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![Page 1: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/1.jpg)
The Automatic Ornithologist:
A New Website for Predicting Amazonian Bird
Species Composition by Locality
Mario Cohn-Haft([email protected])
Rolf A. de By
Catherine L. Bechtoldt
Kleberson J. A. Serique
José Laurindo Campos dos Santos
![Page 2: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/2.jpg)
Describe site species composition:
1. Survey/inventory
2. Extrapolation/interpolation: Predictive modeling
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Surveys incomplete
Time
No.
spe
cies
![Page 4: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/4.jpg)
Predictive bird species occurrence
1. Geographic range
2. Habitat use
![Page 5: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/5.jpg)
Predicting bird species occurrence:
1. Geographic range
2. Habitat use
We know this for birds!
![Page 6: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/6.jpg)
Predicting bird species occurrence:
1. Geographic rangeRidgely maps in Infonatura (2007)
www.natureserve.org/infonatura
2. Habitat useParker database in Stotz et al. (1996) Neotropical Birds
![Page 7: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/7.jpg)
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GIS query - Consulta SIG
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~1200 spp. Amazônia Brasileira
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The Automatic Ornithologist
O Ornitólogo Automático
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The Automatic Ornithologist
O Ornitólogo Automático
Bilingual website:
• On-line GIS platform
• Linked to avian distribution database
• Using free software
![Page 21: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/21.jpg)
The Automatic Ornithologist
![Page 22: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/22.jpg)
The Automatic Ornithologist
![Page 23: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/23.jpg)
The Automatic Ornithologist
![Page 24: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/24.jpg)
The Automatic Ornithologist
![Page 25: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/25.jpg)
The Automatic Ornithologist
![Page 26: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/26.jpg)
The Automatic Ornithologist
![Page 27: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/27.jpg)
The Automatic Ornithologist
![Page 28: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/28.jpg)
The Automatic Ornithologist
![Page 29: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/29.jpg)
The Automatic Ornithologist
![Page 30: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/30.jpg)
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The Automatic Ornithologist
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Data quality?
![Page 37: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/37.jpg)
Data quality?
1. Geographic rangeRidgely maps in Infonatura (2007)
www.natureserve.org/infonatura
2. Habitat useParker database in Stotz et al. (1996) Neotropical Birds
3. TaxonomyComitê Brasileiro de Registros Ornitológicos
(CBRO)
![Page 38: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/38.jpg)
Data quality?
1. Geographic rangeRidgely maps in Infonatura (2007)
www.natureserve.org/infonatura
2. Habitat useParker database in Stotz et al. (1996) Neotropical Birds
3. TaxonomyComitê Brasileiro de Registros Ornitológicos
(CBRO)
![Page 39: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/39.jpg)
Data quality?
1. Geographic rangeRidgely maps in Infonatura (2007)
www.natureserve.org/infonatura
2. Habitat useParker database in Stotz et al. (1996) Neotropical Birds
3. TaxonomyComitê Brasileiro de Registros Ornitológicos
(CBRO)
![Page 40: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/40.jpg)
Data quality?
1. Geographic rangeRidgely maps in Infonatura (2007)
www.natureserve.org/infonatura
2. Habitat useParker database in Stotz et al. (1996) Neotropical Birds
3. TaxonomyComitê Brasileiro de Registros Ornitológicos
(CBRO)
![Page 41: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/41.jpg)
Black Antbird (Cercomacra serva) Chororó-preto
![Page 42: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/42.jpg)
Black Antbird (Cercomacra serva) Chororó-preto
![Page 43: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/43.jpg)
Spot-backed Antwren (Herpsilochmus dorsimaculatus) Chorozinho-de-costas-manchadas
![Page 44: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/44.jpg)
Spot-backed Antwren (Herpsilochmus dorsimaculatus) Chorozinho-de-costas-manchadas
New data
![Page 45: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/45.jpg)
Spot-backed Antwren (Herpsilochmus dorsimaculatus) Chorozinho-de-costas-manchadas
Interfluve model
![Page 46: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/46.jpg)
Who will use? What for?
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Who will use? What for?
1. Scientific research
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Species richness patterns
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Distributional boundaries
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Distributional boundaries
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Who will use? What for?
1. Scientific research
2. Policy and decision-making
![Page 52: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/52.jpg)
Who will use? What for?
1. Scientific research
2. Policy and decision-making
3. Tourism
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What’s next?
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What’s next?
1. Distributions based on complex modelsgreater spatial precisionprobability of occurrence
![Page 57: The Automatic Ornithologist: A New Website for Predicting Amazonian Bird Species Composition by Locality Mario Cohn-Haft (mario@buriti.com.br) Rolf A.](https://reader031.fdocuments.in/reader031/viewer/2022012916/551551f9550346c77d8b65f1/html5/thumbnails/57.jpg)
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What’s next?
1. Distributions based on complex modelsgreater spatial precisionprobability of occurrence
2. Collaborations with other data providerse.g., museum specimen point data
3. Citizen science: user data contributionshared map authorship
4. Expanded geographic coverageinternational Amazon-wide collaborations
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Surveys incomplete
Method
No.
spe
cies
1 2 3 4 5 6
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Predictive modeling
1. Highly dependent on existing data quality2. Overestimate (false presences)3. Underestimate (false absences)4. Testing depends on surveys