Exposome Risk Predictor

Advanced interactive tool for assessing environmental exposure and health risks using real-time geospatial data and predictive analytics.

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What is the Exposome Risk Predictor?

An innovative platform that integrates environmental exposure data with health risk assessment, providing actionable insights for researchers, healthcare professionals, and public health officials.

Geospatial Analysis

Interactive maps with real-time environmental data visualization across European countries.

Air Quality Assessment

Real-time PM2.5, PM10, and other pollutant monitoring with WHO-compliant risk categorization.

Weather Integration

Current weather conditions, temperature, humidity, and wind speed analysis for comprehensive exposure assessment.

Environmental Factors

Detection of industrial areas, green spaces, urbanization levels, and noise pollution.

Lifestyle Assessment

Personalized risk scoring incorporating smoking, exercise, sleep patterns, and stress levels.

Predictive Analytics

Advanced algorithms calculate combined environmental and lifestyle risk scores.

How to Use the Tool

Simple steps to analyze environmental health risks for any location in Europe

1

Select Location

Choose a country from the dropdown menu and enter a postal code or click directly on the interactive map to select your area of interest.

2

Data Collection

The tool automatically fetches real-time data from multiple sources including OpenCage, Open-Meteo, OpenAQ, and REST Countries API.

3

Risk Analysis

Advanced algorithms calculate risk scores across four categories: Air Quality, Weather, Environmental Factors, and Country Statistics.

4

Personal Assessment

Optionally complete the lifestyle questionnaire to get a personalized combined risk score including your habits and behaviors.

5

Results & Export

View detailed results, interactive visualizations, and export comprehensive CSV reports for further analysis or sharing.

Tool Preview

Watch a quick demonstration of the Exposome Risk Predictor in action

What you'll see in the demo:

Interactive Map
Click-based location analysis
Real-time Data
Live environmental metrics
Export Reports
CSV data export feature
Lifestyle Assessment
Personalized risk scoring

Complete demonstration of the Exposome Risk Predictor workflow and features

Data Sources & References

The tool integrates multiple reliable data sources for comprehensive analysis

OpenCage Geocoding

Precise location data and reverse geocoding for accurate address information.

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Open-Meteo

Real-time weather data, temperature, humidity, and weather conditions.

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OpenAQ

Air quality data including PM2.5, PM10, and other pollutants monitoring.

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REST Countries

Country statistics including population, GDP, life expectancy, and more.

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Scientific References & Methodologies

  • WHO Global Air Quality Guidelines (2021) - PM2.5 risk assessment
  • EEA Environmental Risk Assessment methods
  • Lancet Commission on Pollution and Health methodologies
  • Eurostat Country Profiles and Environmental Indicators

Risk Assessment Methodology

Scientific approach to calculating environmental health risks

Four-Pillar Assessment Framework

40%
Air Quality
Based on WHO guidelines
30%
Environment
Green spaces, noise, urbanization
20%
Weather
Temperature extremes
10%
Country Statistics
Healthcare, pollution rates

Risk Level Interpretation

Very Low (0-25)

Minimal environmental health risks. Optimal conditions for outdoor activities.

Moderate (26-55)

Some environmental concerns. Sensitive individuals should take precautions.

High (56-75)

Significant environmental risks. Limit outdoor exposure and consider protective measures.

Very High/Extreme (76-100)

Critical environmental conditions. Follow health advisories and minimize exposure.

Ready to Analyze Environmental Risks?

Access the complete Exposome Risk Predictor tool now and start exploring environmental health data across Europe.