59 / 100

🇧🇩 Rangpur

Name: Rangpur, Bangladesh
Address: BD

Bangladesh — City Resilience Report

Moderate Resilience

Connectivity needs attention (45/100) Strong Water Security (80/100)

🤖

AI Analysis

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

Rangpur, Bangladesh exhibits a moderate overall resilience score of 59/100. The city demonstrates strong water security and daylight stability, but faces challenges in connectivity and climate stability. This profile suggests a need for targeted improvements to bolster its resilience against potential shocks.

Strengths

✓ Water Security (80/100)
✓ Daylight Stability (78/100)

Risks

⚠ Connectivity (45/100)
⚠ Climate Stability (50/100)

Recommendations

→ Improve connectivity infrastructure to enhance access and reduce isolation.
→ Conduct a detailed climate risk assessment to understand and mitigate potential impacts.

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

Overview

Population: 1.03M
Elevation: —
Timezone: Asia/Dhaka
Coordinates: 25.7466, 89.2517
Country: 🇧🇩 Bangladesh
Nearest Major City: Mohammadpur (124 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

78

Connectivity More cities and population nearby = better connected

45

Exposure & Terrain Moderate elevation, stable terrain = lower risk

60

Climate Profile

Summer

High —

Low —

Winter

High —

Low —

Daylight Analysis

Longest Day (Summer Solstice) 13.7h

Sunrise: 05:12 Sunset: 18:57

Shortest Day (Winter Solstice) 10.5h

Sunrise: 06:44 Sunset: 17:16

Daylight Variation: 3.2h between solstices

Connectivity

Within 50 km

6

cities

Within 100 km

24

cities

Within 200 km

96

cities

Population within 50 km: 433K
Population within 100 km: 1.88M
Isolation Index: Connected

Exposure & Terrain

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

Prayer Rhythm

Summer Fasting Hours

-8.7h

Fajr to Maghrib (longest day)

Winter Fasting Hours

-12.1h

Fajr to Maghrib (shortest day)

Fasting Range

3.4h

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.