Creating a comprehensive geological event prediction app requires integrating multiple data sources, complex algorithms, and visualization tools. Here's the initial setup: Earth Geological Event Predictor

Earth Geological Event Predictor

🌋🌍⚡

Real-time Data

Magnetic Field

Vibration Frequency

Event Predictions

body { font-family: 'Arial', sans-serif; margin: 0; padding: 0; background-color: #f5f5f5; } .container { max-width: 1200px; margin: 0 auto; padding: 20px; } header { text-align: center; margin-bottom: 20px; } header h1 { color: #333; } .logo { font-size: 2.5rem; margin-top: 10px; } .dashboard { display: flex; gap: 20px; } .map-container { flex: 2; height: 600px; background-color: white; border-radius: 8px; box-shadow: 0 2px 10px rgba(0,0,0,0.1); } #map { height: 100%; border-radius: 8px; } .data-panel { flex: 1; display: flex; flex-direction: column; gap: 20px; } .real-time-data { background-color: white; padding: 15px; border-radius: 8px; box-shadow: 0 2px 10px rgba(0,0,0,0.1); } .data-grid { display: grid; grid-template-columns: 1fr; gap: 15px; } .data-card { background-color: #f9f9f9; padding: 15px; border-radius: 6px; } .data-card h3 { margin-top: 0; color: #444; } .predictions { background-color: white; padding: 15px; border-radius: 8px; box-shadow: 0 2px 10px rgba(0,0,0,0.1); } #event-list { margin-top: 10px; } .event-item { padding: 10px; margin-bottom: 10px; border-radius: 4px; background-color: #f0f0f0; } .event-item.earthquake { border-left: 4px solid #ff5722; } .event-item.volcano { border-left: 4px solid #f44336; } .event-item.flood { border-left: 4px solid #2196f3; } // Initialize map const map = L.map('map').setView([20, 0], 2); L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', { attribution: '© OpenStreetMap contributors' }).addTo(map); // Initialize charts const magneticCtx = document.getElementById('magneticChart').getContext('2d'); const vibrationCtx = document.getElementById('vibrationChart').getContext('2d'); const magneticChart = new Chart(magneticCtx, { type: 'line', data: { labels: [], datasets: [{ label: 'Magnetic Field Strength (nT)', data: [], borderColor: 'rgb(75, 192, 192)', tension: 0.1 }] }, options: { responsive: true, scales: { y: { beginAtZero: false } } } }); const vibrationChart = new Chart(vibrationCtx, { type: 'line', data: { labels: [], datasets: [{ label: 'Vibration Frequency (Hz)', data: [], borderColor: 'rgb(153, 102, 255)', tension: 0.1 }] }, options: { responsive: true, scales: { y: { beginAtZero: false } } } }); // Mock data simulation (in a real app, this would come from APIs) function simulateData() { const now = new Date(); const timestamp = now.toLocaleTimeString(); // Simulate magnetic field data const magneticValue = 30000 + Math.random() * 2000 - 1000; updateChart(magneticChart, timestamp, magneticValue); // Simulate vibration data const vibrationValue = 0.1 + Math.random() * 0.5; updateChart(vibrationChart, timestamp, vibrationValue); // Simulate occasional events if (Math.random() > 0.95) { simulateEvent(now); } setTimeout(simulateData, 5000); } function updateChart(chart, label, value) { if (chart.data.labels.length > 10) { chart.data.labels.shift(); chart.data.datasets[0].data.shift(); } chart.data.labels.push(label); chart.data.datasets[0].data.push(value); chart.update(); } function simulateEvent(timestamp) { const eventTypes = ['earthquake', 'volcano', 'flood']; const type = eventTypes[Math.floor(Math.random() * eventTypes.length)]; // Random location const lat = -90 + Math.random() * 180; const lng = -180 + Math.random() * 360; // Add marker to map const icon = L.divIcon({ className: `event-marker ${type}`, html: type === 'earthquake' ? '🌋' : type === 'volcano' ? '🔥' : '🌊', iconSize: [30, 30] }); L.marker([lat, lng], {icon}).addTo(map) .bindPopup(`${type.charAt(0).toUpperCase() + type.slice(1)} Alert
Predicted: ${timestamp.toLocaleString()}
Location: ${lat.toFixed(2)}, ${lng.toFixed(2)}`); // Add to event list const eventList = document.getElementById('event-list'); const eventItem = document.createElement('div'); eventItem.className = `event-item ${type}`; eventItem.innerHTML = ` ${type.charAt(0).toUpperCase() + type.slice(1)} Prediction
${timestamp.toLocaleString()}
Location: ${lat.toFixed(2)}, ${lng.toFixed(2)} `; eventList.prepend(eventItem); } // Start simulation simulateData(); This initial setup includes: 1. A responsive web interface with a world map and data visualization 2. Real-time data simulation for magnetic field and vibration frequency 3. Event prediction simulation with markers on the map 4. Basic styling for a clean, functional UI For a production app, you would need to: 1. Replace the simulation with real data APIs (USGS, NOAA, etc.) 2. Implement proper prediction algorithms (machine learning models) 3. Add user authentication and notification systems 4. Include more detailed geological analysis tools