Introduction to ArtificiaI Intelligence in Higher Education
Ernst Swartz - Vertebrates Plenary
1. The utility of barcoding in documenting fish diversity
in a poorly explored African river system
Ernst Swartz, Monica Mwale, Tuuli Makinen and Paul Skelton
South African Institute for Aquatic Biodiversity
Private Bag 1015, Grahamstown, 6140, South Africa
e.swartz@saiab.ac.za; www.saiab.ac.za
4th International Barcode of Life Conference November 2011, Adelaide, Australia
2. Kwanza River system
Congo DRC Zambia
Kwanza Angola
Atlantic Namibia
Ocean
South Africa
Cunene Okavango
iBOL 4, Nov. 2011 Adelaide, Australia
7. 0
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iBOL 4, Nov. 2011
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Why Angola?
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Top 20: Number of Indigenous Freshwater Species
ria
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en
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Adelaide, Australia
8. Why Angola?
FishBase & IUCN comparison (Freshwater)
450
400 FishBase
350
300 IUCN experts
250
IUCN GIS
200
150
100
50
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iBOL 4, Nov. 2011 Adelaide, Australia
18. Identification success
Field vs Barcode IDs ID confidence
Barcode only
Species
18 21
57 8
68
Family
Genus
Barcode & Field
iBOL 4, Nov. 2011 Adelaide, Australia
19. C
yp
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iBOL 4, Nov. 2011
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Adelaide, Australia
20. How does barcoding help?
Some Cyprinidae Diversity
iBOL 4, Nov. 2011 Adelaide, Australia
24. How does barcoding help?
Alien Invasive Species
Capanda - Mozambique tilapia (Aug 2008) Lucala - freshwater crayfish (Aug 2008)
iBOL 4, Nov. 2011 Adelaide, Australia
25. Reddy & Swartz,
unpublished
Aplocheilichthys macrurus – Kwanza River
A. myaposae &
A. johnstoni complex
Aplocheilichthys macrurus – Kunene River
Kunene
A. macrurus
Kwanza
A. macrurus
Aplocheilichthys spilauchen
Other
southern African
Aplocheilichthys
Maximum Likelihood
Bayesian posterior
probabilities A. spilauchen
29. How does barcoding help?
Direct identification - limited, but growing
Indirect identification - already useful, growing
Sorting process - very successful, except for some cichlids
iBOL 4, Nov. 2011 Adelaide, Australia
30. Way forward…
Expertise in Africa - regional collections and national positions?
Continued collaboration with overseas programs
“Type barcodes” - confidence rating
Access and benefit sharing - data release
iBOL 4, Nov. 2011 Adelaide, Australia
31. Acknowledgements
CBOL and Barcode of Life organising committee
National Research Foundation (South Africa)
CCDB, University of Guelph (Canada) and their sponsors
Domingos Neto and INIP collaborators (Angola)
SAIAB and DIFS (Rhodes University) collaborators (South Africa)
Rafael Neto and GAMEK participants (Angola)
Kissama National Parks participants (Angola)
Angola Governmental Agencies and participants