Remote monitoring of sediment dynamics in a coastal lagoon: Long-term spatio-temporal variability of suspended sediment in Chilika

Abstract We present a comprehensive analysis of sediment dynamics in a coastal lagoon by synthesizing various remote sensing datasets. The goal of the study was to monitor and analyze the spatio-temporal variability of total suspended sediment (TSS) concentration and associated environmental forcings in Chilika Lagoon, the largest brackish water lagoon in Asia. Moderate Resolution Imaging Spectroradiometer (MODIS) surface reflectance cloud free data was used to calibrate a TSS model. MODIS daily 250 m surface reflectance (MOD09GQ) and 8-day composite products (MOD09Q1) were chosen because they are atmospherically corrected and available for free thus making them widely applicable for frequent monitoring of environmental phenomena. Three variants of Miller and McKee (2004) TSS model were recalibrated to establish the relationship between in situ TSS and surface reflectance value in band 1 (Rrs at 645 nm). A significant relationship (R2 = 0.91; n = 54; p

[1]  Guofeng Wu,et al.  Using remotely sensed suspended sediment concentration variation to improve management of Poyang Lake, China , 2013 .

[2]  D. Rossiter,et al.  Estimation on Suspended Sedimentation Concentration of Poyang Lake Using MODIS and Hyperspectral Data , 2008 .

[3]  C. Binding,et al.  Estimating suspended sediment concentrations from ocean colour measurements in moderately turbid waters; the impact of variable particle scattering properties , 2005 .

[4]  F. R. Schiebe,et al.  REMOTE SENSING OF SUSPENDED SEDIMENTS IN SURFACE WATERS , 1976 .

[5]  Jessica Amacher,et al.  Assessing the potential of Medium‐Resolution Imaging Spectrometer (MERIS) and Moderate‐Resolution Imaging Spectroradiometer (MODIS) data for monitoring total suspended matter in small and intermediate sized lakes and reservoirs , 2010 .

[6]  Rim Katlane,et al.  Chlorophyll and turbidity concentrations deduced from MODIS as an index of water quality of the Gulf of Gabes in 2009 , 2012 .

[7]  Robert F. Chen,et al.  Properties of the Water Column and Bottom Derived from Airborne Visible Infrared Imaging Spectrometer (AVIRIS) Data , 2001 .

[8]  David Doxaran,et al.  Dynamics of the turbidity maximum zone in a macrotidal estuary (the Gironde, France): Observations from field and MODIS satellite data , 2009 .

[9]  D. Mishra,et al.  Plume and bloom: effect of the Mississippi River diversion on the water quality of Lake Pontchartrain , 2010 .

[10]  M. A. Harwell,et al.  Detecting the spatial and temporal variability of chlorophyll-a concentration and total suspended solids in Apalachicola Bay, Florida using MODIS imagery , 2010 .

[11]  Ronald L. Vogel,et al.  The development of a new optical total suspended matter algorithm for the Chesapeake Bay , 2012 .

[12]  Shuisen Chen,et al.  An enhanced MODIS remote sensing model for detecting rainfall effects on sediment plume in the coastal waters of Apalachicola Bay. , 2011, Marine environmental research.

[13]  Craig S. Tucker,et al.  Quantifying cyanobacterial phycocyanin concentration in turbid productive waters: A quasi-analytical approach , 2013 .

[14]  Tarmo Kõuts,et al.  Operational monitoring of suspended matter distribution using MODIS images and numerical modelling , 2006 .

[15]  D. Mishra,et al.  Normalized difference chlorophyll index: A novel model for remote estimation of chlorophyll-a concentration in turbid productive waters , 2012 .

[16]  D. Mishra,et al.  Interannual and cyclone-driven variability in phytoplankton communities of a tropical coastal lagoon. , 2015, Marine pollution bulletin.

[17]  David Doxaran,et al.  Estimating turbidity and total suspended matter in the Adour River plume (South Bay of Biscay) using MODIS 250-m imagery , 2010 .

[18]  J. Brock,et al.  Assessment of estuarine water-quality indicators using MODIS medium-resolution bands: initial results from Tampa Bay, FL , 2004 .

[19]  Hugh L. MacIntyre,et al.  A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation , 2011 .

[20]  Ramesh P. Singh,et al.  Chlorophyll, calcite, and suspended sediment concentrations in the Bay of Bengal and the Arabian Sea at the river mouths , 2010 .

[21]  Girija Jayaraman,et al.  Numerical Simulation of Circulation and Salinity Structure in Chilika Lagoon , 2007 .

[22]  Mohammad Z. Al-Hamdan,et al.  Using the Surface Reflectance MODIS Terra Product to Estimate Turbidity in Tampa Bay, Florida , 2010, Remote. Sens..

[23]  Els Knaeps,et al.  A single algorithm to retrieve turbidity from remotely-sensed data in all coastal and estuarine waters , 2015 .

[24]  M. Gupta Chromaticity analysis of the Chilika lagoon for total suspended sediment estimation using RESOURCESAT-1 AWiFS data — A case study , 2013 .

[25]  Liu Can-de,et al.  QUANTITATIVE MODELING OF SUSPENDED SEDIMENT IN MIDDLE CHANGJIANG RIVER FROM MODIS , 2006 .

[26]  Arnold G. Dekker,et al.  Analytical algorithms for lake water TSM estimation for retrospective analyses of TM and SPOT sensor data , 2002 .

[27]  Eurico J. D'Sa,et al.  Chromophoric Dissolved Organic Matter and Dissolved Organic Carbon from Sea-Viewing Wide Field-of-View Sensor (SeaWiFS), Moderate Resolution Imaging Spectroradiometer (MODIS) and MERIS Sensors: Case Study for the Northern Gulf of Mexico , 2013, Remote. Sens..

[28]  Response of Lake Superior to mesoscale wind forcing: A comparison between currents driven by QuikSCAT and buoy winds , 2004 .

[29]  Liu Yao,et al.  Monitoring of TSS concentration in Poyang Lake based on MODIS data , 2011 .

[30]  S. Peters,et al.  Comparison of remote sensing data, model results and in situ data for total suspended matter (TSM) in the southern Frisian lakes. , 2001, The Science of the total environment.

[31]  S. Bramha,et al.  Spatial Variation in Hydrological Characteristics of Chilika–a Coastal Lagoon of India , 2008 .

[32]  C. Justice,et al.  Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation , 1997 .

[33]  Shuisen Chen,et al.  Remote sensing assessment of sediment re-suspension during Hurricane Frances in Apalachicola Bay, USA , 2009 .

[34]  D. Mishra,et al.  Performance evaluation of normalized difference chlorophyll index in northern Gulf of Mexico estuaries using the Hyperspectral Imager for the Coastal Ocean , 2014 .

[35]  S. Acharya,et al.  Variation of water quality in Chilika lake, Orissa , 2004 .

[36]  Richard L. Miller,et al.  Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters , 2004 .

[37]  Monitoring and Modelling of Chilika Environment Using Remote Sensing Data , 2008 .

[38]  Son V. Nghiem,et al.  Wind Fields over the Great Lakes Measured by the SeaWinds Scatterometer on the QuikSCAT Satellite , 2004 .

[39]  Guofeng Wu,et al.  Comparison of MODIS-based models for retrieving suspended particulate matter concentrations in Poyang Lake, China , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[40]  F. Muller‐Karger,et al.  Monitoring turbidity in Tampa Bay using MODIS/Aqua 250-m imagery , 2007 .

[41]  V. Sarma,et al.  Influence of net ecosystem metabolism in transferring riverine organic carbon to atmospheric CO2 in a tropical coastal lagoon (Chilka Lake, India) , 2008 .

[42]  S. R. Pal,et al.  Use of IRS-1B data for change detection in water quality and vegetation of Chilka lagoon, east coast of India , 2002 .

[43]  F. R. Schiebe,et al.  Remote sensing of suspended sediments : the lake Chicot, Arkansas project , 1992 .

[44]  Ronghua Ma,et al.  Application of MODIS data in monitoring suspended sediment of Taihu Lake, China , 2009 .

[45]  Wu Guofeng,et al.  Time-series MODIS images-based retrieval and change analysis of suspended sediment concentration during flood period in Lake Poyang , 2009 .

[46]  K. K. Satapathy,et al.  Variability of nutrients and phytoplankton biomass in a shallow brackish water ecosystem (Chilika Lagoon, India) , 2009, Limnology.

[47]  ZhongPing Lee,et al.  Bio-Optical Inversion in Highly Turbid and Cyanobacteria-Dominated Waters , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[48]  Xin Qian,et al.  Time-series MODIS Image-based Retrieval and Distribution Analysis of Total Suspended Matter Concentrations in Lake Taihu (China) , 2010, International journal of environmental research and public health.

[49]  Paul V. Zimba,et al.  Remote Sensing Techniques to Assess Water Quality , 2003 .

[50]  Yan Bai,et al.  Air–sea exchanges of CO 2 in the world's coastal seas , 2013 .

[51]  Wenrui Huang,et al.  Remote sensing analysis of rainstorm effects on sediment concentrations in Apalachicola Bay, USA , 2011, Ecol. Informatics.

[52]  P. K. Mohanty,et al.  Circulation and mixing processes in Chilika lagoon , 2009 .