Mi presentación como ponente invitado en el Máster en Biodiversidad, Paisajes y Gestión Sostenible de la @UNAV, el 9 de Enero de 2014 My talk as guest speaker at the Biodiversity, Landscapes and Sustainable Management Master's degree, at @UNAV, Jan 9th 2014 (slides in Spanish)

1. Haciendo ciencia en
abierto
@jotegui
Máster en Biodiversidad, Paisajes y Gestión Sostenible - UNAV
Pamplona, 9 de Enero de 2014

2. Data
Science
Biogeografía
Informática de
Biodiversidad

4. 90%
de la información global
creada en los últimos
2 años

5. Data Science
Fuente: Wikipedia

7. Comunicación
Análisis
Hipótesis
Detección de pautas
Visualización
Gestión de la información
Minería de datos

9. 32.662, -1.336
42.24, -3.223
31.421, -4.23
32.662, -1.336
42.624, -3.23
-31.21, 4.23
32.662, -1.336
42.624, -3.223
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32.662, -1.336
42.624, 3.223
31.421, -4.23
32.662, -1.336
42.624, -3.23
31.41, -4.223
32.662, -1.336
42.624, -3.23
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32.662, -1.336
42.624, -3.223
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32.662, -1.336
42.624, -3.223
31.421, -4.223
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42.624, -3.223
31.421, -4.223
32.662, -1.36
42.624, -3.223
31.21, -4.223
32.662, -1.336
-42.624, 3.223
31.21, -4.223
32.662, -1.336
42.24, -3.223
31.421, -4.223
32.662, 1.336
42.4, -3.223
31.421, -4.223
32.62, -1.336
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.33
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.41, -4.223
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.36
42.624, -3.223
31.21, -4.223
32.662, -1.336
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.421, -4.223
32.662, 1.336
42.624, -3.22
31.41, -4.223
32.662, -1.336
42.624, -3.22
31.21, -4.223
32.662, -1.336
42.624, -3.23
31.421, -4.2
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.36
42.624, -3.223
31.421, -4.223
32.62, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.336
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-6.332
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-6.113
-6.332
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-6.113
-6.332
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-6.113
-6.332
-3.221
-6.113
-6.332
-3.221
-6.113
-6.332
-3.221
-3.221
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.33
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.41, -4.223
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.36
42.624, -3.223
31.21, -4.223
32.662, -1.336
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.421, -4.223
32.662, 1.336
42.624, -3.22
31.41, -4.223
32.662, -1.336
42.624, -3.22
31.21, -4.223
32.662, -1.336
42.624, -3.23
31.421, -4.2
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.36
42.624, -3.223
31.421, -4.223
32.62, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.336
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32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.33
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.41, -4.223
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.662, -1.36
42.624, -3.223
31.21, -4.223
32.662, -1.336
42.624, -3.223
31.41, -4.223
32.662, -1.36
42.624, -3.223
31.421, -4.223
32.662, 1.336
42.624, -3.22
31.41, -4.223
32.662, -1.336
42.624, -3.22
31.21, -4.223
32.662, -1.336
42.624, -3.23
31.421, -4.2
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.36
42.624, -3.223
31.421, -4.223
32.62, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.336
32.662, -1.336
42.24, -3.223
31.421, -4.23
32.662, -1.336
42.624, -3.23
-31.21, 4.23
32.662, -1.336
42.624, -3.223
31.41, -4.2
32.662, -1.336
42.624, 3.223
31.421, -4.23
32.662, -1.336
42.624, -3.23
31.41, -4.223
32.662, -1.336
42.624, -3.23
31.42, -4.223
32.662, -1.336
42.624, -3.223
31.421, -4.23
32.662, -1.336
42.624, -3.223
31.421, -4.223
32.62, -1.36
42.624, -3.223
31.421, -4.223
32.662, -1.36
42.624, -3.223
31.21, -4.223
32.662, -1.336
-42.624, 3.223
31.21, -4.223
32.662, -1.336
42.24, -3.223
31.421, -4.223
32.662, 1.336
42.4, -3.223
31.421, -4.223
32.62, -1.336

10. Latitud
Longitud

11. Informática de Biodiversidad

12. ¿Qué? ¿Dónde? ¿Cuándo?
Taxonomía, Espacio, Tiempo

13. Global Biodiversity
Information Facility
Free and open access to
biodiversity data
http://www.gbif.org

14. 420x106
registros
Fuente: GBIF newsletter

15. Fuente: GBIF newsletter

16. Biogeografía

17. http://www.mappinglife.org

18. http://www.mappinglife.org

19. http://www.mappinglife.org

20. Sinonimia
Nombres vernáculos
Pautas temporales
Calidad de datos
Aplicación móvil

22. Fuente: Mayor et al., 2013

25. Sistema
operativo
(Linux)
Navegador
(Firefox)
Ofimática
(LibreOffice)
Comunicaciones
(Pidgin)
Estadística
(R)
SIG
(Quantum GIS)
Edición de
imagen
(GIMP)
Edición de audio
(Audacity)

28. http://www.gbif.org

29. http://www.datadryad.org

32. “[Luxury journals] know scarcity stokes demand, so they
artificially restrict the number of papers they accept.”
“A paper can become highly cited because it is good science – or
because it is eye-catching, provocative, or wrong.”
“[Luxury journals] accept papers that will make waves because
they explore sexy subjects or make challenging claims. This
influences the science that scientists do.”
“The lure of the luxury journal can encourage the cutting of
corners, and contribute to the escalating number of papers that
are retracted as flawed or fraudulent.”
“Just as Wall Street needs to break the hold of bonus culture, so
science must break the tyranny of the luxury journals.”

33. http://www.huffingtonpost.com/a-townsend-peterson/
Science is a communal, cooperative enterprise in which
information, knowledge, data, and ideas are shared openly and
broadly

37. ¡Gracias!
@jotegui
Máster en Biodiversidad, Paisajes y Gestión Sostenible - UNAV
Pamplona, 9 de Enero de 2014