ResNet-LSTM for Real-Time PM_2.5 and PM₁₀ Estimation Using Sequential Smartphone Images

Attempts have been made to estimate PM_2.5 and PM₁₀ values from smartphone images, given that deploying highly accurate air pollution monitors throughout a city is a highly expensive undertaking. Departing from previous machine learning studies which primarily focus on pollutant...

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Ngā kaituhi matua:	Shiguang Song, Jacqueline C. K. Lam, Yang Han, Victor O. K. Li
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	IEEE 2020-01-01
Rangatū:	IEEE Access
Ngā marau:	Deep learning PM2.5 and PM₁₀ estimation ResNet-LSTM Met-ResNet-LSTM ResNet-LSTM-SP Met-ResNet-LSTM-SP
Urunga tuihono:	https://ieeexplore.ieee.org/document/9279204/
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!