Thanks

I am thankful to many researchers across the globe who have developed incredible tools and resources to both enable and teach the development of reproducible workflows. Amongst these, special thanks go to:

• Dr Eliot McIntire and the Predictive Ecology Community

• Dr Alex Chubaty

• The Ecological Forecasting Initiative

Sponsors and supporters

I am also grateful for the logistic and financial support from:

• The British Ecological Society