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2014 | OriginalPaper | Buchkapitel

12. Application of Advanced Remote Sensing Techniques to Improve Modeling Estuary Water Quality

verfasst von : A. K. M. Azad Hossain, Yafei Jia, Xiaobo Chao, Mustafa Altinakar

Erschienen in: Remote Sensing and Modeling

Verlag: Springer International Publishing

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Abstract

Estuaries, the interface between terrestrial and coastal waters are an important component of complex and dynamic coastal watersheds. They are usually characterized by abrupt chemical gradients and complex dynamics, which can result in major transformations in the amount, chemical nature and timing of the flux of material along these river–sea transition zones. The ecological functioning of these areas is considered to be of major concern, as estuaries offer the last opportunity to manage water quality problems before they become uncontrollable in the coastal waters.

Numerical models can provide hydrodynamically computed water quality data to study estuary water quality, but they have problems with initializations, boundary conditions, calibration, and validation. Another way is to use remote sensing technology, but they provide only surface observations and there are challenges related to cloud coverage, ground truthing, and variable spatial and temporal resolution.

Although both methods have weaknesses when used together, they can become a powerful tool to study water quality in estuary. This has been demonstrated through recent application of this capability to study water quality problem in Lake Pontchartrain. This study evaluated the use of Landsat 5 TM multispectral imagery to generate spatially distributed water quality data for use in CCHE2D Water Quality model to improve its performance in this estuary to simulate sediment transport, predict algal bloom and monitor salinity after the Bonnet Carré Spillway opening event in 1997. The outcome of this research clearly indicates that the application of remote sensing techniques for estuarine water quality study can be advanced by integrating them with numerical water quality models.

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Vorheriges Kapitel Advances in Video Monitoring of the Beach and Nearshore: The Long-Term Perspective

Nächstes Kapitel Developments in Salt Marsh Topography Analysis Using Airborne Infrared Photography

Baban SMJ (1997) Environmental monitoring of estuaries; estimating and mapping various environmental indicators in Breydon Water Estuary, UK, using Landsat TM imagery. Estuar Coast Shelf Sci 44:589–598CrossRef

Binding CE, Bowers DG, Mitchelson-Jacob EG (2005) Estimating suspended sediment concentrations from ocean color measurements in moderately turbid waters; the impact of variable particle scattering properties. Remote Sens Environ 94:373–383CrossRef

Caraco NF (1995) Influence of human populations on P transfers to aquatic systems: a regional scale study using large rivers. In: Tiessen H (ed) Phosphorus in the global environment. SCOPE 54. Wiley, New York, pp 235–247

Chander G, Markham BL (2003) Revised Landsat 5 TM radiometric calibration procedures, and post calibration dynamic ranges. IEEE Trans Geosci Remote Sens 41:2674–2677CrossRef

Chander G, Markham B, Helder DL (2009) Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sens Environ 113:893–903CrossRef

Chao X, Jia Y, Shields FD, Wang SSY, Cooper CMM (2008) Three-dimensional numerical modeling of cohesive sediment transport and wind wave impact in a shallow Oxbow lake. Adv Water Resour 31:1004–1014CrossRef

Cracknell AP, Newcombe SK, Black AF, Kirby NE (2001) The ADMAP (algal bloom detection, monitoring and prediction) concerted action. Int J Remote Sens 22:205–247CrossRef

Dekker AG, Malthus TJ, Hoogenboom HJ (1995) The remote sensing of inland water quality. In: Plummer SE, Danson FM (eds) Advances in environmental remote sensing. Wiley, New York, pp 123–142

Dekker AG, Vos RJ, Peters SWM (2001) Comparison of remote sensing data, model results and in situ data for total suspended matter (TSM) in the southern Frisian lakes. Sci Total Environ 268:197–214CrossRef

Department of Natural Resources (1997) Bonnet Carré spillway opening. Hydrographic data report, final report

Dewidar K, Khedr A (2001) Water quality assessment with simultaneous Landsat-5 TM at Manzala Lagoon, Egypt. Hydrobiologia 457:49–58CrossRef

Dortch Q, Peterson J, Turner R (1998) Algal bloom resulting from the opening of the Bonnet Carré spillway in 1997. Fourth bi-annual basics of the basin symposium. United States Geological Survey, pp 28–29

Glasgow HB, Burkholder JM, Reed RE, Lewitus AJ, Kleinman JE (2004) Real-time remote monitoring of water quality: a review of current applications, and advancements in sensor, telemetry, and computing technologies. J Exp Mar Biol Ecol 300:409–448CrossRef

Gulf Engineers and Consultants (GEC) (1998) Biological and recreational monitoring of the impacts of 1997 opening of the Bonnet Carré spillway Southeastern Louisiana. Final report to U.S. Army Corps of Engineers, New Orleans, Louisiana

Han L, Jordan KJ (2005) Estimating and mapping chlorophyll-a concentration in Pensacola Bay, Florida using Landsat ETM+ data. Int J Remote Sens 26(23):5245–5254CrossRef

Härmä P, Vepsäläinen J, Hannonen T, Pyhälahti T, Kämäri J, Kallio K (2001) Detection of water quality using simulated satellite data and semi empirical algorithms in Finland. Sci Total Environ 268:107–121CrossRef

Hellweger FL, Schlosser P, Lall U, Weissel JK (2004) Use of satellite imagery for water quality studies in New York Harbor. Estuar Coast Shelf Sci 61:437–448CrossRef

Hossain A, Jia Y, Chao X (2010) Development of remote sensing based index for estimating/mapping suspended sediment concentration in river and lake environments. In: Proceedings of 8th international symposium on ECOHYDRAULICS (ISE 2010), September 12–16, 2010, COEX, Seoul, Republic of Korea, paper no. 0435, pp 578–585

Hu C, Chen Z, Clayton TD, Swarzenski P, Brock JC, Muller-Karger FE (2004) Assessment of estuarine water-quality indicators using MODIS medium- resolution bands: initial results from Tampa Bay, FL. Remote Sens Environ 93:423–441CrossRef

Jia Y, Wang SSY (1999) Numerical model for channel flow and morphological change studies. J Hydraul Eng 125(9):924–933CrossRef

Jia Y, Wang SYY, Xu Y (2002) Validation and application of a 2D model to channels with complex geometry. Int J Comput Eng Sci 3(1):57–71CrossRef

Khorram S (1982) Remote-sensing of salinity in the San-Francisco Bay Delta. Remote Sens Environ 12:15–22CrossRef

Lathrop RG (1992) Landsat Thematic Mapper monitoring of turbid inland water quality. Photogramm Eng Remote Sens 58(4):465–470

Lavery P, Pattiaratchi C, Wyllie A, Hick P (1993) Water quality monitoring in estuarine waters using the Landsat Thematic Mapper. Remote Sens Environ 46:268–280CrossRef

Lindell T, Pierson D, Premazzi G, Zilioli, E. (eds) (1999) Manual for monitoring European lakes using remote sensing techniques. EUR report, vol. 18665. Office for Official Publications of the European Communities (EN), Luxembourg

Manheim FT, Hayes L (2002) Sediment database and geochemical assessment of Lake Pontchartrain Basin. In: Manheim FT, Hayes L (eds) Lake Pontchartrain Basin: bottom sediments and related environmental resources: U.S. Geological Survey professional paper 1634

McCorquodale JA, Georgiou I, Chilmakuri C, Martinez M, Englande AJ (2005) Lake hydrodynamics and recreational activities in the south shore of Lake Pontchartrain, Louisiana, NOAA technical report

Mobley CD (1994) Light and water—radiative transfer in natural waters. Academic, San Diego, 592 pp

National Research Council, C (2000) Clean coastal waters—understanding and reducing the effects of nutrient pollution. National Academy Press, Washington, DC

Penland S, Beall A, Kindinger J (2002) Environmental atlas of the lake Pontchartrain Basin. USGS open file report 02-206

Pettinger LR (1971) Field data collection—an essential element in remote sensing applications. In: Proceedings of the international workshop on Earth resources survey systems, Washington, DC, pp 49–64

Populus J, Hastuti W, Martin JL (1995) Remote sensing as a tool for diagnosis of water quality in Indonesian Seas. Ocean Coast Manag 27(3):197–215CrossRef

Song C, Woodcock CE, Seto KC, Lenney MP, Macomber SA (2001) Classification and change detection using Landsat TM data: when and how to correct atmospheric effects? Remote Sens Environ 75:230–244CrossRef

Teillet PM, Dudelzak AE, Pultz TJ, McNairn H, Chichagov A (2001) A framework for in-situ sensor measurement assimilation in remote sensing. In: Proceedings of the 23rd Canadian symposium on remote sensing, Que’bec City, Que’bec, 21–24 August, pp 111–118

Teillet PM, Gauthier RP, Chichagov A, Fedosejevs G (2002) Towards integrated Earth sensing: advanced technologies for in situ sensing in the context of Earth observation. Can J Remote Sens 28:713–718CrossRef

Turner RF, Dortch Q, Rabalais NN (1999) Effects of the 1997 Bonnet Carré opening on nutrients and phytoplankton in lake Pontchartrain. Final report submitted to the Lake Pontchartrain Basin Foundation, 117 p

United States Army Corps of Engineers (USACE) (2011) Bonnet Carré spillway overview, spillway pace. http://www.mvn.usace.army.mil/bcarre/2011operation.asp

Vermote E, Tanré D, Deuzé JL, Herman M, Morcrette JJ (1997) Second simulation of satellite signal in the solar spectrum (6S), 6S user guide (v. 2) and 6S code (v. 4.1), July 1997

Wang F, Xu YJ (2008) Development and application of a remote sensing-based salinity prediction model for a large estuarine lake in the US Gulf of Mexico coast. J Hydrol 360:184–194CrossRef

Wang X, Wang Q, Wu Q (2003) Estimating suspended sediment concentration in coastal water of Minjiang River using remote sensing images. J Remote Sens 7(1):54–57

Williams AN, Grabau WE (1973) Sediment concentration mapping in tidal estuaries. In: Third Earth resources technology satellite-1 Sym. NASA SP-351, pp 1347–1386

World Resources Institute (2003) A guide to the global environment—environmental change and human health. The World Resources Institute, The United Nations Environmental Programme, The United Nations Development Program, and The World Bank, New York, pp 1–369

Zhang Y, Jia Y (2009) CCHE2D mesh generator and user’s manual, technical report no. NCCHE-TR-2009-1, University of Mississippi

Titel: Application of Advanced Remote Sensing Techniques to Improve Modeling Estuary Water Quality
verfasst von: A. K. M. Azad Hossain
Yafei Jia
Xiaobo Chao
Mustafa Altinakar
Verlag: Springer International Publishing
Buch: Remote Sensing and Modeling
Print ISBN: 978-3-319-06325-6

Electronic ISBN: 978-3-319-06326-3

Copyright-Jahr: 2014
DOI: https://doi.org/10.1007/978-3-319-06326-3_12

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