The method used for modelling the TSS using correlation analysis and regression analysis. The data used is the empirical modelling single band of visible, NIR and SWIR of Landsat 8 OLI and field data collection conducted by Department of Environment (DOE). In conclude, the results revealed that mapping the distribution and estimated value of TSS in Klang River can be performed more suitable in band 3. This is because, the Standard Error (SE) of predicted TSS value is 10.24 mg/L lower from another band.

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Available abstract

The irresponsible discharge to the river becomes major issues and it cause pollution in the river. The Department of Environment (DOE) was use six parameters to calculate the water quality such as Dissolved Oxygen (DO), Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Ammoniacal Nitrogen (NH3-N), Suspended Solids (SS), and PH. However, eroded materials entering water body will be suspended and accumulated. Suspended Materials or Total Suspended Solid (TSS) will increase the turbidity of water, which can affect the quality of water. Remote Sensing technology can be used to estimate Total Suspended Solid (TSS). The objective of this study was 1) to determine the suitable bands for TSS estimation. 2) To estimate spatial distribution of TSS using selected band. The method used for modelling the TSS using correlation analysis and regression analysis. The data used is the empirical modelling single band of visible, NIR and SWIR of Landsat 8 OLI and field data collection conducted by Department of Environment (DOE). In conclude, the results revealed that mapping the distribution and estimated value of TSS in Klang River can be performed more suitable in band 3. This is because, the Standard Error (SE) of predicted TSS value is 10.24 mg/L lower from another band.

Key concepts: Total suspended solids, Suspended solids, Turbidity, Ammoniacal nitrogen, Biochemical oxygen demand, Volatile suspended solids, Water quality, Chemical oxygen demand

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