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Passive acoustical counting of odontocetes using towed and stationed platforms
Akamatsu, T.; Wang, D.; Wang, K.; Li, S.; Dong, S.; Kimura, S.
©photo by X. Wang, courtesy of IHB
2aAB7, 157th Meeting ASA, Portland, USA, May 19, 2009
1.Detect target animals
2.Count target animals
©photo by X. Wang, courtesy of IHB
Two steps of PAM for biological studies
Discrimination of each sound source
Detection probability of PAM
2
White-beaked dolphin@IcelandMiller et al. 2007, MMSC@Capetown
Harbor porpoise@DenmarkDeep-Sea Research II, 54,290-297 (2007)
Finless porpoise @ChinaProc. Roy. Soc. B, 272, 797-801 (2005)
Frequent sound production has been confirmed by A-tags on odontocetes.
1.1.DetectDetect target animalstarget animals
87m17m13m
6-12km/h
Passive Acoustical Method
A-tag (ML200-AS2, Marine Micro Technology, Japan)A-tag is a stereo pulse event recorderSPL, IPI, bearing angle of sound sourcebody (21mm x 112mm, 65g) + hydrophonesReceiving bandwidth; 100-160 kHz (-5dB width)Sensitivity of the hydrophone; -201dB/V at 120kHz730,800 JPY/each +options (I/F box, D cell case)
Akamatsu et al. 2008, JASA
3
Yangtze finless porpoiseThe only freshwater population of finless porpoise
China
Yangtze River
Yichiang Shanghai
Study site and target animals
Yichang
1700km
ShanghaiChina
4
800
600
400
200SPL
(Pa)
14:562006/11/21
14:57 14:58 14:59 15:00
dat
-300
-200
-100
0
100
200
300
time di
fferen
ce
2
4
6
10
2
4
6
PI (
ms)
Bea
ring
angl
e
A trace of a sound source
bow
stern
2. Count target animals
800
600
400
200SPL (Pa)
13:242006/11/21
13:26 13:28 13:30
dat
-300
-200
-100
0
100
200
300
time difference
1
2
4
6
10
2
4
6
PI (ms)
Bea
ring
angl
e
2. Count target animals
5
0
100
200
300
400
500
600
0 200 400 600
Distance measured visually (m)
Dis
tanc
e m
easu
red
acou
stic
ally
(m)
Detection range 300m
300mObservable area
12km
N29, 55
29, 50
29, 45
29, 40
29, 35
116, 20116, 15116, 10116, 05E116, 00 116, 25
1km
N
揚子江
ポーヤン湖
九江湖口
5
3
1
N29, 55
29, 50
29, 45
29, 40
29, 35
116, 20116, 15116, 10116, 05E116, 00 116, 25
1km
N
揚子江
ポーヤン湖
九江湖口
5
3
1
5
3
1
ポーヤン湖
116, 20116, 15116, 10116, 05 116, 2
1km
N
揚子江
九江湖口
5
3
1
ポーヤン湖
116, 20116, 15116, 10116, 05 116, 2
1km
N
揚子江
九江湖口
5
3
1
5
3
1
Acoustical observation Visual observation
Detected number of animals / km
Acoustics vs. visual
6
ObservableUnknown
How many we missed?
Pa= m / Nv = 1/3
Pv= m / Na = 1/3
N= Na x Nv / m = 9
Na=N x Pa
Nv=N x Pv
m=N x Pa x Pv
ObservableUnknown
Pa ; Acoustical detection probability
Pv ; Visual detection probability
N ; The total number in the strip transect within 300 m of the vessel track
How many we missed?
7
Num
ber o
f det
ecte
d in
divi
dual
s
Acoustics
Visual
Matched
Matched
Not matched
A time window
How many we missed?
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0 300 600 900
time window (seconds)
Dete
cti
on p
roba
bilit
y
Acoustics
Visual
120s
Detection probabilityAppropriate time window similar to the respiration interval of finless porpoises
Pa= 45.8%
Pv= 18.8%
Akamatsu et al. JASA (2008)
8
0
20
40
60
80
100
120
0 5 10 15
group size (animals/120s)
num
ber
of
groups
acousticsvisual
Group size
Number of animals detected within 2 minutes time window
Akamatsu et al. JASA (2008)
Population size of finless porpoises
between Yichang to Shanghai
ObservableCalculated
Pa= 45.8%
N = 445 = 204 / 0.458
Population size = Density x Area
Density = 0.436 porpoises/km2, where L=1700km, w=600m
Area= 1700-3400 km2, where L=1700km, W=1-2km
Independent visual estimation = 1,111 (CV=0.15)
Zhao et al. Biologocal Conservation (2008)
Estimated Population size = 742 – 1,483This study
9
Back and forth over 1000 km from Wuhan to Shanghai
Cargo ship based automatic survey
Ongoing observation
10
20km
Poyang Lake
A bottleneck?
20km
our questionAre the populations going to be fragmented?
11
Stationary acoustic monitoringStationary acoustic monitoringof Yangtze finless porpoisesof Yangtze finless porpoises
Monitoring at the possible bottleneck
Short term monitoring at St. 1, 2 & 3
Half year monitoringat St. 3
Yangtze River
Bridge
Poyang Lake
Yangtze River
Bridge
Poyang Lake
12
180
150
120
90
60
30
0
1
Lake side (upstream)
River side (downstream)
Group size counting
2006/04/28
11:19 11:20 11:21 11:22 11:23
degr
ee (θ
)
1 2 2(animals/min.)Kimura et al. JASA (2009)
A bottleneck was suggested
Yangtze River
Bridge
Poyang Lake
Yangtze River
Bridge
Poyang Lake
(Kruskal Wallis test, p<0.01) ** : p<0.01
0
1
2
3
St. 3 St. 2 St. 1
Ave
rage
num
ber /
min
ute
** **
**
Poyang lake
Kimura et al. JASA (2009)
13
But porpoises still migrate
-5
-3
-1
1
3
5
7
Num
ber /
day
Up (to Poyang Lake)
Down (to Yangtze River)
19th / May 19th / Jun 19th / July 19th / August 19th / September
Yangtze River
Bridge
Poyang Lake
Yangtze River
Bridge
Poyang Lake
©photo by X. Wang, courtesy of IHB
Conclusions
1.Yangtze finless porpoises could be counted acoustically by towing and stationary stereo pulse event recorders.
2.Acoustics was powerful method to observe isolated animal in the low density area.
14
©photo by X. Wang, courtesy of IHB
Acknowledgements
The Yangtze Freshwater Dolphin Expedition 2006 was organized cooperatively by the Institute of Hydrobiology of the Chinese Academy of Sciences, the Administrative Committee of Changjang Fisheries Resource of the Ministry of Agriculture of China, and the baiji.orgFoundation. The acoustic research portion of the expedition was supported by the Program for the Promotion of Basic Research Activities for Innovative Biosciences (ProBRAIN), the Research and Development Program for New Bioindustry Initiatives, and the Fisheries Research Agency of Japan. Sponsorship was provided by the SeaWorld–Busch Conservation Fund, Budweiser Wuhan, Anheuser–Busch Inc., SGS, DEZA, BAFU, the Manfred Hermsen Stiftung Foundation, the Hubbs–SeaWorld Research Institute, the Hubbs Society, and the Ocean Park Conservation Foundation of Hong Kong. We thank Samuel T. Turvey, Robert L. Pitman, Barbara L. Taylor, Jay Barlow , Leigh A. Barrett ,Xiujiang Zhao, Randall R. Reeves, Brent S. Stewart, Zhuo Wei, Xianfeng Zhang, L.T. Pusser, Michael Richlen, and John R. Brandon.