Investigating the relationship between air temperature and the intensity of urban development using on-site measurement, satellite imagery and machine learning

被引：0
|
作者：
Lau, Tsz-Kin [1 ]
Lin, Tzu-Ping [1 ]
机构：
[1] Department of Architecture, National Cheng Kung University, 1 University Rd., East Dist., Tainan,701, Taiwan
来源：
Sustainable Cities and Society | 2024年 / 100卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
60
引用
收藏
相关论文
共 50 条
  • [1] Investigating the relationship between air temperature and the intensity of urban development using on-site measurement, satellite imagery and machine learning
    Lau, Tsz-Kin
    Lin, Tzu-Ping
    SUSTAINABLE CITIES AND SOCIETY, 2024, 100
  • [2] Quantifying urban flood extent using satellite imagery and machine learning
    Composto, Rebecca W.
    Tulbure, Mirela G.
    Tiwari, Varun
    Gaines, Mollie D.
    Caineta, Julio
    NATURAL HAZARDS, 2025, 121 (01) : 175 - 199
  • [3] Urban building extraction using satellite imagery through Machine Learning
    Prakash, P. S.
    Soumya, K. D.
    Bharath, H. A.
    2018 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI), 2018, : 1670 - 1675
  • [4] Flood Detection in Urban Areas Using Satellite Imagery and Machine Learning
    Tanim, Ahad Hasan
    McRae, Callum Blake
    Tavakol-Davani, Hassan
    Goharian, Erfan
    WATER, 2022, 14 (07)
  • [5] Investigating the relationship between urban sprawl and urban heat island using remote sensing and machine learning approaches
    Rana, Biswarup
    Bandyopadhyay, Jatisankar
    Halder, Bijay
    THEORETICAL AND APPLIED CLIMATOLOGY, 2024, 155 (05) : 4139 - 4160
  • [6] Investigating the relationship between urban sprawl and urban heat island using remote sensing and machine learning approaches
    Biswarup Rana
    Jatisankar Bandyopadhyay
    Bijay Halder
    Theoretical and Applied Climatology, 2024, 155 : 4161 - 4188
  • [7] Exploring the relationship between air temperature and urban morphology factors using machine learning under local climate zones
    Fan, Chengliang
    Zou, Binwei
    Li, Jianjun
    Wang, Mo
    Liao, Yundan
    Zhou, Xiaoqing
    CASE STUDIES IN THERMAL ENGINEERING, 2024, 55
  • [8] PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning
    Amina Asif
    Muhammad Dawood
    Bismillah Jan
    Javaid Khurshid
    Mark DeMaria
    Fayyaz ul Amir Afsar Minhas
    Neural Computing and Applications, 2020, 32 : 4821 - 4834
  • [9] PHURIE: hurricane intensity estimation from infrared satellite imagery using machine learning
    Asif, Amina
    Dawood, Muhammad
    Jan, Bismillah
    Khurshid, Javaid
    DeMaria, Mark
    Minhas, Fayyaz ul Amir Afsar
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (09): : 4821 - 4834
  • [10] Mapping soil arsenic pollution at a brownfield site using satellite hyperspectral imagery and machine learning
    Jia, Xiyue
    Hou, Deyi
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 857
12345