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Since the NDVI dataset only has data at 16-day intervals, if the set start_date for data collection doesn't have data, there will be no values collected until the next period. For example:
Let's say NDVI data is available on Jan. 1, Jan. 17, Feb. 2, so on and so forth.
If feature generation start date is Jan. 2, Jan. 2-16 will have null values (since we don't collect for Jan. 1, and there's nothing to forward fill).
Proposed solutions
Force NDVI collection to start 16 days earlier to guarantee that data from start_date onwards will be filled
Include collection for missing data in NDVI preprocessing script
The text was updated successfully, but these errors were encountered:
Since the NDVI dataset only has data at 16-day intervals, if the set
start_date
for data collection doesn't have data, there will be no values collected until the next period. For example:Proposed solutions
The text was updated successfully, but these errors were encountered: