基于无人机的城市绿地地表温度变化分析

Q3 Social Sciences
Su-Been Lee, Sung-Ho Kil, Young-Jo Yun, Y. Choi
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引用次数: 0

摘要

背景与目的:城市热岛效应是夏季城市环境问题的典型代表。本研究旨在利用无人机(UAV)拍摄的高分辨率图像定量确定地表温度(ST),并根据空间特征(针叶树、落叶树、灌木、草、金属雕塑、人行道)分析地表温度的时间序列变化。方法:本研究通过无人机飞行和拍摄,建立并获取UGSs的ST数据,并使用Pix4D程序生成该数据的正射影像。此外,利用ArcGIS (v10.3.1)软件,通过对比野外调查获得的RGB正影像和绿地状态数据(树木和设施位置),绘制绿地类型图,对绿地进行土地覆盖类型分类。对GS型ST分布进行分析,并通过单因素方差分析验证统计学显著性。结果:作为植被的针叶树、落叶树、灌木和草的温度均低于铺装路面:针叶树的温度低于铺装路面4.1 ~ 12.5℃;落叶乔木3.0 ~ 10.8℃;灌木3.4 ~ 11.2℃;草为1.7-8.1℃。此外,温度随时间变化最大的是金属雕塑(28.1℃),其次是路面(20.4℃)、草地(19.4℃)、灌木(14.0℃)、针叶树(13.3℃)和落叶树(13.0℃)。结论:基于本研究结果,从改善城市热环境的角度出发,有必要考虑GS的组成部分,对UGS进行有效的规划和管理。不充分和不系统的规划和管理可能会使GSs的功能恶化。因此,有必要从改善城市热环境的角度来确定和评价GSs的ST特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Analysis of Surface Temperature Changes for Urban Green Space using Unmanned Aerial Vehicles
Background and objective: The urban heat island (UHI) effect is recognized as a representative environmental problem that occurs in cities in summer. This study aimed to quantitatively determine the surface temperature (ST) of UGSs using high-resolution images taken by an unmanned aerial vehicle (UAV), and analyze time-series changes in ST according to spatial characteristics (conifers, deciduous trees, shrubs, grass, metal sculptures, pavements).Methods: In this study, ST data of UGSs were established and acquired through UAV flight and filming, and orthoimages of such data were produced using the Pix4D program. In addition, by comparing RGB orthoimages and green space status data (location of trees and facilities) obtained from field surveys, a green-space type map was prepared using ArcGIS (v10.3.1) software to classify land cover types in green spaces (GSs). ST distribution by GS type was analyzed and statistical significance was verified through one-way ANOVA.Results: As a result, the ST of conifers, deciduous trees, shrubs, and grass, which are vegetation, was found to be lower than that of paved roads: for conifers, 4.1-12.5℃ lower than paved roads; for deciduous trees, 3.0-10.8℃; for shrubs 3.4-11.2℃; and for grass 1.7-8.1℃. In addition, the variations in ST over time were greatest for metal sculptures (28.1℃), followed by pavement (20.4℃), grass (19.4℃), shrubs (14.0℃), conifers (13.3℃), and deciduous trees (13.0℃).Conclusion: Based on the results of this study, it is necessary to consider the components of GS for the efficient planning and management of UGS in terms of improving the urban thermal environment. Insufficient and unsystematic planning and management of UGSs may deteriorate the function of GSs. Therefore, it is necessary to determine and evaluate the ST characteristics of GSs in terms of improving the urban thermal environment.
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来源期刊
Journal of People, Plants, and Environment
Journal of People, Plants, and Environment Social Sciences-Urban Studies
CiteScore
1.10
自引率
0.00%
发文量
42
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