IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v34y2026is1p1309-1325.html

Integrating Building Footprints and Bioenergy Potential to Support Effective Decentralised Energy Planning: A Scalable Framework Based on Open Data

Author

Listed:
  • Zhan Shi
  • Feihong Liang
  • Francesco Marinello
  • Andrea Pezzuolo

Abstract

This study develops a high‐resolution workflow to assess rural bioenergy gaps by integrating building‐based energy demand and locally collectable biomass supply across Jianghan Plain, China. Building footprint, height and density were extracted from the 10 m 3D‐GloBFP dataset and aggregated to 1 km grids to approximate demand intensity. County‐level crop straw and livestock manure data were downscaled to generate 1 km supply layers. Subtracting demand from supply yielded a DIFF surface, revealing that 91.8% of rural cells face shortfalls, while only 2.3% are surplus zones, mainly in Songzi, Qianjiang, Tianmen and Xiantao. These counties combine high biomass (> 1200 GJ km−2) with moderate density. Severe deficits (DIFF

Suggested Citation

  • Zhan Shi & Feihong Liang & Francesco Marinello & Andrea Pezzuolo, 2026. "Integrating Building Footprints and Bioenergy Potential to Support Effective Decentralised Energy Planning: A Scalable Framework Based on Open Data," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(S1), pages 1309-1325, January.
  • Handle: RePEc:wly:sustdv:v:34:y:2026:i:s1:p:1309-1325
    DOI: 10.1002/sd.70245
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.70245
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.70245?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Abraham, Mathew & Verteramo Chiu, Leslie & Joshi, Ekta & Ali Ilahi, Muhammad & Pingali, Prabhu, 2022. "Aggregation models and small farm commercialization – A scoping review of the global literature," Food Policy, Elsevier, vol. 110(C).
    2. Bin Zhu & Hongbo Li & Zhengyu Hu & Yuling Wen & Jili Che, 2022. "An Evaluation and Optimization of the Spatial Pattern of County Rural Settlements: A Case Study of Changshu City in the Yangtze River Delta, China," Land, MDPI, vol. 11(9), pages 1-21, August.
    3. Sovacool, Benjamin K. & Kryman, Matthew & Smith, Taylor, 2015. "Scaling and commercializing mobile biogas systems in Kenya: A qualitative pilot study," Renewable Energy, Elsevier, vol. 76(C), pages 115-125.
    4. Zhang, Shuangqi & Deng, Mengsi & Shan, Ming & Zhou, Chuang & Liu, Wei & Xu, Xiaoqiu & Yang, Xudong, 2019. "Energy and environmental impact assessment of straw return and substitution of straw briquettes for heating coal in rural China," Energy Policy, Elsevier, vol. 128(C), pages 654-664.
    5. van Oosterom, Peter & Bennett, Rohan & Koeva, Mila & Lemmen, Christiaan, 2020. "3D Land Administration for 3D Land Uses," Land Use Policy, Elsevier, vol. 98(C).
    6. Liu, Tingting & Ferrari, Giovanni & Pezzuolo, Andrea & Alengebawy, Ahmed & Jin, Keda & Yang, Gaozhong & Li, Qiang & Ai, Ping, 2023. "Evaluation and analysis of biogas potential from agricultural waste in Hubei Province, China," Agricultural Systems, Elsevier, vol. 205(C).
    7. Sen Chen & Muhammad Sajid Mehmood & Shuchen Liu & Yimin Gao, 2022. "Spatial Pattern and Influencing Factors of Rural Settlements in Qinba Mountains, Shaanxi Province, China," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    8. Kaygusuz, K., 2011. "Energy services and energy poverty for sustainable rural development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 936-947, February.
    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. Yuxiang Tan & Mingshun Xiang & Haixia Lu & Linsen Duan & Jin Yang & Jiake Meng & Ao Li & Lanlan Deng, 2023. "Spatial Difference Studies and Driving Force Analysis of Rural Settlements in the Northwest Sichuan Plateau," Sustainability, MDPI, vol. 15(9), pages 1-18, April.
    2. Bezerra, Paula & Cruz, Talita & Mazzone, Antonella & Lucena, André F.P. & De Cian, Enrica & Schaeffer, Roberto, 2022. "The multidimensionality of energy poverty in Brazil: A historical analysis," Energy Policy, Elsevier, vol. 171(C).
    3. Tao Sun & Jie Chen & Jie Guo, 2025. "Multi-Source Data-Driven Identification and Spatial Optimization of Rural Settlements: Evidence from Sangxu, China," Sustainability, MDPI, vol. 17(16), pages 1-23, August.
    4. Zhao, Jun & Shahbaz, Muhammad & Dong, Kangyin, 2022. "How does energy poverty eradication promote green growth in China? The role of technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    5. Liam Byrnes, 2014. "The cost of failing to install renewable energy in regional Western Australia," Energy Economics and Management Group Working Papers 9-2014, School of Economics, University of Queensland, Australia.
    6. Abre-Rehmat Qurat-ul-Ann & Faisal Mehmood Mirza, 2021. "Multidimensional Energy Poverty in Pakistan: Empirical Evidence from Household Level Micro Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 211-258, May.
    7. Shuren Chen & Yunfei Zhao & Zhong Tang & Hantao Ding & Zhan Su & Zhao Ding, 2022. "Structural Model of Straw Briquetting Machine with Vertical Ring Die and Optimization of Briquetting Performance," Agriculture, MDPI, vol. 12(5), pages 1-15, May.
    8. Mohammed, Y.S. & Mustafa, M.W. & Bashir, N., 2013. "Status of renewable energy consumption and developmental challenges in Sub-Sahara Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 453-463.
    9. Wang, Chengchao & Yang, Yusheng & Zhang, Yaoqi, 2012. "Rural household livelihood change, fuelwood substitution, and hilly ecosystem restoration: Evidence from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2475-2482.
    10. Carvalho, Ricardo L. & Lindgren, Robert & García-López, Natxo & Nyambane, Anne & Nyberg, Gert & Diaz-Chavez, Rocio & Boman, Christoffer, 2019. "Household air pollution mitigation with integrated biomass/cookstove strategies in Western Kenya," Energy Policy, Elsevier, vol. 131(C), pages 168-186.
    11. Malayaranjan Sahoo & Narayan Sethi, 2022. "The dynamic impact of urbanization, structural transformation, and technological innovation on ecological footprint and PM2.5: evidence from newly industrialized countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 4244-4277, March.
    12. Marian Leimbach & Niklas Roming & Gregor Schwerhoff & Anselm Schultes, 2016. "Development perspectives of Sub-Saharan Africa under climate policies," EcoMod2016 9336, EcoMod.
    13. Gao, Yuan & Yu, Lu, 2024. "Understanding the impacts of ecological compensation policies on energy poverty: insights from forest communities in Zhejiang, China," Land Use Policy, Elsevier, vol. 142(C).
    14. Silinto, Berino Francisco & van der Laag Yamu, Claudia & Zuidema, Christian & Faaij, André P.C., 2025. "Hybrid renewable energy systems for rural electrification in developing countries: A review on energy system models and spatial explicit modelling tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    15. Toklu, E., 2013. "Overview of potential and utilization of renewable energy sources in Turkey," Renewable Energy, Elsevier, vol. 50(C), pages 456-463.
    16. Kaygusuz, Kamil, 2012. "Energy for sustainable development: A case of developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1116-1126.
    17. Ding, Wenguang & Wang, Lijun & Chen, Baoyu & Xu, Luan & Li, Haoxu, 2014. "Impacts of renewable energy on gender in rural communities of north-west China," Renewable Energy, Elsevier, vol. 69(C), pages 180-189.
    18. Brand-Correa, Lina I. & Steinberger, Julia K., 2017. "A Framework for Decoupling Human Need Satisfaction From Energy Use," Ecological Economics, Elsevier, vol. 141(C), pages 43-52.
    19. Jian Xu & Liangjun Zheng & Ruiqu Ma & Han Tian, 2023. "Correlation between Distribution of Rural Settlements and Topography in Plateau-Mountain Area: A Study of Yunnan Province, China," Sustainability, MDPI, vol. 15(4), pages 1-15, February.
    20. Cansino, J.M. & Pablo-Romero, M.del P & Román, R. & Yñiguez, R., 2012. "Promotion of biofuel consumption in the transport sector: An EU-27 perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 6013-6021.

    More about this item

    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:wly:sustdv:v:34:y:2026:i:s1:p:1309-1325. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.