Analyzing area-wise air pollution level using machine learning for a better future

Analyzing area-wise air pollution level using machine learning for a better future

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Sihan, Sk. Atik Tajwar, Rabbani, Maisha, Agarwala, Manish, Maliha, Sanjida Alam
Awduron Eraill:	Islam, Md. Saiful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Environment Air pollution Pollutants Linear regression Facebook Prophet RNN LSTM ARIMA Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/15761

Eitemau Tebyg

Punishment not enough to reduce air pollution in Bangladesh
gan: Zaman, Sumaiya
Cyhoeddwyd: (2022)

Particulate matter pollution and its impact on human health
gan: Tasneem, Anika
Cyhoeddwyd: (2021)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
gan: Barua, Debalina
Cyhoeddwyd: (2023)

Air pollution monitoring system for smart city
gan: Khan, Md. Hasib Bin Hossain, et al.
Cyhoeddwyd: (2018)

Air pollution control engineering /
gan: De Nevers, Noel, 1932-
Cyhoeddwyd: (1995)

Air quality monitoring at an indoor location
gan: Tonmoy, Tahsin Abrar, et al.
Cyhoeddwyd: (2024)

Understanding environmental pollution : a primer /
gan: Hill, Marquita K. (Marquita Kaya)
Cyhoeddwyd: (2004)

Demand forecasting on supply chain using ML and NN
gan: Hridi, Naoshin Anzum, et al.
Cyhoeddwyd: (2023)

Indoor air quality : solutions and strategies /
gan: Hays, Steve M.
Cyhoeddwyd: (1995)

Environmental pollution : a survey emphasizing physical and chemical principles /
gan: Hodges, Laurent
Cyhoeddwyd: (1973)

Lead pollution in Dhaka city
gan: Rahman, Amina
Cyhoeddwyd: (2020)

A study of prevalence and antimicrobial resistance and pathogenic activity of bacteria in the air of certain areas of Dhaka city
gan: Ashraf, Anika, et al.
Cyhoeddwyd: (2022)

The science of environmental pollution /
gan: Spellman, Frank R.
Cyhoeddwyd: (1999)

The science of environmental pollution /
gan: Spellman, Frank R.
Cyhoeddwyd: (2010)

Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
gan: Tabassum, Tahia, et al.
Cyhoeddwyd: (2021)

Stock price prediction using time series data
gan: Mazed, Mashtura
Cyhoeddwyd: (2019)

Urban air quality management strategy in Asia : guidebook /
Cyhoeddwyd: (1997)

A study on coastal water pollution of Bangladesh in the Bay of Bengal
gan: Rahman, Mohammad Mizanur
Cyhoeddwyd: (2010)

Air pollution monitoring system based on air pollutant index(API) and geographic information system(GIS)
gan: Auvee, Md. Samiul Bashar
Cyhoeddwyd: (2019)

The COVID 19 implication on plastic pollution in Bangladesh
gan: Mostafa, Ayesha Tasnim
Cyhoeddwyd: (2022)

Dhaka Stock Market analysis with ARIMA-LSTM Hybrid Model
gan: Arnob, Raisul Islam, et al.
Cyhoeddwyd: (2020)

Market readiness and opportunities for air purifiers marketed by Singer Bangladesh Limited
gan: Rummat, Shadman Sakib
Cyhoeddwyd: (2022)

How to control costs in your pollution prevention program /
gan: Cichowicz, Judith A.
Cyhoeddwyd: (1997)

Social impact assessment of water pollution : a case study on Bangshi River, Savar
gan: Kabir, Muhammad Rezaul
Cyhoeddwyd: (2015)

Design a monitoring system to measure health hazards through route mapping using air and weather quality
gan: Sayem, Abu Shadad Mohammad, et al.
Cyhoeddwyd: (2024)

Air pollution monitoring system using unmanned aerial vehicle in Bangladesh
gan: Al-Farabi, Md., et al.
Cyhoeddwyd: (2020)

Industrial pollution prevention handbook /
Cyhoeddwyd: (1995)

পরিবেশের সংকট ঘনিয়ে আসছে /
gan: আল-মতী, আবদুল্লাহ

Water pollution and wastewater management in Bangladesh: membrane bioreactor (MBR) technology
gan: Rahman, Mubassir
Cyhoeddwyd: (2024)

Implementation of dynamic vehicular rerouting, vehicular safety and pollution reduction techniques using VANET
gan: Arnab, Sandipan Paul, et al.
Cyhoeddwyd: (2018)

Environment mapping and air purification system for vehicular and brick kiln emissions
gan: Rahman, Md. Mubassir, et al.
Cyhoeddwyd: (2020)

Laser-induced breakdown spectroscopy and its applications in mineral and pollution analyses
gan: Haider, A F M Yusuf, et al.
Cyhoeddwyd: (2017)

The new politics of pollution /
gan: Weale, Albert
Cyhoeddwyd: (1992)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
gan: Arafat, Sheikh Mohammad, et al.
Cyhoeddwyd: (2021)

Real time environmental parameter analysis using IOT based platform
gan: Redwan, Md. Azharduddin, et al.
Cyhoeddwyd: (2021)

Pollution : kuala Juru's battle for survival.
Cyhoeddwyd: (1976)

Debt-for-Climate Swaps : Analysis, Design, and Implementation /
gan: Chamon, Marcos
Cyhoeddwyd: (2022)

Ancient prophecy :
gan: Nissinen, Martti

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
gan: Alif, Omar Farhad, et al.
Cyhoeddwyd: (2023)

An IOT based home automation and chemical detector with real time data analysis
gan: Kumkum, Amina
Cyhoeddwyd: (2022)