Methods for urban Air Pollution measurement and forecasting: Challenges, opportunities, and solutions
E Mitreska Jovanovska, V Batz, P Lameski… - Atmosphere, 2023 - mdpi.com
In today's urban environments, accurately measuring and forecasting air pollution is crucial
for combating the effects of pollution. Machine learning (ML) is now a go-to method for …
for combating the effects of pollution. Machine learning (ML) is now a go-to method for …
Air pollution prediction with multi-modal data and deep neural networks
Air pollution is becoming a rising and serious environmental problem, especially in urban
areas affected by an increasing migration rate. The large availability of sensor data enables …
areas affected by an increasing migration rate. The large availability of sensor data enables …
Multi-horizon air pollution forecasting with deep neural networks
Air pollution is a global problem, especially in urban areas where the population density is
very high due to the diverse pollutant sources such as vehicles, industrial plants, buildings …
very high due to the diverse pollutant sources such as vehicles, industrial plants, buildings …
A complete air pollution monitoring and prediction framework
The issue of air pollution is increasingly prominent and represents a significant
environmental challenge, particularly in urban areas affected by rising migration rates. Air …
environmental challenge, particularly in urban areas affected by rising migration rates. Air …
Bayesian optimization-attention-feedforward neural network based train traction motor-gearbox coupled noise prediction
D Li, C Li, J Yang, Z Chen, X Liu, X Wang, J Yang, T Li - Measurement, 2024 - Elsevier
The coupled noise between the traction motor and gearbox is a significant source of train
noise, impacting passenger comfort and the surrounding environment. It also poses …
noise, impacting passenger comfort and the surrounding environment. It also poses …
Improving PM 2.5 Prediction Accuracy with a Hybrid EEMD-CNN-BiLSTM Approach
G Pandey, R Sharma, T Shikhola - 2024 11th International …, 2024 - ieeexplore.ieee.org
Due to its detrimental impact on both the environment and human health, air pollution is a
major global health concern. One of the main causes of Delhi's air pollution is particulate …
major global health concern. One of the main causes of Delhi's air pollution is particulate …