Analyze environmental geography and change
environmental-geographyskillsetup L1★64
Tibsfox/gsd-skill-creator ↗What it does
Reason about climate, land use, water, and biodiversity policy
Best for
Identifying which environmental changes (climate vs. land use vs. water stress) dominate risk in a specific region for a specific stakeholder.
Inputs
- · climate data
- · land use maps
- · water availability data
- · biodiversity inventories
- · policy scenarios
Outputs
- · environmental risk assessment
- · spatial impact forecast
- · policy evaluation
Requires
- · IPCC climate models
- · satellite land-cover data
- · water balance models
Preconditions
Geographic scale, time horizon, and stakeholder specified
Failure modes
Climate projections conflate SSP emissions scenarios with socioeconomic outcomes; land-use change ignores path dependence; desertification blamed on climate when grazing pressure is driver
Trust signals
- · Arctic sea ice decline: 13% per decade measured (1979-present)
- · Deforestation in Amazon: 4.7 million hectares/year (2010-2020) with carbon/biodiversity feedback quantified
- · SSP scenarios span 1.4C-4.4C warming with testable 2100 endpoints