Conference proceedings

Displaying 1 - 3 of 3 in Environmental data analysis and modelling (remove filter), network (remove filter)

CEST Proceedings are published under the ISSN 2944-9820.

Artificial Neural Network (ANNs) for predicting petroleum hydrocarbons from heavy metals contaminated soils around fuel stations

(Corresponding) Bonelli M., Manni A., Saviano G.

Topic:

Environmental data analysis and modelling

Petrol stations are classified as a dangerous source of pollution for the human population due to the toxicity of emissions from evaporated vehicle fuels and fuel spillages. The contaminants released in the environment are mainly complex mixtures of petroleum hydrocarbon compounds (PHCs) and heavy...Read more

Keywords:

Artificial Neural Network predictions, heavy metals, field portable XRF, petroleum hydrocarbon compounds

DOI:

https://doi.org/10.30955/gnc2021.00347

Conference:

CEST2021

Paper ID:

cest2021_00347

Comparison of regression model and artificial neural network model in noise prediction in a mixed area of Dhaka City

(Corresponding) Chowdhury V., Zarif S., Tofa T., Laskar M.

Topic:

Environmental data analysis and modelling

The equivalent noise levels regularly exceed acceptable limits within Dhaka city, the capital of Bangladesh, especially in the mixed urban areas (where trips are generated to serve commercial, residential, and industrial demands). The study aims to assess the noise level in mixed urban areas, build...Read more

Keywords:

Noise pollution, Equivalent noise level, Prediction model, Regression, Artificial Neural Network.

DOI:

https://doi.org/10.30955/gnc2021.00482

Conference:

CEST2021

Paper ID:

cest2021_00482

Understanding the EU ETS Market Structure Using Transactions of Core Participants

(Corresponding) Dimos S., Evangelatou E., Fotakis D., Mantis A., Mathioudaki A.

Topic:

Environmental data analysis and modelling

European Union Emission Trading System (EU ETS) is a key instrument of EU’s climate policy and the largest international cap-and-trade system. Every allowance transaction is recorded in an electronic registry, called European Union Transaction Log (EUTL). Utilizing the vast amount of EUTL data, we...Read more

Keywords:

Emission Trading System, cap-and-trade, ETS transaction network, core-periphery structure, forecasting

DOI:

https://doi.org/10.30955/gnc2021.00522

Conference:

CEST2021

Paper ID:

cest2021_00522