Using Containers to Analyse the Impact of Climate Change

Explore a conference talk that delves into the use of software containers for analyzing climate change impacts on agricultural systems. Learn how Docker and Singularity containers are employed to create a scalable data processing pipeline capable of handling vast amounts of high-resolution soil and weather data. Discover how this innovative approach overcomes the limitations of traditional desktop-based simulations, enabling wide-area and landscape-scale analyses. Gain insights into a case study that simulated productivity and environmental aspects of a multi-year crop rotation system across a catchment in New Zealand's Hawke's Bay region, using a 5 km grid size resolution. Understand the challenges of predicting crop productivity and environmental outcomes, and how containerization addresses the need for increased computational capacity in climate change research.

Using containers to analyse the impact of climate change