In any discussion of data gathering or data cleaning the term "crowdsourcing" inevitably comes up. A example where this approach has been successful is the Encyclopedia of Life's Flickr pool, where Flickr users upload images that are harvested by EOL.Given that many Flickr photos are taken with cameras that have built-in GPS (such as the iPhone, the most common camera on Flickr) we could potentially use the Flickr photos not only as a source of

Just for future reference:

I know I'm starting to sound like a broken record, but the more I look, the more taxonomic databases seem to be full of garbage. Databases such as the Catalogue of life, which states that it is a "quality-assured checklist" have records that are patently wrong.

Just noticed that BioStor now has just over 70,000 articles extracted from the Biodiversity Heritage Library. This number is a little "soft" as there are some duplicates in the database that I need to clean out, but it's a nice sounding number.

Some quick notes on possibilities for text-mining BHL (in rough order of priority). Any text-mining would have to be robust to OCR errors.

Anyone who works with taxonomic databases is aware of the fact that they have errors. Some taxonomic databases are restricted in scope to a particular taxon in which one or more people have expertise, these then get aggregated into larger databases, which may in turn be aggregated by databases whose scope is global.

Just some random thoughts on creating searchable PDFs for article extracted from BHL.

In Arthur C. Clarke's short story The Nine Billion Names of God Tibetan monks hire two programmers to help them generate all the the possible names of God. The monks believe that the purpose of the Universe is to generate those names, once that goal is achieved the Universe will end.

As part of a project to build a tool to navigate through taxonomic names and classifications I've become interested in quick ways to compare classifications.

One visualisation method I keep coming back too is the treemap.

While exploring ways to visually compare classifications I came across the Australian snake name Demansia atra , and ended up reading a series of papers in the Bulletin of Zoological Nomenclature discussing the status of the name (more fun than it sounds, trust me). For example, Smith and Wallach Case 2920.