Statistical characteristics of signal trains produced by North Atlantic right whales (NARW) during the winter and early spring in Cape Cod Bay, MA are described. Data analysis was based on four days of acoustic recordings that were obtained with synchronized hydrophones. Based on temporal and geographical clustering of detected signals, 7264 NARW sounds were identified and associated with 559 signal trains. The detected signals were assigned to four classes of narrowband tonal calls—upcalls, downcalls, complex, and high frequency, and two classes of wideband sounds—gunshots and complex. Empirical distributions of the number of signals in trains, total duration of trains, the positions of NARW, and signal classes are presented. Results indicate that 68.9% of all signal trains consisted of 10 or fewer signals. Low and high frequency tonals that lacked wideband sounds formed 69.1% of trains; 5.0% of trains lacked tonals. Trains consisting of only upcalls comprised 44.2% of all detected trains. Because 18.3% of trains contained no upcalls, using detectors that identify all signal classes would improve right whale detection.

1.
Blackwell
,
S. B.
,
Nations
,
C. S.
,
McDonald
,
T. L.
,
Greene
,
C. R.
, Jr.
,
Thode
,
A. M.
,
Guerra
,
M.
, and
Macrander
,
A. M.
(
2013
). “
Effects of airgun sounds on bowhead whale calling rates in the Alaskan Beaufort Sea
,”
Mar. Mammal Sci.
29
,
342
365
.
2.
Clark
,
C. W.
(
1982
). “
The acoustic repertoire of the southern right whale, a quantitative analysis
,”
Anim. Behav.
30
,
1060
1071
.
3.
Clark
,
C. W.
,
Brown
,
M. W.
, and
Corkeron
,
P.
(
2010
). “
Visual and acoustic surveys for North Atlantic right whales, Eubalaena glacialis, in Cape Cod Bay, Massachusetts, 2001–2005: Management implications
,”
Mar. Mammal Sci.
26
,
837
854
.
4.
Dugan
,
P. J.
,
Rice
,
A. N.
,
Urazghildiiev
,
I. R.
, and
Clark
,
C. W.
(
2010
). “
North Atlantic right whale acoustic signal processing: Part I. Comparison of machine learning recognition algorithms
,”
IEEE Applications and Technology Conference (LISAT), Long Island Systems
, pp.
1
6
.
5.
Gillespie
,
D.
(
2004
). “
Detection and classification of right whale calls using an ‘edge’ detector operating on a smoothed spectrogram
,”
Can. Acoust.
32
,
39
47
.
6.
Matthews
,
J. N.
,
Brown
,
S.
,
Gillespie
,
D.
,
Johnson
,
M.
,
McLanaghan
,
R.
,
Moscrop
,
A.
,
Nowacek
,
D.
,
Leaper
,
R.
,
Lewis
,
T.
, and
Tyack
,
P.
(
2001
). “
Vocalization rates of the North Atlantic right whale (Eubalaena glacialis)
,”
J. Cetacean Res. Manage.
3
,
271
282
.
7.
Mellinger
,
D. K.
,
Nieukirk
,
S. L.
,
Matsumoto
,
H.
,
Heimlich
,
S. L.
,
Dziak
,
R. P.
, and
Haxel
,
J.
(
2007
). “
Seasonal occurrence of North Atlantic right whale (Eubalaena glacialis) vocalizations at two sites on the Scotian shelf
,”
Mar. Mammal Sci.
23
,
856
867
.
8.
Morano
,
J. L.
,
Rice
,
A. N.
,
Tielens
,
J. T.
,
Estabrook
,
B. J.
,
Murray
,
A.
,
Roberts
,
B. L.
, and
Clark
,
C. W.
(
2012
). “
Acoustically detected year-round presence of right whales in an urbanized migration corridor
,”
Conserv. Biol.
26
,
698
707
.
9.
Mussoline
,
S. E.
,
Risch
,
D.
,
Hatch
,
L. T.
,
Weinrich
,
M. T.
,
Wiley
,
D. N.
,
Thompson
,
M. A.
,
Corkeron
,
P. J.
, and
Van Parijs
,
S. M.
(
2012
). “
Seasonal and diel variation in North Atlantic right whale up-calls: Implications for management and conservation in the northwestern Atlantic Ocean
,”
Endang. Species Res.
17
,
17
26
.
10.
Parks
,
S. E.
,
Hamilton
,
P. K.
,
Kraus
,
S. D.
, and
Tyack
,
P. L.
(
2005
). “
The Gunshot sound produced by male North Atlantic right whales (Eubalaena glacialis) and its potential function in reproductive advertisement
,”
Mar. Mammal Sci.
21
(
3
),
458
475
.
11.
Parks
,
S. E.
,
Searby
,
A.
,
Celerier
,
A.
,
Johnson
,
M. P.
,
Nowacek
,
D. P.
, and
Tyack
,
P. L.
(
2011
). “
Sound production behavior of individual North Atlantic right whales: implications for passive acoustic monitoring
,”
Endang. Species Res.
15
,
63
76
.
12.
Parks
,
S. E.
, and
Tyack
,
P. L.
(
2005
). “
Sound production by North Atlantic right whales (Eubalaena glacialis) in surface active groups
,”
J. Acoust. Soc. Am.
117
,
3297
3306
.
13.
Parks
,
S. E.
,
Urazghildiiev
,
I. R.
, and
Clark
,
C. W.
(
2009
). “
Variability in ambient noise levels and call parameters of North Atlantic right whales in three habitat areas
,”
J. Acoust. Soc. Am.
125
,
1230
1239
.
14.
Reilly
,
S. B.
,
Bannister
,
J. L.
,
Best
,
P. B.
,
Brown
,
M.
,
Brownell
,
R. L.
, Jr.
,
Butterworth
,
D. S.
,
Clapham
,
P. J.
,
Cooke
,
J.
,
Donovan
,
G.
,
Urbán
,
J.
, and
Zerbini
,
A. N.
(
2012
). “
Eubalaena glacialis. The IUCN red list of threatened species (version 2014.2)
,” www.iucnredlist.org (Last viewed on 13 September 2014).
15.
Urazghildiiev
,
I. R.
, and
Clark
,
C. W.
(
2006
). “
Acoustic detection of North Atlantic right whale contact calls using the generalized likelihood ratio test
,”
J. Acoust. Soc. Am.
120
,
1956
1963
.
16.
Urazghildiiev
,
I. R.
, and
Clark
,
C. W.
(
2013
). “
Comparative analysis of localization algorithms with application to passive acoustic monitoring
,”
J. Acoust. Soc. Am.
134
,
4418
4426
.
17.
Urazghildiiev
,
I. R.
,
Clark
,
C. W.
,
Krein
,
T.
, and
Parks
,
S.
(
2009
). “
Detection and recognition of North Atlantic right whale contact calls in the presence of ambient noise
,”
IEEE Trans. Oceanic Eng.
34
,
358
368
.
18.
Vanderlaan
,
A. S. M.
,
Hay
,
A. E.
, and
Taggart
,
C. T.
(
2003
). “
Characterization of North Atlantic right-whale (Eubalaena glacialis) sounds in the Bay of Fundy
,”
IEEE J. Oceanic Eng.
28
,
164
173
.
19.
Van Parijs
,
S. M.
,
Clark
,
C. W.
,
Sousa-Lima
,
R. S.
,
Parks
,
S. E.
,
Rankin
,
S.
,
Risch
,
D.
, and
Van Opzeeland
,
I. C.
(
2009
). “
Management and research applications of real-time and archival passive acoustic sensors over varying temporal and spatial scales
,”
Mar. Ecol. Prog. Ser.
395
,
2
36
.
You do not currently have access to this content.