Thanks for the input. I can try adding a new 0th layer or manipulating the first layer as you suggested. I would need the information from the other channels as they contain information from infra red band and help in understanding the landscape information.
Since I am a PyTorch novice, could you point me to an example where this is done? It would help me a great deal!
Thanks in advance.
Regards