津巴布韦哈拉雷城市热行为的季节性评估及其与土地利用模式的联系

IF 2.7 Q2 MULTIDISCIPLINARY SCIENCES
DMSLB Dissanayake , Takehiro Morimoto , Manjula Ranagalage , Yuji Murayama
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引用次数: 0

摘要

利用2005年和2019年的Landsat 2级数据,研究了津巴布韦哈拉雷土地利用和土地覆盖(LULC)的季节变化及其对地表热环境(LSTE)的影响。分析的重点是两个不同的季节;炎热(九月中旬至十一月中旬)和凉爽(五月中旬至九月中旬)。地表温度(LST)通过辐射和大气校正得到,LULC分类采用随机森林方法。结果显示,所有季节的平均地表温度都有所上升,从2005年凉爽季节的23.15°C上升到2019年炎热季节的32.28°C。住宅面积大幅扩大(2005年为43.2%,2019年为58.4%),主要是以牺牲绿地和裸地为代价的。季节变化表明,裸地地表温度强度最高,从2005年的5.8°C增加到2019年的7.5°C,而绿地则表现出降温效应,尽管覆盖面积减少。该研究强调了城市扩张对地表温度的重要影响,并强调了可持续城市规划战略的必要性,如绿色基础设施和紧凑型发展,以减轻热应力。研究结果为城市规划者提供了可行的见解,以应对哈拉雷等热带城市的城市高温和环境退化带来的日益严峻的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A seasonal assessment of urban thermal behavior and its links to land use patterns in Harare, Zimbabwe
This study explores the seasonal changes of land use and land cover (LULC) changes and their influence on the land surface thermal environment (LSTE) in Harare, Zimbabwe, using Landsat Level 2 data for 2005 and 2019. The analysis focuses on two distinct seasons; hot (mid-September to mid-November) and cool (mid-May to mid-September). Land Surface Temperature (LST) was derived through radiometric and atmospheric corrections, while LULC classification employed the Random Forest method. Results revealed a rise in mean LST across all seasons, from 23.15 °C in the 2005 cool season to 32.28 °C in the 2019 hot season. Residential areas expanded significantly (43.2 % in 2005 to 58.4 % in 2019), primarily at the expense of green spaces and bare lands. Seasonal variations showed that bare lands exhibited the highest LST intensity, increasing from 5.8 °C in 2005 to 7.5 °C in 2019, while green spaces demonstrated cooling effects, albeit with reduced coverage. The research highlights the critical impact of urban expansion on LST and underscores the need for sustainable urban planning strategies, such as green infrastructure and compact development, to mitigate thermal stress. The findings provide actionable insights for urban planners to address the growing challenges posed by urban heat and environmental degradation in tropical cities like Harare.
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来源期刊
Scientific African
Scientific African Multidisciplinary-Multidisciplinary
CiteScore
5.60
自引率
3.40%
发文量
332
审稿时长
10 weeks
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