*3.4. Spatiotemporal LSTM (ST-LSTM)*

This implementation led to a spatiotemporal model, as information from the forecast site is used together with information from neighboring sites.

Figure 5a shows the architecture in detail and can be summarized as follows:


**Figure 5.** Architecture of—(**a**) spatiotemporal and (**b**) multivariate forecasting models.
