I would like to do a prediction for rainfall data

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Riyadh
Riyadh 2024-1-3
评论： Riyadh 2024-1-19
Hello,
I have monthly rainfall data for 20 years I would like to generate a predtion for another 20 years, is there any tool in Matlab that can help.
Thanks in advance!
Riyadh
  2 个评论
Dyuman Joshi
Dyuman Joshi 2024-1-3
编辑：Dyuman Joshi 2024-1-3
There are many tools, but it is difficult to suggest anything with no specific information.
As a general suggestion, I would say to ask the MATLAB Central AI Chat Playground to see the available options. It will provide examples on how to use the functionalities as well.

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回答（1 个）

Udit06
Udit06 2024-1-17
Hi @Riyadh,
Your tasks seems like a univariate timeseries forecasting. You can use ARIMA model or LSTM network to achieve your task.
ARIMA is a traditional statistical model used for timeseries forecasting that uses a linear approach to model the time series based on its own past values, while LSTM is a type of recurrent neural network (RNN) which captures the trends in a timeseries data like monthly rainfall over the years. Since LSTM is a deep learning based model, you need to have a large data so that the model is able to train well.
You can refer to the following documentations to understand more about ARIMA and LSTM respectively.
I hope this helps.

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