Analyze climate physics and attribution science
climate-scienceskillsetup L1★64
Tibsfox/gsd-skill-creator ↗What it does
Analyze climate system feedbacks and future warming scenarios
Best for
Projecting climate impacts for a specific region to support adaptation planning
Inputs
- · CO2 emission scenario (RCP/SSP)
- · Climate model selection
- · Region of interest
Outputs
- · Temperature/precipitation projections
- · Confidence intervals
- · Feedback factor calculations
Requires
- · Climate model output (CMIP5/CMIP6)
- · Paleoclimate data
- · Radiation balance code
Preconditions
- · Radiative forcing concepts understood
- · Model bias/uncertainty known
Failure modes
- · Model bias not corrected (warm/cold bias)
- · Feedback gains misinterpreted (amplification vs damping)
- · Regional detail mistaken for global pattern
- · Tipping points assumed irreversible
Trust signals
- · Radiative forcing explained
- · Climate feedback factors (water vapor, ice-albedo, cloud)
- · Model ensemble interpretation
- · Paleoclimate analog cases