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
- +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
Variable
PHENOLOGY
derived ·
expected lag seasonal weeks
- Formula
bloom initiation date, peak date, duration, amplitude, integrated biomass- Sensors
- Panel column
derived downstream- Applies at
- Chakaria Dhaka Matlab
- Reference
- Racault et al. 2019, Remote Sensing 11(23):2763, doi:10.3390/rs11232763
Why it is used for cholera. Racault argues bloom TIMING carries more cholera signal than bloom magnitude. High novelty, cheap to derive once you have the time series.