Xiaoli Luo
Biographic Data
| ID | 8000453 |
|---|---|
| NAME | Xiaoli Luo |
| GIVEN NAMES | Xiaoli |
| FAMILY NAME | Luo |
| SIGNATURE | LUO X |
| AFFILIATIONS | Climate Centre |
| ORCID | 0000-0002-5805-4429 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Ensemble seasonal forecasting of typhoon frequency over the western North Pacific using multiple machine learning algorithms
This study introduces an ensemble prediction methodology employing multiple machine learning algorithms for forecasting the frequency of typhoons (TYFs) over the western North Pacific (WNP) during June‒November. Potential predictors were initially identified based on the relationships between the year-by-year variation (DY) of the TYFs and preseason (March–May) environmental factors. These predictors were subsequently further refined, resulting i…
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Ensemble seasonal forecasting of typhoon frequency over the western North Pacific using multiple machine learning algorithms
This study introduces an ensemble prediction methodology employing multiple machine learning algorithms for forecasting the frequency of typhoons (TYFs) over the western North Pacific (WNP) during June‒November. Potential predictors were initially identified based on the relationships between the year-by-year variation (DY) of the TYFs and preseason (March–May) environmental factors. These predictors were subsequently further refined, resulting i…
Algorithm (1 work) · Artificial Intelligence (1 work) · Climate variability and models (1 work) · Climatology (1 work) · Computer Science (1 work) · Ensemble learning (1 work) · Environmental Science (1 work) · Geography (1 work) · Geology (1 work) · Machine learning (1 work)