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How	
  stereotyped	
  are	
  four	
  humpback	
  whale	
  calls?	
  
An	
  inves:ga:on	
  using	
  acous:c	
  tags	
  from	
  Los	
  Cabos,	
  Mexico	
  
Brooke	
  Hawkins;	
  Kerri	
  Seger,	
  M.S.;	
  Aaron	
  Thode,	
  PhD	
  (Scripps	
  Ins:tu:on	
  of	
  Oceanography)	
  
METHODS	
  
B-­‐Probe	
  (Greeneridge	
  Sciences,	
  Inc.)	
  
P.	
  Mar:nez-­‐Loustalot	
  
P.	
  Mar:nez-­‐Loustalot	
  
TAGGING	
  
Sampling	
  Rate:	
  6250	
  Hz	
  
Date:	
  March	
  7,	
  2014	
  
Total	
  Time	
  on	
  Whale:	
  1	
  hr,	
  25	
  min	
  
Panga:	
  Yubarta	
  
Tagger:	
  Esther	
  Jimenez	
  
Also	
  Sampled:	
  pressure;	
  pitch,	
  yaw,	
  
and	
  roll	
  of	
  whales;	
  temperature	
  
SNR	
  (dB)	
  
	
  
How	
  “loud”	
  a	
  
call	
  is	
  over	
  the	
  
background	
  
noise.	
  
Max.	
  Frequency	
  (Hz)	
  
Min.	
  Frequency	
  (Hz)	
  
Dura:on	
  (seconds)	
  
RESULTS	
  
Ulysses	
  Socware	
  (A.	
  Thode	
  &	
  J.	
  Sarkar)	
  
	
  
ACKNOWLEDGEMENTS	
  
Kerri	
  Seger,	
  M.S.	
  
Dr.	
  Aaron	
  Thode	
  
Dr.	
  Jit	
  Sarkar	
  
Dr.	
  Jorge	
  Urban	
  R.	
  
	
  
M.	
  Esther	
  Jiménez-­‐López,	
  M.S.	
  
Dr.	
  Lisa	
  Balance	
  
Pamela	
  Margnez-­‐Loustalot,	
  M.S.	
  
Diana	
  López-­‐Arzate	
  
	
  
Juan	
  Carlos	
  Salinas-­‐Vargas,	
  M.S.	
  
Dr.	
  Hiram	
  Rosalez-­‐Nanduca	
  
Carlos	
  Alberto,	
  M.S.	
  
The	
  Ocean	
  Founda:on	
  
	
  
World	
  Wildlife	
  Fund	
  
TelCel	
  
Greeneridge	
  Sciences,	
  Inc.	
  
REFERENCES	
  
Dunlop	
  RA,	
  Noad	
  MJ,	
  Cato	
  DH,	
  &	
  Stokes	
  D.	
  2007.	
  The	
  social	
  vocaliza:on	
  repertoire	
  of	
  east	
  Australian	
  migra:ng	
  humpback	
  whales	
  (Megaptera	
  novaengliae).	
  J.	
  
	
  Acoust.	
  Soc.	
  Am.,	
  122(5).	
  2893-­‐2905.	
  
Payne	
  RS,	
  McVay	
  S.	
  1971.	
  Songs	
  of	
  Humpback	
  Whales.	
  Science,	
  173(3997).	
  585-­‐597.	
  
	
  
means	
  of	
  max	
  &	
  min	
  frequencies	
  
standard	
  devia=ons	
  of	
  max	
  &	
  min	
  frequencies	
  
median	
  
lower	
  limit	
  of	
  min	
  frequency	
  
1st	
  quar=le	
  of	
  min	
  frequency	
  
3rd	
  quar=le	
  of	
  min	
  frequency	
  
upper	
  limit	
  of	
  min	
  frequency	
  
lower	
  limit	
  of	
  max	
  frequency	
  
1st	
  quar=le	
  of	
  max	
  frequency	
  
3rd	
  quar=le	
  of	
  max	
  frequency	
  
upper	
  limit	
  of	
  max	
  frequency	
  
* Calcula:ons	
  based	
  on	
  calls	
  
with	
  posi:ve	
  SNR	
  values	
  
Most	
  Variable	
   Least	
  Variable	
  
CONCLUSIONS	
  
•  Least	
  Stereotyped	
  Calls:	
  
-  Ascending	
  Moan	
  based	
  
on	
  frequency	
  
modula:on	
  and	
  dura:on	
  
-  Descending	
  Moan	
  based	
  
on	
  SNR+	
  
•  Most	
  Stereotyped	
  Call:	
  
-  Short	
  Moan	
  based	
  on	
  
frequency	
  modula:on,	
  
dura:on,	
  and	
  SNR	
  
FUTURE	
  RESEARCH	
  
•  What	
  would	
  create	
  more	
  
varia:on?	
  
•  What	
  would	
  create	
  less	
  
varia:on?	
  
•  What	
  would	
  we	
  expect…	
  
-  From	
  compe::on	
  pods?	
  
-  From	
  escort/mother/calf	
  
groupings?	
  
•  How	
  does	
  the	
  acous:c	
  
structure	
  of	
  calls	
  in	
  other	
  
breeding	
  popula:ons	
  
differ?	
  How	
  is	
  it	
  similar?	
  
•  Is	
  the	
  Hz	
  difference	
  
between	
  harmonics	
  a	
  
robust	
  measure?	
  
Humpback	
  whales	
  produce	
  complex	
  songs,	
  which	
  have	
  been	
  studied	
  for	
  over	
  40	
  years	
  (Payne	
  &	
  McVay,	
  1971).	
  They	
  also	
  use	
  many	
  complex	
  social	
  calls	
  (Dunlop,	
  2007).	
  The	
  purpose	
  of	
  this	
  study	
  is	
  to	
  determine	
  the	
  
amount	
  of	
  variance	
  in	
  the	
  acous:c	
  structure	
  of	
  four	
  humpback	
  whale	
  social	
  calls	
  produced	
  by	
  a	
  mother-­‐calf	
  pair	
  from	
  the	
  Los	
  Cabos,	
  Mexico	
  breeding	
  popula:on.	
  
INTRODUCTION	
  
+	
  SNR	
  IS	
  LEAST	
  
CONCLUSIVE	
  
•  Source	
  level	
  change	
  
•  Animal	
  movement	
  
•  Change	
  in	
  ambient	
  noise	
  
masking	
  
	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
  
	
  	
   SNR	
  and	
  Dura=on	
  Calcula=ons*	
   	
  	
  
	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
  
	
  	
   	
  	
   	
  	
   Dura8on	
  (s)	
  
Signal	
  SNR	
  
(dB	
  rms)	
   	
  	
   Dura8on	
  (s)	
  
Signal	
  SNR	
  
(dB	
  rms)	
   	
  	
   Dura8on	
  (s)	
  
Signal	
  SNR	
  
(dB	
  rms)	
   	
  	
   Dura8on	
  (s)	
  
Signal	
  SNR	
  
(dB	
  rms)	
   	
  	
  
	
  	
   Mean	
   	
  	
   1.282	
   3.153	
  	
  	
   1.236	
   3.788	
  	
  	
   0.99398	
   4.691	
  	
  	
   1.196	
   4.88	
  	
  	
  
	
  	
  
Standard	
  
Devia8on	
   	
  	
   0.4119	
   2.872	
  	
  	
   0.3244	
   4.409	
  	
  	
   0.28695	
   2.248	
  	
  	
   0.2947	
   3.498	
  	
  	
  
	
  	
  
Range	
  Upper	
  
Limit	
   	
  	
   2.304	
   11.08	
  	
  	
   2.267	
   25.03	
  	
  	
   1.486	
   8.356	
  	
  	
   1.686	
   16.49	
  	
  	
  
	
  	
  
Range	
  Lower	
  
Limit	
   	
  	
   0.5782	
   0.08369	
  	
  	
   0.5717	
   0.05109	
  	
  	
   0.5846	
   0.7799	
  	
  	
   0.5011	
   0.6964	
  	
  	
  
	
  	
   Median	
   	
  	
   1.272	
   2.219	
  	
  	
   1.181	
   2.413	
  	
  	
   1.053	
   4.841	
  	
  	
   1.185	
   3.886	
  	
  	
  
	
  	
   1st	
  Quar8le	
   	
  	
   0.9476	
   0.9626	
  	
  	
   1.04	
   1.038	
  	
  	
   0.7043	
   2.935	
  	
  	
   1.061	
   2.628	
  	
  	
  
	
  	
   3rd	
  Quar8le	
   	
  	
   1.525	
   3.974	
  	
  	
   1.421	
   4.711	
  	
  	
   1.195	
   6.467	
  	
  	
   1.431	
   7.075	
  	
  	
  
	
  	
  
Interquar8le	
  
Range	
   	
  	
   0.577	
   3.0116	
  	
  	
   0.3819	
   3.674	
  	
  	
   0.4907	
   3.532	
  	
  	
   0.3703	
   4.447	
  	
  	
  
	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
   	
  	
  
Los	
  Cabos	
  
LOCATION	
  
Humpback	
   whales	
   were	
   tagged	
   between	
   The	
  
Arch	
   and	
   Cerro	
   Colorados,	
   then	
   tracked	
   un:l	
  
the	
  acous:c	
  tag	
  fell	
  off.	
  
Cerro	
  Colorados	
  
The	
  Arch	
  

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Reis_xfelEO.ppt
 

How stereotyped are four humpback whale calls? Poster

  • 1. How  stereotyped  are  four  humpback  whale  calls?   An  inves:ga:on  using  acous:c  tags  from  Los  Cabos,  Mexico   Brooke  Hawkins;  Kerri  Seger,  M.S.;  Aaron  Thode,  PhD  (Scripps  Ins:tu:on  of  Oceanography)   METHODS   B-­‐Probe  (Greeneridge  Sciences,  Inc.)   P.  Mar:nez-­‐Loustalot   P.  Mar:nez-­‐Loustalot   TAGGING   Sampling  Rate:  6250  Hz   Date:  March  7,  2014   Total  Time  on  Whale:  1  hr,  25  min   Panga:  Yubarta   Tagger:  Esther  Jimenez   Also  Sampled:  pressure;  pitch,  yaw,   and  roll  of  whales;  temperature   SNR  (dB)     How  “loud”  a   call  is  over  the   background   noise.   Max.  Frequency  (Hz)   Min.  Frequency  (Hz)   Dura:on  (seconds)   RESULTS   Ulysses  Socware  (A.  Thode  &  J.  Sarkar)     ACKNOWLEDGEMENTS   Kerri  Seger,  M.S.   Dr.  Aaron  Thode   Dr.  Jit  Sarkar   Dr.  Jorge  Urban  R.     M.  Esther  Jiménez-­‐López,  M.S.   Dr.  Lisa  Balance   Pamela  Margnez-­‐Loustalot,  M.S.   Diana  López-­‐Arzate     Juan  Carlos  Salinas-­‐Vargas,  M.S.   Dr.  Hiram  Rosalez-­‐Nanduca   Carlos  Alberto,  M.S.   The  Ocean  Founda:on     World  Wildlife  Fund   TelCel   Greeneridge  Sciences,  Inc.   REFERENCES   Dunlop  RA,  Noad  MJ,  Cato  DH,  &  Stokes  D.  2007.  The  social  vocaliza:on  repertoire  of  east  Australian  migra:ng  humpback  whales  (Megaptera  novaengliae).  J.    Acoust.  Soc.  Am.,  122(5).  2893-­‐2905.   Payne  RS,  McVay  S.  1971.  Songs  of  Humpback  Whales.  Science,  173(3997).  585-­‐597.     means  of  max  &  min  frequencies   standard  devia=ons  of  max  &  min  frequencies   median   lower  limit  of  min  frequency   1st  quar=le  of  min  frequency   3rd  quar=le  of  min  frequency   upper  limit  of  min  frequency   lower  limit  of  max  frequency   1st  quar=le  of  max  frequency   3rd  quar=le  of  max  frequency   upper  limit  of  max  frequency   * Calcula:ons  based  on  calls   with  posi:ve  SNR  values   Most  Variable   Least  Variable   CONCLUSIONS   •  Least  Stereotyped  Calls:   -  Ascending  Moan  based   on  frequency   modula:on  and  dura:on   -  Descending  Moan  based   on  SNR+   •  Most  Stereotyped  Call:   -  Short  Moan  based  on   frequency  modula:on,   dura:on,  and  SNR   FUTURE  RESEARCH   •  What  would  create  more   varia:on?   •  What  would  create  less   varia:on?   •  What  would  we  expect…   -  From  compe::on  pods?   -  From  escort/mother/calf   groupings?   •  How  does  the  acous:c   structure  of  calls  in  other   breeding  popula:ons   differ?  How  is  it  similar?   •  Is  the  Hz  difference   between  harmonics  a   robust  measure?   Humpback  whales  produce  complex  songs,  which  have  been  studied  for  over  40  years  (Payne  &  McVay,  1971).  They  also  use  many  complex  social  calls  (Dunlop,  2007).  The  purpose  of  this  study  is  to  determine  the   amount  of  variance  in  the  acous:c  structure  of  four  humpback  whale  social  calls  produced  by  a  mother-­‐calf  pair  from  the  Los  Cabos,  Mexico  breeding  popula:on.   INTRODUCTION   +  SNR  IS  LEAST   CONCLUSIVE   •  Source  level  change   •  Animal  movement   •  Change  in  ambient  noise   masking                                                                   SNR  and  Dura=on  Calcula=ons*                                                                               Dura8on  (s)   Signal  SNR   (dB  rms)       Dura8on  (s)   Signal  SNR   (dB  rms)       Dura8on  (s)   Signal  SNR   (dB  rms)       Dura8on  (s)   Signal  SNR   (dB  rms)           Mean       1.282   3.153       1.236   3.788       0.99398   4.691       1.196   4.88           Standard   Devia8on       0.4119   2.872       0.3244   4.409       0.28695   2.248       0.2947   3.498           Range  Upper   Limit       2.304   11.08       2.267   25.03       1.486   8.356       1.686   16.49           Range  Lower   Limit       0.5782   0.08369       0.5717   0.05109       0.5846   0.7799       0.5011   0.6964           Median       1.272   2.219       1.181   2.413       1.053   4.841       1.185   3.886           1st  Quar8le       0.9476   0.9626       1.04   1.038       0.7043   2.935       1.061   2.628           3rd  Quar8le       1.525   3.974       1.421   4.711       1.195   6.467       1.431   7.075           Interquar8le   Range       0.577   3.0116       0.3819   3.674       0.4907   3.532       0.3703   4.447                                                                   Los  Cabos   LOCATION   Humpback   whales   were   tagged   between   The   Arch   and   Cerro   Colorados,   then   tracked   un:l   the  acous:c  tag  fell  off.   Cerro  Colorados   The  Arch