MarineSDMs
MarineSDMs collects methods and code for building marine species distribution models (SDMs) from open occurrence and environmental data.
Marine Sensitivity Toolkit
A catalog and atlas of marine species distribution models and sensitivity scores for U.S. waters, harmonized with STAC-SDM into cloud-optimized GeoTIFF and GeoParquet.
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A STAC extension that describes species distribution models (range, habitat-suitability or density) — what the value means, how it was modeled, which taxon, and the month or season it predicts.
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AquaMaps Downscaled
Downscaled AquaMaps modeled species distributions for finer-resolution marine biodiversity mapping.
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Remote Sensing
Satellites and aerial sensors resolve ocean color, temperature, and habitat extent across millions of square kilometers — scales no ship survey can match.
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CoastWatch OBIS Indicator Explorer
Server-side tool that co-locates satellite remote sensing products, gridded model outputs, and OBIS field observations to generate biodiversity indicators for any polygon.
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extractr
R package providing a common interface to extract and summarize gridded environmental data (ERDDAP, DataONE, and more) over a place.
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