IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v14y2025i1p79-d1559667.html
   My bibliography  Save this article

A Spatial Modeling Approach for Optimizing the Locations of Large-Scale Biogas Plants from Livestock Manure in Bangladesh

Author

Listed:
  • Zinat Mahal

    (Doctoral Program in Environmental Studies, Degree Programs in Life and Earth Sciences, Graduate School of Science and Technology, University of Tsukuba, Tsukuba 305-8577, Japan)

  • Helmut Yabar

    (Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8577, Japan)

Abstract

Since manure sources are widely dispersed and the disposal of manure in landfills or its direct application onto soil is often restricted by laws in many countries, selecting suitable sites for manure management facilities is an important step for sustainable livestock farming. The main purpose of this study is to explore suitable locations for situating large-scale biogas plants from livestock manure in Bangladesh using spatial modeling. This study analyzed land suitability based on several geographical, topographical, environmental, and socio-economic criteria, which were also optimized by reflecting optimum transportation distances from manure sources to the chosen sites using GIS (Geographic Information System) network analysis. Then, the environmental benefits of selected biogas plants were estimated through mathematical equations. It was found that 475, 15, and 68 large-scale biogas plants were spatially possible from large-animal, small-animal, and poultry manure, respectively, to produce a total electricity of 7682.72 GWh (gigawatt) in 2023. By implementing the proposed scenarios, renewable energy production will be increased in Bangladesh by at least 8.69%, and GHG (greenhouse gas) emissions will be reduced by approximately 6636.09 gigagram CO 2 eq by disposing of 90.14 million tons of manure each year. Hence, the potential selection of biogas plant locations and benefit analysis of different scenarios will guide the establishment of a local decision for the utilization of regional bioenergy from livestock manure in Bangladesh.

Suggested Citation

  • Zinat Mahal & Helmut Yabar, 2025. "A Spatial Modeling Approach for Optimizing the Locations of Large-Scale Biogas Plants from Livestock Manure in Bangladesh," Land, MDPI, vol. 14(1), pages 1-26, January.
  • Handle: RePEc:gam:jlands:v:14:y:2025:i:1:p:79-:d:1559667
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/14/1/79/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/14/1/79/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sharma, B. & Birrell, S. & Miguez, F.E., 2017. "Spatial modeling framework for bioethanol plant siting and biofuel production potential in the U.S," Applied Energy, Elsevier, vol. 191(C), pages 75-86.
    2. Zinat Mahal & Helmut Yabar & Takeshi Mizunoya, 2024. "Spatial Assessment of Greenhouse Gas Emissions and Eutrophication Potential from Livestock Manure in Bangladesh," Sustainability, MDPI, vol. 16(13), pages 1-18, June.
    3. Pehnt, Martin, 2006. "Dynamic life cycle assessment (LCA) of renewable energy technologies," Renewable Energy, Elsevier, vol. 31(1), pages 55-71.
    4. Halder, P.K. & Paul, N. & Joardder, M.U.H. & Khan, M.Z.H. & Sarker, M., 2016. "Feasibility analysis of implementing anaerobic digestion as a potential energy source in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 124-134.
    5. O’Shea, Richard & Wall, David & Kilgallon, Ian & Murphy, Jerry D., 2016. "Assessment of the impact of incentives and of scale on the build order and location of biomethane facilities and the feedstock they utilise," Applied Energy, Elsevier, vol. 182(C), pages 394-408.
    6. Whiting, Andrew & Azapagic, Adisa, 2014. "Life cycle environmental impacts of generating electricity and heat from biogas produced by anaerobic digestion," Energy, Elsevier, vol. 70(C), pages 181-193.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bacenetti, Jacopo & Sala, Cesare & Fusi, Alessandra & Fiala, Marco, 2016. "Agricultural anaerobic digestion plants: What LCA studies pointed out and what can be done to make them more environmentally sustainable," Applied Energy, Elsevier, vol. 179(C), pages 669-686.
    2. Teymoori Hamzehkolaei, Fatemeh & Amjady, Nima, 2018. "A techno-economic assessment for replacement of conventional fossil fuel based technologies in animal farms with biogas fueled CHP units," Renewable Energy, Elsevier, vol. 118(C), pages 602-614.
    3. Huopana, Tuomas & Song, Han & Kolehmainen, Mikko & Niska, Harri, 2013. "A regional model for sustainable biogas electricity production: A case study from a Finnish province," Applied Energy, Elsevier, vol. 102(C), pages 676-686.
    4. Tabata, Tomohiro & Okuda, Takaaki, 2012. "Life cycle assessment of woody biomass energy utilization: Case study in Gifu Prefecture, Japan," Energy, Elsevier, vol. 45(1), pages 944-951.
    5. Adam R. Brandt, 2011. "Oil Depletion and the Energy Efficiency of Oil Production: The Case of California," Sustainability, MDPI, vol. 3(10), pages 1-22, October.
    6. Jae Yun Jeong & Inje Kang & Ki Seok Choi & Byeong-Hee Lee, 2018. "Network Analysis on Green Technology in National Research and Development Projects in Korea," Sustainability, MDPI, vol. 10(4), pages 1-12, April.
    7. Tian, Xueyu & You, Fengqi, 2019. "Carbon-neutral hybrid energy systems with deep water source cooling, biomass heating, and geothermal heat and power," Applied Energy, Elsevier, vol. 250(C), pages 413-432.
    8. Ravikumar, Dwarakanath & Malghan, Deepak, 2013. "Material constraints for indigenous production of CdTe PV: Evidence from a Monte Carlo experiment using India's National Solar Mission Benchmarks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 393-403.
    9. Zhang, Jingxin & Li, Wangliang & Lee, Jonathan & Loh, Kai-Chee & Dai, Yanjun & Tong, Yen Wah, 2017. "Enhancement of biogas production in anaerobic co-digestion of food waste and waste activated sludge by biological co-pretreatment," Energy, Elsevier, vol. 137(C), pages 479-486.
    10. Sohoo, Ihsanullah & Ritzkowski, Marco & Heerenklage, Jörn & Kuchta, Kerstin, 2021. "Biochemical methane potential assessment of municipal solid waste generated in Asian cities: A case study of Karachi, Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    11. Tubagus Aryandi Gunawan & Alessandro Singlitico & Paul Blount & James Burchill & James G. Carton & Rory F. D. Monaghan, 2020. "At What Cost Can Renewable Hydrogen Offset Fossil Fuel Use in Ireland’s Gas Network?," Energies, MDPI, vol. 13(7), pages 1-23, April.
    12. Mostafa Shaaban & Jürgen Scheffran & Jürgen Böhner & Mohamed S. Elsobki, 2018. "Sustainability Assessment of Electricity Generation Technologies in Egypt Using Multi-Criteria Decision Analysis," Energies, MDPI, vol. 11(5), pages 1-25, May.
    13. Lund, P.D., 2007. "Upfront resource requirements for large-scale exploitation schemes of new renewable technologies," Renewable Energy, Elsevier, vol. 32(3), pages 442-458.
    14. Hong, Sanghyun & Bradshaw, Corey J.A. & Brook, Barry W., 2014. "Nuclear power can reduce emissions and maintain a strong economy: Rating Australia’s optimal future electricity-generation mix by technologies and policies," Applied Energy, Elsevier, vol. 136(C), pages 712-725.
    15. Hassanien, Reda Hassanien Emam & Li, Ming & Yin, Fang, 2018. "The integration of semi-transparent photovoltaics on greenhouse roof for energy and plant production," Renewable Energy, Elsevier, vol. 121(C), pages 377-388.
    16. Lohse, Christiane, 2018. "Environmental impact by hydrogeothermal energy generation in low-enthalpy regions," Renewable Energy, Elsevier, vol. 128(PB), pages 509-519.
    17. Grim, Johanna & Malmros, Peter & Schnürer, Anna & Nordberg, Åke, 2015. "Comparison of pasteurization and integrated thermophilic sanitation at a full-scale biogas plant – Heat demand and biogas production," Energy, Elsevier, vol. 79(C), pages 419-427.
    18. Μichalena, Evanthie & Hills, Jeremy M., 2012. "Renewable energy issues and implementation of European energy policy: The missing generation?," Energy Policy, Elsevier, vol. 45(C), pages 201-216.
    19. Alberto Benato & Alarico Macor, 2021. "Costs to Reduce the Human Health Toxicity of Biogas Engine Emissions," Energies, MDPI, vol. 14(19), pages 1-17, October.
    20. Zhang, Xiaoyue & Huang, Guohe & Liu, Lirong & Li, Kailong, 2022. "Development of a stochastic multistage lifecycle programming model for electric power system planning – A case study for the Province of Saskatchewan, Canada," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:14:y:2025:i:1:p:79-:d:1559667. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.