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    Wyświetlanie 1-5 z 5
    Tytuł:
    Measuring Objective Walkability from Pedestrian-Level Visual Perception Using Machine Learning and GSV in Khulna, Bangladesh
    Autorzy:
    Biswas, Gitisree
    Roy, Tusar Kanti
    Powiązania:
    https://bibliotekanauki.pl/articles/27314274.pdf
    Data publikacji:
    2023
    Wydawca:
    Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
    Tematy:
    walkability
    streetscapes features
    visual perception
    machine learning
    Google Street View (GSV)
    Opis:
    Walkability entails measuring the degree of walking activity, a non-motorized mode of active transportation crucial in fast-developing urban settings and combating sedentary lifestyles. While there has been extensive objective research focusing on factors related to the physical environment that influence walkability, there has been a comparatively limited exploration into objectively evaluating a pedestrian’s visual perception. This study in Khulna, Bangladesh, aimed to develop a novel method for objectively measuring walkability based on pedestrian-level visual perception using machine learning. In this research, ResNet, a computer vision model, analyzed 127 panoramic Google Street View images taken at 200-meter intervals from seven major roads. The model, trained with the “deeplabv3plusResnet18CamVid” algorithm, quantified five selected visual features. The results, including walkability rankings, correlation analysis, and spatial mapping, highlighted that greenery and visual enclosures significantly influenced the walkability index. However, the impact of other visual features was less distinctive due to an overall poor streetscape condition. This study bridged the gap between human perception and scientific intelligence, allowing for the evaluation of previously “unmeasurable” streetscape designs. It provides valuable insights for more human-centered planning and transportation strategies, addressing the challenges of modern urbanization and sedentary behavior.
    Źródło:
    Geomatics and Environmental Engineering; 2023, 17, 6; 5--34
    1898-1135
    Pojawia się w:
    Geomatics and Environmental Engineering
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Evaluation of walkability on Gulangyu based on residents perceptions
    Autorzy:
    Shi, Yi
    Harumain, Yong Adilah Shamsul
    Mohidin, Hazrina Haja Bava
    Powiązania:
    https://bibliotekanauki.pl/articles/27314065.pdf
    Data publikacji:
    2023
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    pedestrian perception
    landscape environment
    heritage area
    percepcja pieszych
    Opis:
    As a heritage site, Gulangyu has a unique character and importance in its community function. Most heritage sites in China are car-free destinations where walking is the primary mode of transport and a medium of interaction in residents' daily lives. This study investigates residents' perceived evaluations of the landscape environment and residents' walking behaviour using descriptive statistics, correlation and logistic regression analysis to derive relationship between landscape and walking behaviour. The aim is to derive the landscape factors that influence walking behaviour and improve the basis for enhancing the walkability of Gulangyu. The results show that function is most strongly correlated with purposeful walking. And the recreational walkers are influenced by a combination of function, safety, comfort, aesthetics and pleasantness.
    Źródło:
    Transport Problems; 2023, 18, 1; 203--216
    1896-0596
    2300-861X
    Pojawia się w:
    Transport Problems
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    The Role of Fall Prophylaxis in the Quality of Life of the Geriatric Patients
    Autorzy:
    Nadobnik, Filip
    Powiązania:
    https://bibliotekanauki.pl/articles/1339370.pdf
    Data publikacji:
    2021
    Wydawca:
    Uniwersytet Szczeciński. Wydawnictwo Naukowe Uniwersytetu Szczecińskiego
    Tematy:
    ageing
    public health
    quality of life
    physical activity
    walkability
    geriatric patients
    falls
    Opis:
    Elderly people are not only more susceptible to disease, but they are also at a higher risk of sustaining accidents such as falls, which definitely affects the quality of human life. Aging, in other words, carries with it an increased danger of illness and injuries, including those caused by falling. Research referred to in this article consisted in collecting and analyzing anonymized data of 411 geriatric patients admitted to a hospital in Berlin, Germany, over a period of six months, between January and June 2020, and attempted to look at how fall prophylaxis can reduce the overall healthcare costs generated by senior citizens. Of the 411 geriatric patients, 105, aged between 49 and 97 (69 females and 36 males), sustained injuries due to falling and made up 34.3% of all geriatric patients. Conclusions that the author arrived at can prove useful to determine the importance of the prevention of falls of older people in reducing the complications resulting from falls. The overall costs of senior citizens' health care were also taken into consideration. Therefore, solutions should be sought to reduce the number of falls of older people. Falls are an important public health problem causing suffering for elderly patients, worsening the comfort of further life and additionally generating relatively high costs for the economy.
    Źródło:
    Central European Journal of Sport Sciences and Medicine; 2021, 33, 1; 43-52
    2300-9705
    2353-2807
    Pojawia się w:
    Central European Journal of Sport Sciences and Medicine
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Concepts of "Biophilia" and "Livability" in the context of social perception of public space in cities
    Autorzy:
    Jaszczak, Agnieszka
    Kristianova, Katarina
    Wasilewska, Olga
    Dunisijevic-Bojovic, Danijela
    Powiązania:
    https://bibliotekanauki.pl/articles/370440.pdf
    Data publikacji:
    2020
    Wydawca:
    Zachodniopomorski Uniwersytet Technologiczny w Szczecinie. Wydawnictwo Uczelniane ZUT w Szczecinie
    Tematy:
    biophilia
    livability
    walkability
    multisensing
    smellscapes
    soundscapes
    sustainability
    Opis:
    The work concerns the concept of biophilia and livability in the planning of public space and using that space by urban residents. The authors refer to theories discussing human-nature co-relations and sustainable planning. Nature-based solutions and multisensory of space issues are also presented, and examples of pro-ecological programs and solutions in cities are given. The work is the result of initial research undertaken by scientists from Poland, Slovakia, and Serbia, and carried out as part of larger research in the COST Action CA13177 Circular City - Implementing nature-based solutions for creating a resourceful circular city.
    Źródło:
    Przestrzeń i Forma; 2020, 42; 133-146
    1895-3247
    2391-7725
    Pojawia się w:
    Przestrzeń i Forma
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    A decision support tool for a walkable integrated neighbourhood design using a multicriteria decision-making method.
    Autorzy:
    Keyvanfar, A.
    Shafaghat, A.
    Lamit, H.
    Powiązania:
    https://bibliotekanauki.pl/articles/196315.pdf
    Data publikacji:
    2018
    Wydawca:
    Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
    Tematy:
    walkability
    walkable city
    assessment model
    pedestrian behavior
    decision tree
    decision support tool
    dostępność piesza
    piesze miasto
    model oceny
    zachowanie pieszych
    drzewo decyzyjne
    narzędzie wspomagania decyzji
    Opis:
    Growing concern about transportation emissions and energy security has persuaded urban professionals and practitioners to pursue non-motorized urban development. They need an assessment tool to measure the association between the built environment and pedestrians’ walking behaviour more accurately. This research has developed a new assessment tool called the Walkable Integrated Neighbourhood Design (WIND) support tool, which interprets the built environment’s qualitative variables and pedestrians’ perceptual qualities in relation to quantifiable variables. The WIND tool captures and forecasts pedestrians’ mind mapping, as well as sequential decision-making during walking, and then analyses the path walkability through a decision-tree-making (DTM) algorithm on both the segment scale and the neighbourhood scale. The WIND tool measures walkability by variables clustered into five features, 11 criteria and 92 subcriteria. The mind-mapping analysis is presented in the form of a ‘Walkability_DTM-Mind-mapping sheet’ for each destination and the overall neighbourhood. The WIND tool is applicable to any neighbourhood cases, although it was applied to the Taman Universiti neighbourhood in Malaysia. The tool’s outputs aid urban designers to imply adaptability between the neighbourhood environment and residents’ perceptions, preferences and needs.
    Źródło:
    Zeszyty Naukowe. Transport / Politechnika Śląska; 2018, 100; 45-68
    0209-3324
    2450-1549
    Pojawia się w:
    Zeszyty Naukowe. Transport / Politechnika Śląska
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
      Wyświetlanie 1-5 z 5

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