A GIS-based Evaluation of Urban Livability using Factor Analysis and a Combination of Environmental and Socio-economic Indicators

Najafi, Ehsan; Hosseinali, Farhad; Najafi, Mohammad Mahdi; Sharifi, Alireza

doi:10.1007/s41651-024-00188-y

J geovis spat anal

2024

DOI: 10.1007/s41651-024-00188-y

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A GIS-based Evaluation of Urban Livability using Factor Analysis and a Combination of Environmental and Socio-economic Indicators

Ehsan Najafi,

Farhad Hosseinali,

Mohammad Mahdi Najafi

et al.

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Cited by 2 publications

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Strategy and Practice Research on Teaching Quality Improvement of Brand Design Course Cluster for Rural Culture Revitalization in the Digital Era

Lin,

Shi

2024

Applied Mathematics and Nonlinear Sciences

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The implementation of a rural revitalization strategy promotes the branding development of rural cultural industry and its local characteristics, and “branding agriculture” has become an important engine for upgrading and development of rural industry. The article establishes the teaching framework for the brand design course group with the concept of CDIO engineering education. Factor analysis and structural equation modeling are employed to examine the specific factors that affect the improvement of teaching quality in the brand design course group. The empirical data was obtained through questionnaires, and the public factors were obtained based on exploratory and validation factor analysis. Then, structural equation modeling was used to analyze the influence effects of the variables. The cumulative contribution of the variance of the six common factors extracted by factor analysis to the teaching quality of the brand design course group reaches 79.061%. The goodness of fit of the structural equation model meets the modeling needs, in which the path coefficient of teacher quality on teaching quality is 0.789. The coefficient of the indirect influence effect on teaching content is 0.211. The primary goal of improving the teaching quality of the brand design course group is to establish a high-quality teacher team as a way to help students understand and grasp the connotations of rural culture.

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Strategy and Practice Research on Teaching Quality Improvement of Brand Design Course Cluster for Rural Culture Revitalization in the Digital Era

Lin,

Shi

2024

Applied Mathematics and Nonlinear Sciences

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Luxury Effect, Heritage Effect, and Land Use Hypotheses Revealing Land Cover Distribution in Hainan Island, China

Zhu,

Li,

Yuan

et al. 2024

Sustainability

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Land cover analysis is a key method used to understand past land use patterns and explore the driving forces and processes behind them. This study focuses on land cover in 18 counties and cities of Hainan Island, delving into the driving factors of land cover in specific areas of Hainan Island, including the southern, northern, eastern, western, inland, and coastal regions. The effects of socio-economic factors, landscape pattern, and urban functional units on land cover are considered, and three hypotheses are proposed to explain the observed trends. The results indicate that house prices are positively correlated with construction area, woodlands land, and urban green space, thereby supporting the luxury effect hypothesis on land cover. In addition, construction age was negatively correlated with the woodlands area, confirming the role of the inverse legacy effect hypothesis in land cover. Other relationships between urban functional units and land cover emphasized the importance of the land use hypothesis in land cover planning. These results will help decision-makers and managers to better understand the current drivers of land cover, allowing for a more scientific basis when planning and managing urban land cover.

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A GIS-based Evaluation of Urban Livability using Factor Analysis and a Combination of Environmental and Socio-economic Indicators

Cited by 2 publications

References 61 publications

Strategy and Practice Research on Teaching Quality Improvement of Brand Design Course Cluster for Rural Culture Revitalization in the Digital Era

Strategy and Practice Research on Teaching Quality Improvement of Brand Design Course Cluster for Rural Culture Revitalization in the Digital Era

Luxury Effect, Heritage Effect, and Land Use Hypotheses Revealing Land Cover Distribution in Hainan Island, China

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