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.

7. In-situ validation

AL25 · Bangladesh Oceanographic Research Institute (BORI) / Dept. of Fisheries / BoBLME

Government of Bangladesh

D In-situ LIKELY PAID or requires an MoU ACCOUNT NEEDED

Source · duration · capture cadence

Data source: Government of Bangladesh
Access route: Formal data request
Endpoint / asset: bori.gov.bd · fisheries.gov.bd
Duration: 2000s → present
Capture cadence: Varies
Resolution: Point
Delivers: In-situ chlorophyll, nutrients, plankton counts, water quality in Bangladeshi waters
Command: (email BORI / DoF)

Why it is used for cholera. Official national data

Why not — catalogue limitation. Availability, cost and format are all unknown until you ask. Budget time. This is the single highest-value unknown in the whole project.

Site applicability

Site	Verdict	Why
Chakaria HDSS	YES	THE ONLY LOCAL GROUND TRUTH for the Cox's Bazar coast — pursue this
Matlab HDSS	PARTIAL	MEDIUM
Dhaka City	PARTIAL	MEDIUM

Reliable · accessible · authentic

D In-situ

Reliability tier

Accessible

Government of Bangladesh

Authentic — operator

Documentation: https://bori.gov.bd/