孟加拉国库尔纳市城市化引发的热浪风险评估:地表温度、气候趋势和预测的30年分析

Nusrat Jahan Suborna , Raian Islam Evan , Mostafa Jaman Rabby , Maksudur Rahman , Arabe Khan , Md Mahmudul Hasan Rakib , Rahat Khan , Irteja Hasan , Dhiman Kumer Roy
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引用次数: 0

摘要

本研究利用卫星图像和统计方法分析了1993年至2023年孟加拉国库尔纳的地表温度(LST)和土地利用土地覆盖(LULC)的变化,探讨了城市化如何影响热浪风险。在30年期间,平均地表温度上升了7°C,库尔纳的23.7% %现在被列为过热区。Mann-Kendall (MK)检验和Sen’s slope (SS)估计证实了显著的变暖趋势,特别是在最温暖的月份。Pearson相关(PC)分析表明,温度和湿度呈负相关,加剧了热浪的严重程度。LULC结果显示,城市化面积扩大了约三倍,而植被覆盖却减少了近50% %。利用基于黄土的季节趋势分解和自回归综合移动平均(STL‐ARIMA)模型,该研究预测了未来五年超过36°C的额外29个热浪天。这一预测表明,在城市快速增长和自然空间减少的驱动下,城市热岛效应可能会加剧,从而加剧与热有关的危害。研究结果支持了库尔纳需要制定可持续城市发展战略,例如增加绿化覆盖和改善水资源管理,以便为旨在减轻城市不断扩大的城市环境中不断上升的高温风险的政策干预提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Urbanization induced heat wave risk assessment of Khulna City, Bangladesh: A 30-years analysis of land surface temperature, climate trends and forecasting

Urbanization induced heat wave risk assessment of Khulna City, Bangladesh: A 30-years analysis of land surface temperature, climate trends and forecasting
This study examines how urbanization has influenced heatwave risk in Khulna, Bangladesh, from 1993 to 2023 by analyzing changes in land surface temperature (LST) and land use land cover (LULC) using satellite imagery and statistical methods. Over the 30‐year period, mean LST rose by 7 °C, with 23.7 % of Khulna now classified as an excessive heat zone. The Mann–Kendall (MK) test and Sen’s slope (SS) estimator confirm a significant warming trend, particularly during the warmest months. Pearson correlation (PC) analysis indicates a negative relationship between temperature and humidity, exacerbating heatwave severity. LULC results reveal that urbanized areas have expanded approximately threefold while vegetation cover has decreased by nearly 50 %. Using a seasonal-trend decomposition based on LOESS with an auto regressive integrated moving average (STL‐ARIMA) model, the study forecasts 29 additional heatwave days exceeding 36 °C over the next five years. This projection suggests a likely intensification of the urban heat island (UHI) effect driven by rapid urban growth and diminished natural spaces, heightening heat‐related hazards. The findings support the need for sustainable urban development strategies in Khulna, such as increasing green cover and improving water management to inform policy interventions aimed at mitigating rising heat risks in the city’s expanding urban environment.
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