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Haciendo Ciencia en Abierto / Making Open Science

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Mi presentación como ponente invitado en el Máster en Biodiversidad, Paisajes y Gestión Sostenible de la @UNAV, el 9 de Enero de 2014 …

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)


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  • 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
  • 3. 90% de la información global creada en los últimos 2 años
  • 4. Data Science Fuente: Wikipedia
  • 5. Comunicación Análisis Hipótesis Detección de pautas Visualización Gestión de la información Minería de datos
  • 6. 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 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 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 71.543, -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -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 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 12.369, 33.120, 71.543, 71.543, -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -6.113 -6.332 -3.221 -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 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
  • 7. Latitud Longitud
  • 8. Informática de Biodiversidad
  • 9. ¿Qué? ¿Dónde? ¿Cuándo? Taxonomía, Espacio, Tiempo
  • 10. Global Biodiversity Information Facility Free and open access to biodiversity data http://www.gbif.org
  • 11. 420x106 registros Fuente: GBIF newsletter
  • 12. Fuente: GBIF newsletter
  • 13. Biogeografía
  • 14. http://www.mappinglife.org
  • 15. http://www.mappinglife.org
  • 16. http://www.mappinglife.org
  • 17. Sinonimia Nombres vernáculos Pautas temporales Calidad de datos Aplicación móvil
  • 18. Fuente: Mayor et al., 2013
  • 19. Sistema operativo (Linux) Navegador (Firefox) Ofimática (LibreOffice) Comunicaciones (Pidgin) Estadística (R) SIG (Quantum GIS) Edición de imagen (GIMP) Edición de audio (Audacity)
  • 20. http://www.gbif.org
  • 21. http://www.datadryad.org
  • 22. “[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.”
  • 23. 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
  • 24. ¡Gracias! @jotegui Máster en Biodiversidad, Paisajes y Gestión Sostenible - UNAV Pamplona, 9 de Enero de 2014

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