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
Country-level Ensemble Model Outputs Check out our Shinyapp (beta version) to visualise spatially aggregated data of projected changes in potential fish biomass, under alternative climate emission scenarios.
Input Explorer for Regional Modellers A Shinyapp to examine inputs per regional ecosystem model domain.
Tutorials
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.