Evaluating the Residential Environment of Traditional Settlements in Northern Jiangxi, China: A Multi-Dimensional Framework
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Abstract
Traditional rural settlements in China have long been recognised for their unique cultural and ecological values. However, rapid urbanisation and rural revitalisation processes pose significant threats to the sustainability of these traditional living environments. This study aimed to develop an innovative multi-dimensional framework based on the SciBERT algorithm in order to evaluate the residential environment of traditional settlements in Northern Jiangxi, China. Drawing on theories from landscape ecology, cultural geography and sustainable development, the framework encompasses four key dimensions: ecological suitability, cultural continuity, liveability and sustainability. A set of quantitative and qualitative indicators was constructed under each dimension based on a comprehensive literature review. The analytic hierarchy process (AHP) was then employed to determine the relative weights of these indicators. Data were collected from interviews with 13 respondents and an analysis of 68 Science Citation Index Expanded (SCIE) articles. The proposed framework was applied to assess the residential environment of three representative traditional settlements in Northern Jiangxi. The results revealed the strengths and weaknesses of each settlement, providing valuable insights for targeted conservation and revitalisation strategies. This study contributes to urban planning research by offering a holistic and empirically validated approach to evaluating the multi-faceted residential environment of traditional settlements, which can inform both academic research and practical policymaking in the context of rural development.
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References
Aklanoglu, F. (2010). Cultural tourism at traditional settlements: The case of Beypazari. Kastamonu University Journal of Forestry Faculty, 10(2): 125–136.
Al-Saggaf, A., Nasir, H. and Hegazy, T. (2020). An analytical hierarchy process-based system to evaluate the life-cycle performance of buildings at early design stage. Journal of Building Engineering, 31: 101364. https://doi.org/10.1016/j.jobe.2020.101364
Amburgey, E., Gurung, T.W., Gurung, Y.T. and Craig, S.R. (2023). The co-production of disasters: How the nexus of climate change, tourism and COVID-19 increases socioeconomic vulnerability in Mustang, Nepal. Critical Asian Studies, 55(2): 211–234. https://doi.org/10.1080/14672715.2023.2174891
Bai, S., Ying, Z. and Stancanelli, C. (2016). Protection and regeneration of traditional buildings based on BIM: A case study of Qing Dynasty tea house in Guifeng Village. International Review for Spatial Planning and Sustainable Development, 4(1): 17–30. https://doi.org/10.14246/irspsd.4.1_17
Bampatsou, C. and Halkos, G. (2019). Economic growth, efficiency and environmental elasticity for the G7 countries. Energy Policy, 130: 355–360. https://doi.org/10.1016/j.enpol.2019.04.017
Bashari, S., Hashim, A.H., Abu Samah, A. and Ahmad, N. (2021). The moderating effect of privacy in the relationships between residential livability and residents’ life satisfaction. Journal of Construction in Developing Countries, 26(1): 45–62. https://doi.org/10.21315/jcdc2021.26.1.3
Bo, J. and Hong, K.-S. (2021). A study on the evaluation index of public design of historical and cultural streetscape. The Journal of the Korea Contents Association, 21(10): 240–263. https://doi.org/10.5392/JKCA.2021.21.10.240
Bordass, B., Cohen, R., Standeven, M., and Leaman, A. (2001). Assessing building performance in use 3: energy performance of the probe buildings. Building Research and Information, 29(2): 114–128. https://doi.org/10.1080/09613210010008027
Bostancioglu, E. (2021). Double skin façade assessment by fuzzy AHP and comparison with AHP. Architectural Engineering and Design Management, 17(1–2): 110–130. https://doi.org/10.1080/17452007.2020.1735292
Cao, J. (2023). Construction of ecological landscape environment in Guanzhong traditional villages from the perspective of rural revitalization. Health and Social Care in the Community, 1: 9974511. https://doi.org/10.1155/2023/9974511
Chen, J., Wang, H., Yang, Z., Li, P., Ma, G. and Zhao, X. (2023). Comparative spatial vitality evaluation of traditional settlements based on SUF: Taking Anren ancient town’s urban design as an example. Sustainability, 15(10): 8178. https://doi.org/10.3390/su15108178
Cheong, K.-C., Wang, Q. and Li, Y. (2020). Developmental sustainability through heritage preservation: Two Chinese case studies. Sustainability, 12(9): 3705. https://doi.org/10.3390/su12093705
chinadaily.com.cn (2024). China strengthens cultural heritage protection through legislative and academic initiatives. 21 May. Available at: https://www.chinadaily.com.cn/a/202405/21/WS664c416ea31082fc043c84f3.html [Accessed on 21 May 2024].
Cruz, L.M.M., Echeverri, J.J.D., Arroyave, M.G., Bejarano, D.H. and Florez, O.F.M. (2017). Bioclimatic conditions: A forgotten factor in the domestic habitat in the city of Palmira, Colombia. Journal of Construction in Developing Countries, 22(2): 81–100. https://doi.org/10.21315/jcdc2017.22.2.6
Djezzar, S. and Bada, Y. (2023). Decoding socio-spatial structural constants in syntactic analysis of a rural settlement: A case study of traditional settlements of the Southern slope of the Aures Massif, Algeria. International Review for Spatial Planning and Sustainable Development, 11(3): 192–213. https://doi.org/10.14246/irspsd.11.3_192
Du, S. (2019). Study on the TU nationality agricultural traditional village space feature analysis and optimisation. Journal of Environmental Protection and Ecology, 20: 201–215.
Eppich, R. (2014). Cultural heritage, landscape and rural development: Good practice, methodology, policy recommendations and guidelines for rural communities. Available at: http://www.historic-towns.org/wp-content/uploads/2018/09/Cultural-Heritage-Landscape-and-Rural-Development.pdf [Accessed on 28 April 2024].
Fang, Q. and Li, Z. (2022). Cultural ecology cognition and heritage value of Huizhou traditional villages. Heliyon, 8(12): e12627. https://doi.org/10.1016/j.heliyon.2022.e12627
Fang, Y. and Liu, J. (2008). Cultural landscape evolution of traditional agricultural villages in North China: Case of Qianzhai Village in Shandong Province. Chinese Geographical Science, 18(4): 308–315. https://doi.org/10.1007/s11769-008-0308-x
Fiore, P., Sicignano, E. and Donnarumma, G. (2020). An AHP-based methodology for the evaluation and choice of integrated interventions on historic buildings. Sustainability, 12(14): 5795. https://doi.org/10.3390/su12145795
Ghasemi, K., Behzadfa, M. and Hamzenejad, M. (2021). Iranian bazaars and the social sustainability of modern commercial spaces in Iranian cities. Journal of Construction in Developing Countries, 26(1): 1–18. https://doi.org/10.21315/jcdc2021.26.1.1
Gulum, P., Ayyildiz, E. and Taskin Gumus, A. (2021). A two-level interval valued neutrosophic AHP integrated TOPSIS methodology for post-earthquake fire risk assessment: An application for Istanbul. International Journal of Disaster Risk Reduction, 61: 102330. https://doi.org/10.1016/j.ijdrr.2021.102330
Han, P., Hu, S. and Xu, R. (2024). New life in the countryside: Conservation and sustainability of vernacular architectural facade characteristics in the Jiangnan Region, China. Sustainability, 16(8). https://doi.org/10.3390/su16083426
He, Y.-F., Chen, C.-P. and Chou, R.-J. (2019). The key factors influencing safety analysis for traditional settlement landscape. Sustainability, 11(12): 3431. https://doi.org/10.3390/su11123431
Hobbs, R. (1997). Future landscapes and the future of landscape ecology. Landscape and Urban Planning, 37(1–2): 1–9. https://doi.org/10.1016/S0169-2046(96)00364-7
Jia, J., Liu, B., Ma, L., Wang, H., Li, D. and Wang, Y. (2021). Energy saving performance optimization and regional adaptability of prefabricated buildings with PCM in different climates. Case Studies in Thermal Engineering, 26: 101164. https://doi.org/10.1016/j.csite.2021.101164
Kim, J., Kent, M., Kral, K. and Dogan, T. (2022). Seemo: A new tool for early design window view satisfaction evaluation in residential buildings. Building and Environment, 214: 108909. https://doi.org/10.1016/j.buildenv.2022.108909
Liu, P., Zeng, C. and Liu, R. (2023). Environmental adaptation of traditional Chinese settlement patterns and its landscape gene mapping. Habitat International, 135: 102808. https://doi.org/10.1016/j.habitatint.2023.102808
Mekonnen, H., Bires, Z. and Berhanu, K. (2022). Practices and challenges of cultural heritage conservation in historical and religious heritage sites: Evidence from North Shoa Zone, Amhara Region, Ethiopia. Heritage Science, 10: 172. https://doi.org/10.1186/s40494-022-00802-6
Mulya, D. and Khodra, M. (2023). Biomedical event extraction using pre-trained SciBERT. Journal of Intelligent Systems, 32(1). https://doi.org/10.1515/jisys-2023-0021
Nawayai, S.S.M., Denan, Z. and Majid, N.H.A. (2020). Readaptation of Malay vernacular architecture for indoor thermal comfort in modern masjids towards a sustainable design. Planning Malaysia, 18(12). https://doi.org/10.21837/pm.v18i12.751
Prihatmanti, R. and Bahauddin, A. (2014). Indoor air quality in adaptively reused heritage buildings at a UNESCO world heritage site, Penang, Malaysia. Journal of Construction in Developing Countries, 19(1): 69–91.
Qin, R.J. and Leung, H.H. (2021). Becoming a traditional village: Heritage protection and livelihood transformation of a Chinese village. Sustainability, 13(4): 2331. https://doi.org/10.3390/su13042331
Rehman, T., Sanyal, D., Chattopadhyay, S., Bhowmick, P. and Das, P. (2023). Generation of highlights from research papers using pointer-generator networks and SciBERT embeddings. IEEE Access, 11: 91358–91374. https://doi.org/10.1109/ACCESS.2023.3292300
Revuelta, O.A. and Merino, F.L. (2014). Domes of adobe and stone on the rural architecture of centre of Castilla y León (Spain). In O. Abril and F. Lasheras (eds.), Vernacular Architecture: Towards a Sustainable Future. Boca Raton, FL: 434–443.
Setijanti, P., Defiana, I., Setyawan, W., Silas, J., Firmaningtyas, S. and Ernawati, R. (2015). Traditional settlement livability in creating sustainable living. Procedia – Social and Behavioral Sciences, 179: 204–211. https://doi.org/10.1016/j.sbspro.2015.02.423
Shao, Y. and Fu, J. (2012). Research on value-based integrated evaluation framework of historical and cultural towns and villages in China. City Planning Review, 36(2): 82–88.
Sun, Y., Zhai, B., Saierjiang, H. and Chang, H. (2022). Disaster adaptation evolution and resilience mechanisms of traditional rural settlement landscape in Xinjiang, China. International Journal of Disaster Risk Reduction, 73: 102869. https://doi.org/10.1016/j.ijdrr.2022.102869
Torfi, F. and Rashidi, A. (2011). Selection of project managers in construction firms using analytic hierarchy process (AHP) and Fuzzy TOPSIS: A case study. Journal of Construction in Developing Countries, 16(1): 69–89.
UNESCO (2018). Cultural heritage: 7 successes of UNESCO’s preservation work. Available at: https://www.unesco.org/en/cultural-heritage-7-successes-unescos-preservation-work [Accessed on 25 April 2024].
World Bank (2021). Integrating rural economic development with cultural heritage conservation in China. Available at: https://www.worldbank.org/en/results/2021/04/01/integrating-rural-economic-development-with-cultural-heritage-conservation-in-china [Accessed on 20 April 2024].
Xiao, Y., Zhao, J., Sun, S., Guo, L., Axmacher, J. and Sang, W. (2019). Sustainability dynamics of traditional villages: A case study in Qiannan Prefecture, Guizhou, China. Sustainability, 12(1): 314. https://doi.org/10.3390/su12010314
Xie, K., Zhang, Y. and Han, W. (2024). Architectural heritage preservation for rural revitalization: Typical case of traditional village retrofitting in China. Sustainability, 16(2): 681. https://doi.org/10.3390/su16020681
Xu, C., Zhou, W., Ge, T., Wei, F. and Zhou, M. (2020). BERT-of-Theseus: Compressing BERT by progressive module replacing. In B. Webber, T. Cohn, Y. He and Y. Liu (eds.), Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Stroudsburg, PA: Association for Computational Linguistics, 7859–7869. https://doi.org/10.18653/v1/2020.emnlp-main
Yang, Q. (2023). Research on the changes in cultural landscape of tourist-type traditional Chinese villages from the perspective of cultural memory: Taking Anzhen Village in Chongqing as an example. Land, 12(4): 816. https://doi.org/10.3390/land12040816
Zhang, H. (2022). The spatial distribution and evolution of traditional villages based on remote sensing technology. Mobile Information Systems, 1: 8022002. https://doi.org/10.1155/2022/8022002
Zhuge, M., Gao, D., Fan, D.-P., Jin, L., Chen, B., Zhou, H., Qiu, M. and Shao, L. (2021). Kaleido-BERT: Vision-language pre-training on fashion domain. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 12642–12652. https://doi.org/10.1109/cvpr46437.2021.01246