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Custom tolerance envelopes

Upload ground-truth observations of a species (where it occurs and where it doesn't) and we'll fit a Bayesian posterior over the species pack's tolerance parameters. When you submit a run, pick your envelope from the dropdown and scoring uses your posterior instead of the baked-in literature defaults.

CSV requirements: columns for lat, lon, and presence (0/1 or true/false). Optionally include temperature, salinity, dissolved_oxygen, depth, current_velocity, chlorophyll_a, ph. Missing env vars are fetched automatically from CMEMS + WOA + GEBCO at each observation point. Need at least 10 presence + 10 absence rows.

Download example CSV (10 presence + 10 absence, Ostrea edulis, Cornwall).

Create envelope from observations

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Data-source credentials

Environmental fetch runs (bbox → real T/S/DO/current/omega_ar/chla) work out-of-the-box on the SaaS-master Copernicus Marine account. If your organisation would rather bill fetches against its own Copernicus account (for audit, quota, or attribution reasons), paste your credentials below. They're encrypted at rest with a Fernet key that never leaves the server. Only org admins can view or change these settings.