Hi,
I understand that you want to predict the response of Landsat beyond the available data range. To predict the response of Landsat beyond the available data range (2013 to 2022), you can utilize the time series forecasting methods.
Here are some methods to forecast the Landsat response beyond the currently available data range:
- ARIMA (AutoRegressive Integrated Moving Average): This method models the relationship between observations in a time series and can be used for predicting future values.
- SARIMA (Seasonal ARIMA): Useful for data with seasonal patterns, SARIMA extends ARIMA to handle seasonal components in the data.
You can find more information here: https://in.mathworks.com/help/econ/specify-regression-model-with-sarima-errors.html
- LSTM (Long Short-Term Memory) Neural Networks: A type of recurrent neural network (RNN) capable of learning patterns in sequential data like time series.
You can find more information here: https://in.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.lstmlayer.html
I hope this helps!
