Out of Cite, Out of Mind: The Current State of Practice, Policy, and Technology for the Citation of Data

The growth in the capacity of the research community to collect and distribute data presents huge opportunities. It is already transforming old methods of scientific research and permitting the creation of new ones. However, the exploitation of these opportunities depends upon more than computing power, storage, and network connectivity. Among the promises of our growing universe of online digital data are the ability to integrate data into new forms of scholarly publishing to allow peer-examination and review of conclusions or analysis of experimental and observational data and the ability for subsequent researchers to make new analyses of the same data, including their combination with other data sets and uses that may have been unanticipated by the original producer or collector

Towards new tools for bioresource use and sharing

International audienc

Emerging technologies for biological recording

Technology has played an important role in biological recording for hundreds of years, from the invention of the microscope to the microprocessor. We review current and emerging technologies that are changing the way we study and record the natural world. From websites to smartphones, data capture is becoming easier, faster and more accessible. Increases in data volume and wider participation raises concerns over data quality, which are being addressed with accurate sensors, automated validation tools, and verification platforms that utilize expert taxonomists and collective intelligence to ensure the highest level of quality possible. Data curation and interoperability have been transformed in the information age. The need to collate data at continental and global scales and across institutions continues to drive the formation of standardized data formats and taxonomies. Once collated these data can be analysed using high-performance computing, and used to provide valuable feedback in the form of interactive visualizations, computer-generated text or even game-like rewards. We also address issues arising from these technological developments. For example: how will the role of the expert naturalist change? Is biological recording undergoing a revolutionary or evolutionary process? How is technology leading to the empowerment of the public