Research Article
A Quality Control Method Based on an Improved Random Forest Algorithm for Surface Air Temperature Observations
Table 2
The detection rate under optimal QC parameters for CD, GZ, LZ, MY, NJ, and TY at 02:00, 08:00, 14:00, and 20:00.
| | | 02:00 | 08:00 | 14:00 | 20:00 | | ARF | IDW | SRT | ARF | IDW | SRT | ARF | IDW | SRT | ARF | IDW | SRT |
| | CD | 83% | 72% | 74% | 82% | 80% | 80% | 90% | 80% | 80% | 90% | 78% | 80% | | GZ | 90% | 80% | 90% | 90% | 80% | 90% | 90% | 80% | 90% | 90% | 80% | 90% | | LZ | 90% | 71% | 74% | 86% | 80% | 80% | 90% | 75% | 76% | 90% | 80% | 80% | | MY | 90% | 80% | 90% | 90% | 85% | 90% | 92% | 90% | 90% | 83% | 71% | 85% | | NJ | 90% | 80% | 86% | 90% | 82% | 85% | 90% | 80% | 90% | 90% | 86% | 88% | | TY | 90% | 90% | 90% | 90% | 90% | 90% | 90% | 87% | 80% | 82% | 80% | 80% |
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