68 / 100

🇵🇰 Lahore

Name: Lahore, Pakistan
Address: PK

Pakistan — City Resilience Report

Moderate Resilience

Climate Stability needs attention (50/100) Strong Connectivity (88/100)

🤖

AI Analysis

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

Lahore demonstrates moderate overall resilience, benefiting from strong connectivity but facing challenges in climate stability and exposure. The city's population of over 13 million is concentrated within a relatively connected region. Further assessment of terrain and climate data is needed for a more complete picture.

Strengths

✓ Connectivity: 88/100
✓ Water Security: 72/100
✓ Daylight Stability: 71/100

Risks

⚠ Climate Stability: 50/100
⚠ Exposure: 60/100

Recommendations

→ Gather comprehensive climate data, including winter temperatures and annual range.
→ Assess terrain and relative elevation to better understand exposure risks.

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

Overview

Population: 13.0M
Elevation: —
Timezone: Asia/Karachi
Coordinates: 31.558, 74.3507
Country: 🇵🇰 Pakistan
Nearest Major City: Shekhupura (44 km)

Score Breakdown

Climate Stability Low annual temperature range = more stable

50

Water Security Based on heat + elevation proxy — not infrastructure

72

Daylight Stability Low seasonal daylight variation = more stable

71

Connectivity More cities and population nearby = better connected

88

Exposure & Terrain Moderate elevation, stable terrain = lower risk

60

Climate Profile

Summer

High 34.4°C

Low 27.1°C

Condition Cloudy

Winter

High —

Low —

Daylight Analysis

Longest Day (Summer Solstice) 14.2h

Sunrise: 04:58 Sunset: 19:10

Shortest Day (Winter Solstice) 10.1h

Sunrise: 06:57 Sunset: 17:03

Daylight Variation: 4.1h between solstices

Connectivity

Within 50 km

10

cities

Within 100 km

49

cities

Within 200 km

184

cities

Population within 50 km: 1.24M
Population within 100 km: 7.62M
Isolation Index: Connected

Exposure & Terrain

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

Prayer Rhythm

Summer Fasting Hours

-8.1h

Fajr to Maghrib (longest day)

Winter Fasting Hours

11.5h

Fajr to Maghrib (shortest day)

Fasting Range

19.7h

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.