How well documented is Australia's flora? Understanding spatial bias in vouchered plant specimens

Location biases in ecological research on Australian terrestrial reptiles

Understanding geographical biases in ecological research is important for conservation, planning, prioritisation and management. However, conservation efforts may be limited by data availability and poor understanding of the nature of potential spatial bias. We conduct the first continent-wide analysis of spatial bias associated with Australian terrestrial reptile ecological research. To evaluate potential research deficiencies, we used Maxent modelling to predict the distributions of 646 reptile studies published from 1972 to 2017. Based on existing distributions of 1631 individual reptile study locations, reptile species richness, proximity to universities, human footprint and location of protected areas, we found the strongest predictor of reptile research locations was proximity to universities (40.8%). This was followed by species richness (22.9%) and human footprint (20.1%), while protected areas were the weakest predictor (16.2%). These results highlight that research effort is driven largely by accessibility and we consequently identify potential target areas for future research that can be optimised to ensure adequate representation of reptile communities.

The Australasian Virtual Herbarium: Tracking data usage and benefits for biological collections

PREMISE OF THE STUDY

Globally, natural history collections are focused on digitizing specimens and information and making these data accessible. Usage information on National Herbarium of Victoria data made available through the Atlas of Living Australia and The Australasian Virtual Herbarium (AVH) is analyzed to understand how and by whom herbarium data are being used.

METHODS

Since 2010, AVH data usage information has been gathered from users and supplied to data custodians as a spreadsheet that includes number of download events, number of records downloaded, and user reasons for downloading data in predefined categories.

RESULTS

Since 2010, in excess of 268,000 download events of 194 million records (excluding testing events) have been recorded for the National Herbarium of Victoria data set. This means, on average, every record has been downloaded 220 times in the past nine years. Data use grew continuously from 2010 to 2015 but decreased in 2016 due to fewer ecological projects.

DISCUSSION

Data have primarily been used for ecological research, but there is an emerging trend for use in education including citizen science projects. Information about data use demonstrates relevance to funding agencies and helps inform the development of collections and prioritization of resources when digitizing material.