My Latest Research Study Using Machine Learning To Predict Frequency And Time Of Earthquake

[Jim Smith]

My Latest Research Study Using Machine Learning With The Help Of AI To Predict Frequency And Time Of Earthquakes but in this particular case:

Location: White City, New Mexico

CSV Data Used: From Feb 6, 2012 To Feb 10, 2024

The Machine Learning Program written in Python Language uses in this case ARIMA and SARIMA Methods of Machine Learning. 

https://neptune.ai/blog/arima-sarima-real-world-time-series-forecasting-guide

You can see surprising results from the prediction graphs. It shows that since about the year 2020, the numbers of earthquakes have been increasing as shown in this particular case, White City, New Mexico. And it has been steadily increasing since then to the present Feb10, 2024. The Prediction shows the forecast for about 2 months. And it shows this increasing trend is about the same.

The only thing I can think of that is causing this is the Climate Crisis. As it gets hotter, the sea level rises. I noticed as the sea level has started rising on a graph of the sea level increase, it shows a direct proportional relation to the earthquake number increase. It isn't just White City, New Mexico with an increasing number of Earthquakes, but this appears to be happening Worldwide.

For more info of my Individual Study of a new approach to predicting Earthquake "Time" is shown on the image. I also show a map from the USGS showing a visual view of the earthquakes in White City since the year 2012.

Reference USGS

 https://earthquake.usgs.gov/earthquakes/