46 / 100

🇵🇱 Białystok

Poland — City Resilience Report

Moderate Resilience
Connectivity needs attention (17/100) Strong Water Security (80/100) Extreme seasonal daylight variation (9.4h range)
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AI Analysis

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

Białystok demonstrates a moderate overall resilience score of 46/100. The city benefits from strong water security but faces challenges in daylight stability and connectivity. This profile suggests areas for targeted improvement to enhance overall resilience.

Strengths

  • Water Security (80/100)
  • Exposure (60/100)
  • Climate Stability (50/100)

Risks

  • Daylight Stability (34/100)
  • Connectivity (17/100)

Recommendations

  • Improve daylight stability measures
  • Enhance regional connectivity

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

Overview

Population
296K
Elevation
Timezone
Europe/Warsaw
Coordinates
53.1333, 23.1643
Country
🇵🇱 Poland
Nearest Major City
Warsaw (259 km)

Score Breakdown

Climate Stability
50
Water Security
80
Daylight Stability
34
Connectivity
17
Exposure & Terrain
60

Climate Profile

Summer

High
Low

Winter

High
Low

Daylight Analysis

Longest Day (Summer Solstice) 17.0h
Sunrise: 04:00 Sunset: 20:57
Shortest Day (Winter Solstice) 7.5h
Sunrise: 07:39 Sunset: 15:11
Daylight Variation: 9.4h between solstices
Horizon Summer (17.0h) Winter (7.5h)

Connectivity

Within 50 km
3
cities
Within 100 km
8
cities
Within 200 km
33
cities
Population within 50 km
62K
Population within 100 km
513K
Isolation Index
Moderate

Exposure & Terrain

Elevation
Relative Elevation
Nearby Avg Elevation
Terrain Context
Unknown

Prayer Rhythm

Summer Fasting Hours
-4.9h
Fajr to Maghrib (longest day)
Winter Fasting Hours
9.7h
Fajr to Maghrib (shortest day)
Fasting Range
14.6h
Difference between seasons

Resilience Map

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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.