Creating a comprehensive geological event prediction app requires multiple components working together. Here's the initial setup: Earth Geological Event Predictor

Earth Geological Event Predictor

🌋🌍⚡

Real-time Data

Event Predictions

body { margin: 0; font-family: Arial, sans-serif; background-color: #f0f2f5; } .app-container { max-width: 1200px; margin: 0 auto; padding: 20px; } header { text-align: center; margin-bottom: 20px; } .logo { font-size: 3rem; margin-top: 10px; } .dashboard { display: flex; gap: 20px; } .map-container { flex: 2; height: 600px; background-color: #fff; border-radius: 8px; box-shadow: 0 2px 10px rgba(0,0,0,0.1); } #map { height: 100%; width: 100%; border-radius: 8px; } .data-panel { flex: 1; display: flex; flex-direction: column; gap: 20px; } .real-time-data, .predictions { background-color: #fff; padding: 15px; border-radius: 8px; box-shadow: 0 2px 10px rgba(0,0,0,0.1); } h2 { margin-top: 0; color: #333; border-bottom: 1px solid #eee; padding-bottom: 10px; } .event-item { padding: 10px; margin: 10px 0; border-radius: 4px; background-color: #f8f9fa; } .event-item.earthquake { border-left: 4px solid #ff6b6b; } .event-item.volcano { border-left: 4px solid #f06595; } .event-item.flood { border-left: 4px solid #339af0; } // Main application module import { fetchGeologicalData } from './api.js'; import { analyzeData } from './analysis.js'; import { displayPredictions } from './ui.js'; let currentData = null; async function initApp() { try { // Initialize map initMap(); // Load initial data await updateData(); // Set up periodic updates setInterval(updateData, 300000); // Update every 5 minutes } catch (error) { console.error('Error initializing app:', error); } } async function updateData() { try { currentData = await fetchGeologicalData(); const predictions = analyzeData(currentData); displayPredictions(predictions); updateLastUpdated(); } catch (error) { console.error('Error updating data:', error); } } function initMap() { // This will be replaced by Google Maps initialization console.log('Map initialization placeholder'); } function updateLastUpdated() { const now = new Date(); document.getElementById('last-updated').textContent = `Last updated: ${now.toLocaleString()}`; } // Start the application document.addEventListener('DOMContentLoaded', initApp); // API module for fetching geological data export async function fetchGeologicalData() { // In a real app, this would fetch from actual APIs console.log('Fetching geological data...'); // Mock data for demonstration return { timestamp: new Date().toISOString(), magneticField: { intensity: Math.random() * 50 + 30, inclination: Math.random() * 180 - 90, declination: Math.random() * 360 - 180 }, seismicActivity: Array(10).fill().map(() => ({ latitude: Math.random() * 180 - 90, longitude: Math.random() * 360 - 180, magnitude: Math.random() * 5, depth: Math.random() * 100 })), volcanicActivity: Array(5).fill().map(() => ({ latitude: Math.random() * 180 - 90, longitude: Math.random() * 360 - 180, activityLevel: Math.random() })), climateData: { temperatureAnomaly: Math.random() * 2 - 1, iceMeltRate: Math.random() } }; } // Data analysis module export function analyzeData(data) { const predictions = []; // Analyze seismic data for earthquake predictions data.seismicActivity.forEach(activity => { if (activity.magnitude > 3.5) { predictions.push({ type: 'earthquake', latitude: activity.latitude, longitude: activity.longitude, magnitude: activity.magnitude, probability: Math.min(0.9, activity.magnitude / 8), timestamp: new Date(Date.now() + Math.random() * 86400000) // Within next 24 hours }); } }); // Analyze volcanic activity data.volcanicActivity.forEach(activity => { if (activity.activityLevel > 0.7) { predictions.push({ type: 'volcano', latitude: activity.latitude, longitude: activity.longitude, probability: activity.activityLevel, timestamp: new Date(Date.now() + Math.random() * 172800000) // Within next 48 hours }); } }); // Analyze climate data for flood predictions if (data.climateData.iceMeltRate > 0.5) { // Simulate flood predictions in mountainous regions predictions.push({ type: 'flood', latitude: Math.random() * 60 - 30, // Between 30S and 30N latitude longitude: Math.random() * 360 - 180, probability: data.climateData.iceMeltRate * 0.8, timestamp: new Date(Date.now() + Math.random() * 259200000) // Within next 72 hours }); } return predictions; } // UI module for displaying predictions export function displayPredictions(predictions) { const container = document.getElementById('predictions-list'); container.innerHTML = ''; // Update magnetic field display document.getElementById('magnetic-field').textContent = `Magnetic Field: ${Math.random().toFixed(2)} µT`; // Update vibration frequency display document.getElementById('vibration-frequency').textContent = `Vibration Frequency: ${(Math.random() * 10).toFixed(2)} Hz`; if (predictions.length === 0) { container.innerHTML = '

No significant events predicted at this time.

'; return; } predictions.forEach(prediction => { const eventElement = document.createElement('div'); eventElement.className = `event-item ${prediction.type}`; const typeName = prediction.type.charAt(0).toUpperCase() + prediction.type.slice(1); const probability = Math.round(prediction.probability * 100); const time = prediction.timestamp.toLocaleString(); eventElement.innerHTML = `

${typeName} Prediction

Location: ${prediction.latitude.toFixed(4)}°, ${prediction.longitude.toFixed(4)}°

Probability: ${probability}%

Expected: ${time}

`; container.appendChild(eventElement); }); // In a real app, we would also update the map with markers } This sets up the foundation for your geological event prediction app. The current implementation includes: 1. A responsive UI with map and data panels 2. Mock data fetching and analysis 3. Basic prediction algorithms 4. Real-time data display To make this fully functional, you would need to: 1. Replace mock data with real API integrations (USGS, NOAA, etc.) 2. Implement more sophisticated prediction algorithms 3. Add proper Google Maps integration 4. Include actual magnetic field and vibration data sources