Automatic Sun Glint Removal of Multispectral High-Resolution Worldview-2 Imagery for Retrieving Coastal Shallow Water Parameters

Remote sensing of coastal areas requires multispectral satellite images with a high spatial resolution. In this sense, WorldView-2 is a very high resolution satellite, which provides an advanced multispectral sensor with eight narrow bands, allowing the proliferation of new environmental monitoring and mapping applications in shallow coastal ecosystems. These challenges need the accurate determination of the water radiance, which is not often valued compared to other sources such as atmosphere and specular water reflection (sun glint). In this context, the atmospheric correction and the glinting removal have demonstrated to be critical steps in the preprocessing chain of high resolution images. In this work, the Second Simulation of a Satellite Signal in the Solar Spectrum (6S) is used to compensate the atmospheric effects and to compute part of the deglinting algorithm using the modeled direct normalized irradiance. This paper describes a novel automatic deglinting procedure, integrated in the Radiative Transfer Modeling (RTM) inversion of the shallow water environments, which allows computing the water Inherent Optical Properties (IOPs), bathymetry and seafloor albedo contributions. The proposed methodology has demonstrated a proper performance for environmental monitoring in shallow water areas.

[1]  A. S. Mahiny,et al.  A comparison of four common atmospheric correction methods , 2007 .

[2]  Javier Marcello,et al.  Segmentation and Tracking of Anticyclonic Eddies during a Submarine Volcanic Eruption Using Ocean Colour Imagery , 2015, Sensors.

[3]  Alexander Berk,et al.  Remote bathymetry of the littoral zone from AVIRIS, LASH, and QuickBird imagery , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[4]  C. Mobley Hydrolight 4.0 Users Guide , 1998 .

[5]  B. Mitchell,et al.  Comparison of the ocean inherent optical properties obtained from measurements and inverse modeling. , 2001, Applied optics.

[6]  John A. Richards,et al.  Remote Sensing Digital Image Analysis , 1986 .

[7]  Leonid G. Sokoletsky,et al.  Optical closure for remote-sensing reflectance based on accurate radiative transfer approximations: the case of the Changjiang (Yangtze) River Estuary and its adjacent coastal area, China , 2014 .

[8]  A. Morel Optical modeling of the upper ocean in relation to its biogenous matter content (case I waters) , 1988 .

[9]  C. Mobley,et al.  Hyperspectral remote sensing for shallow waters. 2. Deriving bottom depths and water properties by optimization. , 1999, Applied optics.

[10]  Samantha J. Lavender,et al.  Sun Glint Correction of High and Low Spatial Resolution Images of Aquatic Scenes: a Review of Methods for Visible and Near-Infrared Wavelengths , 2009, Remote. Sens..

[11]  Henri P. Gavin,et al.  The Levenberg-Marquardt method for nonlinear least squares curve-fitting problems c © , 2013 .

[12]  André Morel,et al.  Diffuse reflectance of oceanic shallow waters: influence of water depth and bottom albedo , 1994 .

[13]  E. Vermote,et al.  Validation of a vector version of the 6S radiative transfer code for atmospheric correction of satellite data. Part I: path radiance. , 2006, Applied optics.

[14]  Richard L. Miller,et al.  Remote Sensing of Coastal Aquatic Environments , 2005 .

[15]  B. Mitchell,et al.  A chlorophyll-dependent semianalytical reflectance model derived from field measurements of absorption and backscattering coefficients within the Southern Ocean , 2001 .

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

[17]  C. Cox Slopes of the sea surface deduced from photographs of sun glitter , 1956 .

[18]  L. Sokoletsky,et al.  Reflection of light from semi-infinite absorbing turbid media. Part 1: Spherical albedo , 2006 .

[19]  Oliver Zielinski,et al.  Methods in reducing surface reflected glint for shipborne above-water remote sensing , 2013 .

[20]  Maria Tsakiri-Strati,et al.  Sun glint correction of very high spatial resolution images , 2013 .

[21]  E. Zappitelli,et al.  Correction of sun glint effect on MIVIS data of the Sicily campaign in July 2000 , 2006 .

[22]  W. Cornette,et al.  Physically reasonable analytic expression for the single-scattering phase function. , 1992, Applied optics.

[23]  Javier Marcello,et al.  High-Resolution Maps of Bathymetry and Benthic Habitats in Shallow-Water Environments Using Multispectral Remote Sensing Imagery , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[24]  R. C. Olsen Depth analysis of Midway Atoll using Quickbird multi-spectral imaging over variable substrates , 2005 .