Creating an AI-based Earthquake Early Warning System is a great idea to help prevent disasters like the one in Myanmar. Below is a basic AI-powered earthquake prediction system that can work on mobile devices and online platforms.

AI Technology

Features of the Software:

  1. Real-time Earthquake Monitoring – Uses seismic data from global sources.
  2. AI-Powered Prediction – Machine learning predicts the intensity before the quake happens.
  3. Instant Alerts – Sends notifications to users via mobile and online gadgets.
  4. User Safety Tips – Provides guidance on what to do before, during, and after an earthquake.

I am providing a basic Python code that uses AI to predict earthquakes and send alerts.

I

import requests import time import numpy as np import tensorflow as tf from plyer import notification

Function to get real-time earthquake data

def get_earthquake_data(): url = “https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/2.5_day.geojson” response = requests.get(url) data = response.json() return data

Load pre-trained AI model (dummy model for demonstration)

def load_ai_model(): model = tf.keras.models.load_model(“earthquake_prediction_model.h5”) return model

Function to predict earthquake severity

def predict_earthquake(magnitude, depth): model = load_ai_model() input_data = np.array([[magnitude, depth]]) prediction = model.predict(input_data) return prediction[0][0]

Function to check earthquake severity and send alerts

def check_for_earthquake(): data = get_earthquake_data() for quake in data[‘features’]: magnitude = quake[‘properties’][‘mag’] depth = quake[‘geometry’][‘coordinates’][2]  # Depth of earthquake location = quake[‘properties’][‘place’]

# AI-based prediction of severity
    predicted_severity = predict_earthquake(magnitude, depth)
   
    if predicted_severity >= 5.0:  # Threshold for sending alerts
        message = f”Earthquake Alert!\nPredicted Severity: {predicted_severity}\nMagnitude: {magnitude}\nLocation: {location}\nTake Precautions!”
        send_alert(message)

Function to send notifications

def send_alert(message): notification.notify( title=”Earthquake Warning!”, message=message, timeout=10 ) print(message)

Run the script periodically

while True: check_for_earthquake() time.sleep(3600)  # Check every hour

Try to do

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