Using Machine Learning to Improve Vertical Profiles of Temperature and Moisture for Severe Weather Nowcasting
Author(s): Stock, J.
Year: 2021
Type of Publication: Thesis
Lead Author(s): x
5310579
Cooperative Institute for Research in the Atmosphere CIRA
| Date Time MST |
Temp °F |
RH % |
DewPt °F |
Wind mph |
Dir ° |
Gust mph |
Dir ° |
Press in Hg |
Solar W/m^2 |
Prec in |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-14 23:00 | 52.6 | 29.7 | 21.8 | 29.4 | 298 | 42.0 | 294 | 24.528 | 0.0 | 0.00 |
| 2026-03-14 22:55 | 53.0 | 25.4 | 18.5 | 18.7 | 334 | 24.9 | 307 | 24.520 | 0.0 | 0.00 |
| 2026-03-14 22:50 | 52.4 | 23.2 | 15.9 | 16.6 | 318 | 27.0 | 269 | 24.515 | 0.0 | 0.00 |
| 2026-03-14 22:45 | 51.3 | 25.7 | 17.3 | 12.7 | 263 | 18.9 | 291 | 24.515 | 0.1 | 0.00 |
| 2026-03-14 22:40 | 50.1 | 31.1 | 20.7 | 4.3 | 314 | 6.4 | 248 | 24.517 | 0.0 | 0.00 |
| 2026-03-14 22:35 | 51.1 | 30.9 | 21.4 | 5.3 | 228 | 7.4 | 264 | 24.516 | 0.0 | 0.00 |
| 2026-03-14 22:30 | 51.7 | 30.6 | 21.7 | 6.9 | 237 | 10.6 | 248 | 24.519 | 0.0 | 0.00 |
| 2026-03-14 22:25 | 51.8 | 29.8 | 21.1 | 6.9 | 248 | 12.3 | 237 | 24.519 | 0.0 | 0.00 |
| 2026-03-14 22:20 | 51.4 | 32.1 | 22.6 | 6.9 | 270 | 11.1 | 305 | 24.525 | 0.0 | 0.00 |
| 2026-03-14 22:15 | 51.4 | 33.8 | 23.8 | 7.6 | 253 | 13.7 | 248 | 24.526 | 0.0 | 0.00 |
| 2026-03-14 22:10 | 50.9 | 36.6 | 25.3 | 7.6 | 235 | 11.5 | 260 | 24.525 | 0.0 | 0.00 |
| 2026-03-14 22:05 | 50.8 | 36.9 | 25.3 | 8.9 | 249 | 12.3 | 264 | 24.521 | 0.0 | 0.00 |
| 2026-03-14 22:00 | 50.3 | 37.9 | 25.6 | 9.8 | 254 | 16.7 | 264 | 24.522 | 0.0 | 0.00 |
| 2026-03-14 21:55 | 50.2 | 41.1 | 27.5 | 9.3 | 260 | 15.5 | 238 | 24.524 | 0.0 | 0.00 |
| 2026-03-14 21:50 | 50.4 | 41.7 | 28.0 | 9.4 | 265 | 12.5 | 252 | 24.527 | 0.0 | 0.00 |
| 2026-03-14 21:45 | 50.9 | 40.3 | 27.6 | 13.6 | 255 | 17.6 | 251 | 24.527 | 0.0 | 0.00 |
| 2026-03-14 21:40 | 51.3 | 39.3 | 27.4 | 12.5 | 243 | 17.3 | 234 | 24.526 | 0.0 | 0.00 |
| 2026-03-14 21:35 | 51.5 | 39.4 | 27.6 | 10.3 | 231 | 17.0 | 263 | 24.526 | 0.0 | 0.00 |
| 2026-03-14 21:30 | 52.2 | 35.4 | 25.7 | 16.2 | 264 | 22.1 | 264 | 24.522 | 0.0 | 0.00 |
| 2026-03-14 21:25 | 52.8 | 33.8 | 25.0 | 17.7 | 247 | 24.7 | 271 | 24.521 | 0.0 | 0.00 |
| 2026-03-14 21:20 | 53.0 | 32.6 | 24.4 | 19.1 | 286 | 28.0 | 248 | 24.522 | 0.0 | 0.00 |
| 2026-03-14 21:15 | 52.7 | 33.2 | 24.5 | 16.4 | 265 | 21.5 | 268 | 24.528 | 0.0 | 0.00 |
| 2026-03-14 21:10 | 52.2 | 33.8 | 24.5 | 16.9 | 269 | 24.1 | 265 | 24.527 | 0.0 | 0.00 |
| 2026-03-14 21:05 | 50.8 | 37.6 | 25.9 | 11.6 | 267 | 20.3 | 274 | 24.524 | 0.0 | 0.00 |
| 2026-03-14 21:00 | 50.3 | 42.2 | 28.2 | 8.1 | 265 | 10.2 | 272 | 24.525 | 0.0 | 0.00 |
| 2026-03-14 20:55 | 50.7 | 42.6 | 28.8 | 9.0 | 283 | 11.8 | 284 | 24.525 | 0.0 | 0.00 |
| 2026-03-14 20:50 | 50.9 | 41.9 | 28.6 | 10.1 | 275 | 14.5 | 280 | 24.527 | 0.0 | 0.00 |
| 2026-03-14 20:45 | 51.2 | 42.0 | 28.9 | 13.4 | 261 | 19.2 | 276 | 24.528 | 0.0 | 0.00 |
| 2026-03-14 20:40 | 51.3 | 41.5 | 28.7 | 14.8 | 280 | 19.6 | 274 | 24.526 | 0.0 | 0.00 |
| 2026-03-14 20:35 | 51.2 | 41.5 | 28.6 | 15.5 | 271 | 20.4 | 265 | 24.526 | 0.0 | 0.00 |
| Date Time MST |
Temp °C |
RH % |
DewPt °C |
Wind m/s |
Dir ° |
Gust m/s |
Dir ° |
Press hPa |
Solar W/m^2 |
Prec mm |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-14 23:00 | 11.4 | 29.7 | -5.7 | 13.2 | 298 | 18.8 | 294 | 830.62 | 0.0 | 0.00 |
| 2026-03-14 22:55 | 11.7 | 25.4 | -7.5 | 8.4 | 334 | 11.1 | 307 | 830.34 | 0.0 | 0.00 |
| 2026-03-14 22:50 | 11.4 | 23.2 | -8.9 | 7.4 | 318 | 12.1 | 269 | 830.17 | 0.0 | 0.00 |
| 2026-03-14 22:45 | 10.7 | 25.7 | -8.1 | 5.7 | 263 | 8.5 | 291 | 830.18 | 0.1 | 0.00 |
| 2026-03-14 22:40 | 10.0 | 31.1 | -6.3 | 1.9 | 314 | 2.9 | 248 | 830.23 | 0.0 | 0.00 |
| 2026-03-14 22:35 | 10.6 | 30.9 | -5.9 | 2.4 | 228 | 3.3 | 264 | 830.21 | 0.0 | 0.00 |
| 2026-03-14 22:30 | 10.9 | 30.6 | -5.7 | 3.1 | 237 | 4.7 | 248 | 830.31 | 0.0 | 0.00 |
| 2026-03-14 22:25 | 11.0 | 29.8 | -6.0 | 3.1 | 248 | 5.5 | 237 | 830.29 | 0.0 | 0.00 |
| 2026-03-14 22:20 | 10.8 | 32.1 | -5.2 | 3.1 | 270 | 5.0 | 305 | 830.52 | 0.0 | 0.00 |
| 2026-03-14 22:15 | 10.8 | 33.8 | -4.5 | 3.4 | 253 | 6.1 | 248 | 830.54 | 0.0 | 0.00 |
| 2026-03-14 22:10 | 10.5 | 36.6 | -3.7 | 3.4 | 235 | 5.1 | 260 | 830.50 | 0.0 | 0.00 |
| 2026-03-14 22:05 | 10.4 | 36.9 | -3.7 | 4.0 | 249 | 5.5 | 264 | 830.38 | 0.0 | 0.00 |
| 2026-03-14 22:00 | 10.2 | 37.9 | -3.5 | 4.4 | 254 | 7.4 | 264 | 830.40 | 0.0 | 0.00 |
| 2026-03-14 21:55 | 10.1 | 41.1 | -2.5 | 4.1 | 260 | 6.9 | 238 | 830.49 | 0.0 | 0.00 |
| 2026-03-14 21:50 | 10.2 | 41.7 | -2.2 | 4.2 | 265 | 5.6 | 252 | 830.58 | 0.0 | 0.00 |
| 2026-03-14 21:45 | 10.5 | 40.3 | -2.5 | 6.1 | 255 | 7.9 | 251 | 830.59 | 0.0 | 0.00 |
| 2026-03-14 21:40 | 10.7 | 39.3 | -2.5 | 5.6 | 243 | 7.7 | 234 | 830.56 | 0.0 | 0.00 |
| 2026-03-14 21:35 | 10.9 | 39.4 | -2.4 | 4.6 | 231 | 7.6 | 263 | 830.53 | 0.0 | 0.00 |
| 2026-03-14 21:30 | 11.2 | 35.4 | -3.5 | 7.2 | 264 | 9.9 | 264 | 830.43 | 0.0 | 0.00 |
| 2026-03-14 21:25 | 11.5 | 33.8 | -3.9 | 7.9 | 247 | 11.0 | 271 | 830.39 | 0.0 | 0.00 |
| 2026-03-14 21:20 | 11.7 | 32.6 | -4.2 | 8.6 | 286 | 12.5 | 248 | 830.41 | 0.0 | 0.00 |
| 2026-03-14 21:15 | 11.5 | 33.2 | -4.1 | 7.3 | 265 | 9.6 | 268 | 830.63 | 0.0 | 0.00 |
| 2026-03-14 21:10 | 11.2 | 33.8 | -4.2 | 7.6 | 269 | 10.8 | 265 | 830.59 | 0.0 | 0.00 |
| 2026-03-14 21:05 | 10.5 | 37.6 | -3.4 | 5.2 | 267 | 9.1 | 274 | 830.48 | 0.0 | 0.00 |
| 2026-03-14 21:00 | 10.2 | 42.2 | -2.1 | 3.6 | 265 | 4.5 | 272 | 830.52 | 0.0 | 0.00 |
| 2026-03-14 20:55 | 10.4 | 42.6 | -1.8 | 4.0 | 283 | 5.3 | 284 | 830.52 | 0.0 | 0.00 |
| 2026-03-14 20:50 | 10.5 | 41.9 | -1.9 | 4.5 | 275 | 6.5 | 280 | 830.58 | 0.0 | 0.00 |
| 2026-03-14 20:45 | 10.7 | 42.0 | -1.7 | 6.0 | 261 | 8.6 | 276 | 830.63 | 0.0 | 0.00 |
| 2026-03-14 20:40 | 10.7 | 41.5 | -1.8 | 6.6 | 280 | 8.7 | 274 | 830.56 | 0.0 | 0.00 |
| 2026-03-14 20:35 | 10.7 | 41.5 | -1.9 | 6.9 | 271 | 9.1 | 265 | 830.55 | 0.0 | 0.00 |
