Assessing the past and future dynamics of the Asian summer monsoon: Insights from palaeomonsoon synthesis and CMIP6 data

Mayank Shekhar , Aka Sharma , Pushpendra Pandey , Anupam Sharma , A.P. Dimri
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Abstract

The Asian summer monsoon is one of the active synoptic scale weather phenomena, and has significant socioeconomic implications. A vast population relies on the associated precipitation, mostly dominating the agricultural practices of the region. Therefore, it is essential to assess past behavior to understand the present, including future projections. We used palaeomonsoon precipitation synthesis and Coupled Model Intercomparison Project Phase 6 (CMIP6) data to interactively show the dynamics and changes in the summer monsoon for the Asian region throughout the past millennium behavior to understand the present and future projections. In this study, we precisely analyzed and quantified the dynamics of summer precipitation variation throughout the last millennium (LM; 850–1849 CE) at an annual resolution, in which the major climatic events were the Medieval Warm Period (MWP; 900–1300 CE) and Little Ice Age (LIA; 1500–1850 CE). We also analyzed the historical or base climate (HC; 1850–2014 CE) and future monsoons (FM; 2015–2100 CE) using CMIP6 SSP2–4.5 and SSP5–8.5, to project the summer monsoon for Asia and the Indian subcontinent. The findings are encouraging, showing slightly increased precipitation during the MCA and low precipitation during the LIA in Asia. Moreover, the average summer monsoon daily rainfall remained 6.398 ± 0.634 and 6.310 ± 0.649 mm/d for the MCA and LIA, respectively, indicating a relatively slight variation in the summer monsoon precipitation during these climatic phases. In addition, for the twenty-first century, the CIMP6 projection shows increased summer monsoon precipitation over Asia, particularly in the northeast region. Further, the CMIP6 projections for SSP2–4.5 shows 6.457 ± 0.658 mm/d, and for SSP5–8.5 is 6.686 ± 0.837 mm/d for the twenty-first century. Furthermore, the results of Empirical Orthogonal Functions (EOFs) analysis suggest that the monsoon system may become more intense in some regions, whereas other regions may experience reduced precipitation in the Asia-Pacific region, with a regionally heterogeneous rise in heavy rainfall and high moisture throughout most of Asia. Orography, evaporation, moisture content, and circulation all affect the severity of precipitation in addition to fine-scale surface moisture feedback. The findings show that it is essential to consider both the past and the future to accurately estimate local and regional-scale susceptibility to climate change. Moreover, the synthesis of past data and analysis of future projections of the monsoon will provide a basis for reducing the unpredictability of future climate models.

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评估亚洲夏季季风过去和未来的动态:古季候风合成和 CMIP6 数据的启示
亚洲夏季季风是一种活跃的天气现象,对社会经济具有重大影响。大量人口依赖于相关降水,这在该地区的农业生产中占主导地位。因此,必须评估过去的行为,以了解现在,包括未来的预测。我们利用古季风降水综合数据和耦合模式相互比较项目第 6 阶段(CMIP6)数据,以互动方式展示了亚洲地区夏季季风在过去千年中的动态和变化,从而了解现在和未来的预测。在这项研究中,我们以年度为分辨率,精确分析和量化了上一个千年(LM;西元 850-1849年)夏季降水的动态变化,其中主要的气候事件是中世纪暖期(MWP;西元 900-1300年)和小冰河期(LIA;西元 1500-1850年)。我们还利用 CMIP6 SSP2-4.5 和 SSP5-8.5 分析了历史或基准气候(HC;西元 1850-2014)和未来季风(FM;西元 2015-2100),以预测亚洲和印度次大陆的夏季季风。研究结果令人鼓舞,显示亚洲在 MCA 期间降水量略有增加,而在 LIA 期间降水量较少。此外,在多雨期和大缺雨期,夏季季风平均日降水量分别保持在 6.398 ± 0.634 毫米/日和 6.310 ± 0.649 毫米/日,表明在这些气候阶段,夏季季风降水量的变化相对较小。此外,在 21 世纪,CIMP6 预测显示亚洲夏季季风降水量增加,尤其是东北地区。此外,CMIP6 预测 SSP2-4.5 在 21 世纪的降水量为 6.457 ± 0.658 mm/d,SSP5-8.5 为 6.686 ± 0.837 mm/d。此外,经验正交函数(EOFs)的分析结果表明,在亚太地区,季风系统在某些地区可能会变得更加强烈,而其他地区的降水量可能会减少,亚洲大部分地区的暴雨和高湿度会出现区域异质性上升。除了细尺度的地表湿度反馈外,地貌、蒸发、含水量和环流都会影响降水的严重程度。研究结果表明,必须同时考虑过去和未来,才能准确估计地方和区域尺度对气候变化的敏感性。此外,综合过去的数据和分析未来的季风预测,将为减少未来气候模型的不可预测性提供依据。
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