Dashboard Filters
Executive Summary — Key Performance Indicators
Total Records
12,199pts
Jan – May 2026
Monitoring Days
130days
Active coverage
IoT Devices
1unit
Device ID: 40
Rain Events
1,310rec
10.7% of readings
Avg Temperature
17.1°C
Range 9.6 – 27.6
Avg Humidity
53.2%
Moderate level
Avg Light Index
657/1024
Partial darkness
System Uptime
99.8%
Continuous 24/7
Monthly Monitoring Analytics — January to May 2026
△ 24-Hour Forecast Included
Average Temperature (°C) by Month
Historical Avg Temp (°C)
24h Forecast
Confidence Band
Average Humidity (%) by Month
Historical Avg Humidity (%)
24h Forecast
Confidence Band
Average Light Intensity by Month (0=Full Light, 1024=Full Dark)
Historical Light Intensity
24h Forecast
Confidence Band
Rain Event Frequency by Month
Historical Rain Readings
24h Forecast (projected)
Road Safety Risk Assessment
Low Risk
Daylight conditions • No rain detected
Normal visibility range at blind curve
Normal visibility range at blind curve
5,236
records (42.9% of total)
Moderate Risk
Reduced light intensity • High humidity
Partial visibility impairment detected
Partial visibility impairment detected
2,208
records (18.1% of total)
High Risk
Rain detected • Low light intensity
Poor visibility at blind curve — Alert triggered
Poor visibility at blind curve — Alert triggered
1,135
records (9.3% of total)
Risk Distribution
Low 42.9%
Moderate 18.1%
High 9.3%
Nominal 29.7%
Daily Risk Index Trend (Weekly Sample)
Risk Index (0–100 scale)
Blind Curve Visibility — Gauge Indicators
Visibility Index
36 / 100
Caution — High average light index indicates persistent partial darkness at curve
Safe (>70)
Caution (40–70)
Danger (<40)
Current Light Condition
64 %
Reduced ambient light at monitoring site; night hours account for majority of darkness readings
Environmental Safety Score
72 / 100
Overall environmental safety rating across Jan–May 2026 — Good, with seasonal caution advised
Environmental Correlation Analysis
Temperature vs Humidity — Scatter by Rain Status
No Rain (clear)
Rain Detected
Temperature vs Light Intensity by Month
Avg Temp (°C)
Avg Light Index —— dashed
Rainfall Monitoring
Rain vs No-Rain Distribution
Rain 10.7%
No Rain 89.3%
Monthly Rain Event Comparison
Rain-detected readings per month
Predictive Analytics — AI-Assisted Forecasting
Rain Probability Forecast — Next 4 Weeks
Confidence interval: ±12% • Seasonal trend regression • Monsoon onset: late June
Temperature Forecast — Monthly Projection
Projected monsoon onset: late June • Confidence band: ±1.5°C
Device Performance Monitoring
Records Collected per Device
Device Health Dashboard
Transmission Rate
99.8%
Sensor Availability
100%
Reading Interval
15min
Active Devices
1 / 1
Geographic Monitoring — Chitlang, Makwanpur, Nepal
Project Location & Sensor Deployment Zone
Deployment Details
Site: Chitlang, Makwanpur
Latitude: 27.67° N
Longitude: 85.04° E
Elevation: ~1,450 m asl
Device ID: 40
Road Type: Blind curve, mountain highway
Highway: Tribhuvan Highway
Status: Active — Online
Chitlang sits on a sharp bend of the Tribhuvan Highway, one of Nepal’s highest-risk mountain road segments for blind-curve accidents.