Abstract
This study addresses the pressing challenge of inefficient waste management practices within the Rajshahi City Corporation (RCC), Bangladesh. Despite rapid urbanization and escalating waste generation rates, RCC struggles with diverse waste disposal practices, limited supervision, irregular waste collection schedules, and inadequate disposal infrastructure. In this context, this study examines the possible improvements that could be made by combining the Internet of Things (IoT), artificial intelligence (AI), and Android application to improve waste management methods in the RCC. The study’s foundation is a vast amount of information gathered from residents, with particular attention paid to waste disposal methods, the role of the local government, the frequency of waste collection, and public attitudes toward waste management. The results point to a complicated waste management environment with a range of waste disposal practices, little supervision, irregular waste collection, and insufficient disposal methods. The importance of RCC in waste management is emphasized, highlighting the need for proactive measures including effective monitoring, constant waste collection, and routine drain cleaning. Additionally, it is suggested that combining IoT, AI, and Android technology is a possible way to improve waste management procedures. These technologies have the potential to increase productivity, lessen their negative effects on the environment, and produce cleaner, more sustainable urban environments.
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References
Aazam M, St-Hilaire M, Lung CH, Lambadaris I (2016) Cloud-based smart waste management for smart cities. In 2016 IEEE 21st international workshop on computer aided modelling and design of communication links and networks (CAMAD) (pp. 188–193). IEEE
Abedin MA, Jahiruddin M (2015) Waste generation and management in Bangladesh: an overview. Asian J Med Biol Res 1:114–120
Abubakar IR, Maniruzzaman KM, Dano UL, AlShihri FS, AlShammari MS, Ahmed SMS, ... Alrawaf TI (2022) Environmental sustainability impacts of solid waste management practices in the global South. Int J Environ Res Public Health 19(19):12717
Ahmed F, Hasan S, Rana MS, Sharmin N (2023) A conceptual framework for zero waste management in Bangladesh. Int J Environ Sci Technol 20(2):1887–1904
Ahsan A, Alamgir M, El-Sergany MM, Shams S, Rowshon MK, Daud NN (2014) Assessment of municipal solid waste management system in a developing country. Chin J Eng 2014(1–11):561935
Alam O, Qiao X (2020) An in-depth review on municipal solid waste management, treatment and disposal in Bangladesh. Sustain Cities Soc 52:101775
Alam MZ, Islam MS, Islam MR (2013) Medical waste management: a case study on RCC in Bangladesh. J Environ Sci Nat Resour 6(1):173–178
Alamgir M, McDonald C, Roehl KE, Ahsan A (2005) Integrated management and safe disposal of municipal solid waste in least developed Asian countries. Final Report of ‘Waste Safe’, a feasibility project under the Asia Pro Eco Programme of the EC, Department of Civil Engineering, Khulna University of Engineering and Technology, Bangladesh
Al-Masri E, Diabate I, Jain R, Lam MH, Nathala SR (2018) Recycle. IO: an IoT-enabled framework for urban waste management. In 2018 IEEE international conference on big data (big data) (pp. 5285–5287). IEEE
Andrew C, Goldsmith M (1998) From local government to local governance—and beyond? Int Polit Sci Rev 19(2):101–117
Bari QH, Hassan KM, Haque ME (2012) Solid waste recycling in RCC city of Bangladesh. Waste Manage 32(11):2029–2036
Benito B, Guillamón MD, Martínez-Córdoba PJ, Ríos AM (2021) Influence of selected aspects of local governance on the efficiency of waste collection and street cleaning services. Waste Manage 126:800–809
Bhuiyan AB, Ali MJ, Zulkifli N, Kumarasamy MM (2020) Industry 4.0: challenges, opportunities, and strategic solutions for Bangladesh. Int J Bus Manag Future 4(2):41–56
Chandler JA (2001) Local government today. Manchester University Press
Das P, Islam MS, Huda N (2019) Feasibility analysis of municipal solid waste (MSW) for energy production in RCC. In AIP Conference Proceedings (Vol. 2121, No. 1). AIP Publishing
Domingo SN, Manejar AJA (2021) An analysis of regulatory policies on solid waste management in the Philippines: ways forward (No. 2021–02). PIDS Discussion Paper Series
Faridatul MI, Niloy NR, Reza MS (2015) Promote sustainable and healthy environment of RCC through effective management of solid waste. Proc Int Conf Mech Ind Mater Eng 2015:11–13
Habib MA, Ahmed MM, Aziz M, Beg MRA, Hoque ME (2021) Municipal solid waste management and waste-to-energy potential from RCC in Bangladesh. Appl Sci 11(9):3744
Haldar K, Chakraborty D (2011) Conventional approach of planning drainage system for an urban area: a study on RCC City. Bangladesh. VDM Verlag Dr, Müller, Saarbrücken, Germany
Halder PK, Paul N, Hoque ME, Hoque AM, Parvez MS, Rahman MH, Ali M (2014) Municipal solid waste and its management in RCC City, Bangladesh: a source of energy. Int J Renew Energy Res 4(1):168–175
Hoornweg D, Bhada-Tata P (2012) What a waste: a global review of solid waste management. World Bank
Hossain I, Haque AM, Ullah SA (2023) Assessment of domestic water usage and wastage in urban Bangladesh: a study of RCC. J Indones Sustain Dev Plan 4(2):109–121
Imran TI, Islam MT (2015) Case study on the solid waste management of RCC City, an idea to it’s recycling & probable measures for its management. In 4th International Conference on Solid Waste Management in the Developing Countries15–17February
Imteaj A, Chowdhury M, Mahamud MA (2015) Dissipation of waste using dynamic perception and alarming system: a smart city application. In 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) (pp. 1–5). IEEE
Iorhemen OT, Alfa MI, Onoja SB (2016) The review of municipal solid waste management in Nigeria: the current trends. Adv Environ Res 5(4):237–249
Ishaq A, Mohammad SJ, Bello AAD, Wada SA, Adebayo A, Jagun ZT (2023) Smart waste bin monitoring using IoT for sustainable biomedical waste management. Environ Sci Pollut Res 1–16
Jabeen F, Adrees M, Ibrahim M, Waqas M, Mahmood A, Noreen U, Aslam A (2023) Characterization for optimizing the integrated management of solid waste for energy recovery and circular economy. Environ Sci Pollut Res 1–12
Kumar SV, Sriram E (2023) Innovative waste management solutions for smart cities using IoT & NodeMCU. In 2023 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI) (pp. 1–5). IEEE
Kumar NS, Vuayalakshmi B, Prarthana RJ, Shankar A (2016) IoT based smart garbage alert system using Arduino UNO. In 2016 IEEE region 10 conference (TENCON) (pp. 1028–1034). IEEE
Kumar SV, Kumaran TS, Kumar AK, Mathapati M (2017) Smart garbage monitoring and clearance system using Internet of Things. In 2017 IEEE international conference on smart technologies and management for computing, communication, controls, energy and materials (ICSTM) (pp. 184–189). IEEE
Malapur BS, Pattanshetti VR (2017) IoT based waste management: an application to smart city, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS), Chennai, 2017, pp. 2476–2486.
Malhotra P, Singh Y, Anand P, Bangotra DK, Singh PK, Hong WC (2021) Internet of things: evolution, concerns and security challenges. Sensors 21(5):1809
Matter A, Dietschi M, Zurbrügg C (2013) Improving the informal recycling sector through segregation of waste in the household–the case of Dhaka Bangladesh. Habitat Int 38:150–156
Mdukaza S, Isong B, Dladlu N, Abu-Mahfouz AM (2018) Analysis of IoT-enabled solutions in smart waste management. In IECON 2018–44th annual conference of the IEEE industrial electronics society (pp. 4639–4644). IEEE
Mookkaiah SS, Thangavelu G, Hebbar R, Haldar N, Singh H (2022) Design and development of smart Internet of things–based solid waste management system using computer vision. Environ Sci Pollut Res 29(43):64871–64885
Mori H, Kundaliya J, Naik K, Shah M (2022) IoT technologies in smart environment: security issues and future enhancements. Environ Sci Pollut Res 29(32):47969–47987
Nanda S, Berruti F (2021a) Municipal solid waste management and landfilling technologies: a review. Environ Chem Lett 19:1433–1456
Nanda S, Berruti F (2021b) Municipal solid waste management and landfilling technologies: a review. Environ Chem Lett 19(2):1433–1456
Nirde K, Mulay PS, Chaskar UM (2017) IoT based solid waste management system for smart city. In 2017 International Conference on Intelligent Computing and Control Systems (ICICCS) (pp. 666–669). IEEE
Othman SN, Noor ZZ, Abba AH, Yusuf RO, Hassan MAA (2013) Review on life cycle assessment of integrated solid waste management in some Asian countries. J Clean Prod 41:251–262
Poddar H, Paul R, Mukherjee S, Bhattacharyya B (2017) Design of smart bin for smarter cities. In 2017 Innovations in Power and Advanced Computing Technologies (i-PACT) (pp. 1–6). IEEE
Qureshi KN, Khan A, Jamil SUU, Sharma B, Jeon G (2023) Internet of Things enables smart solid waste bin management system for a sustainable environment. Environ Sci Pollut Res 30(60):125188–125196
Rahman MM, Alam K (2021) Clean energy, population density, urbanization and environmental pollution nexus: evidence from Bangladesh. Renew Energy 172:1063–1072
Rahman MM, Jakia T (2015) Solid waste management of RCC City in Bangladesh and its impacts on human health and environment
Rane N (2023) Integrating leading-edge artificial intelligence (AI), Internet of Things (IoT), and big data technologies for smart and sustainable architecture, engineering and construction (AEC) industry: challenges and future directions. Engineering and Construction (AEC) Industry: Challenges and Future Directions (September 24, 2023)
Rousta K, Zisen L, Hellwig C (2020) Household waste sorting participation in developing countries—a meta-analysis. Recycling 5(1):6
Roy S, Sowgat T, Ahmed MU, Islam ST, Anjum N, Mondal J, Rahman MM (2018) Bangladesh: national urban policies and city profiles for Dhaka and Khulna. GCRF Centre for Sustainable, Healthy and Learning Cities and Neighborhood (SHLC)
Salehi-Amiri A, Akbapour N, Hajiaghaei-Keshteli M, Gajpal Y, Jabbarzadeh A (2022) Designing an effective two-stage, sustainable, and IoT based waste management system. Renew Sustain Energy Rev 157:112031
Seadon JK (2010) Sustainable waste management systems. J Clean Prod 18(16–17):1639–1651
Shandas V, Messer WB (2008) Fostering green communities through civic engagement: community-based environmental stewardship in the Portland area. J Am Plann Assoc 74(4):408–418
Sharma HB, Vanapalli KR, Cheela VS, Ranjan VP, Jaglan AK, Dubey B, ... Bhattacharya J (2020) Challenges, opportunities, and innovations for effective solid waste management during and post COVID-19 pandemic. Resour Conserv Recycl 162:105052
Sohag MU, Podder AK (2020) Smart garbage management system for a sustainable urban life: an IoT based application. Internet Things 11:100255
Thompson PG (2023) Armed groups: the twenty-first-century threat. Rowman & Littlefield
Titumir RAM (2021) Education in Bangladesh. Numbers and narratives in Bangladesh’s economic development 131–158
Ullah M, Hossain M, Shahiduzaman M, Islam M, Islam M, Choudhary M (2013) A study on some aspects of drainage system in RCC city. Bangladesh Sci J Environ Sci 2(6):118–124
United Nations Population Division (2021) Global population growth and sustainable development (United Nations, New York, NY, 2021)
Wijaya AS, Zainuddin Z, Niswar M (2017) Design a smart waste bin for smart waste management. In 2017 5th International Conference on Instrumentation, Control, and Automation (ICA) (pp. 62–66). IEEE
Wright NS, Reames TG (2020) Unraveling the links between organizational factors and perceptions of community sustainability performance: an empirical investigation of community-based nongovernmental organizations. Sustainability 12(12):4986
Yatoo AM, Hamid B, Sheikh TA, Ali S, Bhat SA, Ramola S, ... Kumar S (2024) Global perspective of municipal solid waste and landfill leachate: generation, composition, eco-toxicity, and sustainable management strategies. Environ Sci Pollut Res 1–30
Yousuf TB (2005) Sustainability and replication of community-based composting-a case study of Bangladesh. PhD Thesis, Loughborough University, UK
Zahur MI, Rahman MS, Akther A, Alam KM (2019) An IoT based green waste management system for Bangladesh. In 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) (pp. 1–6). IEEE.
Zohoori M, Ghani A (2017) Municipal solid waste management challenges and problems for cities in low-income and developing countries. Int J Sci Eng Appl 6(2):39–48
Acknowledgements
We extend our sincere gratitude to the dedicated reviewers who have contributed their time, expertise, and valuable insights to the review process. Your thoughtful feedback and constructive comments have been instrumental in shaping and improving the quality of this work. We deeply appreciate your commitment to academic excellence and your invaluable contributions to our project.
Funding
The research was funded by the Bangladesh Bureau of Educational Information & Statistics (BANBEIS), Ministry of Education of the People’s Republic of Bangladesh under Grants for Advanced Research in Education (GARE) program. The CP no. is SD20191014 and the grant number is 37.20.0000.004.033.020.2016.1053, dated October 13, 2019.
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Conceptualization: Imran Hossain; methodology: Imran Hossain, AKM Mahmudul Haque; formal analysis and investigation: Imran Hossain; writing—original draft preparation: Imran Hossain; writing—review and editing: Imran Hossain, SM Akram Ullah, AKM Mahmudul Haque; supervision: SM Akram Ullah.
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Hossain, I., Haque, A.K.M.M. & Ullah, S.M.A. Assessing sustainable waste management practices in Rajshahi City Corporation: an analysis for local government enhancement using IoT, AI, and Android technology. Environ Sci Pollut Res (2024). https://doi.org/10.1007/s11356-024-33171-7
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DOI: https://doi.org/10.1007/s11356-024-33171-7