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
NOAA ERDDAP (CoastWatch / OceanWatch / NEFSC)
NOAA
MIXED - monthly LIVE, daily DEAD
NONE
- URL
- https://coastwatch.noaa.gov/erddap
- Formats
- CSV straight from a griddap URL
Strength. The single easiest no-account route to per-site ocean-colour CSV. Pattern: server/griddap/dataset.csv?var[(t1):(t2)][(lat1):(lat2)][(lon1):(lon2)].
Weakness. Servers disagree about latitude axis direction - ask the wrong way round and you get HTTP 200 with an empty CSV and no error. Daily products over long windows time out.
Use it for. OC-CCI monthly and MODIS 8-day answered from this network. Both DAILY VIIRS endpoints timed out. Chunk daily requests by year and always run 00_verify_sources.py first.
Datasets served through this hub
AL01
ESA Ocean Colour CCI v6.0 — merged multi-sensor chlorophyll-aAL06
MODIS-Aqua Level-3 SMIAL07
SeaWiFS Level-3 SMIAL08
VIIRS SNPP / NOAA-20 chlorophyll (NOAA CoastWatch)