An XGBoost model reproduces convective cell frequency near cold fronts with high skill but underestimates counts at the surface front, depending most on CAPE and time of day.
Allen and Tomáš Púčik and Kimberly A
2 Pith papers cite this work, alongside 225 external citations. Polarity classification is still indexing.
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physics.ao-ph 2years
2026 2representative citing papers
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Modelling convective cell occurrence in proximity to cold fronts using extreme gradient boosting
An XGBoost model reproduces convective cell frequency near cold fronts with high skill but underestimates counts at the surface front, depending most on CAPE and time of day.
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