Md. Ahosan Habib
Noakhali Science and Technology University

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Publications

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Skills and Expertise

Prediction

Noakhali Science and Technology University

Department of Environmental Science
Chittagong, Bangladesh

Publications

Fig. 1. Trend analysis of PM 2.5 from 2019 to 2023.

Fig. 2. Trend analysis of PM 10 from 2019 to 2023.

Fig. 3. Trend analysis of AQI from 2019 to 2023.

Fig. 4. Trend analysis of CO from 2019 to 2023.

Fig. 5. Graphical representation of the forecasted value of three...

Dataset of air pollutants (PM2.5, PM10, CO) concentrations in the export processing area of Dhaka, Bangladesh

Article

Full-text available

Jun 2024

This study presents a valuable dataset on air quality in the densely populated Dhaka Export Processing Zone (DEPZ) of Bangladesh. It included a dataset of Particulate Matter (PM2.5, PM10) and CO concentrations with Air Quality Index (AQI) values. PM data was collected 24h, and CO data was collected 8h monthly from 2019 to 2023 using respirable dust...

Application of extreme learning machine (ELM) forecasting model on CO2 emission dataset of a natural gas-fired power plant in Dhaka, Bangladesh

Article

May 2024

Understanding and predicting CO2 emissions from individual power plants is crucial for developing effective mitigation strategies. This study analyzes and forecasts CO2 emissions from an engine-based natural gas-fired power plant in Dhaka Export Processing Zone (DEPZ), Bangladesh. This study also presents a rich dataset and ELM-based prediction mod...