IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i1p146-d127567.html
   My bibliography  Save this article

The Sustainable Development Assessment of Reservoir Resettlement Based on a BP Neural Network

Author

Listed:
  • Li Huang

    (National Research Center for Resettlement (NRCR), Hohai University, 1 Xikang Road, Nanjing 210098, China
    School of Public Administration, Hohai University, 1 Xikang Road, Nanjing 210098, China)

  • Jian Huang

    (National Research Center for Resettlement (NRCR), Hohai University, 1 Xikang Road, Nanjing 210098, China
    Business School, Hohai University, 1 Xikang Road, Nanjing 210098, China)

  • Wei Wang

    (College of Harbor, Coastal and Offshore Engineering, Hohai University, 1 Xikang Road, Nanjing 210098, China)

Abstract

Resettlement affects not only the resettlers’ production activities and life but also, directly or indirectly, the normal operation of power stations, the sustainable development of the resettlers, and regional social stability. Therefore, a scientific evaluation index system for the sustainable development of reservoir resettlement must be established that fits Chinese national conditions and not only promotes reservoir resettlement research but also improves resettlement practice. This essay builds an evaluation index system for resettlers’ sustainable development based on a back-propagation (BP) neural network, which can be adopted in China, taking the resettlement necessitated by step hydropower stations along the Wujiang River cascade as an example. The assessment results show that the resettlement caused by step power stations along the Wujiang River is sustainable, and this evaluation supports the conclusion that national policies and regulations, which are undergoing constant improvement, and resettlement has increasingly improved. The results provide a reference for hydropower reservoir resettlement in developing countries.

Suggested Citation

  • Li Huang & Jian Huang & Wei Wang, 2018. "The Sustainable Development Assessment of Reservoir Resettlement Based on a BP Neural Network," IJERPH, MDPI, vol. 15(1), pages 1-15, January.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:1:p:146-:d:127567
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/1/146/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/15/1/146/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wong, W.K. & Guo, Z.X. & Leung, S.Y.S., 2010. "Partially connected feedforward neural networks on Apollonian networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(22), pages 5298-5307.
    2. Jagath Manatunge & Naruhiko Takesada, 2013. "Long-term perceptions of project-affected persons: a case study of the Kotmale Dam in Sri Lanka," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 29(1), pages 87-100.
    3. Wilmsen, Brooke, 2016. "After the Deluge: A longitudinal study of resettlement at the Three Gorges Dam, China," World Development, Elsevier, vol. 84(C), pages 41-54.
    4. Sunardi & Budhi Gunawan & Jagath Manatunge & Fifi Pratiwi, 2013. "Livelihood status of resettlers affected by the Saguling Dam project, 25 years after inundation," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 29(1), pages 25-34.
    5. Cernea, Michael, 1997. "The risks and reconstruction model for resettling displaced populations," World Development, Elsevier, vol. 25(10), pages 1569-1587, October.
    6. Meløn, Mønica García & Aragonés Beltran, Pablo & Carmen González Cruz, M., 2008. "An AHP-based evaluation procedure for Innovative Educational Projects: A face-to-face vs. computer-mediated case study," Omega, Elsevier, vol. 36(5), pages 754-765, October.
    7. Premachandra, I.M. & Chen, Yao & Watson, John, 2011. "DEA as a tool for predicting corporate failure and success: A case of bankruptcy assessment," Omega, Elsevier, vol. 39(6), pages 620-626, December.
    8. Bounsouk Souksavath & Miko Maekawa, 2013. "The livelihood reconstruction of resettlers from the Nam Ngum 1 hydropower project in Laos," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 29(1), pages 59-70.
    9. Webber, Michael & McDonald, Brooke, 2004. "Involuntary Resettlement, Production and Income: Evidence from Xiaolangdi, PRC," World Development, Elsevier, vol. 32(4), pages 673-690, April.
    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. Ning Zhang & Zaiwu Gong & Kedong Yin & Yuhong Wang, 2018. "Special Issue “Decision Models in Green Growth and Sustainable Development”," IJERPH, MDPI, vol. 15(6), pages 1-8, May.
    2. Wei Liu & Jie Xu & Jie Li & Shuzhuo Li, 2019. "Rural Households’ Poverty and Relocation and Settlement: Evidence from Western China," IJERPH, MDPI, vol. 16(14), pages 1-17, July.
    3. Xiao Fu & Chong-Shi Gu & Huai-Zhi Su & Xiang-Nan Qin, 2018. "Risk Analysis of Earth-Rock Dam Failures Based on Fuzzy Event Tree Method," IJERPH, MDPI, vol. 15(5), pages 1-22, April.
    4. Piotr Boniecki & Małgorzata Idzior-Haufa & Agnieszka A. Pilarska & Krzysztof Pilarski & Alicja Kolasa-Wiecek, 2019. "Neural Classification of Compost Maturity by Means of the Self-Organising Feature Map Artificial Neural Network and Learning Vector Quantization Algorithm," IJERPH, MDPI, vol. 16(18), pages 1-9, September.
    5. Wang, Te & Li, Zongkun & Ge, Wei & Zhang, Hua & Zhang, Yadong & Sun, Heqiang & Jiao, Yutie, 2023. "Risk consequence assessment of dam breach in cascade reservoirs considering risk transmission and superposition," Energy, Elsevier, vol. 265(C).

    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. Tianhe Jiang & Mark Wang & Yingnan Zhang & Guoqing Shi & Dengcai Yan, 2021. "What about the “Stayers”? Examining China’s Resettlement Induced by Large Reservoir Projects," Land, MDPI, vol. 10(2), pages 1-20, February.
    2. Castro-Diaz, Laura & García, María Alejandra & Villamayor-Tomas, Sergio & Lopez, Maria Claudia, 2023. "Impacts of hydropower development on locals’ livelihoods in the Global South," World Development, Elsevier, vol. 169(C).
    3. Zhou Peng & Xiaochun Xiao & Ye Lv & Xiaoyan Guan & Wei Wang, 2022. "A Large-Scale Investigation of the Status of Out-Resettlers from the Three Gorges Area Based on the Production–Living–Social Security–Social Integration–Satisfaction Perspective," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
    4. Xia, Bingqing & Qiang, Maoshan & Chen, Wenchao & Fan, Qixiang & Jiang, Hanchen & An, Nan, 2018. "A benefit-sharing model for hydropower projects based on stakeholder input-output analysis: A case study of the Xiluodu Project in China," Land Use Policy, Elsevier, vol. 73(C), pages 341-352.
    5. Guoqing Shi & Yuanke Zhao & Xiaoya Mei & Dengcai Yan & Hubiao Zhang & Yuangang Xu & Yingping Dong, 2022. "Livelihood Resilience Perception: Gender Equalisation of Resettlers from Rural Reservoirs—Empirical Evidence from China," Sustainability, MDPI, vol. 14(17), pages 1-22, September.
    6. Reddy, A Amarender, 2018. "(2018) Involuntary Resettlement as an Opportunity for Development: The Case of Urban Resettlers of the New Tehri Town, Journal of Land and Rural Studies 6(2) 1–25," AgriXiv szu6a, Center for Open Science.
    7. Randell, Heather, 2016. "The short-term impacts of development-induced displacement on wealth and subjective well-being in the Brazilian Amazon," World Development, Elsevier, vol. 87(C), pages 385-400.
    8. Lihui Chen, 2008. "Contradictions in Dam Building in Yunnan, China," China Report, , vol. 44(2), pages 97-110, May.
    9. Cong Li & Lei Wang & Marcus W. Feldman & Shuzhuo Li, 2021. "Poverty and income inequality effects of the relocation program in Shaanxi, China," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(2), pages 41-59, November.
    10. Vlaeminck, Pieter & Maertens, Miet & Isabirye, Moses & Vanderhpydonks, Filip & Poesen, Jean & Deckers, Jozef & Vranken, Liesbet, 2015. "Coping with landslide risk through preventive resettlement. Designing optimal strategies through choice experiments for the Mount Elgon region, Uganda," Working Papers 232715, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
    11. Jun Cheng & Ruilian Zhang & Yuzhen Liu & Chen Wang, 2022. "Social anomie induced by resource development projects: A case of a coal mining project," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(2), pages 306-321, March.
    12. Xu, Hongzhang & Pittock, Jamie & Daniell, Katherine, 2022. "‘Sustainability of what, for whom? A critical analysis of Chinese development induced displacement and resettlement (DIDR) programs," Land Use Policy, Elsevier, vol. 115(C).
    13. Simone Gobien & Björn Vollan, 2016. "Exchanging Land for Solidarity: Solidarity Transfers among Voluntarily Resettled and Non-resettled Land-Reform Beneficiaries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 802-818.
    14. Simone Gobien & Björn Vollan, 2013. "Playing with the social network: Social cohesion in resettled and non-resettled communities in Cambodia," Working Papers 2013-16, Faculty of Economics and Statistics, Universität Innsbruck.
    15. Hongzhang Xu & Meng Peng & Jamie Pittock & Jiayu Xu, 2021. "Managing Rather Than Avoiding “Difficulties” in Building Landscape Resilience," Sustainability, MDPI, vol. 13(5), pages 1-24, March.
    16. Youliang Huang & Wensheng Lin & Shan Li & Yan Ning, 2018. "Social Impacts of Dam-Induced Displacement and Resettlement: A Comparative Case Study in China," Sustainability, MDPI, vol. 10(11), pages 1-18, November.
    17. Walelign, Solomon Zena & Lujala, Päivi, 2022. "A place-based framework for assessing resettlement capacity in the context of displacement induced by climate change," World Development, Elsevier, vol. 151(C).
    18. Hien Thanh Nguyen & Ty Huu Pham & Lisa Lobry de Bruyn, 2017. "Impact of Hydroelectric Dam Development and Resettlement on the Natural and Social Capital of Rural Livelihoods in Bo Hon Village in Central Vietnam," Sustainability, MDPI, vol. 9(8), pages 1-15, August.
    19. Seewald, Eva & Grote, Ulrike, 2021. "The Impact of Small- and Medium-Size Hydro-Power Plants on Farming in Rural Vietnam," 2021 Conference, August 17-31, 2021, Virtual 315004, International Association of Agricultural Economists.
    20. Brown, Philip H. & MAGEE, Darrin & Xu, Yilin, 2008. "Socioeconomic vulnerability in China's hydropower development," China Economic Review, Elsevier, vol. 19(4), pages 614-627, December.

    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:jijerp:v:15:y:2018:i:1:p:146-:d:127567. 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.