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
- ·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
Nusrat et al. 2024
GeoHealth
IN THE FOLDER
relevance 6/6
- Title
- Satellite‐Derived, Smartphone‐Delivered Geospatial Cholera Risk Information for Vulnerable Populations Farah Nusrat1,2 , Ali S. Akanda2 , Abdullah Islam3,4, Sonia Aziz5, Emily L. P
- DOI
10.1029/2024GH001039↗Paper/GeoHealth - 2024 - Nusrat - Satellite‐Derived Smartphone‐Delivered Geospatial Cholera Risk Information for Vulnerable.pdf
What it contains. The Matlab baseline: a 1 km monthly weighted-sum cholera risk index over a 22x22 km domain that matches your shapefile.
How it is used here. Benchmark M4 against it. Produce an AOI-aggregate series so the comparison is direct.