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- W4382365813 abstract "é对PM2.5æµåº¦é¢æµä¸ä¼ ç»æºå¨å¦ä¹ ç®æ³æ æ³å¯¹æ°æ®å é¨éèç¹å¾è¿è¡æ·±å±æ¬¡ææï¼è深度å¦ä¹ ç®æ³å¨æ°æ®è¾å°æ åµä¸ææä¸ä½³çé®é¢ï¼ç»¼åèè深度å¦ä¹ ä¸éæºæ£®æçç¹ç¹ï¼æåºä¸ç§åºäºæ·±åº¦å¦ä¹ ä¸éæºæ£®æçPM2.5æµåº¦é¢æµç»å模åã模å以æ°æº¶è¶å å¦å度ï¼AODï¼é¥ææ°æ®ãæ°è±¡ååææ°æ®åPM2.5å°é¢è§æµæ°æ®æ建è®ç»æ°æ®éï¼éè¿æ·±åº¦å¦ä¹ æ¹æ³å¯¹è®ç»æ°æ®å é¨æ·±å±æ¬¡éå«ç¹å¾è¿è¡æåï¼å°æåå¾å°çéå«ç¹å¾ç¨äºéæºæ£®æ模åè®ç»ï¼å¹¶ä½¿ç¨éæºæ£®æåå½ç®æ³å¾å°PM2.5æµåº¦çé¢æµå¼ã为éªè¯æ¹æ³çæææ§ï¼ä»¥æ²³åçåºå2018å¹´â2019å¹´çPM2.5æµåº¦ä¼°ç®ä¸ºä¾ï¼å°åå§ç¹å¾ä¸å©ç¨CNNãLSTMåCNN_LSTMææåç¹å¾å ±åæ建çæ°ç¹å¾åå«éè¿éæºæ£®æåå½ãæ¯æåéåå½ä»¥åKè¿é»åå½ç3ç§ä¼ ç»æºå¨å¦ä¹ æ¹æ³è¿è¡è®ç»åé¢æµãå®éªç»æ表æï¼å¨è¾å°æ°æ®æ åµä¸PMCOM模åæ 论æ¯å¨æ´ä½é¢æµè¿æ¯å¨åå£èé¢æµåºæ¯ä¸åå ·æè¾å¥½çé¢æµç²¾åº¦ï¼å ¶ä¸ä»¥LSTM为ç¹å¾éæ©å¨ï¼RF为åå½å¨çç»å模åæ¯æ¬å®éªçæä¼æ¨¡åï¼å¨å³ä½¿åªæ35%çæ°æ®ä½ä¸ºè®ç»æ ·æ¬æ¶ï¼æ´ä½é¢æµå®éªä¸R2ä»å¯è¾¾0.89ï¼åå£èé¢æµå®éªä¸R2åå¨0.75以ä¸ã" @default.
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- W4382365813 date "2023-01-01" @default.
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- W4382365813 title "A PM<sub>2.5</sub> prediction model based on deep learning and random forest" @default.
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