Type Identification of Land Use in Metro Station Area Based on Spatial-Temporal Features Extraction of Human Activities

Article Ecology

Large-scale automatic identification of urban vacant land using semantic segmentation of high-resolution remote sensing images

Lingdong Mao et al.

Summary: Urban vacant land is a global issue, and most research has focused on small-scale city areas. This study proposes a large-scale automatic identification framework based on high-resolution remote sensing images to address the challenges of cost and variability. The framework achieves high accuracy and efficiency compared to the manual identification method, and maintains strong performance in different cities.

LANDSCAPE AND URBAN PLANNING (2022)

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Article Urban Studies

Communication value of urban space in the urban planning process on the example of a Polish city

Krystyna Kurowska et al.

Summary: The main objective of the study was to determine the communication value of urban space by defining the concept of public transport communication value and developing a method to determine it. The results of the study indicated that the proposed method supports the identification of areas with high communication value and areas where public transport needs improvement.

CITIES (2021)

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Article Physics, Multidisciplinary

Mining metro commuting mobility patterns using massive smart card data

Juan Yong et al.

Summary: With the development of society and economy, the metro has become an essential component of urban transportation system. Commuters prefer the metro due to its punctuality, high speeds, and lack of congestion compared to other modes of transportation. By identifying metro commuters and mining their commuting mobility patterns, service quality can be improved, public transit use can be promoted, and operational scheduling can be optimized.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2021)

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Article Geography, Physical