Optical Models for Remote Sensing of Colored Dissolved Organic Matter Absorption and Salinity in New England, Middle Atlantic and Gulf Coast Estuaries USA

Ocean color algorithms have been successfully developed to estimate chlorophyll a and total suspended solids concentrations in coastal and estuarine waters but few have been created to estimate light absorption due to colored dissolved inorganic matter (CDOM) and salinity from the spectral signatures of these waters. In this study, we used remotely sensed reflectances in the red and blue-green portions of the visible spectrum retrieved from Medium Resolution Imaging Spectrometer (MERIS) and the International Space Station (ISS) Hyperspectral Imager for the Coastal Ocean (HICO) images to create a model to estimate CDOM absorption. CDOM absorption results were then used to develop an algorithm to predict the surface salinities of coastal bays and estuaries in New England, Middle Atlantic, and Gulf of Mexico regions. Algorithm-derived CDOM absorptions and salinities were successfully validated using laboratory measured absorption values over magnitudes of ~0.1 to 7.0 m−1 and field collected CTD data from oligohaline to polyhaline (S less than 5 to 18–30) environments in Narragansett Bay (Rhode Island); the Neuse River Estuary (North Carolina); Pensacola Bay (Florida); Choctawhatchee Bay (Florida); St. Andrews Bay (Florida); St. Joseph Bay (Florida); and inner continental shelf waters of the Gulf of Mexico.

[1]  M. DeGrandpre,et al.  Seasonal variation of CDOM and DOC in the Middle Atlantic Bight: Terrestrial inputs and photooxidation , 1997 .

[2]  Ross S. Lunetta,et al.  MERIS Retrieval of Water Quality Components in the Turbid Albemarle-Pamlico Sound Estuary, USA , 2011, Remote. Sens..

[3]  N. Blough,et al.  Spatial and seasonal distribution of chromophoric dissolved organic matter and dissolved organic carbon in the Middle Atlantic Bight , 2004 .

[4]  Curtiss O. Davis,et al.  Indicators of plume constituents from HICO TM , 2010 .

[5]  M. A. Goodberlet,et al.  Airborne Salinity Mapper Makes Debut in Coastal Zone , 1998 .

[6]  Remote-Sensing Reflectance Absorption, Scattering, and Remote-Sensing Reflectance Relationships in Coastal Waters: Testing a New Inversion , 2001 .

[7]  Richard L. Miller,et al.  On the Use of Ocean Color Remote Sensing to Measure the Transport of Dissolved Organic Carbon by the Mississippi River Plume , 2008 .

[8]  R. H. Rogers,et al.  Water quality map of Saginaw Bay from computer processing of LANDSAT-2 data , 1976 .

[9]  Matthew D. Grossi,et al.  Satellite-derived coastal ocean and estuarine salinity in the Mid-Atlantic , 2013 .

[10]  L. Prieur,et al.  Absorption by dissolved organic matter of the sea (yellow substance) in the UV and visible domains1 , 1981 .

[11]  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..

[12]  S. Tassan,et al.  Use of the 0.22 μm Millipore membrane for light-transmission measurements of aquatic particles , 1996 .

[13]  Robert Arnone,et al.  Estimating sea surface salinity in coastal waters of the Gulf of Mexico using visible channels on SNPP-VIIRS , 2014, Sensing Technologies + Applications.

[14]  Yong Q. Tian,et al.  An assessment of remote sensing algorithms for colored dissolved organic matter in complex freshwater environments , 2014 .

[15]  David Bowers,et al.  Measuring the salinity of the Clyde Sea from remotely sensed ocean colour , 2003 .

[16]  Blake A. Schaeffer,et al.  Northern Gulf of Mexico estuarine coloured dissolved organic matter derived from MODIS data , 2015 .

[17]  Bruce M. Kendall,et al.  Measurement of ocean temperature and salinity via microwave radiometry , 1978 .

[18]  N. Gemini,et al.  An Improved Dark-Object Subtraction Technique for Atmospheric Scattering Correction of Multispectral Data* , 1988 .

[19]  Fugui Wang,et al.  Development and application of a remote sensing-based salinity prediction model for a large estuarine lake in the US Gulf of Mexico coast , 2008 .

[20]  K. Moffett,et al.  Remote Sens , 2015 .

[21]  Gary S. E. Lagerloef,et al.  Sea Surface Salinity: The Next Remote Sensing Challenge , 1995 .

[22]  Palanisamy Shanmugam,et al.  Satellite remote sensing of a low-salinity water plume in the East China Sea , 2008 .

[23]  N. Chaichitehrani Investigation of Colored Dissolved Organic Matter and Dissolved Organic Carbon Using Combination of Ocean Color Data and Numerical Model in the Northern Gulf of Mexico , 2012 .

[24]  David Bowers,et al.  Interpreting the colour of an estuary. , 2004 .

[25]  Yan Bai,et al.  Remote sensing of salinity from satellite-derived CDOM in the Changjiang River dominated East China Sea , 2013 .

[26]  P. Shanmugam,et al.  An optical model for the remote sensing of coloured dissolved organic matter in coastal/ocean waters , 2011 .

[27]  S. Hooker,et al.  Algorithm development and validation for satellite‐derived distributions of DOC and CDOM in the U.S. Middle Atlantic Bight , 2008 .

[28]  David Bowers,et al.  The relationship between CDOM and salinity in estuaries: An analytical and graphical solution , 2008 .

[29]  Siamak Khorram,et al.  Remote sensing of salinity in the San Francisco Bay Delta , 1982 .

[30]  M. Kahru,et al.  Seasonal and nonseasonal variability of satellite‐derived chlorophyll and colored dissolved organic matter concentration in the California Current , 2001 .

[31]  Chuanmin Hu,et al.  Characteristics of chromophoric dissolved organic matter in the nearshore waters of the western Taiwan Strait , 2010 .

[32]  Vladimir I. Haltrin,et al.  Connection between salinity and light absorption coefficient , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

[33]  J. Morell,et al.  Analysis of the optical properties of the Orinoco River plume by absorption and fluorescence spectroscopy , 1999 .

[34]  S. Guikema,et al.  Remotely sensed estimates of surface salinity in the Chesapeake Bay: A statistical approach , 2012 .

[35]  Yunlin Zhang,et al.  Characterizing chromophoric dissolved organic matter in Lake Tianmuhu and its catchment basin using excitation-emission matrix fluorescence and parallel factor analysis. , 2011, Water research.

[36]  Richard W. Gould,et al.  Colored Dissolved Organic Matter in the Coastal Ocean: An Optical Tool for Coastal Zone Environmental Assessment & Management , 2004 .

[37]  Darryl Joel Keith Determination of chlorophyll a concentrations and phytoplankton primary production in New England estuarine waters using ocean color remote sensing from low -flying aircraft , 2004 .

[38]  Andrew Heyes,et al.  Mercury and methylmercury in Hudson River sediment: impact of tidal resuspension on partitioning and methylation , 2004 .

[39]  Paul Tett,et al.  Optical Properties of a Region of Freshwater Influence (The Clyde Sea) , 2000 .

[40]  Eurico J. D'Sa,et al.  Seasonal variability and controls on chromophoric dissolved organic matter in a large river‐dominated coastal margin , 2009 .

[41]  Robert M. Lerner,et al.  Analysis of 1.4 GHz Radiometric measurements from Skylab , 1977 .

[42]  D. Keith,et al.  Spatial and Temporal Distribution of Coloured Dissolved Organic Matter (CDOM) in Narragansett Bay, Rhode Island: Implications for Phytoplankton in Coastal Waters , 2002 .

[43]  P. Chavez An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data , 1988 .

[44]  R. Lunetta,et al.  Remote sensing of selected water-quality indicators with the hyperspectral imager for the coastal ocean (HICO) sensor , 2014 .

[45]  Joo-Hyung Ryu,et al.  Tracing offshore low-salinity plumes in the Northeastern Gulf of Mexico during the summer season by use of multispectral remote-sensing data , 2012, Journal of Oceanography.

[46]  J R Zaneveld,et al.  Absorption and attenuation of visible and near-infrared light in water: dependence on temperature and salinity. , 1997, Applied optics.

[47]  Dennis A. Hansell,et al.  Global distribution and dynamics of colored dissolved and detrital organic materials , 2002 .

[48]  Tiit Kutser,et al.  Mapping lake CDOM by satellite remote sensing , 2005 .

[49]  Lisa R. Moore,et al.  Determination of spectral absorption coefficients of particles, dissolved material and phytoplankton for discrete water samples , 2000 .

[50]  P. J. Werdell,et al.  A multi-sensor approach for the on-orbit validation of ocean color satellite data products , 2006 .

[51]  P. Shanmugam A new bio-optical algorithm for the remote sensing of algal blooms in complex ocean waters , 2011 .

[52]  Eurico D'Sa,et al.  Colored dissolved organic matter in coastal waters influenced by the Atchafalaya River, USA: effects of an algal bloom , 2008 .

[53]  R. Benner,et al.  Distribution and cycling of terrigenous dissolved organic matter in the ocean , 1997, Nature.