51 / 100

🇦🇴 Ondjiva

Angola — City Resilience Report

Moderate Resilience
Connectivity needs attention (8/100) Strong Daylight Stability (86/100)
🤖

AI Analysis

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

Ondjiva demonstrates moderate overall resilience, primarily driven by strong water security and daylight stability. However, connectivity is a significant weakness, and the city's exposure profile remains largely unknown. This profile suggests vulnerabilities related to external shocks and limited regional integration.

Strengths

  • Water Security
  • Daylight Stability

Risks

  • Connectivity
  • Unknown Terrain

Recommendations

  • Improve regional connectivity
  • Assess and mitigate exposure risks based on terrain analysis

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

Overview

Population
122K
Elevation
Timezone
Africa/Luanda
Coordinates
-17.0667, 15.7333
Country
🇦🇴 Angola
Nearest Major City
Lubango (345 km)

Score Breakdown

Climate Stability
50
Water Security
80
Daylight Stability
86
Connectivity
8
Exposure & Terrain
60

Climate Profile

Summer

High
Low

Winter

High
Low

Daylight Analysis

Longest Day (Summer Solstice) 13.1h
Sunrise: 05:20 Sunset: 18:29
Shortest Day (Winter Solstice) 11.1h
Sunrise: 06:25 Sunset: 17:32
Daylight Variation: 2.0h between solstices
Horizon Summer (13.1h) Winter (11.1h)

Connectivity

Within 50 km
1
cities
Within 100 km
5
cities
Within 200 km
6
cities
Population within 50 km
23K
Population within 100 km
152K
Isolation Index
Moderate

Exposure & Terrain

Elevation
Relative Elevation
Nearby Avg Elevation
Terrain Context
Unknown

Prayer Rhythm

Summer Fasting Hours
14.5h
Fajr to Maghrib (longest day)
Winter Fasting Hours
12.4h
Fajr to Maghrib (shortest day)
Fasting Range
2.1h
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 — 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.