Add Bio-ORACLE v3.0 ocean environmental layers (present + future climate)

[boettiger-lab-llm-agent]

Dataset

Bio-ORACLE v3.0 — global marine environmental rasters at 0.05° (~5.5 km) resolution, present-day baselines (2000–2020) and CMIP6 future projections (2020–2100) under 6 SSP scenarios.

Upstream STAC import: boettiger-lab/data-workflows#53

Context

Ocean climate context for species distribution and habitat analysis. Enables queries about environmental conditions within MPA candidates and climate vulnerability assessment under different emissions scenarios. Large dataset — scope carefully (key variables: SST, salinity, O2, pH, currents).

STAC catalog status

Tracked in data-workflows#53. Not yet in catalog.

App integration

• STAC collection available in catalog (prioritize highest-value variables)
• COG layers for raster display via TiTiler
• System prompt updated with available variables and scenario vocabulary (SSP1/2/3/5)