A critical review of some traffic noise prediction models

C Steele - Applied acoustics, 2001 - Elsevier
Traffic noise prediction models in the 1950s and 1960s were designed to predict a single
vehicle sound pressure level L p at the roadside. These models were based on constant …

Vehicular traffic noise modeling using artificial neural network approach

P Kumar, SP Nigam, N Kumar - Transportation Research Part C: Emerging …, 2014 - Elsevier
In India, the transportation sector is growing rapidly and the number of vehicles on Indian
roads is increasing at a very fast rate leading to overcrowded roads and noise pollution. The …

Deep learning and gradient boosting for urban environmental noise monitoring in smart cities

J Renaud, R Karam, M Salomon, R Couturier - Expert Systems with …, 2023 - Elsevier
Every day the innovative IoT technology is expanding further and further in our environment,
with applications deployed in various contexts including cities. Communities can indeed …

Comparison of classical statistical methods and artificial neural network in traffic noise prediction

V Nedic, D Despotovic, S Cvetanovic… - Environmental Impact …, 2014 - Elsevier
Traffic is the main source of noise in urban environments and significantly affects human
mental and physical health and labor productivity. Therefore it is very important to model the …

Development of an adaptive neuro fuzzy inference system based vehicular traffic noise prediction model

D Singh, R Upadhyay, HS Pannu, D Leray - Journal of Ambient …, 2021 - Springer
Noise pollution has been a global concern among the scientific community as it can cause
long term and short-term adverse effects on human health. Vehicular traffic is one of the …

Modelling road traffic Noise under heterogeneous traffic conditions using the graph-theoretic approach

TA Gilani, MS Mir - Environmental Science and Pollution Research, 2021 - Springer
A traffic noise system involves several subsystems like road traffic subsystem, human
subsystem, environment subsystem, traffic network subsystem, and urban prosperity …

A basic neural traffic noise prediction model for Tehran's roads

S Givargis, H Karimi - Journal of Environmental Management, 2010 - Elsevier
We present an artificial neural network model to predict hourly A-weighted equivalent sound
pressure levels (LAeq, 1h) for roads in Tehran at distances less than 4 m from the nearside …

[HTML][HTML] El ruido vehicular urbano: problemática agobiante de los países en vías de desarrollo

A Ramírez González… - Revista de la Academia …, 2011 - scielo.org.co
El ruido vehicular se ha constituido en una problemática ambiental creciente que se
expresa mayormente en las ciudades modernas y al cual se le ha prestado poca atención …

Comparison of land use regression and random forests models on estimating noise levels in five Canadian cities

Y Liu, S Goudreau, T Oiamo, D Rainham… - Environmental …, 2020 - Elsevier
Chronic exposure to environment noise is associated with sleep disturbance and
cardiovascular diseases. Assessment of population exposed to environmental noise is …