cyberneticlibrary

Analyze environmental geography and change

environmental-geographyskillsetup L164
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