Water Quality Assessment Using Remote Sensing and GIS for In-shore Marine Environment Suitability

Ruslisan Ruslisan, Nur H Kalam, Aglis C Dwininta, Muhammad H Habibi, Ernawati T Rahayu, Nur khovia Dewi, Eleonora E Henny K, Wirastuti Widyatmanti

Abstract

In-shore marine environment and its adjoining estuary has a potential susceptibility to water pollution due to the continuous discharge of its unhealthy catchment. Seawater quality studies commonly require a very detailed water sampling and analysis, leading to high expenditures on time and energy. This study aims to examine the water quality of the Dodokan Estuary using remote sensing and geographic information system (GIS) approaches, and to determine the most appropriate water environment mapping unit for marine environment suitability studies. Landsat 8 and QuickBird® were used to extract water quality parameters using related spectral transformations. Field surveys were conducted concurrently to the Landsat 8 acquisition time on the study area, to collect water samples for laboratory analysis including sea surface temperature (SST), chlorophyll-a, Dissolved Oxygen (DO), and Total Suspended Solid (TSS). Mapping units were generated based on visual interpretation on QuickBird® for estuarine plumes, to identify the possible distribution of suspended material from its catchment. The statistical analyses present that the parameter extracted from the satellite imagery and from laboratory analysis produces R values of 0.7 in average, despite its low value on chlorophyll-a. By utilizing assorted sea-water marine suitability criteria, it can be concluded that the inshore marine environment in the Dodokan Estuary and its surrounding area are suitable for various biota conservation e.g. coral, sea-grass, and mangrove, and in contrast, marine aquaculture. The knowledgeable uses of remote sensing and GIS also assist the sea-water qualities assessment mapping in term of providing boarder understanding of a water environment condition to effectively minimize the cost of sampling.

Keywords

environmental suitability, inshore marine, remote sensing & GIS, water quality assessment

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References

Bird, E.F. and O.T.R. Ongkosongo. 2000. Environmental Change of the Coast of Indonesia. United Nations, University of Tokyo.

Boyd, C.E. 2015. Water quality: an introduction. Springer. Switzerland.

Brando, E.V. and G.A. Dekker. 2003. Satellite Hyperspectral Remote Sensing for Estimating Estuarine and Coastal Water Quality. IEEE Geoscience and Remote Sensing Letters, 41(6) : 1378-1387.

Campbell, G., R.S. Phinn, A.G. Dekker, and E.V. Brando. 2011. Remote sensing of water quality in an Australian tropical freshwater impoundment using matrix inversion and MERIS images. Remote Sensing of Environment, 115 (9) : 2402-2414.

CSIRO Australia. 2003. The Australian AVHRR Data Set at CSIRO/EOC: Origins, Processes, Holdings and Prospects. Earth Observation Centre Report: Australia.

Chander, G.L.B. and J.A. Barsi. 2007. Revised Landsat-5 Thematic Mapper Radiometric Calibration. IEEE Geoscience and Remote Sensing Letters, 4 (3) : 490-494.

Chander, G., B.L. Markham, and D.L. Helder. 2009. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sensing of Environment, 113 : 893-903.

EPA. 2012. Recreational Water Quality Criteria. Health and Ecological Criteria Division, Office of Science and Technology: United States.

FAO. 2009. Environmental impact assessment and monitoring in aquaculture. FAO Fisheries and Aquaculture Technical Paper, No. 527. Rome. 57 pp.

Green, E.P., A.P. Mumby, J.A. Edwards, and D.C. Clark. 2000. Remote Sensing Handbook for Tropical Coastal Management. United Nations Educational, Scientific and Cultural Organization: Paris.

Hoffmann, A., J. Penner, K. Vohland, W. Cramer, R. Doubleday, K. Henle, and L. Penev. 2014. The need for an integrated biodiversity policy support process–Building the European contribution to a global Biodiversity Observation Network (EU BON). Nature Conservation, 6, 49.

Hutabarat, S. 2000. ProduktivitasPerairandan Plankton.Universitas Diponegoro: Semarang.

Kishino. 1998. In-Water Algorithms for ADEOS/OCTS. Journal of Oceanography, 54 : 431 - 436.

Krisnayanti, B.D., C.W. Anderson, W.H. Utomo, X. Feng, E. Handayanto, N. Mudarisna, and H. Ikram. 2012. Assessment of environmental mercury discharge at a four-year-old artisanal gold mining area on Lombok Island, Indonesia. Journal of Environmental Monitoring, 14 (10) : 2598-2607.

Lung, W.S. 1993. Water quality modelling: application to estuaria. Vol. II CRC Press. Florida.

MFE (Ministry for the Environment). 2003. Keputusan Menteri nomor 111 tahun 2003 tentang Baku Mutu Air Limbah Domestik. Menteri Negara Lingkungan Hidup.

My, H.H.T. and S. Takeda. 2015. Decentralization in Mangrove Restoration: a Critical Analysis–Case study in Central Coast of Vietnam.

Pan, X., G.T.F. Wong, T.-Y. Ho, F.-K. Shiah, and H. Liu. 2013. Remote sensing of picophytoplankton distribution in the northern South China Sea. Remote Sensing of Environment, 128 : 162–175.

Putra, I.B.G. 2007. Kajian DAS Jangkok serta Alternatif Penanganannya. Jurnal Kualitas Air, 8 (2).

Quinn, P. 2014. Catchment systems science and management: from evidence to resilient landscapes. In EGU General Assembly Conference Abstracts,16, pp. 8117

Rimmer J.C., M.B. Collins, and C.B. Pattiaratchi. 2007. Mapping of water quality in coastal waters using Airborne Thematic Mapper data. International Journal of Remote Sensing, 8 (1) : 85-102.

Siswanto, B., B.D. Krisnayani, W.H. Utomo, C.W.N. Anderson. 2012.

Rehabilitation of artisanan gold mining land in West Lombok, Indonesia: Characterization of overburden and the surrounding soil. Journal of Geology and Mining Research, 4(1).

Sabia, R., D. Fernández-Prieto, J. Shutler, C. Donlon, P. Land, and N. Reul. 2015. Remote sensing of surface ocean PH exploiting sea surface salinity satellite observations. In Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International (pp. 106-109). IEEE.

USGS. 2015. Using the USGS Landsat 8 Product. Available at: http://landsat.usgs.gov/ Landsat8_Using_ Product.php.

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