My Latest Research Study Using Machine Learning With The Help Of AI To Predict -Time and the Number Of Accumulated Earthquakes

[Jim Smith]

  My Latest Research Study Using Machine Learning With The Help Of AI To Predict -Time and the Number Of Accumulated Earthquakes Associated With That Time, but in this particular case:

Location: The Area Of White City, New Mexico

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

These averages are part of the prediction:

Average Magnitude Of Earthquakes: ~ M 2.8

Average Latitude: ~ 31.66

Average Longitude: ~ 104.27 

This Machine Learning Program was written in Python Language, uses in this case ARIMA 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, the area of White City, New Mexico. And it has been steadily increasing since then to the present Feb 2024. The Prediction shows the forecast for about 1 year.

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/

[Jim Smith]

My latest update shows more details on the graph of the Predictions of Earthquakes In White City, New Mexico Showing Accumulation vs Time (Years)

I Worked with PyCharm AI to develop this program showing this...

Copyright 2024 Jim Smith  

On Sunday, February 11, 2024 at 3:19:26 PM UTC-6 Jim Smith wrote:

  My Latest Research Study Using Machine Learning With The Help Of AI To Predict -Time and the Number Of Accumulated Earthquakes Associated With That Time, but in this particular case:

Location: The Area Of White City, New Mexico

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

These averages are part of the prediction:

Average Magnitude Of Earthquakes: ~ M 2.8

Average Latitude: ~ 31.66

Average Longitude: ~ -104.27 (Updated to show -104.27 instead of 104.27) 

This Machine Learning Program was written in Python Language, uses in this case the SARIMA Method of Machine Learning.