XGBoost-Based Analysis of the Relationship Between Urban 2-D/3-D Morphology and Seasonal Gradient Land Surface Temperature

被引：0
|
作者：
Ma, Xinyue [1 ]
Yang, Jun [1 ,2 ]
Zhang, Rui [1 ]
Yu, Wenbo [3 ]
Ren, Jiayi [3 ]
Xiao, Xiangming [4 ]
Xia, Jianhong [5 ]
机构：
[1] Northeastern University, Jangho Architecture College, Urban Climate and Human Settlements Research' Lab, Shenyang,110169, China
[2] Liaoning Normal University, Human Settlements Research Center, Dalian,116029, China
[3] Northeastern University, School of Humanities and Law, Shenyang,110169, China
[4] University of Oklahoma, Center for Earth Observation and Modeling, Department of Microbiology and Plant Biology, Norman,OK,73019, United States
[5] Curtin University, School of Earth and Planetary Sciences (EPS), Perth,65630, Australia
来源：
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2024年 / 17卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：4109 / 4124
相关论文
共 50 条
  • [1] XGBoost-Based Analysis of the Relationship Between Urban 2-D/3-D Morphology and Seasonal Gradient Land Surface Temperature
    Ma, Xinyue
    Yang, Jun
    Zhang, Rui
    Yu, Wenbo
    Ren, Jiayi
    Xiao, Xiangming
    Xia, Jianhong
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 4109 - 4124
  • [2] Influence of 2-D/3-D Urban Morphology on Diurnal Land Surface Temperature From the Perspective of Functional Zones
    Zhang, Qianmin
    Yang, Jun
    Ma, Xinyue
    Xin, Jiaxing
    Ren, Jiayi
    Yu, Wenbo
    Xiao, Xiangming
    Xia, Jianhong
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 17036 - 17051
  • [3] Complexity of the relationship between 2D/3D urban morphology and the land surface temperature: a multiscale perspective
    Liu, Yu
    Wang, Zhipeng
    Liu, Xuan
    Zhang, Baolei
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (47) : 66804 - 66818
  • [4] Complexity of the relationship between 2D/3D urban morphology and the land surface temperature: a multiscale perspective
    Yu Liu
    Zhipeng Wang
    Xuan Liu
    Baolei Zhang
    Environmental Science and Pollution Research, 2021, 28 : 66804 - 66818
  • [5] Exploring the Impact of 2-D/3-D Building Morphology on the Land Surface Temperature:A Case Study of Three Megacities in China
    Li, Xiaorui
    Yang, Bisheng
    Xu, Gang
    Liang, Fuxun
    Jiang, Tengping
    Dong, Zhen
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 4933 - 4945
  • [6] Exploring the impact of 2-D/3-D building morphology on the land surface temperature: A case study of three megacities in China
    Li, Xiaorui
    Yang, Bisheng
    Xu, Gang
    Liang, Fuxun
    Jiang, Tengping
    Dong, Zhen
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14 : 4933 - 4945
  • [7] The Relationship Between Urban 2-D/3-D Landscape Pattern and Nighttime Light Intensity
    Wu, Bin
    Yang, Chengshu
    Chen, Zuoqi
    Wu, Qiusheng
    Yu, Siyi
    Wang, Congxiao
    Li, Qiaoxuan
    Wu, Jianping
    Yu, Bailang
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 15 : 478 - 489
  • [8] Spatio-temporal analysis of the relationship between 2D/3D urban site characteristics and land surface temperature
    Berger, C.
    Rosentreter, J.
    Voltersen, M.
    Baumgart, C.
    Schmullius, C.
    Hese, S.
    REMOTE SENSING OF ENVIRONMENT, 2017, 193 : 225 - 243
  • [9] 2-D patterns for 3-D surface matching
    Johnson, AE
    ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : D506 - D509
  • [10] Exploring the relationship between the 2D/3D architectural morphology and urban land surface temperature based on a boosted regression tree: A case study of Beijing, China
    Li, Zhen
    Hu, Dan
    SUSTAINABLE CITIES AND SOCIETY, 2022, 78
12345