Before revision:  We also  explore how deeper ANNs improve over shallower ones, as well as other properties of the network architecture.
After revision:  We also quantify the uncertainty of the model predictions in regions with few or no observations. We further explore how deeper ANNs improve over shallower ones, as well as other properties of the network architecture.