54 / 100

πŸ‡¦πŸ‡΄ Chinguar

Angola β€” City Resilience Report

Moderate Resilience
Connectivity needs attention (14/100) Strong Daylight Stability (90/100)
πŸ€–

AI Analysis

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

Chinguar, Angola, demonstrates moderate overall resilience with a population of 26,811. The city benefits from strong water security and daylight stability, but faces challenges related to connectivity and climate stability. This assessment is based on the provided data and is not a comprehensive evaluation.

Strengths

  • βœ“ Water Security (80/100)
  • βœ“ Daylight Stability (90/100)

Risks

  • ⚠ Connectivity (14/100)
  • ⚠ Climate Stability (50/100)

Recommendations

  • β†’ Improve regional connectivity to enhance resource access and economic opportunities.
  • β†’ Further investigate and address climate vulnerabilities given the incomplete data.

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

Overview

Population
27K
Elevation
β€”
Timezone
Africa/Luanda
Coordinates
-12.5571, 16.338
Country
πŸ‡¦πŸ‡΄ Angola
Nearest Major City
Huambo (71 km)

Score Breakdown

Climate Stability
50
Water Security
80
Daylight Stability
90
Connectivity
14
Exposure & Terrain
60

Climate Profile

Summer

High β€”
Low β€”

Winter

High β€”
Low β€”

Daylight Analysis

Longest Day (Summer Solstice) 12.9h
Sunrise: 05:26 Sunset: 18:18
Shortest Day (Winter Solstice) 11.4h
Sunrise: 06:14 Sunset: 17:37
Daylight Variation: 1.5h between solstices
Horizon Summer (12.9h) Winter (11.4h)

Connectivity

Within 50 km
1
cities
Within 100 km
6
cities
Within 200 km
19
cities
Population within 50 km
27K
Population within 100 km
1.15M
Isolation Index
Moderate

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.