Spatial Cognitive Modeling of the Site Selection for Traditional Rural Settlements: A Case Study of Kengzi Village, Southern China

Yang, Xi; Pu, Fuan

doi:10.1061/(asce)up.1943-5444.0000616

Cited by 14 publications

(11 citation statements)

References 40 publications

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“…Create a relaxed and quiet cemetery atmosphere for living. The ecological environment of the cemetery should also be protected and restored, starting with the coverage of green plants and the creation of water sources, improving the coverage rate of green space, planting shrubs, jungles, flower fields, etc., to build the ecological construction of the cemetery [15][16]. In addition, the combination of the cemetery with tourism and agriculture can also provide economic benefits for the development of Anwar village.…”

Section: Improve the Resources Of Village Public Welfare Cemetery And...mentioning

confidence: 99%

Research on the Development Strategy of Traditional Tourism Villages from the Perspective of Symbiosis Theory—Take Anhua Village in Shaoxing City as an Example

2023

tmte

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With the accelerated development of urbanization, traditional villages have gradually become marginal areas in the process of urbanization, and the contradictions between cities and traditional villages have become increasingly intensified. As a new research theory, symbiosis theory has been applied to many disciplines such as biology and economics, and it has also been widely applied in the process of village planning, mainly in the reconstruction planning of urban villages and villagers' living places in villages, etc. However, there is still a lack of research on the planning and reconstruction of traditional villages under the guidance of tourism. Anhua Village in Shaoxing, as a model of traditional villages in Shaoxing City, integrates the commonness and individuality of village tourism. Taking Anhua Village as an example, this paper explores the development possibility of symbiotic strategy between village construction and tourism development based on the three elements of symbiotic theory, namely, symbiotic unit, symbiotic mode and symbiotic environment.

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Section: Improve the Resources Of Village Public Welfare Cemetery And...mentioning

confidence: 99%

Research on the Development Strategy of Traditional Tourism Villages from the Perspective of Symbiosis Theory—Take Anhua Village in Shaoxing City as an Example

2023

tmte

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“…Untuk mengatasi permasalahan tersebut dalam artikel ini potensi pengembangan penggunaan lahan yang merupakan simulasi pemilihan ruang hidup untuk masyarakat lebih dioptimalkan sesuai dengan aturan tata ruang yang sesuai dengan lahan tersebut. Hasil penelitian pada artikel ini menunjukkan bahwa dengan menggunakan fitur pengenalan spasial dan regresi menghasilkan karakteristik spasial yang memiliki keunggulan untuk mengatasi permasalahan masyarakat dalam hal pemilihan karakteristik spasial (Yang & Pu, 2020).…”

Section: Tinjauan Pustakaunclassified

Perencanaan Pembangunan Infrastruktur Perdesaan: Kajian Pustaka Terstruktur

Fitrianti

Romadhan

Salahudin

2022

JP2WD

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This study aims to provide an understanding of village development planning in the infrastructure sector using the literature review method, which is to review and re-read the main ideas on the same topic and then add arguments and the author's views or opinions on the topic to be raised. On the other hand, by using a review system like this, authors can also see the shortcomings of previous researchers so that they can formulate and improve regularly. This research reveals that in village development planning currently, it is necessary to have an effective plan and of course produce good planning. Therefore, this study aims to provide a critical review of several articles published on Scopus and categorize themes or concepts related to the study of village development planning. Through descriptive analysis, this study uses a literature review method using VOSviewer software and produces 267 articles indexed by Scopus. Furthermore, this research deals with dominant themes such as rural area, land, rural development. The result and discussion are related to the theme of village development planning in the infrastructure sector, showing that there are 145 concepts in the study of village development planning.

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“…However, the recent trend is applying machine learning to urban planning. This multidisciplinary field leverages vast data sets and continuously refines results based on set rules, allowing effective handling of site selection issues by simulating suitable locations based on influential factors [1,2]. Moreover, machine learning can be integrated with image data for refined research, enabling identification of image features and semantic segmentation of streetscape images [3,4].…”

Section: Introductionmentioning

confidence: 99%

Deep Learning-Based Approach for Optimizing Urban Commercial Space Expansion Using Artificial Neural Networks

Yang,

Zhao,

et al. 2024

Preprint

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Amid escalating urbanization, devising rational commercial space layouts is a critical challenge. Leveraging machine learning, this study uses a Back-propagation (BP) neural network to optimize commercial spaces in Weinan City's central urban area. The results indicate an increased number of commercial facilities with a trend of multi-centered agglomeration and outward expansion. Based on these findings, we propose a strategic framework for rational commercial space development emphasizing aggregation centers, development axes, and spatial guidelines. This strategy provides valuable insights for urban planners in small and medium-sized cities in the Yellow River Basin and metropolitan areas, ultimately showcasing the power of machine learning in enhancing urban planning.

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Spatial Cognitive Modeling of the Site Selection for Traditional Rural Settlements: A Case Study of Kengzi Village, Southern China

Cited by 14 publications

References 40 publications

Research on the Development Strategy of Traditional Tourism Villages from the Perspective of Symbiosis Theory—Take Anhua Village in Shaoxing City as an Example

Research on the Development Strategy of Traditional Tourism Villages from the Perspective of Symbiosis Theory—Take Anhua Village in Shaoxing City as an Example

Perencanaan Pembangunan Infrastruktur Perdesaan: Kajian Pustaka Terstruktur

Deep Learning-Based Approach for Optimizing Urban Commercial Space Expansion Using Artificial Neural Networks

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