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arXiv research

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2 results for “sub-hourly”
Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approachcs.LG

Machine learning improves sub-hourly precipitation data recovery.

problem Missing precipitation data at sub-hourly intervals.
method Two-step process: rain/non-rain classification and rain intensity prediction.
result Machine learning outperforms traditional methods in predicting missing precipitation data.
machine learningprecipitation datasub-hourlymissing dataweather stations
2020-03-30abs ↗pdf ↗