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Analysis of Rainfall in India using deep learning for improving the accuracy in Predicting remote rainfall intensity

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Indian-RainfallAnalysis

In India, we typically have data on rainfall from rain gauges every 1 degree in latitude and longitude.We are attempting to obtain rainfall data for every 0.25 degrees of latitude and longitude by applying deep learning.

methods used:

1) moving weighted avg(commenly used for temprature predicition

2)auto encoder decoder model

              

                 1 degree rainfall image                                                             0.25 degree rainfall image

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Analysis of Rainfall in India using deep learning for improving the accuracy in Predicting remote rainfall intensity

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