The Evaluation offered On this review reveals the existence of intercorrelations amid specified spatial excellent indicators over the Macau Peninsula. Supplied the complexity of categorizing many indicators, a classification system determined by only one indicator is inadequate for a comprehensive description. Thus, a holistic solution that considers several variables is required.
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Table 4. Matrix of coefficients in the principal ingredient scores for the spatial top quality of streets. Table 4. Matrix of coefficients in the principal part scores to the spatial high quality of streets.
This research’s limitation lies in its unique give attention to the crafted atmosphere inside of complex, high-density urban areas, neglecting person perceptions. Long term investigate could broaden on the conclusions of this research by incorporating the GWPCA system proposed by Wu [ninety] for assessing community Visible properties and spatial heterogeneity. Moreover, long run scientific tests could check out this by inspecting person psychological aspects such as the accessibility of green spaces, environmentally friendly Place distribution, protection perception, and mental health, especially within the context of Macau’s substantial-density city natural environment.
The fourth cluster includes two indicators: Avenue enclosure (SE) and accessibility of pavement (AP). This cluster concentrates on the urban Avenue landscape interface ailments, correlating with the final results of the principal component analysis revealed in Desk three, the place these indicators rank large during the rating and contribution fee in the initial principal component.
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Use Shannon’s variety index (SHDI) to estimate the mixing degree of varied POIs to replicate the variety of services.
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