51 / 100

πŸ‡¦πŸ‡΄ Cuemba

Angola β€” City Resilience Report

Moderate Resilience
Connectivity needs attention (2/100) Strong Daylight Stability (90/100) Geographic isolation may limit resilience
πŸ€–

AI Analysis

Generated by google/gemma-3-12b-it:free β€” based on deterministic metrics above

Cuemba, Angola presents a moderate resilience profile with notable water security and daylight stability. However, its isolation and low connectivity scores indicate significant vulnerabilities. This assessment is based on limited available data.

Strengths

  • βœ“ Water Security (80/100)
  • βœ“ Daylight Stability (90/100)
  • βœ“ Moderate Overall Score (51/100)

Risks

  • ⚠ Isolated Location
  • ⚠ Low Connectivity (2/100)

Recommendations

  • β†’ Improve regional connectivity
  • β†’ Further investigate and quantify climate risks

AI-generated text summarizes the underlying measured signals. This is not a professional assessment.

Overview

Population
20K
Elevation
β€”
Timezone
Africa/Luanda
Coordinates
-12.15, 18.0833
Country
πŸ‡¦πŸ‡΄ Angola
Nearest Major City
Huambo (269 km)

Score Breakdown

Climate Stability
50
Water Security
80
Daylight Stability
90
Connectivity
2
Exposure & Terrain
60

Climate Profile

Summer

High β€”
Low β€”

Winter

High β€”
Low β€”

Daylight Analysis

Longest Day (Summer Solstice) 12.8h
Sunrise: 05:20 Sunset: 18:10
Shortest Day (Winter Solstice) 11.4h
Sunrise: 06:07 Sunset: 17:31
Daylight Variation: 1.4h between solstices
Horizon Summer (12.8h) Winter (11.4h)

Connectivity

Within 50 km
0
cities
Within 100 km
2
cities
Within 200 km
8
cities
Population within 50 km
0
Population within 100 km
88K
Isolation Index
Isolated

Exposure & Terrain

Elevation
β€”
Relative Elevation
β€”
Nearby Avg Elevation
β€”
Terrain Context
Unknown

Prayer Rhythm

Summer Fasting Hours
14.2h
Fajr to Maghrib (longest day)
Winter Fasting Hours
12.7h
Fajr to Maghrib (shortest day)
Fasting Range
1.5h
Difference between seasons

Resilience Map

Map loading...
50 km 100 km 200 km

Methodology

Data Confidence: Low (3/7 signals available)

Limited data available. Treat scores as rough estimates.

Data Sources

Geographic and population data from GeoNames. Climate data from Open-Meteo historical archive (2023). Daylight and prayer times computed with SunCalc algorithms. All calculations are deterministic and reproducible.

What These Scores Measure

Scores are based on geographic and climate signals only β€” temperature, elevation, daylight patterns, and nearby city density. They do not account for water infrastructure, governance, economic development, or disaster preparedness. A high score means favorable natural conditions, not necessarily strong resilience in practice.

Score Formula

The overall resilience score is a weighted average of five sub-scores: Climate Stability (25%), Connectivity (25%), Exposure & Terrain (20%), Water Security (15%), and Daylight Stability (15%). Each sub-score ranges from 0 to 100.

Score Bands

High (70+) Moderate (40-69) Low (<40)

Disclaimer: This is a resilience proxy based on publicly available geographic and climatic data, not a full engineering assessment. It is intended for informational purposes only. Source attribution: GeoNames, Open-Meteo, SunCalc.