Clarify WildFIRE-FM validity mask channels
Browse files
models/wildfire_fm/README.md
CHANGED
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@@ -31,14 +31,21 @@ zero-filled, with validity-mask channels carried in the input tensor.
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| 31 |
| Channels | Names | Source |
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| 0-9 | `t2m`, `d2m`, `u10`, `v10`, `cape`, `sp`, `blh`, `vis`, `prate`, `tp` | NOAA HRRR |
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| 34 |
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| 10 | `firewx_valid` |
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| 35 |
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| 11 | `static_valid` |
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| 12-15 | `fuel_fbfm40`, `canopy_cover`, `housing_density`, `population` | LANDFIRE, WRC housing density, LandScan |
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FIRMS detections are used to derive the occupancy target, not as an input
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channel. WFIGS and MTBS are supporting event-level resources and are not part of
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the pretrained occupancy input.
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For HRRR, `t2m` and `d2m` are 2 m fields in Kelvin; `u10` and `v10` are 10 m
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wind components in m/s. The `cape` channel is selected from the HRRR surface
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instantaneous group with `typeOfLevel=surface` and `stepType=instant`; it is not
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| 31 |
| Channels | Names | Source |
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| 32 |
|---:|---|---|
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| 33 |
| 0-9 | `t2m`, `d2m`, `u10`, `v10`, `cape`, `sp`, `blh`, `vis`, `prate`, `tp` | NOAA HRRR |
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| 34 |
+
| 10 | `firewx_valid` | Cache-level dynamic input presence mask; 1.0 everywhere in this release |
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| 35 |
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| 11 | `static_valid` | Fraction of static layers valid after reprojection |
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| 36 |
| 12-15 | `fuel_fbfm40`, `canopy_cover`, `housing_density`, `population` | LANDFIRE, WRC housing density, LandScan |
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| 37 |
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| 38 |
FIRMS detections are used to derive the occupancy target, not as an input
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channel. WFIGS and MTBS are supporting event-level resources and are not part of
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| 40 |
the pretrained occupancy input.
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| 42 |
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The two validity channels have different meanings. `firewx_valid` is a
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cache-level dynamic input presence mask; in the released California regional
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cache it is 1.0 everywhere and is not a per-variable HRRR missing-data mask.
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`static_valid` is the fraction of the four static layers that are valid after
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reprojection at each grid cell, so its possible values are 0.0, 0.25, 0.5, 0.75,
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and 1.0.
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For HRRR, `t2m` and `d2m` are 2 m fields in Kelvin; `u10` and `v10` are 10 m
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wind components in m/s. The `cape` channel is selected from the HRRR surface
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| 51 |
instantaneous group with `typeOfLevel=surface` and `stepType=instant`; it is not
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