Network panel
Algae Dataset
Every data hub, dataset, sensor, variable, paper and limitation in one tree — and for each: where it comes from, how far back it goes, how often it captures, why it belongs in a cholera study, and why it does not work everywhere.
Highlight site
All three
Chakaria HDSS
Matlab HDSS
Dhaka City
Choosing a site greys out everything that does not apply there.
- −DATA HUBSwhere the data physically comes from
- ·IRI Data Library (Ingrid)LIVE (verified)NONE · CSV / NetCDF / JSON, built from the URL path
- ·NOAA ERDDAP (CoastWatch / OceanWatch / NEFSC)MIXED - monthly LIVE, daily DEADNONE · CSV straight from a griddap URL
- ·Google Earth EngineLIVE (host reachable)free Cloud project · CSV via Export.table, or inline getInfo
- ·Copernicus Marine Service (CMEMS)LIVE (portal reachable)free account · NetCDF via the copernicusmarine toolbox
- ·NASA Ocean Biology DAACPARTIAL - search reachable, no URLs returnedfree Earthdata login · bulk L3 NetCDF
- ·Copernicus Data Space EcosystemLIVEfree account · OData catalogue, S3 download
- ·USGS EarthExplorer / M2Mnot tested herefree ERS account · GeoTIFF, Collection 2 Level-2
- +DATASET TYPESgrouped by what kind of water they see
- +SITE-WISEwhat actually applies at each site
- +DURATION & CAPTURE CADENCEdaily · weekly · 10-day · 16-day · monthly
- +VARIABLESwhat is computed from the bands
- +LIMITATIONSwhy not — typed and severity-ranked
- +PAPERSthe evidence, DOI-linked
Data hub
Copernicus Marine Service (CMEMS)
E.U. Copernicus Marine Service
LIVE (portal reachable)
free account
- URL
- https://marine.copernicus.eu/
- Formats
- NetCDF via the copernicusmarine toolbox
Strength. The only DAILY GAP-FREE chlorophyll product - L4 interpolated, 4 km, 1997 to present. No cloud holes.
Weakness. Needs an account and a Python toolbox. NetCDF, so a conversion step before CSV.
Use it for. Worth the registration for the Chakaria coastal box, where a gap-free daily series is genuinely useful.
Datasets served through this hub
AL01
ESA Ocean Colour CCI v6.0 — merged multi-sensor chlorophyll-aAL04
Sentinel-3 OLCI — 21 bands incl. 620 nm (phycocyanin) & 709 nm (red e…