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.

• Accessing ISIMIP data

• Creating regional model maps from shapefiles

• Extracting data using regional mask