I am still a bit confused on the historical features that we are allowed to use. Can you please clarify? I’ll try to ask as precisely as possible.
a) GROUND MEASURES including SNOTEL, CDEC "ONLY in PROVIDED CSVs"
b) MODIS Terra MOD10A1 and Aqua MYD10A1
c) Landsat 8 Collection 2 Level-2
d) Sentinel 2 Level-2A
e) Sentinel 1 GRD data
g) Copernicus DEM
a) Labels (actual cell SWE)
Suppose that today is “Feb 15,2022”
For train and inference:
Assumption1: We are not allowed to use output historical values prior to “Feb 15,2022”.
(No lag on target is allowed).
Assumption2: We are allowed to use inputs (from a-g) historical values prior to “Feb 15,2022”.
Assumption3: We are not allowed to use any inputs (from a-g) historical values prior to “Feb 15,2022” (only current date value is allowed).
Can you please let us know which assumption is correct and/or any modification needed for the assumptions?