NN for Sequence of Sequences Prediction

What type of neural network would be best for trying to predict a 1D sequence in space that varies over time? I’m assuming some kind of RNN/LSTM, but I’m unsure how to structure the input for this task.

Basically, I hope to incorporate 1D space dependency as well as time dependency beyond just encoding the space as a feature in an LSTM.