Hi MARMAM,

On behalf of all Authors I am pleased to announce publication online in the 
Journal of Cetacean Research and Management:

Franklin, T., Franklin, W., Brooks, L., Harrison, P., Burns, D., Holmberg, J. 
and Calambokidis, J. 2020. Photo-identification of individual humpback whales 
(Megaptera novaeangliae) using all available natural marks: implications for 
misidentification and automated algorithm matching technology.  J. Cetacean 
Res. Manage. 21: 71-83. [Plus Supplementary Material].

Abstract

Misidentification errors in capture-mark recapture studies of humpback whales 
(Megaptera novaeangliae) related to poor quality of photographs as well as 
changes in natural marks can seriously affect population dynamics parameter 
estimates and derived estimates of population size when using sophisticated 
modelling techniques. In this study we used an innovative photo-identification 
matching system to investigate and examine the long-term stability and/or 
changes in natural marks on ventral-tail flukes, dorsal fin shapes and lateral 
body marks from a sample of 79 individual humpback whales, resighted in 2 to 11 
years over timespans ranging from 2 to 21 years. A binary logistic mixed 
effects model, on a pair-matched sample of the 79 individual whales, found no 
significant differences in the proportions of ventral-tail fluke marks, dorsal 
fin shapes and lateral body marks, that displayed changes in primary and/or 
secondary characteristics over years (F=0.939, df=1/156, p =0.334). The results 
of this study substantiate the value and reliability of using primary and 
secondary natural marks on the ventral-tail flukes, in conjunction with dorsal 
fin shapes and secondary lateral body marks as double-tags. This provides a 
means of maximising observations of individual humpback whales over years, 
while minimising and managing misidentification errors in the 
photo-identification matching process, thus significantly improving modelling 
outcomes.

The publication is available for download from 
https://journal.iwc.int/index.php/jcrm/issue/view/9

Any enquiries regarding the manuscript please contact: 
[email protected]<mailto:[email protected]>

Regards,


Trish Franklin, on behalf of all Authors


........................................................................
Trish and Wally Franklin PhD
The Oceania Project
PO Box 2003 Hervey Bay Qld 4655 Australia
ABN 73 052 470 630   ACN 052 470 630



Phone: 0418 797 326
Skype:  oceania.org.au<http://oceania.org.au/>



Email: [email protected]<mailto:[email protected]>

Linkedin:The Oceania Project | LinkedIn<https://linkedin.com/in/wallyfranklin>



Web: <http://www.oceania.org.au/>
The Oceania Project<http://www.oceania.org.au/>
iWhales.org<http://www.iwhales.org/>
Songlines - Songs of the eastern Australian humpback 
whales<http://www.songlinesofthewhales.org/>

Social Media:
The Oceania Project | Vimeo<https://vimeo.com/oceaniaproject>
The Oceania Project | Facebook<https://www.facebook.com/oceania>
The Oceania Project | SoundCloud<https://soundcloud.com/iwhales>
The Oceania Project <http://www.youtube.com/user/TheOceaniaProject> | 
<https://soundcloud.com/iwhales> 
YouTube<http://www.youtube.com/user/TheOceaniaProject>

Academic:
Southern Cross University Whale Research 
Centre<https://www.scu.edu.au/marine-ecology-research-centre/whales-and-dolphins/whale-and-dolphin-research/hervey-bay-whale-research-project/>
Dr Trish 
Franklin<https://researchportal.scu.edu.au/esploro/profile/patricia_franklin/overview?institution=61SCU_INST>
  | <https://soundcloud.com/iwhales> <https://epubs.scu.edu.au/theses/357/> PhD 
Thesis<http://epubs.scu.edu.au/theses/357/>  |<https://soundcloud.com/iwhales> 
Google Scholar 
Citations<https://scholar.google.com.au/citations?hl=en&user=RAOLIrMAAAAJ&view_op=list_works&sortby=pubdate>
Dr Wally 
Franklin<https://researchportal.scu.edu.au/esploro/profile/walter_franklin/overview?institution=61SCU_INST>
 | <https://soundcloud.com/iwhales> PhD 
Thesis<http://epubs.scu.edu.au/theses/422/>  |<https://soundcloud.com/iwhales> 
Google Scholar 
Citations<https://scholar.google.com.au/citations?hl=en&user=2wA6lL8AAAAJ&view_op=list_works&sortby=pubdate>
Dr Wally Franklin ORCID<https://orcid.org/0000-0003-3268-6775>

Media:
Secrets of Humpback whales 
survival<https://www.smh.com.au/national/how-one-couple-s-adventure-has-uncovered-secrets-of-humpback-whales-survival-20181212-p50ltd.html>
https://www.nfsa.gov.au/latest/protecting-wildlife-through-sound
Humpback whales - Spread the Story<https://www.gofundme.com/theoceaniaproject>





























........................................................................
Wally Franklin PhD
The Oceania Project
PO Box 2003 Hervey Bay Qld 4655 Australia
ABN 73 052 470 630   ACN 052 470 630



Phone: 0418 797 326
Skype:  oceania.org.au<http://oceania.org.au/>



Email: [email protected]<mailto:[email protected]>

Linkedin:The Oceania Project | LinkedIn<https://linkedin.com/in/wallyfranklin>



Web: <http://www.oceania.org.au/>
The Oceania Project<http://www.oceania.org.au/>
iWhales.org<http://www.iwhales.org/>
Songlines - Songs of the eastern Australian humpback 
whales<http://www.songlinesofthewhales.org/>

Social Media:
The Oceania Project | Vimeo<https://vimeo.com/oceaniaproject>
The Oceania Project | Facebook<https://www.facebook.com/oceania>
The Oceania Project | SoundCloud<https://soundcloud.com/iwhales>
The Oceania Project <http://www.youtube.com/user/TheOceaniaProject> | 
<https://soundcloud.com/iwhales> 
YouTube<http://www.youtube.com/user/TheOceaniaProject>

Academic:
Southern Cross University Whale Research 
Centre<https://www.scu.edu.au/marine-ecology-research-centre/whales-and-dolphins/whale-and-dolphin-research/hervey-bay-whale-research-project/>
Dr Trish 
Franklin<https://researchportal.scu.edu.au/esploro/profile/patricia_franklin/overview?institution=61SCU_INST>
  | <https://soundcloud.com/iwhales> <https://epubs.scu.edu.au/theses/357/> PhD 
Thesis<http://epubs.scu.edu.au/theses/357/>  |<https://soundcloud.com/iwhales> 
Google Scholar 
Citations<https://scholar.google.com.au/citations?hl=en&user=RAOLIrMAAAAJ&view_op=list_works&sortby=pubdate>
Dr Wally 
Franklin<https://researchportal.scu.edu.au/esploro/profile/walter_franklin/overview?institution=61SCU_INST>
 | <https://soundcloud.com/iwhales> PhD 
Thesis<http://epubs.scu.edu.au/theses/422/>  |<https://soundcloud.com/iwhales> 
Google Scholar 
Citations<https://scholar.google.com.au/citations?hl=en&user=2wA6lL8AAAAJ&view_op=list_works&sortby=pubdate>
Dr Wally Franklin ORCID<https://orcid.org/0000-0003-3268-6775>

Media:
Secrets of Humpback whales 
survival<https://www.smh.com.au/national/how-one-couple-s-adventure-has-uncovered-secrets-of-humpback-whales-survival-20181212-p50ltd.html>
https://www.nfsa.gov.au/latest/protecting-wildlife-through-sound
Humpback whales - Spread the Story<https://www.gofundme.com/theoceaniaproject>




























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