50 / 100

🇦🇴 Lumbala

Name: Lumbala, Angola
Address: AO

Angola — City Resilience Report

Moderate Resilience

Connectivity needs attention (0/100) Strong Daylight Stability (88/100) Geographic isolation may limit resilience

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AI Analysis

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

Lumbala, Angola presents a moderate resilience profile with notable strengths in water security and daylight stability. However, extreme isolation and limited connectivity pose significant challenges. The overall score of 50/100 reflects this mixed picture.

Strengths

✓ Water Security (80/100)
✓ Daylight Stability (88/100)
✓ Exposure (60/100)

Risks

⚠ Connectivity (0/100)
⚠ Very Isolated

Recommendations

→ Improve regional connectivity
→ Assess and mitigate climate risks

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

Overview

Population: 19K
Elevation: —
Timezone: Africa/Luanda
Coordinates: -14.1016, 21.4353
Country: 🇦🇴 Angola
Nearest Major City: Kolwezi (584 km)

Score Breakdown

Climate Stability Low annual temperature range = more stable

50

Water Security Based on heat + elevation proxy — not infrastructure

80

Daylight Stability Low seasonal daylight variation = more stable

88

Connectivity More cities and population nearby = better connected

0

Exposure & Terrain Moderate elevation, stable terrain = lower risk

60

Climate Profile

Summer

High —

Low —

Winter

High 26.6°C

Low 12.4°C

Condition Clear

Daylight Analysis

Longest Day (Summer Solstice) 13.0h

Sunrise: 05:03 Sunset: 18:00

Shortest Day (Winter Solstice) 11.3h

Sunrise: 05:57 Sunset: 17:14

Daylight Variation: 1.7h between solstices

Connectivity

Within 50 km

0

cities

Within 100 km

0

cities

Within 200 km

3

cities

Population within 50 km: 0
Population within 100 km: 0
Isolation Index: Very Isolated

Exposure & Terrain

Elevation: —
Relative Elevation: —
Nearby Avg Elevation: —
Terrain Context: Unknown

Prayer Rhythm

Summer Fasting Hours

14.3h

Fajr to Maghrib (longest day)

Winter Fasting Hours

12.6h

Fajr to Maghrib (shortest day)

Fasting Range

1.7h

Difference between seasons

Resilience Map

Map loading...

50 km 100 km 200 km

Methodology

Data Confidence: Low (4/7 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.