Macrocystis pyrifera (Macrocystis pyrifera) is modeled as saltwater with 1,500 of 1,394,137 occurrence records from Ocean Biodiversity Information System; no temperature niche yet, salinity gap.; environment join 2 variables across 1 H3 cells from erddap, bio-oracle.
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Regenerate the full-lake Lab extract from the current v2 map index before making abundance or range claims.
Backfill coordinate, year, depth, temperature, and salinity coverage through approved source lanes.
Compare against at least one additional occurrence source or cell-level aggregate before promoting the finding.