Data and Tools

We are developing a wide range of community tools and apps for ecosystem modelers and policy end-users of our simulation data.

Please check our Terms of Use (via ISIMIP) if you would like to use these data for peer-reviewed research.

FishMIP Shiny

Input Explorer for Regional Modellers: Check out our “beta” version Shinyapp to examine and domain inputs per regional ecosystem model domain.

Country-level Ensemble Model Outputs: Coming soon! To visualise spatially aggregated data of projected changes in potential fish biomass, under alternative climate emission scenarios.


R/Python tutorials for extracting data from ISIMIP servers, regional-scale model inputs from global gridded Earth System Models, or plotting outputs from FishMIP, using a regional shapefiles.