Revolutionizing Marine Traffic Management: A Comprehensive Review of Machine Learning Applications in Complex Maritime Systems

I Durlik, T Miller, L Dorobczyński, P Kozlovska… - Applied Sciences, 2023 - mdpi.com
This review article explores the applications and impacts of Machine Learning (ML)
techniques in marine traffic management and prediction within complex maritime systems. It …

Reconfigurable origami-inspired window for tunable noise reduction and air ventilation

X Jin, H Fang, X Yu, J Xu, L Cheng - Building and Environment, 2023 - Elsevier
Conventional windows encounter significant challenges in simultaneously achieving noise
reduction and ventilation. Recent advent in origami technology offers new possibilities and …

Statistical pass-by for unattended road traffic noise measurement in an urban environment

E Ascari, M Cerchiai, L Fredianelli, G Licitra - Sensors, 2022 - mdpi.com
Low-noise surfaces have become a common mitigation action in the last decade, so much
so that different methods for feature extraction have been established to evaluate their …

CNOSSOS-EU coefficients for electric vehicle noise emission

L Gaetano, B Marco, M Ricardo, B Francesco, F Luca - Applied Acoustics, 2023 - Elsevier
Road traffic noise mapping is a fundamental step in the prevention and mitigation of citizens'
exposure to noise, which is the cause of well-known and widespread health issues. The …

A study on the impact of organizing environmental awareness and education on the performance of environmental governance in China

Y Niu, X Wang, C Lin - … Journal of Environmental Research and Public …, 2022 - mdpi.com
The advancement of technology and economic development has raised the standard of
living and at the same time brought a greater burden to the environment. Environmental …

Traffic noise reduction strategy in a large city and an analysis of its effect

HM Lee, W Luo, J Xie, HP Lee - Applied Sciences, 2022 - mdpi.com
A noise reduction strategy was proposed for Panyu District of Guangzhou City based on its
traffic noise map, which considered both road and railway traffic noise. Commercial software …

Definition of key performance indicators for noise monitoring networks

M Bolognese, S Carpita, L Fredianelli, G Licitra - Environments, 2023 - mdpi.com
The European Noise Directive fixed a well-defined schedule on a five-year basis for the
noise exposure evaluation of citizens. Noise monitoring is needed to validate noise maps of …

Urban noise exposure assessment based on principal component analysis of points of interest

H Wang, X Yan, J Chen, M Cai - Environmental Pollution, 2024 - Elsevier
Accurate qualitative and quantitative information on the characteristics of traffic noise
exposure in densely populated urban areas is an important prerequisite for reasonable …

Investigation of the effectiveness of time-frequency domain images and acoustic features in urban sound classification

T Özseven - Applied Acoustics, 2023 - Elsevier
Rapid urbanization and population growth worldwide seriously challenge building livable
and sustainable cities. This increase causes the increase and diversification of urban …

Accuracy improvement of vehicle recognition by using smart device sensors

TS Pias, D Eisenberg, J Fresneda Fernandez - Sensors, 2022 - mdpi.com
This paper explores the utilization of smart device sensors for the purpose of vehicle
recognition. Currently a ubiquitous aspect of people's lives, smart devices can conveniently …