MOGPR S1 - S2: Inconsistent time series on pixel level
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- Dominant language
- Jupyter Notebook
- Stars
- 30
- Forks
- 8
- PR merge metrics
- No merged PRs in 30d
Description
As reported by Patrick:
Within parcels there is wonderfully fused time series with a clear profile,
But within the same parcel we then get these odd profiles (2nd and 4th example below) where the fusion or fitting did not work well…
Reference job ID: j-240110934dc9433791466d5d668a0df1
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the inconsistent pixel-level time series using reference job j-240110934dc9433791466d5d668a0df1 and compare the four reported parcel profiles. Trace where the S1–S2 fusion or fitting diverges, then verify that the resulting time series are consistent within the parcel.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, machine-learning
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100