Budapest airport air quality long-term studies by remote sensing with DOAS and FTIR with focus upon runway emissionsair pollutionFTIRDOASaircraft emissionsairport emissionsAirport air quality is influenced by traffic mainly. Near runway the aircrafts are the main source. The quantification o...
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applied sciences Article Time-Series Prediction of Environmental Noise for Urban IoT Based on Long Short-Term Memory Recurrent Neural Network Xueqi Zhang 1,2 , Meng Zhao 1,2 and Rencai Dong 1,* 1 State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences...
In this study, an IoT-based noise monitoring system was deployed to acquire the environmental noise data, and a two-layer long short-term memory (LSTM) network was proposed for the prediction of environmental noise under the condition of large data volume. The optimal hyperparameters were ...