Vector Surveillance and Control Unit Department of Environmental Health Services, Ministry of Health All data processed locally.
Please load the following:
📂
Entomology Database REQUIRED
Entomology surveillance data (.accdb)
📎
Supporting files optional
Knowledge base (.xlsx) or flag resolutions (.csv) — auto-detected
or
Brunei Dengue Risk Mapper
ALPHA
v2.5
0 excluded
0 not mapped
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↓ Export data
Top 5
Summary & Interpretation
Surveillance Scheduler
⚠Suggested schedule only. This is an automated draft based on field priority scores and does not account for staff availability, ongoing operations, or field conditions. Team leads should review and adjust before use.
128 visits/month · Teams A–D · Mon–Thu
Schedule based on field priority scores. 4 teams, AM and PM sessions, Monday to Thursday.
Priority breakdown & team schedule128 visits/month · Teams A–D · Mon–Thu · AM & PM
Data Quality & Flags
Excluded records are removed from map calculations. Warnings (N) can be toggled. Use Resolve to correct errors — fixes apply immediately. Export/Import to save across sessions.
0 resolved
Code
ID
Date
Team
Mukim
Kampung
Houses
Contnrs
+Houses
+Contnrs
HI%
CI%
BI
Reason
Action
Kampung Name Matching
Kampung names matched using the mukim code from the database, then fuzzy string similarity within that mukim. Score 100% = confirmed exact match. Score 70-99% = non-exact, review recommended. Below 70% = not plotted. District column highlights unexpected matches outside Brunei-Muara.
Raw name (DB)
DB Mukim
Matched to (GeoJSON)
GeoJSON Mukim
District
Score
Resolve
#
Date
Team
Kampung (DB)
Mukim (DB)
Houses
+Houses
Containers
+Containers
HI%
CI%
BI
Abate (g)
Priority Score Model
A weighted linear combination of entomological and operational signals. Enter raw weights — percentages are calculated automatically.
Choose which larval index to use:
Decay half-life
months
for recent larval index
Endemicity threshold
% larval index
visit counted as positive
Blind spot cap
months
max blind spot penalty
Coming soon — additional signals
🔒 Dengue case incidence🔒 Population density🔒 Rainfall & humidity🔒 Ae. aegypti detection🔒 Land use / greenspace