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Browse files- harness/DATASET_SPEC.md +7 -8
harness/DATASET_SPEC.md
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@@ -15,8 +15,8 @@ Status: ✅ stored · 🔧 gap being fixed · ⏳ planned stage
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| field | needed by | status |
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| reflectance r,g,b,nir08 (160², float32, 30 m) | all | ✅ |
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| exact acquisition datetime (day, not month) | codec time encoding (1) |
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| platform + cloud % + nodata fraction | QC, CLOUD mask tokens (1) |
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| SLC-off screening | all | ✅ (platform preference + ≤5% nodata) |
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| spot tag, lat/lon, domain | stratification | ✅ manifest |
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@@ -24,13 +24,13 @@ Status: ✅ stored · 🔧 gap being fixed · ⏳ planned stage
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| field | needed by | status |
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| prompt point + mask (256²) | 2 | ✅ |
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| **all three SAM scales + chosen flag** | granularity edges (2) |
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| per-scale QC (solidity/fragment gates at s2) | 2 |
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| cloud/brightness QC flag | 1,2 | ✅ (gates from the QC audit) |
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| track id (Hungarian, cross-pass) | 1,2,4 | ✅ |
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| consensus mask per track | 1,2,4 | ✅ |
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| containment parent (laminar) | 2 |
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| SAM 3.1 concept + score (multiple allowed) | 3,5 |
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| codec entry (EFD coefs + pose + z-scored fills + clock) | 1 | ✅ derivable; stored precomputed per shard |
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## Label QC protocol (before trusting SAM 3.1 at scale)
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@@ -53,8 +53,7 @@ Status: ✅ stored · 🔧 gap being fixed · ⏳ planned stage
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- Task 1: sufficient once exact dates land (irregular Δt is the whole point).
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- Task 2: needs the tri-scale harvest round — single biggest gap.
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- Task 3: event bracketing is implicit in 40-year annual series for slow events;
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fast events
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(monthly around known event dates) — add per-spot `event_window` to manifest.
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- Task 4/5: sufficient.
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## SAM 3.1 labeller smoke test (2026-10-12, g6e.8xlarge, 30 m Landsat)
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| 15 |
| field | needed by | status |
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| 16 |
|---|---|---|
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| 17 |
| reflectance r,g,b,nir08 (160², float32, 30 m) | all | ✅ |
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| exact acquisition datetime (day, not month) | codec time encoding (1) | ✅ YYYY-MM-DD + sidecar (v3) |
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| platform + cloud % + nodata fraction | QC, CLOUD mask tokens (1) | ✅ sidecar JSON per scene |
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| 20 |
| SLC-off screening | all | ✅ (platform preference + ≤5% nodata) |
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| 21 |
| spot tag, lat/lon, domain | stratification | ✅ manifest |
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| 22 |
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| 24 |
| field | needed by | status |
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| 25 |
|---|---|---|
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| 26 |
| prompt point + mask (256²) | 2 | ✅ |
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| 27 |
+
| **all three SAM scales + chosen flag** | granularity edges (2) | ✅ harvest2 (per-scale QC; s2 pass ~10%) |
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| 28 |
+
| per-scale QC (solidity/fragment gates at s2) | 2 | ✅ |
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| 29 |
| cloud/brightness QC flag | 1,2 | ✅ (gates from the QC audit) |
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| 30 |
| track id (Hungarian, cross-pass) | 1,2,4 | ✅ |
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| 31 |
| consensus mask per track | 1,2,4 | ✅ |
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| 32 |
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| containment parent (laminar) | 2 | ✅ (within-pass, chosen scale) |
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| 33 |
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| SAM 3.1 concept + score (multiple allowed) | 3,5 | ✅ labels/labels_<tag>.npz (INFERRED; snow lat/season gate) |
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| codec entry (EFD coefs + pose + z-scored fills + clock) | 1 | ✅ derivable; stored precomputed per shard |
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## Label QC protocol (before trusting SAM 3.1 at scale)
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| 53 |
- Task 1: sufficient once exact dates land (irregular Δt is the whole point).
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| 54 |
- Task 2: needs the tri-scale harvest round — single biggest gap.
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| 55 |
- Task 3: event bracketing is implicit in 40-year annual series for slow events;
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fast events: DONE — 7 event_windows in manifest, 73 monthly scenes, 6 _ev shards.
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- Task 4/5: sufficient.
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## SAM 3.1 labeller smoke test (2026-10-12, g6e.8xlarge, 30 m Landsat)
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