Quantitative prediction method for regional air temperature change
The invention relates to the field of meteorology, in particular to a quantitative prediction method for regional temperature change, which comprises the following steps: for a to-be-predicted region,acquiring historical data of temperature in a predetermined time period; performing data noise reduc...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention relates to the field of meteorology, in particular to a quantitative prediction method for regional temperature change, which comprises the following steps: for a to-be-predicted region,acquiring historical data of temperature in a predetermined time period; performing data noise reduction and feature mining on the historical data by adopting variational mode decomposition to obtaincomponents of the historical data; for each component, establishing a differential autoregressive moving average model for prediction to obtain a prediction result of each component; and carrying outvariational mode decomposition reconstruction on the prediction result of each component to obtain a prediction result of the to-be-predicted area. According to the method, the data requirement can be reduced on the basis of simplifying the analysis process, and the prediction precision can be met.
本发明涉及气象学领域,尤其涉及区域气温变化的定量预测方法,包括:针对待预测区域,获取预定时间段内温度的历史数据;采用变分模态分解对历史数据进行数据降噪与特征挖掘,得到历史数据的分量;针对每个分量,建立差分自回归移动平均模型进行预测,得到各分量的预测结果 |
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