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Assessment of Fine Particulate Matter for Port City of Eastern Peninsular India Using Gradient Boosting Machine Learning Model

An assessment and prediction of PM<sub>2.5</sub> for a port city of eastern peninsular India is presented. Fifteen machine learning (ML) regression models were trained, tested and implemented to predict the PM<sub>2.5</sub> concentration. The predicting ability of regression models was validated usi...

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Autori principali: Manoj Sharma, Naresh Kumar, Shallu Sharma, Vikas Jangra, Seema Mehandia, Sumit Kumar, Pawan Kumar
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2022-05-01
Serie:Atmosphere
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Accesso online:https://www.mdpi.com/2073-4433/13/5/743
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