IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i15p6702-d1707998.html

Calculation of Greenhouse Gas Emissions from Tourist Vehicles Using Mathematical Methods: A Case Study in Altai Tavan Bogd National Park

Author

Listed:
  • Yerbakhyt Badyelgajy

    (Department of Environmental Management and Engineering, L. N. Gumilyov Eurasian National University, Satpayev 2, Astana 010000, Kazakhstan)

  • Yerlan Doszhanov

    (UNESCO Chair in Sustainable Development, Al-Farabi Kazakh National University, Al-Farabi Ave. 71, Almaty 050040, Kazakhstan)

  • Bauyrzhan Kapsalyamov

    (Department of Environmental Management and Engineering, L. N. Gumilyov Eurasian National University, Satpayev 2, Astana 010000, Kazakhstan)

  • Gulzhaina Onerkhan

    (Department of Chemistry, Chemical Technology and Ecology, Kazakh University of Technology and Business, Yesil District, Kayym Mukhamedkhanov str. 37 A, Astana 010000, Kazakhstan)

  • Aitugan Sabitov

    (Department of Analytical, Colloid Chemistry and Technology of Rare Elements, Al-Farabi Kazakh National University, Al-Farabi Ave. 71, Almaty 050040, Kazakhstan)

  • Arman Zhumazhanov

    (UNESCO Chair in Sustainable Development, Al-Farabi Kazakh National University, Al-Farabi Ave. 71, Almaty 050040, Kazakhstan)

  • Ospan Doszhanov

    (Department of Automation and Robotics, Almaty Technological University, Tole bi st. 100, Almaty 050012, Kazakhstan)

Abstract

The transportation sector significantly contributes to greenhouse gas (GHG) emissions and remains a key research focus on emission quantification and mitigation. Although numerous models exist for estimating vehicle-based emissions, most lack accuracy at regional scales, particularly in remote or underdeveloped areas, including backcountry national parks and mountainous regions lacking basic infrastructure. This study addresses that gap by developing and applying a terrain-adjusted, segment-based methodology to estimate GHG emissions from tourist vehicles in Altai Tavan Bogd National Park, one of Mongolia’s most remote protected areas. The proposed method uses Tier 1 IPCC emission factors but incorporates field-segmented route analysis, vehicle categorization, and terrain-based fuel adjustments to achieve a spatially disaggregated Tier 1 approach. Results show that carbon dioxide (CO 2 ) emissions increased from 118.7 tons in 2018 to 2239 tons in 2024. Tourist vehicle entries increased from 712 in 2018 to 13,192 in 2024, with 99.1% of entries occurring between May and October. Over the same period, cumulative methane (CH 4 ) and nitrous oxide (N 2 O) emissions were estimated at 300.9 kg and 45.75 kg, respectively. This modular approach is especially suitable for high-altitude, infrastructure-limited regions where real-time emissions monitoring is not feasible. By integrating localized travel patterns with global frameworks such as the IPCC 2006 Guidelines, this model enables more precise and context-sensitive GHG estimates from vehicles in national parks and similar environments.

Suggested Citation

  • Yerbakhyt Badyelgajy & Yerlan Doszhanov & Bauyrzhan Kapsalyamov & Gulzhaina Onerkhan & Aitugan Sabitov & Arman Zhumazhanov & Ospan Doszhanov, 2025. "Calculation of Greenhouse Gas Emissions from Tourist Vehicles Using Mathematical Methods: A Case Study in Altai Tavan Bogd National Park," Sustainability, MDPI, vol. 17(15), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:15:p:6702-:d:1707998
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/15/6702/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/15/6702/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Saeed Solaymani & Julio Botero, 2025. "Reducing Carbon Emissions from Transport Sector: Experience and Policy Design Considerations," Sustainability, MDPI, vol. 17(9), pages 1-23, April.
    2. Jan Chocholac & Roman Hruska & Stanislav Machalik & Dana Sommerauerova & Petr Sohajek, 2021. "Framework for Greenhouse Gas Emissions Calculations in the Context of Road Freight Transport for the Automotive Industry," Sustainability, MDPI, vol. 13(7), pages 1-28, April.
    3. Dinara Yessimova & Alina Faurat & Alexandr Belyi & Ayana Yessim & Zhassulan Sadykov, 2025. "Environmental Sustainability and Carbon Footprint of Tourism: A Study of a Natural Park in Northeastern Kazakhstan," Sustainability, MDPI, vol. 17(4), pages 1-26, February.
    4. Watabe, Akihiro & Leaver, Jonathan & Ishida, Hiroyuki & Shafiei, Ehsan, 2019. "Impact of low emissions vehicles on reducing greenhouse gas emissions in Japan," Energy Policy, Elsevier, vol. 130(C), pages 227-242.
    5. Tsokolis, D. & Tsiakmakis, S. & Dimaratos, A. & Fontaras, G. & Pistikopoulos, P. & Ciuffo, B. & Samaras, Z., 2016. "Fuel consumption and CO2 emissions of passenger cars over the New Worldwide Harmonized Test Protocol," Applied Energy, Elsevier, vol. 179(C), pages 1152-1165.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yerbakhyt Badyelgajy & Bauyrzhan Aueshanovich Kapsalyamov & Khosbayar Nyamsuren & Nicolae Marinescu, 2025. "Greenhouse Gas Emissions Assessment of the Ecological Footprint from Tourism-Induced Livestock Aggregation in the Altai Tavan Bogd National Park in Mongolia," Sustainability, MDPI, vol. 17(17), pages 1-19, September.

    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. Liu, Yang & Zhang, Congrui & Xu, Xiaochuan & Ge, Yongxiang & Ren, Gaofeng, 2022. "Assessment of energy conservation potential and cost in open-pit metal mines: Bottom-up approach integrated energy conservation supply curve and ultimate pit limit," Energy Policy, Elsevier, vol. 163(C).
    2. Mónica Meireles & Margarita Robaina & Daniel Magueta, 2021. "The Effectiveness of Environmental Taxes in Reducing CO 2 Emissions in Passenger Vehicles: The Case of Mediterranean Countries," IJERPH, MDPI, vol. 18(10), pages 1-13, May.
    3. Bošković, Sara & Švadlenka, Libor & Jovčić, Stefan & Simic, Vladimir & Dobrodolac, Momčilo & Elomiya, Akram, 2024. "Sustainable propulsion technology selection in penultimate mile delivery using the FullEX-AROMAN method," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
    4. Pirjola, Liisa & Kuuluvainen, Heino & Timonen, Hilkka & Saarikoski, Sanna & Teinilä, Kimmo & Salo, Laura & Datta, Arindam & Simonen, Pauli & Karjalainen, Panu & Kulmala, Kari & Rönkkö, Topi, 2019. "Potential of renewable fuel to reduce diesel exhaust particle emissions," Applied Energy, Elsevier, vol. 254(C).
    5. Song, Jingeun & Cha, Junepyo, 2022. "Development of prediction methodology for CO2 emissions and fuel economy of light duty vehicle," Energy, Elsevier, vol. 244(PB).
    6. Chen, Peipei & Wu, Yi & Zhong, Honglin & Long, Yin & Meng, Jing, 2022. "Exploring household emission patterns and driving factors in Japan using machine learning methods," Applied Energy, Elsevier, vol. 307(C).
    7. Haddad, Diala & Konstantinou, Theodora & Aliprantis, Dionysios & Gkritza, Konstantina & Pekarek, Steven & Haddock, John, 2022. "Analysis of the financial viability of high-powered electric roadways: A case study for the state of Indiana," Energy Policy, Elsevier, vol. 171(C).
    8. Huang, Yuhan & Surawski, Nic C. & Zhuang, Yuan & Zhou, John L. & Hong, Guang, 2021. "Dual injection: An effective and efficient technology to use renewable fuels in spark ignition engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    9. Buberger, Johannes & Kersten, Anton & Kuder, Manuel & Eckerle, Richard & Weyh, Thomas & Thiringer, Torbjörn, 2022. "Total CO2-equivalent life-cycle emissions from commercially available passenger cars," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    10. Xu, Jiamin & Zhang, Caizhi & Fan, Ruijia & Bao, Huanhuan & Wang, Yi & Huang, Shulong & Chin, Cheng Siong & Li, Congxin, 2020. "Modelling and control of vehicle integrated thermal management system of PEM fuel cell vehicle," Energy, Elsevier, vol. 199(C).
    11. Yunus Zengin & Serkan Naktiyok & Erdoğan Kaygın & Onur Kavak & Ethem Topçuoğlu, 2021. "An Investigation upon Industry 4.0 and Society 5.0 within the Context of Sustainable Development Goals," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
    12. Saša Milojević & Ondrej Stopka & Olga Orynycz & Karol Tucki & Branislav Šarkan & Slobodan Savić, 2025. "Exploitation and Maintenance of Biomethane-Powered Truck and Bus Fleets to Assure Safety and Mitigation of Greenhouse Gas Emissions," Energies, MDPI, vol. 18(9), pages 1-25, April.
    13. Milan Dedík & Martin Kendra & Matúš Senci & Daniel Pribula & Martin Vojtek, 2024. "Progressive Methods of the Harmfulness Evaluation of Transport in Terms of Emission Production," Sustainability, MDPI, vol. 16(23), pages 1-24, November.
    14. Lei Zhao & Wenbin Pan & Hao Lin, 2022. "Can Fujian Achieve Carbon Peak and Pollutant Reduction Targets before 2030? Case Study of 3E System in Southeastern China Based on System Dynamics," Sustainability, MDPI, vol. 14(18), pages 1-22, September.
    15. Susilowati, Yuliana & Hardiyasanti, Dindamilenia Choirunnisa & Widianingrum, Sinta & Endrasari, Fitri & Djamari, Djati Wibowo & Bahar, Aditiya Harjon & Wahono, Jaya & Veza, Ibham, 2023. "Carbon credit and economic feasibility analysis of biomass-solar PV-battery power plant for application in Indonesia remote area," Renewable Energy, Elsevier, vol. 219(P1).
    16. Qingyou Yan & Guangyu Qin & Meijuan Zhang & Bowen Xiao, 2019. "Research on Real Purchasing Behavior Analysis of Electric Cars in Beijing Based on Structural Equation Modeling and Multinomial Logit Model," Sustainability, MDPI, vol. 11(20), pages 1-15, October.
    17. Ma, Shuai & Lin, Meng & Lin, Tzu-En & Lan, Tian & Liao, Xun & Maréchal, François & Van herle, Jan & Yang, Yongping & Dong, Changqing & Wang, Ligang, 2021. "Fuel cell-battery hybrid systems for mobility and off-grid applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    18. Yang, Jie & Dong, Xue & Wu, Qiang & Xu, Min, 2019. "Effects of enhanced tumble ratios on the in-cylinder performance of a gasoline direct injection optical engine," Applied Energy, Elsevier, vol. 236(C), pages 137-146.
    19. Fontaras, Georgios & Valverde, Víctor & Arcidiacono, Vincenzo & Tsiakmakis, Stefanos & Anagnostopoulos, Konstantinos & Komnos, Dimitrios & Pavlovic, Jelica & Ciuffo, Biagio, 2018. "The development and validation of a vehicle simulator for the introduction of Worldwide Harmonized test protocol in the European light duty vehicle CO2 certification process," Applied Energy, Elsevier, vol. 226(C), pages 784-796.
    20. Evangelos G. Giakoumis & George Triantafillou, 2018. "Analysis of the Effect of Vehicle, Driving and Road Parameters on the Transient Performance and Emissions of a Turbocharged Truck," Energies, MDPI, vol. 11(2), pages 1-21, January.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:jsusta:v:17:y:2025:i:15:p:6702-:d:1707998. 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.