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变革的景观:利用先进的建模和感知分析解码大学对城市化的影响。

Transforming landscapes: Decoding the impact of universities on urbanization using advanced modeling and perception analysis.

机构信息

Department of Geography, Hong Kong Baptist University, Kowloon, Hong Kong.

David C Lam Institute for East-West Studies, Hong Kong Baptist University, Kowloon, Hong Kong.

出版信息

PLoS One. 2024 Oct 16;19(10):e0302362. doi: 10.1371/journal.pone.0302362. eCollection 2024.

Abstract

Universities play a crucial role in urban economic and structural development. The government of Bangladesh has undertaken the initiative to establish a public university in each of the 64 districts. These newly founded universities have the potential to impact urban growth significantly. We aimed to project university-induced urban expansion to address this knowledge gap and identify the mechanisms driving urban growth. The classification of supervised and unsupervised methods was employed to analyze urban development for the years 2000, 2010, 2016, and 2022. We used the Cellular Automata and Markov Chain approach to forecast future urban growth and land transition capacity. Additionally, the driving factors and selection of the study area were derived from Focus Group Discussions (FGD), Key Informant Interviews (KII), Probit Model, and Perception Index (PI). The findings of this study reveal a 1.6% urban growth rate within ten years of the establishment of the university, while urban expansion accelerated to 29.78% after ten years. The predictions also indicate a sustained urban growth rate of 4.7% by 2042. Furthermore, the PI index demonstrates that the establishment of the university has resulted in high demand for rental housing, serving as one of the primary drivers of urban expansion. Moreover, the Probit model highlights strong economic capability, proximity to the town, railway station, hospital, and easy access to credit as vital facilitators behind the drivers of urban expansion. Policymakers, the scientific community, and urban planners can benefit from this study in pursuing sustainable city development through university establishment.

摘要

大学在城市经济和结构发展中发挥着关键作用。孟加拉国政府已着手在 64 个区中的每一个区建立一所公立大学。这些新成立的大学有可能对城市增长产生重大影响。我们旨在预测大学引发的城市扩张,以填补这一知识空白,并确定推动城市增长的机制。我们采用有监督和无监督的方法对 2000 年、2010 年、2016 年和 2022 年的城市发展进行了分析。我们使用元胞自动机和马尔可夫链方法来预测未来的城市增长和土地转换能力。此外,驱动因素和研究区域的选择来自焦点小组讨论(FGD)、关键知情者访谈(KII)、概率模型和感知指数(PI)。这项研究的结果表明,在大学成立后的十年内,城市增长率为 1.6%,而十年后,城市扩张速度加快到 29.78%。预测还表明,到 2042 年,城市增长率将持续保持在 4.7%。此外,PI 指数表明,大学的建立导致了对租赁住房的高需求,这是城市扩张的主要驱动因素之一。此外,概率模型突出了经济能力强、靠近城镇、火车站、医院以及获得信贷的便利性是城市扩张驱动因素背后的重要促进因素。决策者、科学界和城市规划者可以从这项研究中受益,通过建立大学来追求可持续的城市发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/31ae/11482722/ef7a7d39c404/pone.0302362.g001.jpg

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