Winter and spring surface velocity fields in the Cape Blanc region as deduced with the maximum cross-correlation technique

The ocean surface velocity field in the Cape Blanc region, off Northwest Africa, is investigated with the maximum cross-correlation (MCC) method applied to channel-4 Advanced Very High Resolution Radiometer satellite images. An initial sensitivity analysis allows us to select the four parameters that provide maximum area coverage and the best velocity resolution, while limiting the standard deviation for each velocity component within reasonable values. These are (m, n, MV, CT) = (22, 32, 50, 0.6), where m and n are the number of pixels of the search window (SW) and reference window (RW), respectively, MV is the maximum possible velocity (in cm s−1), and CT is a correlation threshold for a feature to be tracked. A total of 489 images, for years 2005 and 2006, are analysed, and 106 velocity maps are generated with good coverage of the coastal transition zone (CTZ), most of them for the winter (34) and spring (59) seasons. We remove spurious data using the method's own filters (MV, CT, and a neighbour-vector comparison), requesting the velocity components to have Gaussian distributions and smoothing the resulting velocity fields with a median-vector filter. The instantaneous velocity maps illustrate the response of the alongshore coastal jet north of Cape Blanc (and its extension along the Cape Verde frontal region) to wind forcing, as well as the presence of numerous mesoscalar features (100–300 km wide) superposed on a westward offshore transport south of Cape Blanc. We also produce mean and standard deviation winter and spring velocity maps, which are compared with the corresponding mean sea surface temperature fields. The along-shore and offshore flow is better defined and is more intense in spring than in winter, in concordance with cross-slope sharper temperature gradients during this season, and brings about a cooling of the whole region. We identify five different ubiquitous currents: a southwestward jet north of Cape Blanc, a northwestward jet off Banc d'Argin, an offshore convergent jet, a spring jet-like feature at 18° N, and a southward flow in the southwestern CTZ.

[1]  W. Emery,et al.  An objective method for computing advective surface velocities from sequential infrared satellite images , 1986 .

[2]  J.A. Holland,et al.  Ocean thermal feature recognition, discrimination, and tracking using infrared satellite imagery , 1992, IEEE Trans. Geosci. Remote. Sens..

[3]  Antonio Turiel,et al.  Multifractal method for the instantaneous evaluation of the stream function in geophysical flows. , 2005, Physical review letters.

[4]  Jane C. Hsiung Mean surface energy fluxes over the global ocean , 1986 .

[5]  J. Gao,et al.  Effectiveness of the MCC method in detecting oceanic circulation patterns at a local scale from sequential AVHRR images , 1998 .

[6]  William J. Emery,et al.  Satellite-Image-derived Gulf Stream Currents Compared with Numerical Model Results , 1992 .

[7]  P. Bogden,et al.  Evaporation Minus Precipitation and Density Fluxes for the North Atlantic , 1989 .

[8]  J. Pelegrí,et al.  Nutrient irrigation of the North Atlantic , 2006 .

[9]  W. Emery,et al.  Extracting Multiyear Surface Currents from Sequential Thermal Imagery Using the Maximum Cross-Correlation Technique , 2002 .

[10]  J. Leese,et al.  An Automated Technique for Obtaining Cloud Motion from Geosynchronous Satellite Data Using Cross Correlation , 1971 .

[11]  M. Kamachi Advective surface velocities derived from sequential images for rotational flow field: Limitations and applications of maximum cross-correlation method with rotational registration , 1989 .

[12]  J. Pelegrí,et al.  On the role of shear mixing during transient coastal upwelling , 1993 .

[13]  G. Eichmann,et al.  Vector median filters , 1987 .

[14]  Rosalia Santoleri,et al.  Observations of coastal filaments in the Adriatic Sea , 1999 .

[15]  Luigi Alberotanza,et al.  Surface current circulation estimation using NOAA/AVHRR images and comparison with HF radar current measurements , 2004 .

[16]  Kathryn A. Kelly,et al.  An Inverse Model for Near-Surface Velocity from Infrared Images , 1989 .

[17]  A. Kostianoy,et al.  Analysis of velocity field in the eastern Black Sea from satellite data during the Black Sea '99 experiment , 2002 .

[18]  Ferran Marqués,et al.  Motion Estimation Techniques to Automatically Track Oceanographic Thermal Structures in Multisensor Image Sequences , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[19]  J. Font,et al.  Water and nutrient fluxes off Northwest Africa , 2008 .

[20]  J. Pelegrí,et al.  Heat Gain in the Eastern North Atlantic Subtropical Gyre , 1997 .

[21]  William J. Emery,et al.  Computing Coastal Ocean Surface Currents From Infrared and Ocean Color Satellite Imagery , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Guillermo Podestá,et al.  Sea surface velocities from sea surface temperature image sequences: 2. Application to the Brazil-Malvinas Confluence area , 2000 .

[23]  William J. Emery,et al.  Maximum cross correlation automatic satellite image navigation and attitude corrections for open-ocean image navigation , 2003, IEEE Trans. Geosci. Remote. Sens..

[24]  Steffen Dransfeld,et al.  The Potential of the Maximum Cross-Correlation Technique to Estimate Surface Currents From Thermal AVHRR Global Area Coverage Data , 2006, IEEE Geoscience and Remote Sensing Letters.

[25]  Robin Tokmakian,et al.  Evaluation of the maximum cross-correlation method of estimating sea surface velocities from sequential satellite images , 1990 .

[26]  A. Gabric,et al.  Offshore export of shelf production in the cape blanc (Mauritania) giant filament as derived from coastal zone color scanner imagery , 1993 .

[27]  C. Domingues,et al.  Advective Surface Velocities Derived from Sequential Infrared Images in the Southwestern Atlantic Ocean , 2000 .

[28]  I. Robinson,et al.  Sea surface velocities in shallow seas extracted from sequential coastal zone color scanner satellite data , 1989 .

[29]  Andrew F. Bunker,et al.  Computations of Surface Energy Flux and Annual Air–Sea Interaction Cycles of the North Atlantic Ocean , 1976 .

[30]  David Pairman,et al.  Computing advective velocities from satellite images of sea surface temperature , 1992, IEEE Trans. Geosci. Remote. Sens..

[31]  Cálculo de velocidades oceánicas superficiales en el área del afloramiento del NW de África mediante imágenes del sensor AVHRR , 1994 .

[32]  Paul E. La Violette,et al.  The Advection of Submesoscale Thermal Features in the Alboran Sea Gyre , 1984 .

[33]  Kathryn A. Kelly,et al.  Comparison of velocity estimates from advanced very high resolution radiometer in the Coastal Transition Zone , 1992 .

[34]  Javier Marcello,et al.  Regional optimization of an atmospheric correction algorithm for the retrieval of sea surface temperature from the Canary Islands–Azores–Gibraltar area using NOAA/AVHRR data , 2005 .

[35]  Ian J. Barton,et al.  Ocean Currents from Successive Satellite Images: The Reciprocal Filtering Technique , 2002 .

[36]  Shailesh Nayak,et al.  Retrieval of sea surface velocities using sequential Ocean Colour Monitor (OCM) data , 2002 .

[37]  Samantha Lavender,et al.  Seasonal and inter-annual variability of chlorophyll-a concentration in the Mauritanian upwelling: Observation of an anomalous event during 1998-1999 , 2006 .

[38]  Heeyong Kim,et al.  Transport of larval jack mackerel (Trachurus japonicus) estimated from trajectories of satellite‐tracked drifters and advective velocity fields obtained from sequential satellite thermal images in the eastern East China Sea , 2002 .