INSTRUMENTATION VIEWPOINT Sessions 106 Fig. 2. Complete system structure A laptop cumputer with a LabVIEW application developed [7] controls all the subsystems and stores IR signal and image data, also treats and processes the data applying a detection algorithm that uses an adaptative threshold to improve results. Finally a remote server ap- plication permits control the system and visualizes the experiments through Internet. Results Six successful experiments have been done up to the present and processed data is being analyzed by the biologists. These investiga- tors are inding enlightening results of the emergence activity bio- rhythms of the Nephrops Norvegicus useful for their research and will be published in a near future. The irst conclusions during the irst analysis are that activity is noticeably nocturnal and the same behav- ior is repeated day after day following a pattern. Conclusions A distributed system has been developed, this design ofers great lexibility and is easily expandable; it is enough repeating the subsys- tems necessary and connects them to the central computer throught USB ports. Two were the interfaces that adjusted to this design: USB and Ethernet, we implemented with the irst one because gave more versatility and using the bus power lines avoid external power supply for each device. Multiple cameras image acquisition is not supported by the software driver NI-IMAQ for USB Cameras for LabVIEW. This problem we have solved with Matlab and the image acquisition toolbox. Since is possi- ble to call Matlab scripts from LabVIEW we have integrated all the in- terface, system acquistion control and data treatment in LabVIEW. At the moment only the images are stored, we are working for a vision alogrithm and a subtract of equidistant images are giving hopeful re- sults and will permit to contrast and complement the results already obtained with infrared barriers. Is important to indicate that the system can be used in other biologi- cal experiments solving and ofering a nonexistent technology in the market. Acknowledgements The system development has been possible thanks to the Inci- dence of Norway lobster (Nephrops norvecigus L.) emergence activ- ity rhythms on its population assessment (CTM20055-02034/MAR) project, funded by the Spanish Ministry of Education (MEC), and is a joint work between the Marine Institute (CSIC) and the Polytechnical University of Catalonia (UPC) Associate Unit Tecnoterra. References [1] E.L. Dereniak, G.D. Boreman, Infrared detectors and systems, 1996, John Wiley & Sons. [2] E.R. Loew, Light and phtoreceptor degeneration in the Norway Lobster Nephops norvegicus (L.), 1976, Proc. R. Soc. London B. 193:31-44. [3] N.G. Jerlov Optical Oceanography, 1968, Elsevier, Amsterdam. [4] J.M. Angulo, S. Romero, I. Angulo, Microcontroladores PIC, diseño práctico de aplicaciones, segunda parte, 2000, Mc Graw Hill. [5] J. Axelon, USB Complete. Everything you need to develop custom USB pe- ripherals, 2005, Lakeview Research [6] A. De la Escalera Hueso, Visión por computador, fundamentos y métodos, 2001, Prentice Hall. [7] A. Mànuel, J. del Río, LabVIEW 7.1 Programación gráica para el control de instrumentación, 2005, Thompson. COASTAL DYNAMICS INSTRUMENTATION IN THE BASQUE COUNTRY REGION J. Mader, A. Fontán, L. Ferrer, M. González and Ad. Uriarte AZTI-Tecnalia, Unidad de Investigación Marina, Herrera Kaia, Portualdea, 20110 Pasaia, Gipuzkoa, SPAIN, e-mail: jmader@pas.azti.es Keywords: Coastal station, Oceano-meteorological network, Current patterns, Instrument intercomparison. One of the main objectives of Operational Oceanography is to ob- tain organised and long-term routine measurements of the seas, oceans and atmosphere, and provide their rapid interpretation and dissemination [1] [2] [3]. Variables such as marine currents, sea tem- perature and salinity, wave height and period, wind stress, heat luxes between atmosphere and ocean are fundamental to get an accurate description of the marine and atmospheric environment, and there- fore, bring an eicient Operational Oceanography System on stream. This information can be obtained by means of appropriate instru- mentation, which must be of an accurate and robust quality and this requires routine maintenance tasks. The oceano-meteorological instrumentation network in the Basque Country region (Fig.1) consists of: 1) six coastal oceano-meteorologi- cal stations located at Bilbao, Bermeo, Ondarroa, Getaria, Pasaia, and Hondarribia; 2) two ofshore buoys (Wavescan), moored of Matxitx- ako and of Donostia, at 550 m and 450 m water depth, respectively, which provide real time data of the main oceanic and meteorological variables at ixed points, giving reference information for the Basque coastal and oceanic regions (http://www.azti.es; http://www.euska- lmet.net ). This study has been focused on data from the pilot coastal station, set up in 2001 in front of the entrance to the harbour of Pasaia (Fig.1). The location selected for the station is a light post which is mounted on a rigid structure attached to the seabed at 25m water depth. Six years time series of meteorological parameters, water temperature and cur- rents over the water column have been processed with speciic tools of quality control, statistics and components analysis. In particular, local patterns of currents have been described by studying the corre- lation between wind and surface currents. The information obtained from surface tracking with a bottom mounted current proiler can be very useful for modelling satisfactory wind driven circulation. M13
INSTRUMENTATION VIEWPOINT Sessions 107 Figure 1: Study area with coastal and ofshore stations of the Basque Meteorological Agency network. For the corresponding instrumentation, this work included intercom- parison between the bottom mounted ADCP Aanderaa DCM12 of the Pasaia station and a RDI WH600. Both were used for water proil- ing and surface tracking. Moreover, the littoral patterns measured in Pasaia station have been compared to ofshore patterns observed with the recently moored buoy ofshore Donostia (from January 2007). The understanding of coastal particularities can be a key point for improving hydrodynamic modelling [4] [5]. In that context, the observing system will be imple- mented in 2008 with the addition of a high frequency radar system, which will provide information of current ield, with a resolution of 6 km. References: [1] Behrens H.W.A., J.C. Borst, J.H. Stel, J.P. van der Meulen and L.J. Droppert. 1997. Operational oceanography, Proceedings of the irst international con- ference on EuroGOOS, 7-11 October 1996, The Hague, The Netherlands. Else- vier Oceanography Series 62: 757pp. [2] Dahlin H., N.C. Flemming, K. Nittis and S.E. Petersson. 2003. Building the European capacity in operational oceanography, Proceedings of the third international conference on EuroGOOS, 3-6 December 2002, Athens, Greece. Elsevier Oceanography Series 69: 714pp. [3] Flemming N.C., S. Vallerga, N. Pinardi, H.W.A. Behrens, G. Manzella, D.Prandle and J.H. Stel. 2002. Operational oceanography: implementation at the Euro- pean and regional scales. Proceedings of the second international conference on EuroGOOS, 11-13 March 1999, Rome, Italy. Elsevier Oceanography Series 66: 572pp. [4] Fontán, A., J. Mader, M. González, A. Uriarte, P. Gyssels and M. Collins, 2006. Hydrodynamics between San Sebastián and Hondarribia (Guipúzcoa, North- ern Spain): ield measurements and numerical modelling. Scientia Marina. volume 70 (Suppl 1) of Scientia Marina [5] González, M., A. Uriarte, A. Fontán, J. Mader and P. Gyssels, 2004. Marine Dynamics (In Oceanography and Marine Environment of the Basque Country), Elsevier Oceanography Series nº70, 133-157 MULTIFRACTAL ANALYSIS OF SAR OF THE OCEAN SURFACE, CURRENTS, EDDY STRUCTURE, OIL SLICKS AND DIFFUSIVITY ANALYSIS J.M. Redondo(1) J. Grau(2), A. Matulka(1) and A. Platonov(1) (1) Departament de Fisica Aplicada, B5 Campus Nord Universitat Politecnica de Catalunya, 08034, Barcelona, Spain. Tf:34 934016802, Fax:34 934016090, Redondo@fa.upc.edu. (2) Departament de Mecanica de Fluids, UPC, Barcelona.Spain. 1. Introduction The use of Synthetic Aperture Radar (SAR) to investigate the ocean surface provides a wealth of useful information. Here we will discuss some recent fractal and multifractal techniques used to identify oil spills and the dynamic state of the sea regarding turbulent difusion. The main objectives is to be able to parametrize mixing at the Rossby Deformation Radius and aid in the pollutant dispersion prediction, both in emergency accidental releases and on a day to day opera- tional basis. Results aim to identify diferent SAR signatures and at the same time provide calibrations for the diferent local conigurations that allow to predict the behaviour of diferent tracers and tensio- actives in the sea surface difused by means of a Generalized Rich- ardson’s Law [1-3]. The difusion of oil spills and slicks in the ocean (Figure 1) have been also investigated using the same multifractal techniques developed by [1, 3]. Diferent cases are studied analyzing mixedness, and multifractality [2]. 2. Results and Discussion Experimental and Geophysical observations are investigated with multiscale fractal techniques in order to extract relevant informa- tion on the spectral characteristics of mixing and difusive events. Both density and tracer marked oil spills and slicks are investigated in detail using third order structure function analysis that indicates strong inverse cascades towards the large scales producing spectral variations [4]. The diferent local mixing processes are compared by mapping their diferent multifractal scaling. Several uses of this new technique are proposed [5-8] taking advantage of Zipf’s Law, both for anthropogenic oil spills and other features, it is possible to predict the likely probability of oil spill accidents of diferent sizes, as well as the local eddy characteristics that strongly inluence the turbulent horizontal difusivity, K(x,y). (a) (b) Figure 1. Example of an oil spill afected by a local vortex south of Barcelona. a) SAR ENVISAT frame. b) detail at higher resolution Both numerical simulations [4] and laboratory experiments conirm the conditions for hyperdifusion ( D 2 = c t n(f,N) with n(f,N) > 3 ) to exist, as well as the trapping associated with coherent structures and vortices in the ocean, which are well detected under the Weilburn distribution of prevailing winds in the NW Mediterranean Sea.. M13
M13
Sessions
versatility and using the bus power lines avoid external power supply
for each device.
INSTRUMENTATION VIEWPOINT
106
Multiple cameras image acquisition is not supported by the software
driver NI-IMAQ for USB Cameras for LabVIEW. This problem we have
solved with Matlab and the image acquisition toolbox. Since is possible to call Matlab scripts from LabVIEW we have integrated all the interface, system acquistion control and data treatment in LabVIEW. At
the moment only the images are stored, we are working for a vision
alogrithm and a subtract of equidistant images are giving hopeful results and will permit to contrast and complement the results already
obtained with infrared barriers.
Fig. 2. Complete system structure
A laptop cumputer with a LabVIEW application developed [7] controls
all the subsystems and stores IR signal and image data, also treats
and processes the data applying a detection algorithm that uses an
adaptative threshold to improve results. Finally a remote server application permits control the system and visualizes the experiments
through Internet.
Results
Six successful experiments have been done up to the present and
processed data is being analyzed by the biologists. These investigators are inding enlightening results of the emergence activity biorhythms of the Nephrops Norvegicus useful for their research and will
be published in a near future. The irst conclusions during the irst
analysis are that activity is noticeably nocturnal and the same behavior is repeated day after day following a pattern.
Conclusions
A distributed system has been developed, this design ofers great
lexibility and is easily expandable; it is enough repeating the subsystems necessary and connects them to the central computer throught
USB ports. Two were the interfaces that adjusted to this design: USB
and Ethernet, we implemented with the irst one because gave more
Is important to indicate that the system can be used in other biological experiments solving and ofering a nonexistent technology in the
market.
Acknowledgements
The system development has been possible thanks to the Incidence of Norway lobster (Nephrops norvecigus L.) emergence activity rhythms on its population assessment (CTM20055-02034/MAR)
project, funded by the Spanish Ministry of Education (MEC), and is a
joint work between the Marine Institute (CSIC) and the Polytechnical
University of Catalonia (UPC) Associate Unit Tecnoterra.
References
[1] E.L. Dereniak, G.D. Boreman, Infrared detectors and systems, 1996, John
Wiley & Sons.
[2] E.R. Loew, Light and phtoreceptor degeneration in the Norway Lobster
Nephops norvegicus (L.), 1976, Proc. R. Soc. London B. 193:31-44.
[3] N.G. Jerlov Optical Oceanography, 1968, Elsevier, Amsterdam.
[4] J.M. Angulo, S. Romero, I. Angulo, Microcontroladores PIC, diseño práctico
de aplicaciones, segunda parte, 2000, Mc Graw Hill.
[5] J. Axelon, USB Complete. Everything you need to develop custom USB peripherals, 2005, Lakeview Research
[6] A. De la Escalera Hueso, Visión por computador, fundamentos y métodos,
2001, Prentice Hall.
[7] A. Mànuel, J. del Río, LabVIEW 7.1 Programación gráica para el control de
instrumentación, 2005, Thompson.
COASTAL DYN AM I CS I N STRUM EN TATI ON I N THE BASQUE
COUN TRY REGI ON
J. Mader, A. Fontán, L. Ferrer, M. González and Ad. Uriarte
AZTI-Tecnalia, Unidad de Investigación Marina, Herrera Kaia, Portualdea, 20110 Pasaia, Gipuzkoa, SPAIN,
e-mail: jmader@pas.azti.es
Keywords: Coastal station, Oceano-meteorological network, Current patterns, Instrument intercomparison.
One of the main objectives of Operational Oceanography is to obtain organised and long-term routine measurements of the seas,
oceans and atmosphere, and provide their rapid interpretation and
dissemination [1] [2] [3]. Variables such as marine currents, sea temperature and salinity, wave height and period, wind stress, heat luxes
between atmosphere and ocean are fundamental to get an accurate
description of the marine and atmospheric environment, and therefore, bring an eicient Operational Oceanography System on stream.
This information can be obtained by means of appropriate instrumentation, which must be of an accurate and robust quality and this
requires routine maintenance tasks.
The oceano-meteorological instrumentation network in the Basque
Country region (Fig.1) consists of: 1) six coastal oceano-meteorological stations located at Bilbao, Bermeo, Ondarroa, Getaria, Pasaia, and
Hondarribia; 2) two ofshore buoys (Wavescan), moored of Matxitxako and of Donostia, at 550 m and 450 m water depth, respectively,
which provide real time data of the main oceanic and meteorological
variables at ixed points, giving reference information for the Basque
coastal and oceanic regions (http://www.azti.es; http://www.euskalmet.net ).
This study has been focused on data from the pilot coastal station, set
up in 2001 in front of the entrance to the harbour of Pasaia (Fig.1). The
location selected for the station is a light post which is mounted on a
rigid structure attached to the seabed at 25m water depth. Six years
time series of meteorological parameters, water temperature and currents over the water column have been processed with speciic tools
of quality control, statistics and components analysis. In particular,
local patterns of currents have been described by studying the correlation between wind and surface currents. The information obtained
from surface tracking with a bottom mounted current proiler can be
very useful for modelling satisfactory wind driven circulation.
mented in 2008 with the addition of a high frequency radar system,
which will provide information of current ield, with a resolution of
6 km.
References:
For the corresponding instrumentation, this work included intercomparison between the bottom mounted ADCP Aanderaa DCM12 of
the Pasaia station and a RDI WH600. Both were used for water proiling and surface tracking.
M13
Moreover, the littoral patterns measured in Pasaia station have been
compared to ofshore patterns observed with the recently moored
buoy ofshore Donostia (from January 2007). The understanding of
coastal particularities can be a key point for improving hydrodynamic
modelling [4] [5]. In that context, the observing system will be imple-
Sessions
Figure 1: Study area with coastal and ofshore stations of the
Basque Meteorological Agency network.
[1] Behrens H.W.A., J.C. Borst, J.H. Stel, J.P. van der Meulen and L.J. Droppert.
1997. Operational oceanography, Proceedings of the irst international conference on EuroGOOS, 7-11 October 1996, The Hague, The Netherlands. Elsevier Oceanography Series 62: 757pp.
[2] Dahlin H., N.C. Flemming, K. Nittis and S.E. Petersson. 2003. Building the
European capacity in operational oceanography, Proceedings of the third
international conference on EuroGOOS, 3-6 December 2002, Athens, Greece.
Elsevier Oceanography Series 69: 714pp.
[3] Flemming N.C., S. Vallerga, N. Pinardi, H.W.A. Behrens, G. Manzella, D.Prandle
and J.H. Stel. 2002. Operational oceanography: implementation at the European and regional scales. Proceedings of the second international conference
on EuroGOOS, 11-13 March 1999, Rome, Italy. Elsevier Oceanography Series
66: 572pp.
[4] Fontán, A., J. Mader, M. González, A. Uriarte, P. Gyssels and M. Collins, 2006.
Hydrodynamics between San Sebastián and Hondarribia (Guipúzcoa, Northern Spain): ield measurements and numerical modelling. Scientia Marina.
volume 70 (Suppl 1) of Scientia Marina
[5] González, M., A. Uriarte, A. Fontán, J. Mader and P. Gyssels, 2004. Marine
Dynamics (In Oceanography and Marine Environment of the Basque Country),
Elsevier Oceanography Series nº70, 133-157
M ULTI FRACTAL AN ALYSI S OF SAR OF THE OCEAN SURFACE,
CURREN TS, EDDY STRUCTURE, OI L SLI CKS AN D
DI FFUSI VI TY AN ALYSI S
J.M. Redondo(1) J. Grau(2), A. Matulka(1) and A. Platonov(1)
(1) Departament de Fisica Aplicada, B5 Campus Nord
Universitat Politecnica de Catalunya, 08034, Barcelona, Spain.
Tf:34 934016802, Fax:34 934016090, Redondo@fa.upc.edu.
107
(2) Departament de Mecanica de Fluids, UPC, Barcelona.Spain.
2. Results and Discussion
Experimental and Geophysical observations are investigated with
multiscale fractal techniques in order to extract relevant information on the spectral characteristics of mixing and difusive events.
Both density and tracer marked oil spills and slicks are investigated
in detail using third order structure function analysis that indicates
strong inverse cascades towards the large scales producing spectral
variations [4]. The diferent local mixing processes are compared by
mapping their diferent multifractal scaling. Several uses of this new
technique are proposed [5-8] taking advantage of Zipf’s Law, both
for anthropogenic oil spills and other features, it is possible to predict
the likely probability of oil spill accidents of diferent sizes, as well as
the local eddy characteristics that strongly inluence the turbulent
horizontal difusivity, K(x,y).
(a)
(b)
Figure 1. Example of an oil spill afected by a local vortex south of
Barcelona.
a) SAR ENVISAT frame.
b) detail at higher resolution
Both numerical simulations [4] and laboratory experiments conirm
the conditions for hyperdifusion ( D 2 = c t n(f,N) with n(f,N) > 3 ) to
exist, as well as the trapping associated with coherent structures and
vortices in the ocean, which are well detected under the Weilburn
distribution of prevailing winds in the NW Mediterranean Sea..
INSTRUMENTATION VIEWPOINT
1. Introduction
The use of Synthetic Aperture Radar (SAR) to investigate the ocean
surface provides a wealth of useful information. Here we will discuss
some recent fractal and multifractal techniques used to identify oil
spills and the dynamic state of the sea regarding turbulent difusion.
The main objectives is to be able to parametrize mixing at the Rossby
Deformation Radius and aid in the pollutant dispersion prediction,
both in emergency accidental releases and on a day to day operational basis. Results aim to identify diferent SAR signatures and at the
same time provide calibrations for the diferent local conigurations
that allow to predict the behaviour of diferent tracers and tensioactives in the sea surface difused by means of a Generalized Richardson’s Law [1-3]. The difusion of oil spills and slicks in the ocean
(Figure 1) have been also investigated using the same multifractal
techniques developed by [1, 3]. Diferent cases are studied analyzing
mixedness, and multifractality [2].
The European Marine Strategy Framework Directive (Directive 2008/56/EC), establishes a framework and common objectives for the protection and conservation of the marine environment. This Directive requires the implementation of all measures necessary to achieve the Good Environmental Status by 2020, according to 11 qualitative descriptors: (1) biodiversity, (2) non-native species, (3) commercial species, (4) food webs, (5) eutrophication, (6) seabed integrity, (7) hydrography, (8) pollutants, (9) contaminants in biota, (10) marine litter and (11) energy and noise. With the aim of improving the knowledge of the environmental status of the Basque coast, in relation to the descriptors 1, 2, 3, 4, 6, 8 and 10, a new iteration of the survey Itsasteka 2011 and deployed by AZTI-Tecnalia was carried out, using the Gure Gaskuña vessel. 23 trawls were undertaken and the sampled depth ranged from 25 m to 358 m. The area surveyed with trawls was 6.75 km. The present work shows the information o...
High Frequency Radar (HFR) is a land-based remote sensing instrument offering a unique insight to coastal ocean variability, by providing synoptic, high frequency and high resolution data at the ocean atmosphere interface. HFRs have become invaluable tools in the field of operational oceanography for measuring surface currents, waves and winds, with direct applications in different sectors and an unprecedented potential for the integrated management of the coastal zone. In Europe, the number of HFR networks has been showing a significant growth over the past 10 years, with over 50 HFRs currently deployed and a number in the planning stage. There is also a growing literature concerning the use of this technology in research and operational oceanography. A big effort is made in Europe toward a coordinated development of coastal HFR technology and its products within the framework of different European and international initiatives. One recent initiative has been to make an up-to-date inventory of the existing HFR operational systems in Europe, describing the characteristics of the systems, their operational products and applications. This paper offers a comprehensive review on the present status of European HFR network, and discusses the next steps toward the integration of HFR platforms as operational components of the European Ocean Observing System, designed to align and integrate Europe's ocean observing capacity for a truly integrated end-to-end observing system for the European coasts.
Ocean colour imagery is used increasingly as a tool to assess water quality via chlorophyll-a concentration (chl-a) estimations in European waters. The Bay of Biscay is affected by major river discharges, which alter the constituents of the marine waters. Chlorophyll-a algorithms, designed for use at global scales, are less accurate due to the variability of optically active in-water constituents. Hence, regionally parameterized empirical algorithms are necessary. The main objective of the present study was to develop a regional algorithm to retrieve chl-a in surface water using in situ Rrs, for a subsequent application to Medium Resolution Imaging Spectrometer (MERIS) satellite images. To address this objective, a platform was developed initially and a measurement procedure adapted for the field HR4000CG Spectrometer. Subsequently, the procedure was tested during a survey over the south-eastern Bay of Biscay (North-East Atlantic Ocean), to establish a MERIS chl-a algorithm for the area, by comparing different global remote sensing chl-a algorithms, with band ratios. Results validated with the jackknife resampling
procedure show a satisfactory relationship between the Rrs(510)/Rrs(560) and chl-a (R2 jac =0.681). This ratio is better correlated to chl-a than those obtained with established chl-a remote sensing algorithms. High content in coloured dissolved organic matter (CDOM > 0.4 m−1) and suspended particulate matter (SPM > 2.8 mg l−1) influenced this relationship, with yellow substances having a stronger effect.
We discuss a taxonomy of different dynamical features in the ocean surface and provide some eddy and front statistics, as well as describing some events detected by several satellites and even with additional cruise observations and measurements, in the Northwest Mediter-ranean Sea area between 1996 and 2012. The structure of the flows are presented using self-similar traces that may be used to parametrize mixing at both limits of the Rossby Deformation Radius scale, RL. Results show the ability to identify different SAR signatures and at the same time provide calibrations for the different local configurations of vortices, spirals, Langmuir cells, oil spills and tensioactive slicks that eventually allow the study of the self-similar structure of the turbulence. Depending on the surface wind and wave level, and also on the fetch. the bathimetry, the spiral parameters and the resolution of vortical features change. Previous descriptions did not include the new wind and buoyancy features. SAR images also show the turbulence structure of the coastal area and the Regions of Fresh Water Influence (ROFI). It is noteworthy tt such complex coastal field-dependent behavior is strongly influenced by stratification and rotation of the turbulence spectrum is observed only in the range smaller than the local Rossby deformation radius, RL. The measures of diffusivity from buoy or tracer experiments are used to calibrate the behavior of different tracers and pollutants , both natural and man-made in the NW Mediter-ranean Sea. Thanks to different polarization and intensity levels in ASAR satellite imagery, these can be used to distinguish between natural and man-made sea surface features due to their distinct self-similar and fractal as a function of spill and slick parameters, environmental conditions and history of both oil releases and weather conditions. Eddy diffusivity map derived from SAR measurements of the ocean surface, performing a feature spatial correlation of the available images of the region are presented. Both the multi fractal discrimination of the local features and the diffusivity measurements are important to evaluate the state of the environment. The distribution of meso-scale vortices of size, the Rossby deformation scale and other dominant features can be used to distinguish features in the ocean surface. Multi-fractal analysis is then very usefull. The SAR images exhibited a large variation of natural features produced by winds, internal waves, the bathymetric distribution, by convection, rain, etc as all of these produce variations in the sea surface roughness so that the topological changes may be studied and classified. In a similar way bathimetry may be studied with the methodology described here using the coastline and the thalwegs as generators of local vertical vorticity.
In this study the spatial distribution of eggs, larvae and juveniles of European anchovy (Engraulis encrasicolus) was followed in 2004 and 2005 during three consecutive cruises each year in spring–summer to test what the limits of retention are in a non-upwelling area. Eggs, small larvae and large juveniles were mainly distributed over the shelf, whereas large larvae and small juveniles were found mainly off the shelf. Although overall distributions were similar, the 2 yr differed in that there was more of a coastal distribution of individuals in 2004, whereas in 2005 more individuals were found off the shelf. There were no significant differences in the length–weight relationships for individuals found on and off the shelf or between years. The correspondence in circulation patterns and the lack of difference in the length–weight relationships suggest that a single population is present, larvae drifting off the shelf due to currents and returning as mobile juveniles. Quantile regression analysis of the long-term recruitment index suggests that transport off the shelf may favour good recruitments. This would suggest that in non-upwelling regions the retention area resulting in good recruitment may not be restricted to the shelf.
Marine dredging operations are not uncommon in coastal waters since they are necessary for several
beneficial uses, such as harbour maintenance, beach nourishment or removal/capping of pollutants,
amongst others. They also constitute a significant risk for the environment, changing its physical,
chemical and biological characteristics, as evidenced by many authors. In this study, two numerical models
are used to simulate the dispersion pattern of fine suspended sediment spilled from a dredge barge,
considering different hydrodynamic scenarios, particle sizes and dredging tracks in a mesotidal environment.
The results show that, in this particular case, the currents (largely induced by the tide) are the main
responsible for the final disposition of the settled particles, being the other variables of secondary
importance
European seas are subjected to continuous degradation and cetaceans, in particular, are vulnerable to several threats, being the fisheries bycatch and the climate change the greatest ones. The Bay of Biscay has been found to be the centre of highest cetacean diversity in the Northeast Atlantic. In response to these problems concerning the state of the marine environment, in June 2008, the UE established the Marine Strategy Framework Directive (MSFD), which aims to achieve a ‘good environmental status’ by 2020. Hence, a requirement arises for ecological indicators based on an ecosystem approach. In this context, this study, relying on data from CODA project, proposes to investigate the summer spatial distribution of cetaceans in the offshore waters of the Bay of Biscay, using physiographic and remotely-sensed oceanographic variables. During the survey, 13 cetacean species were identified, being the most frequent, the fin whale and the common dolphin. A higher species richness was evident over the submarine canyons. Distribution of the three most sighted species (fin whale, common and striped dolphins) was modelled spatially, using generalised additive models, in relation to environmental features. Spatial segregation was clear, with dolphins distributed in the inner part of the Bay, and the whales towards West with special incidence around the Galician Bank. These results permit the identification of potential cetacean ‘hotspots’ in the Bay of Biscay region, enabling the establishment of marine protected areas. Cetaceans do have a great potential to act as indicator species and may be valuable assets for planning, promoting, and implementing MPAs. Their use as ecological indicators should be accomplished with other studies where different metrics are applied, also based on other taxonomic groups, which combined will provide a comprehensive panorama of the environmental status of the marine ecosystem to achieve the conservation objectives of the MSFD and comply with management plans for the Bay of Biscay.