61 / 100

🇦🇹 Baden

Austria — City Resilience Report

Moderate Resilience
Daylight Stability needs attention (46/100) Strong Water Security (77/100)
🤖

AI Analysis

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

Baden, Austria presents a moderate resilience profile with a score of 61/100. The city benefits from strong connectivity and water security, but faces challenges related to climate stability and daylight variation. This assessment is based on the provided data and does not represent a comprehensive evaluation.

Strengths

  • Water Security (77/100)
  • Connectivity (72/100)
  • Very Connected (isolation)

Risks

  • Climate Stability (50/100)
  • Daylight Stability (46/100)

Recommendations

  • Further investigate and address climate stability concerns.
  • Gather more detailed exposure data, including terrain analysis.

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

Overview

Population
26K
Elevation
Timezone
Europe/Vienna
Coordinates
48.0054, 16.2326
Country
🇦🇹 Austria
Nearest Major City
Vienna (27 km)

Score Breakdown

Climate Stability
50
Water Security
77
Daylight Stability
46
Connectivity
72
Exposure & Terrain
60

Climate Profile

Summer

High 29.4°C
Low 19.1°C
Condition Clear

Winter

High
Low

Daylight Analysis

Longest Day (Summer Solstice) 16.0h
Sunrise: 04:55 Sunset: 20:58
Shortest Day (Winter Solstice) 8.4h
Sunrise: 07:41 Sunset: 16:03
Daylight Variation: 7.7h between solstices
Horizon Summer (16.0h) Winter (8.4h)

Connectivity

Within 50 km
28
cities
Within 100 km
39
cities
Within 200 km
102
cities
Population within 50 km
3.53M
Population within 100 km
4.33M
Isolation Index
Very Connected

Exposure & Terrain

Elevation
Relative Elevation
Nearby Avg Elevation
Terrain Context
Unknown

Prayer Rhythm

Summer Fasting Hours
-4.6h
Fajr to Maghrib (longest day)
Winter Fasting Hours
10.3h
Fajr to Maghrib (shortest day)
Fasting Range
14.9h
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.