Marine Noise in the Ligurian Sea: From Systematic Signal Analysis to Impact on Marine Species

- A. Galve, P. Guidetti & J. Lebrun -
 

Anthropogenic noise in the Ligurian Sea threatens marine species

Ocean Bottom Hydrophone (OBH) in the process of being installed at a 10 meter depth off Les Marinières beach (Villefranche-sur-mer).
Ocean Bottom Hydrophone (OBH) in the process of being installed at a 10 meter depth off Les Marinières beach (Villefranche-sur-mer). Ocean Bottom Hydrophone (OBH) in the process of being installed at a 10 meter depth off Les Marinières beach (Villefranche-sur-mer).

Academy 3 highlight

The NAUTILUS project brings together experts in marine biology and ecology, geosciences, acoustic signal processing and artificial intelligence to observe and evaluate a major ecological hazard: marine noise, and its impacts on key marine species in coastal and offshore habitats in the Ligurian Sea.

The project

The undersea environment has long been described as a silent world. Research carried out in recent decades, however, has raised a growing awareness about sounds and noises as important components of the marine environment. Marine noise consists of biotic (produced by animals such as fish and mammals), abiotic (e.g., breaking waves, currents, ice breaking), and anthropogenic sounds (e.g., sonar, seismic prospecting, drilling, recreational and fishing vessels, shipping). The sum of these noise sources is referred to as the soundscape. The rise of global urbanization, industrialization and trading has resulted in a dramatic increase in anthropogenic noise, recognized as a major global pollutant in the 21st century. Anthropogenic noise may impact a large variety of marine animal species, with consequences ranging from no effect to major repercussions (e.g., behavioral alterations or stress induction, negatively impacted co-specific interactions, survival and reproduction) or even immediate death.The NAUTILUS project builds upon a multidisciplinary collaboration among researchers in marine biology and ecology, geosciences and acoustic signal analysis to provide essential information on the soundscape in the Ligurian Sea and its impacts on marine organisms that play key roles in the local marine ecosystems (i.e., bony fish and cetaceans).

The project started recently, and in the summer 2019, we deployed two types of instruments (some of which are usually used for earthquake recording), offshore Villefranche-sur-mer, Saint-Jean-Cap-Ferrat and Eze: short-term listening and high frequency hydrophones, and long-term listening, lower frequency hydrophones. These instruments recorded the soundscape (i.e., acoustic waves) for the first time in the Ligurian Sea, at sites that were Natura 2000 labeled by the EU. Meanwhile, we collected juvenile sparid fish data and samples in the three sites. Based on these data and on earlier seismological datasets (acoustic and seismic waves), we are currently developing machine-learning-based algorithms to automatically extract the signal information from marine noise and marine mammal activity in the Ligurian Sea (along with other type of relevant information in the recordings). This automatic extraction should help us to discriminate, estimate and map the various sources of marine noise in the Ligurian Sea, and examine their local impact on key species.


Juvenile white seabream (Diplodus sargus) taken off Les Marinières beach where marine noise is recorded
Juvenile white seabream (Diplodus sargus) taken off Les Marinières beach where marine noise is recorded Juvenile white seabream (Diplodus sargus) taken off Les Marinières beach where marine noise is recorded



Typical acoustic recording of fin whale calls around 20 Hz from a small network of Ocean Bottom Hydrophones (Left: Raw data; Right: Processed data with denoising and synchronization of sound events).
Typical acoustic recording of fin whale calls around 20 Hz from a small network of Ocean Bottom Hydrophones (Left: Raw data; Right: Processed data with denoising and synchronization of sound events). Typical acoustic recording of fin whale calls around 20 Hz from a small network of Ocean Bottom Hydrophones (Left: Raw data; Right: Processed data with denoising and synchronization of sound events).

The +

At a time when the Nice metropolitan area is trying to establish policies for the preservation of nature, we totally ignore whether the noise produced by summer recreational activities has any negative impact on key organisms in our marine ecosystems. NAUTILUS tackles this critical question for the first time. NAUTILUS integrates expertise and cutting-edge science in biology, marine geosciences and artificial intelligence to both record the marine noise in the Ligurian Sea and to examine its impact on key species such as seabream and fin whale.

What’s next?

We will use the approach pioneered in the NAUTILUS project to investigate the impact of marine noise on other species and in other geographical areas. To enhance recorded signals, we will use cutting edge marine instruments such as OBS, optical fibers and MERMAIDs. If we can obtain additional funding from the ANR or European funding agencies, we will create a living multidisciplinary library of marine noise signals that could be used by both public and private stakeholders.


 

Project information

Scientific domain
Biology, Ecology, Marine Seismology, Data Science

Theme
Soundscape, Machine Learning, Fish Abundance, Behavior and Growth
Key words
Marine Noise,
Human Activity,
Acoustic Signal,
Fishes
Fin Whales
Total budget

109.662 k€ including :
103.662 k€ from Academy 3

Students inolved

Di Franco Eugenio (UCA), PhD
                                                                                                                            

Partner laboratories
iBV, UCA
CHU de Nice
CHORUS
LOV
CIRM
 
International collaboration
Stanford University
Project members
GUIDETTI Paolo      
SABOURAULT Cécile
RISSO Christine        
GUIBBOLINI Marielle
PIERSON Patricia    
DERIJARD Benoit 
ROSSI Francesca     
DI FRANCO Antonio
SPENNATO Guillaume
PRIOUZEAU Fabrice  
DI FRANCO Eugenio
HABIB Dominique   
VIROLLE Thierry    
VERANDO Patrick   
TURCHI Laurent  
DI IORIO Lucia    
MICHELI Fiorenza 
IRISSON Jean-Olivier
PARIS François         
LEGRAND Olivier    
KUHL Ulrich             
GALVE Audrey      
LAIGLE Mireille       
RIVET Diane             
DE BARROS Louis   
SLADEN Anthony  
REGNIER Marc     
FONT Yvonne         
DESCHAMPS Anne  
YATES Ben             
OREGIONI Davide    
BLETERY Quentin    
LEBRUN Jerome   

portrait Audrey Galve
portrait Audrey Galve

portrait Paolo Guidetti
portrait Paolo Guidetti


portrait Jerome Lebrun
portrait Jerome Lebrun
 

Project valorization

Publication:

Meetings & communication:
 
logos partenaires NAUTILUS 1
logos partenaires NAUTILUS 1
logos partenaires NAUTILUS 2
logos partenaires NAUTILUS 2