assess_location_hazard
Assess flood, wildfire, drought, coastal erosion, and urban heat hazards for any location using satellite data. Get a summary, GeoJSON, or CSV report in a single call.
Instructions
Ergonomic All-in-One Planetary Hazard Assessment ("Create with Compute" pattern).
Bundles geocoding, STAC discovery, optimal scene filtering, and specialized hazard modeling into a single turnkey call. Replaces 4-6 manual tool calls.
Args: location: City/region name ('Valencia, Spain', 'Rhodes, Greece') or bbox 'min_lon, min_lat, max_lon, max_lat'. hazard_type: Type of hazard to evaluate: - 'flood_inundation' / 'sea_level_rise': Sea-level rise and storm surge inundation (EU Floods Directive). - 'wildfire': Active fires, Fire Radiative Power (FRP), and perimeter clustering (EFFIS). - 'burn_severity': Multi-temporal dNBR and post-fire scar analysis (EFFIS/USGS). - 'coastal_erosion': Shoreline retreat rates in m/year via baseline transects (EU Climate Adaptation). - 'drought': Freshwater depletion and reservoir margin desiccation (EU Water Framework Directive). - 'urban_heat': Land surface temperature and urban heat island intensity. - 'dark_vessels': Radar vessel detection and AIS correlation (MSFD Descriptor 8). datetime_range: Optional date or date range string (e.g. '2024-07-01/2024-07-31'). format: Output format ('summary', 'geojson', or 'csv'). water_level_rise_m: Projected sea-level rise in meters for flood inundation (default 1.0m). storm_surge_m: Additional storm surge water elevation in meters (default 0.0m). scenario: Optional IPCC AR6 preset ('SSP1-2.6', 'SSP2-4.5', or 'SSP5-8.5'). days: Historical lookback days for active wildfire monitoring (default 2).
Returns: JSON string or formatted report with end-to-end hazard metrics and resolved location context.
References:
Fox-Kemper, B., et al. (2021). IPCC AR6 WGI Chapter 9. DOI: 10.1017/9781009157896.011
Key, C. H., & Benson, N. C. (2006). USDA Forest Service RMRS-GTR-164-CD, pp. LA 1-55.
Schroeder, W., et al. (2014). Remote Sensing of Environment, 143, 85-96. DOI: 10.1016/j.rse.2013.12.008
Thieler, E. R., et al. (2009). USGS Open-File Report 2008-1278. DOI: 10.3133/ofr20081278
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | ||
| format | No | summary | |
| location | Yes | ||
| scenario | No | ||
| hazard_type | Yes | ||
| storm_surge_m | No | ||
| datetime_range | No | ||
| water_level_rise_m | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |