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P i A ti M it i fPassive Acoustic Monitoring forMarine Mammals in the Gulf of Mexico
John HildebrandScripps Institution of Oceanography
University of California San Diego
With contributions from:Natalia Sidorovskaia [email protected]
Aaron Rice arice@cornell eduAaron Rice [email protected]
April 7, 2015 - Gulf of Mexico
Marine Mammal Research and Monitoring MeetingAstor Crowne Plaza, New Orleans, LA
High-frequency Acoustic Recording Package (HARP)g ( )
Hydrophone
SIO HARP - Passive Acoustic Monitoring
5 HARPSMay 2010 - Present
Cornell MARU – Passive Acoustic Monitoring
22 MARUs22 MARUsJune 2010 - February 2012
LADC EARS – Passive Acoustic Monitoring
July - August, 2001 August - September 2002 July 2007 September 2010September 2010
LADCGEMMGEMM
Gulf Ecological Monitoring and Modeling
2015-2017
2015-2017 objectives:1. Long-term ecosystem-centered passive
acoustic monitoring (E-PAM) of marine mammal recovery after the spill;
2 Comparison of E-PAM platforms for 2. Comparison of E-PAM platforms for cost-effective near real-time monitoring (bottom-moored buoys, Seagliders, and ASV);
3. Integrated acoustic data processing techniques connecting abundance variations and ecosystem indicators (soundscapes, food supply, stock (soundscapes, food supply, stock composition);
4. Population dynamics predictive modeling.
Sperm Whale DetectionsOil on surface Mississippi Canyon
100
50 y
0
100s pe
r Day
Green Canyon100
50
5 m
in B
ins
D T t
0100
ntag
e of
5
Dry Tortugas
50 Perc
en
02010 2011 2012
Density Estimation Equation
Sperm Whale Density Estimation – Results
Oil on surface
40
200 km
2
20
020 n
# /1
000
20
10
stim
ates
i
010
ensi
ty E
s
5
Wee
kly
D
0
W
Sperm Whale Visual and AcousticNMFS Visual Surveys in 1996-2001 and 2003-2004NMFS Visual Surveys in 1996 2001 and 2003 2004Number = 1,665 (CV=0.20)Visual Density Estimate = 5.4 / 1000 km2
Sighting Area = 311 x 1000 km2
MC12.1
GC2.9
DTDT0.6
Acoustic Density Estimates in # /1000 km2
Pygmy and Dwarf Sperm Whales
Dwarf Sperm whalePygmy Sperm whale
Kogia spp. echolocation clicksHARP sampled at 320 kHz
Kogia spp. echolocation clicksMC HARP sampled at 200 kHz
Dwarf & Pygmy Sperm Whale DetectionsOil on surface
5
2 5
Oil on surface
Day
Mississippi CanyonMississippi Canyon
2.5
0
nspe
r D
5
2.5 min
Bin Green CanyonGreen Canyon
0
5age
of 5
D T5
2.5
Per
cent
a Dry TortugasDry Tortugas
0
P
2010 2011 2012
Kogia Spp. Visual and AcousticNMFS Visual SurveysNMFS Visual SurveysNumber = 453 (CV=0.35) Sighting Area = 378 x 1000 km2
Visual Average Density = 1.2 / 1000 km2
MC18.9
GC28.0
DTDT5.9
Acoustic Density Estimates in # /1000 km2
Beaked whales in Gulf of Mexico
1816
Gervais’ beaked whale
Cuvier’s beaked whale
Gervais beaked whale
44
?Blainville’s beaked whale
Unknown Beaked Whale BWG
?Blainville s beaked whale
Beaked whale acoustics
Cuvier’s 49.8% Gervais’ 48.7% Blainville’s 0.4% BWG 1.1%
P t t f B k d Wh l i th G lf f M iPercentage encounters for Beaked Whales in the Gulf of Mexico
From Simone Baumann-Pickering
Gervais’ Beaked Whale DetectionsOil on surface
Day
Mississippi Canyon
nspe
r D
min
Bin
Green Canyon
age
of 5
Dry Tortugas
Per
cent
a y g
P
Gervais’ Beaked Whale DensityOil fOil on surface
Mississippi Canyon Mean = 2.7 animals / 1000 km2
0 km
2 n
# /1
000
Green Canyon Mean = 2.4 animals / 1000 km2
stim
ates
i
Dry Tortugas Mean = 13.7 animals / 1000 km2 ensi
ty E
s
y g
Wee
kly
DW
Gervais’ Beaked Whale Visual and AcousticNMFS Visual Surveys: NMFS Visual Surveys: Mesoplodon spp. 57 (CV=1.40); Ziphiidae 337 (CV=0.40)Sighting Area = 303 x 1000 km2
Visual Density (Max) = 1.3 / 1000 km2
MC2.7
GC2.4
DTDT13.7
Acoustic Density Estimates in # /1000 km2
Cuvier’s Beaked Whale DetectionsOil on surface
Day
Mississippi Canyon
nspe
r D
min
Bin
Green Canyon
age
of 5
Dry Tortugas
Per
cent
a y g
P
Cuvier’s Beaked Whale DensityOil on surfaceOil on surface
0 km
2 Mississippi Canyon Mean = 1.0 animals / 1000 km2
n #
/100
0
Green Canyon Mean = 0 5 animals / 1000 km2
stim
ates
i Green Canyon Mean = 0.5 animals / 1000 km2
ensi
ty E
s
Dry Tortugas Mean = 15.3 animals / 1000 km2
Wee
kly
D
y g
W
Cuvier’s Beaked Whale Visual and AcousticNMFS Visual Surveys: yCuvier’s 65 (CV=0.67); Ziphiidae 337 (CV=0.40)Sighting Area = 303 x 1000 km2
Visual Density (Max) = 1.3 / 1000 km2
MC1.0
GC0.5
DTDT15.3
Acoustic Density Estimates in # /1000 km2
K. Frasier- Delphinid Passive Acoustic Monitoring
MC - All Dolphin Clicks
MC- Stenellids
Summary recommended priorities:
Support for on-going time-series data collection
Effort in areas of the Gulf not currently well sampled: Deepwater (non slope) Western Gulf Mexican waters
Collect acoustic (towed array) data on visual surveys to ( y) yrefine understanding of delphinid calls
Effort on tagging and tracking to refine density estimation o t o tagg g a d t ac g to e e de s ty est at oparameters