Using Machine Learning to Improve Vertical Profiles of Temperature and Moisture for Severe Weather Nowcasting
Author(s): Stock, J.
Status: Published
Year: 2021
Type of Publication: Thesis
Lead Author(s): x
| Date Time MST |
Temp °F |
RH % |
DewPt °F |
Wind mph |
Dir ° |
Gust mph |
Dir ° |
Press in Hg |
Solar W/m^2 |
Prec in |
|---|---|---|---|---|---|---|---|---|---|---|
| 2025-03-20 15:15 | 52.6 | 14.4 | 5.4 | 6.0 | 46 | 7.7 | 17 | 24.723 | 370.2 | 0.00 |
| 2025-03-20 15:10 | 52.0 | 14.7 | 5.4 | 6.5 | 12 | 8.5 | 12 | 24.726 | 230.3 | 0.00 |
| 2025-03-20 15:05 | 51.4 | 15.4 | 5.8 | 7.1 | 337 | 9.2 | 349 | 24.727 | 224.0 | 0.00 |
| 2025-03-20 15:00 | 51.0 | 15.1 | 5.2 | 7.2 | 330 | 8.9 | 331 | 24.729 | 161.2 | 0.00 |
| 2025-03-20 14:55 | 50.8 | 15.0 | 4.7 | 7.4 | 353 | 9.4 | 344 | 24.727 | 163.1 | 0.00 |
| 2025-03-20 14:50 | 50.6 | 14.9 | 4.5 | 8.8 | 0 | 10.2 | 347 | 24.730 | 161.1 | 0.00 |
| 2025-03-20 14:45 | 50.3 | 15.9 | 5.7 | 8.3 | 338 | 10.3 | 337 | 24.732 | 172.6 | 0.00 |
| 2025-03-20 14:40 | 50.0 | 15.6 | 5.0 | 7.9 | 351 | 9.8 | 324 | 24.733 | 178.6 | 0.00 |
| 2025-03-20 14:35 | 50.9 | 15.4 | 5.5 | 11.1 | 323 | 13.8 | 308 | 24.733 | 204.2 | 0.00 |
| 2025-03-20 14:30 | 51.9 | 14.8 | 5.4 | 10.2 | 315 | 13.3 | 330 | 24.734 | 371.8 | 0.00 |
| 2025-03-20 14:25 | 51.9 | 15.0 | 5.7 | 9.3 | 322 | 12.8 | 344 | 24.735 | 518.8 | 0.00 |
| 2025-03-20 14:20 | 52.0 | 15.1 | 5.9 | 10.7 | 341 | 14.8 | 346 | 24.736 | 624.6 | 0.00 |
| 2025-03-20 14:15 | 52.3 | 15.1 | 6.2 | 9.0 | 4 | 11.8 | 356 | 24.740 | 586.5 | 0.00 |
| 2025-03-20 14:10 | 51.5 | 15.4 | 5.9 | 5.2 | 5 | 7.9 | 359 | 24.745 | 542.1 | 0.00 |
| 2025-03-20 14:05 | 50.8 | 15.7 | 5.8 | 5.5 | 3 | 8.7 | 3 | 24.741 | 535.6 | 0.00 |
| 2025-03-20 14:00 | 50.5 | 15.5 | 5.3 | 6.6 | 5 | 9.1 | 4 | 24.743 | 652.2 | 0.00 |
| 2025-03-20 13:55 | 50.1 | 16.6 | 6.4 | 5.3 | 16 | 9.0 | 16 | 24.747 | 551.8 | 0.00 |
| 2025-03-20 13:50 | 50.2 | 15.9 | 5.6 | 3.4 | 62 | 6.5 | 39 | 24.748 | 537.9 | 0.00 |
| 2025-03-20 13:45 | 49.2 | 15.7 | 4.4 | 3.4 | 95 | 5.3 | 57 | 24.750 | 435.3 | 0.00 |
| 2025-03-20 13:40 | 48.8 | 17.2 | 6.2 | 4.4 | 47 | 7.2 | 89 | 24.753 | 329.1 | 0.00 |
| 2025-03-20 13:35 | 49.6 | 16.1 | 5.3 | 8.3 | 95 | 12.1 | 28 | 24.756 | 427.5 | 0.00 |
| 2025-03-20 13:30 | 50.4 | 18.7 | 9.3 | 5.5 | 52 | 9.1 | 58 | 24.762 | 883.0 | 0.00 |
| 2025-03-20 13:25 | 48.8 | 16.1 | 4.6 | 3.1 | 113 | 6.1 | 104 | 24.769 | 813.0 | 0.00 |
| 2025-03-20 13:20 | 47.2 | 18.2 | 6.1 | 4.2 | 123 | 6.8 | 130 | 24.768 | 384.0 | 0.00 |
| 2025-03-20 13:15 | 47.1 | 19.0 | 6.9 | 4.1 | 153 | 7.5 | 62 | 24.772 | 359.8 | 0.00 |
| 2025-03-20 13:10 | 48.4 | 19.7 | 8.8 | 6.9 | 69 | 9.6 | 34 | 24.770 | 418.6 | 0.00 |
| 2025-03-20 13:05 | 48.3 | 17.8 | 6.4 | 5.4 | 50 | 8.0 | 60 | 24.770 | 655.6 | 0.00 |
| 2025-03-20 13:00 | 48.3 | 17.9 | 6.6 | 5.0 | 59 | 8.8 | 78 | 24.772 | 707.2 | 0.00 |
| 2025-03-20 12:55 | 47.9 | 18.5 | 7.0 | 6.7 | 99 | 11.6 | 32 | 24.779 | 795.2 | 0.00 |
| 2025-03-20 12:50 | 47.3 | 19.8 | 8.0 | 6.9 | 44 | 12.0 | 25 | 24.780 | 640.0 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 2025-03-20 15:15 | 11.4 | 14.4 | -14.8 | 2.7 | 46 | 3.5 | 17 | 837.23 | 370.2 | 0.00 |
| 2025-03-20 15:10 | 11.1 | 14.7 | -14.8 | 2.9 | 12 | 3.8 | 12 | 837.33 | 230.3 | 0.00 |
| 2025-03-20 15:05 | 10.8 | 15.4 | -14.6 | 3.2 | 337 | 4.1 | 349 | 837.36 | 224.0 | 0.00 |
| 2025-03-20 15:00 | 10.6 | 15.1 | -14.9 | 3.2 | 330 | 4.0 | 331 | 837.40 | 161.2 | 0.00 |
| 2025-03-20 14:55 | 10.4 | 15.0 | -15.1 | 3.3 | 353 | 4.2 | 344 | 837.37 | 163.1 | 0.00 |
| 2025-03-20 14:50 | 10.4 | 14.9 | -15.3 | 3.9 | 0 | 4.6 | 347 | 837.45 | 161.1 | 0.00 |
| 2025-03-20 14:45 | 10.2 | 15.9 | -14.6 | 3.7 | 338 | 4.6 | 337 | 837.54 | 172.6 | 0.00 |
| 2025-03-20 14:40 | 10.0 | 15.6 | -15.0 | 3.5 | 351 | 4.4 | 324 | 837.54 | 178.6 | 0.00 |
| 2025-03-20 14:35 | 10.5 | 15.4 | -14.7 | 5.0 | 323 | 6.2 | 308 | 837.57 | 204.2 | 0.00 |
| 2025-03-20 14:30 | 11.1 | 14.8 | -14.8 | 4.5 | 315 | 6.0 | 330 | 837.58 | 371.8 | 0.00 |
| 2025-03-20 14:25 | 11.1 | 15.0 | -14.6 | 4.1 | 322 | 5.7 | 344 | 837.62 | 518.8 | 0.00 |
| 2025-03-20 14:20 | 11.1 | 15.1 | -14.5 | 4.8 | 341 | 6.6 | 346 | 837.64 | 624.6 | 0.00 |
| 2025-03-20 14:15 | 11.3 | 15.1 | -14.4 | 4.0 | 4 | 5.3 | 356 | 837.79 | 586.5 | 0.00 |
| 2025-03-20 14:10 | 10.8 | 15.4 | -14.5 | 2.3 | 5 | 3.5 | 359 | 837.96 | 542.1 | 0.00 |
| 2025-03-20 14:05 | 10.4 | 15.7 | -14.6 | 2.5 | 3 | 3.9 | 3 | 837.84 | 535.6 | 0.00 |
| 2025-03-20 14:00 | 10.3 | 15.5 | -14.8 | 3.0 | 5 | 4.1 | 4 | 837.91 | 652.2 | 0.00 |
| 2025-03-20 13:55 | 10.1 | 16.6 | -14.2 | 2.4 | 16 | 4.0 | 16 | 838.04 | 551.8 | 0.00 |
| 2025-03-20 13:50 | 10.1 | 15.9 | -14.7 | 1.5 | 62 | 2.9 | 39 | 838.05 | 537.9 | 0.00 |
| 2025-03-20 13:45 | 9.6 | 15.7 | -15.3 | 1.5 | 95 | 2.4 | 57 | 838.13 | 435.3 | 0.00 |
| 2025-03-20 13:40 | 9.3 | 17.2 | -14.3 | 2.0 | 47 | 3.2 | 89 | 838.23 | 329.1 | 0.00 |
| 2025-03-20 13:35 | 9.8 | 16.1 | -14.8 | 3.7 | 95 | 5.4 | 28 | 838.33 | 427.5 | 0.00 |
| 2025-03-20 13:30 | 10.2 | 18.7 | -12.6 | 2.5 | 52 | 4.1 | 58 | 838.53 | 883.0 | 0.00 |
| 2025-03-20 13:25 | 9.3 | 16.1 | -15.2 | 1.4 | 113 | 2.7 | 104 | 838.77 | 813.0 | 0.00 |
| 2025-03-20 13:20 | 8.5 | 18.2 | -14.4 | 1.9 | 123 | 3.0 | 130 | 838.75 | 384.0 | 0.00 |
| 2025-03-20 13:15 | 8.4 | 19.0 | -13.9 | 1.8 | 153 | 3.4 | 62 | 838.86 | 359.8 | 0.00 |
| 2025-03-20 13:10 | 9.1 | 19.7 | -12.9 | 3.1 | 69 | 4.3 | 34 | 838.82 | 418.6 | 0.00 |
| 2025-03-20 13:05 | 9.0 | 17.8 | -14.2 | 2.4 | 50 | 3.6 | 60 | 838.82 | 655.6 | 0.00 |
| 2025-03-20 13:00 | 9.1 | 17.9 | -14.1 | 2.2 | 59 | 3.9 | 78 | 838.89 | 707.2 | 0.00 |
| 2025-03-20 12:55 | 8.9 | 18.5 | -13.9 | 3.0 | 99 | 5.2 | 32 | 839.11 | 795.2 | 0.00 |
| 2025-03-20 12:50 | 8.5 | 19.8 | -13.4 | 3.1 | 44 | 5.4 | 25 | 839.15 | 640.0 | 0.00 |