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Hi Eduardo,
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<div class="">it would be interesting to have example of the kinds of problems you encounter with GBIF data, so that we can look at was to fix the problems. It would also be interesting to know whether you would be able to provide GBIF with the corrections
 you make to GBIF data. It seems clear that lots of people are cleaning data in their own projects, but that doesn’t filter back to GBIF.</div>
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<div class="">Regards</div>
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<div class="">Rod</div>
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Roderic Page<br class="">
Professor of Taxonomy<br class="">
Institute of Biodiversity, Animal Health and Comparative Medicine<br class="">
College of Medical, Veterinary and Life Sciences<br class="">
Graham Kerr Building<br class="">
University of Glasgow<br class="">
Glasgow G12 8QQ, UK<br class="">
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Email: <span class="Apple-tab-span" style="white-space: pre;"> </span><a href="mailto:Roderic.Page@glasgow.ac.uk" class="">Roderic.Page@glasgow.ac.uk</a><br class="">
Tel: <span class="Apple-tab-span" style="white-space: pre;"> </span>+44 141 330 4778<br class="">
Skype: <span class="Apple-tab-span" style="white-space: pre;"> </span>rdmpage<br class="">
Facebook: <span class="Apple-tab-span" style="white-space: pre;"> </span>http://www.facebook.com/rdmpage<br class="">
LinkedIn: <span class="Apple-tab-span" style="white-space: pre;"> </span>http://uk.linkedin.com/in/rdmpage<br class="">
Twitter: <span class="Apple-tab-span" style="white-space: pre;"> </span>http://twitter.com/rdmpage<br class="">
Blog: <span class="Apple-tab-span" style="white-space: pre;"> </span>http://iphylo.blogspot.com<br class="">
ORCID: <span class="Apple-tab-span" style="white-space: pre;"> </span>http://orcid.org/0000-0002-7101-9767</div>
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Citations: <span class="Apple-tab-span" style="white-space: pre;"> </span><a href="http://scholar.google.co.uk/citations?hl=en&user=4Z5WABAAAAAJ" class="">http://scholar.google.co.uk/citations?hl=en&user=4Z5WABAAAAAJ</a></div>
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ResearchGate<span class="Apple-tab-span" style="white-space: pre;"> </span><a href="https://www.researchgate.net/profile/Roderic_Page" class="">https://www.researchgate.net/profile/Roderic_Page</a><br class="">
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<div class="">On 14 Sep 2015, at 17:34, Eduardo Dalcin <<a href="mailto:edalcin@jbrj.org" class="">edalcin@jbrj.org</a>> wrote:</div>
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<div class="">The problem with these tools (LontraHarvest, OpenRefine, etc.) is that they are just data *retrieval* tools, not providing for data analytical and representation functionalities</div>
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<div class="gmail_default" style="font-size:small">Mauro, for me this is a ​blessing! :)</div>
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<div class="gmail_default">At CNC Flora workflow, the data from GBIF is useless the way it is, because it have to be validated first, taxonomically and spatially. Only after the process of the cleaning, georeferencing and validation with the expert, the data
 will be analyzed to take part of the risk assessment.<br class="">
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<div class="gmail_default">Cheers</div>
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<div class="gmail_default">Eduardo</div>
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