When to Trigger
Activate this skill when the user mentions:
- Climate data, temperature anomalies, CO2 levels, greenhouse gases
- Air/water quality, pollutant concentrations, EPA standards
- Ecological modeling, species distribution, biodiversity indices
- Carbon footprint, life cycle assessment (LCA), emissions inventory
- Remote sensing, satellite imagery for environmental monitoring
- Deforestation, habitat loss, conservation planning
- Ocean acidification, sea level rise, ice sheet dynamics
Step-by-Step Methodology
- Define the environmental question - Specify the spatial scale (local, regional, global), temporal range, and environmental domain (atmosphere, hydrosphere, lithosphere, biosphere).
- Data acquisition - Identify appropriate datasets: NOAA/NASA for climate, EPA for pollution, GBIF for biodiversity, Copernicus for satellite data. Check data quality, coverage, and temporal resolution.
- Exploratory analysis - Visualize spatial and temporal patterns. Plot time series for trends, anomalies, and seasonal decomposition. Map spatial distributions using appropriate projections.