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May, 2023
利用海洋记忆效应预测中国南方冬季空气回旋指数长期趋势
Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects
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Chenhong Zhou, Xiaorui Zhang, Meng Gao, Shanshan Liu, Yike Guo...
TL;DR
本研究开发基于LSTM的模型来预测南方中国冬季ASI指数，发现海表温度异常得到的Niño指数与ASI呈负相关，证明多元输入可达到更好的预测性能。
Abstract
Stagnant weather condition is one of the major contributors to air
pollution
as it is favorable for the formation and accumulation of pollutants. To measure the atmosphere's ability to dilute air pollutants,
air stagnat
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