In our daily research life, we work with data, software, tools and their integration to create workflows, analytical results and finally innovative products. Commercial software products and toolboxes are handy for this and can be great, convenient but also costly. On completion of most research projects, datasets and integrated workflows – normally in forms of program or work sequence codes and routines – and analytical results and their documentation are siloed in local, private storage locations with only a limited number having access. This practice limits the reach and impact of the research and doesn’t guarantee the security of the research outputs from data loss. Moreover, such practices limit reproducibility and can reduce efficiency for example when you revisit the datasets and code or integration workflows over time and realise you cannot workout head from tail”.
Here we contribute to the development of an AgReFed (Agricultural Research Federation) platform aimed at transforming our daily research to safely increase the reach and impact of our research output. The AgReFed platform, provide a mechanism to distribute and share controlled, managed and licensed repositories that expose datasets, codes, workflows, research results and innovative products for more impactful research. For example, researchers can use tools such as Python, Jupyter (notebooks, labs, hubs), and GitHub opensource ecosystem to document your research works and make them more reproducible. You can use cloud servers with associated Virtual Machines and built-in environments to conduct your research works whenever and wherever without the need of costly commercial toolboxes.
The design and approach of the AgReFed platform can be applied beyond Agriculture to other research field across the humanities, arts, engineering and sciences.