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Effects of offshore Wind Farms on Marine Mammals and Fish – The European Experience Frank Thomsen Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Lowestoft, Suffolk, U.K. Andrew B. Gill Dept of Natural Resources, School of Applied Sciences, Cranfield University, U.K.

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Page 1: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Effects of offshore Wind Farms on Marine Mammals and Fish – The European Experience

Frank ThomsenCentre for Environment,

Fisheries and Aquaculture Science (CEFAS), Lowestoft,

Suffolk, U.K.

Andrew B. GillDept of Natural Resources, School of Applied Sciences,

Cranfield University, U.K.

Page 2: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

(Adrian Judd, with permission)

Page 3: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Round 3

Page 4: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

•©Elsam A/S

Extent of development Extent of development

Spatial & Temporal considerations

•• Multiple devicesMultiple devices•• Cable arrayCable array•• SubSub--station & connection to shorestation & connection to shore•• Environmental footprintEnvironmental footprint•• Other wind farms & renewable optionsOther wind farms & renewable options

Time scale of developmentTime scale of development

Other uses of the coastal zoneOther uses of the coastal zone

Page 5: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Phases of impacts of ecological relevance1. Construction (& survey)1. Construction (& survey)

2. Operation2. Operation

©GE wind energy

3. Decommission3. Decommission

Page 6: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Construction-energy conversion device- substation- cables

Operation

Decommission

ORED Activity

ORED = Offshore renewable energy developmentsORED = Offshore renewable energy developments

Effects & impacts of ecological relevance

Page 7: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Construction-energy conversion device- substation- cables

Operation

Decommission

ORED Activity Effectors

Sediment – removal- disturbance

Cable - laying - routing

Structure - type- scale- pile driving

Areal extentTiming of activity

Cable - rating- array configuration

Electricity - amount- frequency- variability

Moving partsStructure – type

- scale

Sediment disturbanceStructure removalCable removalAreal extentTiming of activity

ORED = Offshore renewable energy developmentsORED = Offshore renewable energy developments

Effects & impacts of ecological relevance

Page 8: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Construction-energy conversion device- substation- cables

Operation

Decommission

ORED Activity Effectors Effects on Coastal Environment

Sediment – removal- disturbance

Cable - laying - routing

Structure - type- scale- pile driving

Areal extentTiming of activity

Cable - rating- array configuration

Electricity - amount- frequency- variability

Moving partsStructure – type

- scale

Sediment disturbanceStructure removalCable removalAreal extentTiming of activity

Habitat removalSmothering - species

- habitatIncreased turbidityContaminant remobilisationIncreased Biol Oxygen DemandIncreased noise & vibration

Noise & vibrationElectromagnetic field (EMF)

- frequency- amplitude

Collision - above water- below water

Increased habitat heterogeneity- colonisation opportunity

Sediment transportWater movement characteristics

Habitat removalSmothering - species

- habitatIncreased turbidityContaminant remobilisationIncreased Biol Oxygen DemandDecreased habitat heterogeneityNew colonisation opportunityIncreased noise & vibration

ORED = Offshore renewable energy developmentsORED = Offshore renewable energy developments

Effects & impacts of ecological relevance

Page 9: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Construction-energy conversion device-substation-cables

Operation

Decommission

ORED Activity Effectors Effects on Coastal Environment

Potential Ecological Response

Sediment – removal- disturbance

Cable - laying - routing

Structure - type- scale- pile driving

Areal extentTiming of activity

Cable - rating- array configuration

Electricity - amount- frequency- variability

Moving partsStructure – type

- scale

Sediment disturbanceStructure removalCable removalAreal extentTiming of activity

Habitat removalSmothering - species

- habitatIncreased turbidityContaminant remobilisationIncreased Biol Oxygen.DemandIncreased noise & vibration

Noise & vibrationElectromagnetic field (EMF)

- frequency- amplitude

Collision - above water- below water

Increased habitat heterogeneity- colonisation opportunity

Sediment transportWater movement characteristics

Sedentary species:Reduced diversityIncrease in opportunist

abundanceMobile species:

Temporary displacementLong-term displacementHearing loss

Indirect effects

Acoustic species:Individual disturbancePopulation disturbance

EMF sensitive species:Individual attraction/avoidancePopulation attraction/avoidanceAltered migration - temporary

- long termInjury/fatality of individualsChanges to - diversity

- abundance- biomass- connectivity- community structure

Indirect effects

Habitat removalSmothering - species

- habitatIncreased turbidityContaminant remobilisationIncreased Biol Oxygen DemandDecreased habitat heterogeneityNew colonisation opportunityIncreased noise & vibration

Sedentary species:Reduced diversityIncrease in opportunist

abundanceMobile species:

Temporary displacementLong-term displacement

Reduction in biomassIndirect effects

ORED = Offshore renewable energy developmentsORED = Offshore renewable energy developmentsSource: Gill (2005) Journal of Applied Ecology 42, p605Source: Gill (2005) Journal of Applied Ecology 42, p605--615615

Effects & impacts of ecological relevance

Page 10: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Consider the different phasesConsider the different phases•• InstallationInstallation•• OperationOperation•• DecommissioningDecommissioning

Baseline understanding of the organisms of Baseline understanding of the organisms of interestinterest

Investigating potential interactions between marine organisms and offshore wind energy

Relevance to offshore industry, regulators, Relevance to offshore industry, regulators, other stakeholders other stakeholders

Appropriate spatial scaleAppropriate spatial scale

Appropriate temporal scaleAppropriate temporal scale

Policy driven (eg. EIA & MSFD) Policy driven (eg. EIA & MSFD)

Page 11: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

COWRIE studies - taking the lab out into the field

•• Mesocosm (large fish pen) based studyMesocosm (large fish pen) based study•• Focus on semiFocus on semi--realism realism butbut study controlstudy control•• Remote coastal site away from background EMF & noiseRemote coastal site away from background EMF & noise•• Relevant species with different attributesRelevant species with different attributes•• Behavioural study with remote methodsBehavioural study with remote methods

• Set out the research question to answer Set out the research question to answer (e.g.)Q. Do electromagnetic sensitive fish respond to EMF emitted by offshore wind farm cables?Q. Does pile driving affect the behaviour of marine fish

Photo: Rachel Ball www.ices.dk/marineworld/jaws.asp

Page 12: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

v

Zip access

Sea surface

Flat, sandy sea bed

Anchors/mooringSinkable polyethylene collar

Buoyancy

Navigation marker buoys

40m5m

Floating polyethylene collar

10-1

5m Bridle mooring to mesocosm 2

COWRIE Mesocosm Studies

Page 13: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

A large-scale experiment to determine the response of electrosensitive fish to electromagnetic fields (EMF) generated by offshore windfarms

Andrew B. Gill1*, Ian Gloyne-Phillips3, Yi Huang4, Julian Metcalfe2, Andrew Pate4, Joe Spencer4, Vicky Quayle2 &

Victoria Wearmouth1

1 – Cranfield University; 2 – Centre for Fisheries, Environment and Aquaculture Science (CEFAS), 3 - CMACS Ltd, 4 – Centre for Intelligent Monitoring Systems (CIMS), University of Liverpool

Page 14: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Electromagnetic field (EMF) emissions from wind farm cables

X-section cable (internal) –magnetic field

X-section cable (external) - magnetic field

Page 15: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Magnetic fields• Focus - migration behaviour

- behaviour in relation to the cable trace

Fish (common eels & salmonids)

Cetaceans (whales & dolphins)

Pinnipeds (seals)

Chelonians (turtles)

Crustaceans (crabs & lobsters)

Page 16: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Elasmobranchs (sharks, skates and rays) –Electro- & Magneto-reception

Elasmobranchs (sharks, skates and rays) – key predators in coastal ecosystems and increasing conservation concern

Page 17: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Density distribution of Thornback Ray, functional benthic habitat & offshore wind farm sites

Page 18: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

EMF emissions from AC windfarm cables

• Approximates to E field of 0.9μμV/cm (50 Hz) at surface of seabed

Magnetic field Induced electric field

Page 19: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Measured electric and magnetic field of operational wind farm cable

Page 20: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Response to E-field

Elasmobranchs E field detection range: 10μV/cm – 5nV/cm (variable low frequencies)

Page 21: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Potential effects?- working hypothesis

Along/over the cable trace Within the cable array

Page 22: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to
Page 23: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Movement tracking

(Figure © by Vemco)

Page 24: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Fine scale movement of ray during 3 hour event

Variables-Near Distance

-Step length

Page 25: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Mean Step length (+/-95%C.L.) of individual rays

Live

0.00

0.50

1.00

1.50

2.00

2.50

8353RcT3 8355RcT3 8353RcT2 8356RcT1

Fish individual and Trial

Mea

n St

ep le

ngth

(m)

012

*

*

*

Page 26: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

EMF Conclusions EMF at wind farms-• Both electric and magnetic

fields are emitted by OWF cables

Individual effects-• EM sensitive fish can detect

EMF from subsea AC cables• Variable response by individuals• Attracted to emission at lower end of range

of sensitivity Population effects-• Need to determine if this

attraction is repetitive• Does avoidance occurs at

higher emissions of EMF

Page 27: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Underwater sound

• Four times faster than air

• Less attenuation

• Very long ranges (SOFAR

channel = > 1,000 km)

Page 28: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Sound and marine life

Page 29: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Functions of sound for marine life

Communication

Stunning prey

Finding food

Eavesdropping

Navigation

Page 30: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Theoretical zones of noise influence

Hearing loss, discomfort,

injury

Response

Masking

Detection

(Richardson et al. 1995)

TTS = Temporary threshold shift

PTS = Permanent threshold shift

Page 31: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Important units

Sound consist of pressure fluctuations (compressions and rarefactions of molecules)

Pressure fluctuations propagate through medium Sound consists of

- pressure component- particle motion component

Acoustic pressure: SPL (dB) = 20 log10 (P/P0)

P0 underwater = 1µPa; P0 air = 20 µPa

Pitch: Hz = cycles / s (pitch)

Page 32: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Hearing in cetaceans

Frequency (kHz)

0.01 0.1 1 10 100

SP

L (d

B re

1 µ

Pa)

20

40

60

80

100

120

140

160

Bottlenose dolphin (Johnson 1967) Risso's dolphin (Nachtigall et al. 1995) Striped dolphin (Kastelein et al. 2003) Killer whale (Szymanski et al. 1999; Behaviour) Killer whale (Szymanski et al. 1999; ABR) Harbour porpoise (Kastelein et al. 2002)

Page 33: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Hearing in fish

10 100 1000

SP

L (d

B re

1 µ

Pa)

50

60

70

80

90

100

110

120

130

140

150

160

Bass (Nedwell et al. 2004) Cod (Offut 1974) Cod (Hawkins & Myrberg 1983) Dab (Hawkins & Myrberg 1983)) Bass (Nedwell et al. 2004) Herring (Enger 1967) Pollack (Chapman 1973) Pollack (Chapman & Hawkins 1969) Atlantic Salmon (Hawkins & Johnstone 1978)Little Skate (Casper et al. 2003)

Page 34: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Construction noise

(ITAP 2005; Thomsen et al. 2006; Nedwell et al. 2007; review in OSPAR 2009)

0.00 0.05 0.10 0.15 0.20

Zeit in Sekunden

-4

-3

-2

-1

0

1

2

3

4

Sch

lalld

ruck

in k

Pa

Spitzenschalldruck ca. 3400 Pa

Background

• Impact pile driving with very high sound pressure levels

• 228 dB re 1µPa peak – 257 dB re 1µPa peak to peak (1m)

• Several hundred strikes per pile

• Main energy at lower frequencies < 1kHz

Page 35: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

1,000 10,000 100,000100

20

100

200

260

Frequency [Hz]

dB r

e 1µ

Pa

Detection

1 m

80 km

(Thomsen et al. 2006)

Page 36: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Response

Source

Properties-duration-transient / continuous

Channel

Age Condition

Sex

Social state

SeasonBehavioural state

Page 37: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Response: harbour porpoises

Reduced sightings during impact pile drivingDecreased clicking rate 15-20 km from sourceShort-term effect at Horns ReefLong term effect at Nysted

(Tougaard et al. 2003, 2005, 2007 Carstensen 2006)

Page 38: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to
Page 39: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Possible consequences of disturbance

Displacement from spawning and / or fishing grounds

• Reduced reproduction and survival

• Reduced catches

(Herring; map from Coull et al. 1998 currently updated by Cefas; see Engas et al. 1996)

Page 40: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Effects of pile driving sound on the behaviour of marine fish

Frank Thomsen1, Christina Mueller-Blenkle1, Andrew Gill2, Julian Metcalfe1, Peter McGregor3, Victoria Bendall1, Daniel Wood1, Mathias Andersson4, Peter Sigray4

1) Cefas, 2) Cranfield University Cranfield, 3) Cornwall College Newquay, 4) Stockholm University

Page 41: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

ObjectivesExperimental study on the effects of pile-driving sound on cod

and sole

Page 42: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

v

Zip access

Sea surface

Flat, sandy sea bed

Anchors/mooringSinkable polyethylene collar

Buoyancy

Navigation marker buoys

40m5m

Floating polyethylene collar

10-1

5m Bridle mooring to mesocosm 2

COWRIE Mesocosm Studies

Page 43: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Playback and recording

(Pictures ©Christina Mueller, Mathias Andersson)

Page 44: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Movement tracking

(Figure © by Vemco)

Page 45: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Playback Group 1, trial 1

Page 46: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Playback Group 1, trial 2....cont’d

• Trial with 4 fish each (2 M1 2 M2), 62 trials, 50 Individuals• Recordings of position, speed and direction of movement of fish• Over 4,000 positional data points

Page 47: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Movement response

BeforeDuringAfter

Page 48: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Swimming speed increase in sole

(RL = 144 – 156 dB re 1µPa Peak 6.5 x10-3 to 8.6 x10-4 m/s2 peak in near mesocosm)

Sole mean speed 2-5 exposure (n=14,8)

0.0

0.1

0.2

0.3

0.4

0.5

0.6

before during after

playback

body

leng

ths

per s

econ

d

near far

Wilcoxon test near mesocosm p = 0.03 far mesocosm not significant

Page 49: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Freezing response in cod

BtoTrans TranstoD DtoTrans2 Trans2toA-0.09

-0.06

-0.03

0.00

0.03

0.06

0.09

0.12

Mea

n +-

1 S

E

BtoTrans TranstoD DtoTrans2 Trans2toA

-0.09

-0.06

-0.03

0.00

0.03

0.06

0.09

0.12

Mea

n +-

1 S

E

Near mesocosm Far mesocosm

(non-parametric repeated measures 1-way ANOVA; H = 13.98, df = 3, P = 0.0029; RL = 140 – 161 dB re 1µPa Peak; 6.5 x10-3 to 8.6 x10-4 m/s2 peak)

Page 50: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Directional response (sole)

Before During

0

90

180

270

0

90

180

270

Page 51: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Conclusions

Objective ConclusionsEffects of pile-driving sound sources on the behaviour of marine fish

First field relevant experimental data that pile-driving sound affects the behaviour of cod and sole

Threshold for behavioural response No single threshold but range over which behavioural response occurs

Characteristics, scale and duration of responses

Variety of responses (swimming speed, freezing, directional movement), differences between individuals and species; some indications for habituation (for discussion)

Conclusions

Page 52: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Coastal environment WILL be affected by Coastal environment WILL be affected by Offshore Windfarms Offshore Windfarms

-- including effects on the behaviour of marine lifeincluding effects on the behaviour of marine life

Page 53: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Assessment of the effects essential and needs Assessment of the effects essential and needs to have wide scopeto have wide scope

Relevant data and research required to address Relevant data and research required to address specific information gapsspecific information gaps

Page 54: Effects of offshore Wind Farms on Marine Mammals and · PDF fileEffects of offshore Wind Farms on Marine Mammals and Fish – The European Experience ... sensitive fish respond to

Environmental management of offshore wind Environmental management of offshore wind farms needs to be updated based on science farms needs to be updated based on science

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