Add FireWx-FM input channel contract
Browse files
models/wildfire_fm/input_channels.json
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tensor_order": "[channel, y, x]",
|
| 3 |
+
"channel_order_matters": true,
|
| 4 |
+
"grid": {
|
| 5 |
+
"region": "California",
|
| 6 |
+
"crs": "EPSG:5070",
|
| 7 |
+
"resolution_m": 5000,
|
| 8 |
+
"target_lead_hours": 12
|
| 9 |
+
},
|
| 10 |
+
"notes": [
|
| 11 |
+
"FIRMS active-fire detections are used to derive the occupancy target, not as an input channel.",
|
| 12 |
+
"WFIGS and MTBS are supporting event-level resources and are not part of the pretrained occupancy input.",
|
| 13 |
+
"The regional cache contains zero firewx feature channels and one firewx_valid channel, so the released input has 16 channels total."
|
| 14 |
+
],
|
| 15 |
+
"channels": [
|
| 16 |
+
{
|
| 17 |
+
"index": 0,
|
| 18 |
+
"name": "t2m",
|
| 19 |
+
"source": "NOAA HRRR",
|
| 20 |
+
"role": "2 m temperature"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"index": 1,
|
| 24 |
+
"name": "d2m",
|
| 25 |
+
"source": "NOAA HRRR",
|
| 26 |
+
"role": "2 m dew point"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"index": 2,
|
| 30 |
+
"name": "u10",
|
| 31 |
+
"source": "NOAA HRRR",
|
| 32 |
+
"role": "10 m east-west wind component"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"index": 3,
|
| 36 |
+
"name": "v10",
|
| 37 |
+
"source": "NOAA HRRR",
|
| 38 |
+
"role": "10 m north-south wind component"
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"index": 4,
|
| 42 |
+
"name": "cape",
|
| 43 |
+
"source": "NOAA HRRR",
|
| 44 |
+
"role": "convective available potential energy"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"index": 5,
|
| 48 |
+
"name": "sp",
|
| 49 |
+
"source": "NOAA HRRR",
|
| 50 |
+
"role": "surface pressure"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"index": 6,
|
| 54 |
+
"name": "blh",
|
| 55 |
+
"source": "NOAA HRRR",
|
| 56 |
+
"role": "boundary-layer height"
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"index": 7,
|
| 60 |
+
"name": "vis",
|
| 61 |
+
"source": "NOAA HRRR",
|
| 62 |
+
"role": "visibility"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"index": 8,
|
| 66 |
+
"name": "prate",
|
| 67 |
+
"source": "NOAA HRRR",
|
| 68 |
+
"role": "precipitation rate"
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"index": 9,
|
| 72 |
+
"name": "tp",
|
| 73 |
+
"source": "NOAA HRRR",
|
| 74 |
+
"role": "accumulated precipitation"
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"index": 10,
|
| 78 |
+
"name": "firewx_valid",
|
| 79 |
+
"source": "cache validity channel",
|
| 80 |
+
"role": "dynamic/input validity mask for this regional cache"
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"index": 11,
|
| 84 |
+
"name": "static_valid",
|
| 85 |
+
"source": "static reprojection mask",
|
| 86 |
+
"role": "fraction of static layers valid at the grid cell"
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"index": 12,
|
| 90 |
+
"name": "fuel_fbfm40",
|
| 91 |
+
"source": "LANDFIRE FBFM40",
|
| 92 |
+
"role": "fire-behavior fuel model"
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"index": 13,
|
| 96 |
+
"name": "canopy_cover",
|
| 97 |
+
"source": "LANDFIRE CC",
|
| 98 |
+
"role": "canopy cover"
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"index": 14,
|
| 102 |
+
"name": "housing_density",
|
| 103 |
+
"source": "Wildfire Risk to Communities",
|
| 104 |
+
"role": "housing-unit density"
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"index": 15,
|
| 108 |
+
"name": "population",
|
| 109 |
+
"source": "LandScan Global 2024",
|
| 110 |
+
"role": "population exposure"
|
| 111 |
+
}
|
| 112 |
+
]
|
| 113 |
+
}
|