通过历史天气分析解码气候变化并绘制奥里萨邦极端天气热点地图

IF 1.827 Q2 Earth and Planetary Sciences Arabian Journal of Geosciences Pub Date : 2024-12-12 DOI:10.1007/s12517-024-12147-4
Shanmugam Vijayakumar, Narayanan Manikandan
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引用次数: 0

摘要

区域气候研究对于确定气候热点和制定有效的恢复战略至关重要。本研究利用RClimDex的R studio和印度气象局浦那的数据,研究了印度奥里萨邦1980年至2010年Khordha、Keonjhar和Sambalpur的8个降水和10个极端温度的趋势。通过线性回归和Mann-Kendall检验检验统计学显著性。结果显示,气候发生了显著变化,特别是在桑巴尔普尔和霍达,10个温度指数中分别有9个和7个表现出显著变化。平均最高气温在霍达(0.03°C/年)和桑巴尔普尔(0.026°C/年)显著升高,平均最低气温在霍达(0.03°C/年)显著升高,而在吉哈尔(-0.029°C/年)和桑巴尔普尔(-0.061°C/年)显著降低。冷夜在Khordha显著减少(-0.229天/年),在Sambalpur显著增加(0.557天/年)。暖夜在Khordha显著增加(0.484天/年),在Sambalpur显著减少(-0.421天/年)。暖期持续时间指标在所有地区均显著增加,分别在Khordha、Keonjhar和Sambalpur增加了0.308、0.438和0.689天/年。温暖日数在Khordha(0.301天/年)和Sambalpur(0.379天/年)也显著增加。在降水方面,Khordha 8个指数均呈现正趋势,强降水日数变化显著。在Keonjhar,没有观察到明显的变化,而Sambalpur的年总降雨量显著减少(-9.621 mm/年)。这些发现突出了奥里萨邦气候模式的重大变化,与Keonjhar相比,Sambalpur和Khordha更容易受到极端事件的影响。
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Decoding climate change and mapping extreme weather hotspots in Odisha through historical weather analysis

Regional climate studies are essential for pinpointing climate hotspots and developing effective resilience strategies. This study examined trends in eight precipitation and ten temperature extremes in Odisha, India, using RClimDex in R studio with data from the India Meteorological Department, Pune, covering 1980 to 2010 for Khordha, Keonjhar, and Sambalpur. Statistical significance was tested through linear regression and Mann-Kendall tests. Results show a significant shift in climate, particularly in Sambalpur and Khordha, where nine and seven out of ten temperature indices, respectively, exhibited significant changes. The mean maximum temperature increased significantly in Khordha (0.03 °C/year) and Sambalpur (0.026 °C/year), while the mean minimum temperature rose significantly in Khordha (0.03 °C/year) but decreased in Keonjhar (-0.029 °C/year) and Sambalpur (-0.061 °C/year). Cool nights significantly decreased in Khordha (-0.229 days/year) and increased in Sambalpur (0.557 days/year). Warm nights rose significantly in Khordha (0.484 days/year) but declined in Sambalpur (-0.421 days/year). The warm spell duration indicator showed significant increases across all regions, with increments of 0.308, 0.438, and 0.689 days/year in Khordha, Keonjhar, and Sambalpur, respectively. Warm days also rose significantly in Khordha (0.301 days/year) and Sambalpur (0.379 days/year). Regarding precipitation, Khordha showed positive trends in all eight indices, with a significant change in heavy rainfall days. In Keonjhar, no significant changes were observed, while Sambalpur experienced a significant decrease in total annual rainfall (-9.621 mm/year). These findings highlight a significant shift in climate patterns within Odisha, with Sambalpur and Khordha more vulnerable to extreme events compared to Keonjhar.

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来源期刊
Arabian Journal of Geosciences
Arabian Journal of Geosciences GEOSCIENCES, MULTIDISCIPLINARY-
自引率
0.00%
发文量
1587
审稿时长
6.7 months
期刊介绍: The Arabian Journal of Geosciences is the official journal of the Saudi Society for Geosciences and publishes peer-reviewed original and review articles on the entire range of Earth Science themes, focused on, but not limited to, those that have regional significance to the Middle East and the Euro-Mediterranean Zone. Key topics therefore include; geology, hydrogeology, earth system science, petroleum sciences, geophysics, seismology and crustal structures, tectonics, sedimentology, palaeontology, metamorphic and igneous petrology, natural hazards, environmental sciences and sustainable development, geoarchaeology, geomorphology, paleo-environment studies, oceanography, atmospheric sciences, GIS and remote sensing, geodesy, mineralogy, volcanology, geochemistry and metallogenesis.
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