Global thermal tolerance compilation for freshwater invertebrates and fish
ThermoFresh: the largest thermal tolerance database for freshwater organisms, covering 931 species from over a century of studies, supporting water management under climate warming.
doi.org
At a glance
- Region
- Global
- Coverage
- Global
- Access
- Free
- Category
- Research
- Last updated
- 2025
What's inside
- Climate Projections
What you can do with it
Typical work that data of this type supports.
- 01
Risk screening
Screen projects and assets for climate risk.
Because it has: Climate Projections
- 02
Future water
Estimate water availability under future scenarios.
- 03
Design standards
Update design rainfall and flows for a changing climate.
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Bias correction
Correct and downscale climate model output for a site.
- 02
Emulators
Replace slow model runs with fast ML emulators.
- 03
Scenario selection
Find the few projections that matter for a decision.
Machine access and documentation
Data paper
Global thermal tolerance compilation for freshwater invertebrates and fish
Scientific Data 2025
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