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)
208
analyzed both qualitatively and quantitatively to
confirmthenewsoundtriggeringthereactions.
1.2 SightingSurveyfromanOperatingHydrofoilwith
theNewSoundinNiigata,Japan
Itisalsoimportanttounderstandtheimprovementof
repellanteffectofthenewUWSsoundinactualusage
condition. The new sound
was installed to the
operating Hydrofoil, and the effectiveness of this
soundwasinvestigatedthroughthissightingsurvey.
Theprobabilityofsightingoftheprevioussoundand
new sound was calculated from the sighting record
andcomparedbetweenthetwosounds.
2 METHOD
2.1 PlaybackExperimentoftheNewSound
on
HumpbackWhale(Megapteranovaeangliae)in
Okinawa,Japan
Inordertoinvestigateandexaminetheeffectiveness
ofthenewUWSsound,theplaybackexperimentwas
conductedatoffthecoastofMotobutown,Okinawa,
Japan (Fig 1). The Furuno Electric Company’s UWS
(FC‐510K)wasausedinthisexperiment.
Figure1. Map of Okinawa, Japan. Black dot indicates
MotobuTown.
Before operating the experiment, any surfacing
behavior,includingsurfacingintervaltimeandbreath
count,ofthetargethumpbackwhalewasmonitored
and recorded as the research ship follow after the
whale with enough distance for at least one hour.
These behavioral data was recorded every time the
whalesurfacethroughoutthis
experiment.Then, the
research ship moved to the next expected surfacing
areaofthewhaleandceasedtheenginetooperatethe
experiment.
TheUWSwasputtwometersundersurface,and
thesound was generated as the whale surfaces. The
loudness of the sound was controlled based on
distance
tothewhalewithaudiopoweramplifier.The
voltage gain of‐35 dB for those surfaced near the
researchship(300metersorless),and‐18dBforthose
at further distance (300 meters or more) and those
appearedtobenoreactionagainstthe‐35dBsound.
Thesoundwasstopped
whenthewhaledivedownor
anintensivereactionwasobserved.Thebehaviorwas
continuously monitored after the playback
experiment for at least another one hour until its
behaviorwasappearedtobebacktonormal.Allthe
experimentalprocedureswererecordedonvideofor
furtheranalysis.
The effectiveness of
the new UWS was analyzed
basedonanychangeinrecordedbehavioraldata;any
significant difference in behavior from before and
aftergeneratingsoundwasconsideredasthereaction
againstthesound.
2.2 SightingSurveyfromanOperatingHydrofoilwith
theNewSoundinNiigata,Japan
The repellant effect of the
new UWS sound was
investigated through the sighting survey from May
12th, 2014 to June 10th, 2014 in Niigata, Japan. This
surveywasconductedwithasupportofSadoSteam
ShipCo,Ltd,whoownsthreehydrofoilsforshipping
servicebetweenNiigatacityandSadoIsland(Fig2).
Figure2.MapofNiigata,Japan.(A)isRyotsuPortofSado
Island, and (B) is Niigata port. The hydrofoil shipping
servicerouteisindicatedasblackline.
Thepurposeofthissurveywastoinvestigatethe
repellenteffectofthenewUWSsoundundernormal
hydrofoiloperatingservicecondition.ThenewUWS
sound was installed to one of their hydrofoils, and
cetaceansightingrecordswerecollectedfromall the
three hydrofoils, one with the new UWS sound and
two with the previous UWS sound, under normal
operating service condition. The sighting records
werecollectedfromthecockpitofhydrofoil.
From the sighting record, the probability of
sighting,whichequalstothetotalnumberofcetacean
sightingrecordsdividedbytotalnumberofshipping
services of hydrofoil during the
survey period, was
calculated for both the new and previous UWS
sounds. This probability indicates a chance of
hydrofoil encountering cetaceans in one shipping
service basis, thus, smaller probability means less
chance of encountering cetaceans and so that less
chanceofcollisionwithcetaceans.