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.
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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
- ·Hu 2009MISSINGRemote Sens. Environ. 113(10):2118-2129
- ·Islam et al. 2007MISSINGJ. Appl. Sci. 7(13):1785-1789
- ·Jutla, Akanda & Islam 20106/6J. Am. Water Resour. Assoc.
- ·Mishra & Mishra 2012MISSINGRemote Sens. Environ. 117:394-406
- ·Nusrat et al. 20246/6GeoHealth
- ·Anas et al. 20215/6Remote Sensing 13(5):1034
- ·Jutla et al. 20135/6Environmental Modelling & Software
- ·Lobitz et al. 20005/6PNAS
- ·Sarker et al. 2019MISSINGFront. Mar. Sci. 6:598
- ·Env. Econ. & Management 20244/6J. Environ. Econ. Manage. 125:102966
- ·Jutla et al. 20124/6Remote Sensing of Environment
- ·Marine litter, Dniester 20251/6Marine Pollution Bulletin
Paper
Islam et al. 2007
J. Appl. Sci. 7(13):1785-1789
MISSING FROM THE FOLDER
relevance 6/6
- Title
- Vibrio cholerae survives in the mucilaginous sheath of Anabaena · released on bloom die-off
- DOI
- no DOI recorded
What it contains. The cyanobacteria reservoir mechanism - the theoretical basis for phycocyanin as a cholera predictor.
How it is used here. MISSING FROM THE FOLDER. It is cited throughout aoi_config.json but the PDF is not in Paper/. Phycocyanin is the highest-novelty variable in this study and its key citation is absent.