Based on our published FDL research techniques, we here apply them as a systematic predicting tool for determining the dates of earthquakes. Our methods are experimental and we test them in real time.
Please note the disclaimer at the end. We expect an accuracy for the prediction of +-1 day from the dates shown in the charts.
In the following diagram we can see Japan Earthquake Predictions for the period of October 2018.
For this period we observe that there is a High* probability to have an earthquake in Japan on 1st, 13th 16th, 21st, and 30th October 2018 other dates are possible and you can see their relative significance from the calendar below:
The probability scales are as follows:
*SMALL (<40%), MEDIUM (40-60%), and HIGH (>60%)
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)
You can read about our methodology here.
Disclaimer
Please note the disclaimer at the end. We expect an accuracy for the prediction of +-1 day from the dates shown in the charts.
In the following diagram we can see Japan Earthquake Predictions for the period of October 2018.
For this period we observe that there is a High* probability to have an earthquake in Japan on 1st, 13th 16th, 21st, and 30th October 2018 other dates are possible and you can see their relative significance from the calendar below:
The probability scales are as follows:
*SMALL (<40%), MEDIUM (40-60%), and HIGH (>60%)
You can read about our methodology here.
Disclaimer
Earthquakes can be predicted.
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