Longitudinal assessment of extreme climate events in Kinnaur district, Himachal Pradesh, north-western Himalaya, India
- PMID: 38764082
- DOI: 10.1007/s10661-024-12693-0
Longitudinal assessment of extreme climate events in Kinnaur district, Himachal Pradesh, north-western Himalaya, India
Abstract
It is vital to keep an eye on changes in climatic extremes because they set the stage for current and potential future climate, which usually have a reasonable adverse impact on ecosystems and society. The present study examines the variability and trends in precipitation and temperature across seasons in the Kinnaur district, offering valuable insights into the complex dynamics of the Himalayan climate. Using Climatic Research Unit gridded Time Series (CRU TS) datasets from 1951 to 2021, the study analyzes the data to produce 28 climate indices based on India Meteorological Department (IMD) convention indices and Expert Team on Climate Change Detection and Indices (ETCCDI). Although there may be considerable variation in climate indices in terms of absolute values within different products, there is consensus in both long-term trends and inter-annual variability. Analysis shows that even within a small area, there is variability in the magnitude and direction of historic temperature trends. Initially, the data were subjected to rigorous quality control procedures, which involved identifying anomalies. Statistical analysis like trend analysis, employing Mann-Kendall test and Sen's slope estimator, reveal significant (p < 0.05) increase in consecutive dry days (CDD) at 0.03 days/year and decrease in consecutive wet days (CWD) at 0.02 days/year. Notably, the frequency of heavy precipitation occurrences showed an increasing trend. Changes in precipitation in the Western Himalaya are driven by a complex interplay of orographic effects, monsoonal dynamics, atmospheric circulation patterns, climate change, and localized factors such as topography, atmospheric circulation patterns, moisture sources, land-sea temperature contrasts, and anthropogenic influences. Moreover, in case of temperature indices, there is significant increasing trend observed. Temperature indices indicate a significant annual increase in warm nights (TN90p) at 0.06%/year and warm days (TX90p) at 0.11%/year. Extreme temperature events have been trending upward, with monthly daily maximum temperature (TXx) increasing by 1.5 °C yearly. This study enhances our comprehension of the global warming phenomenon and underscores the importance of acknowledging alterations in the water cycle and their repercussions on hydrologic resources, agriculture, and livelihoods in the cold desert of the northwestern Indian Himalaya.
Keywords: Climate change; Extreme events; North-western Himalayan region; Precipitation variability; Temperature trends.
© 2024. The Author(s), under exclusive licence to Springer Nature Switzerland AG.
Similar articles
-
Machine learning-based ensemble of Global climate models and trend analysis for projecting extreme precipitation indices under future climate scenarios.Environ Monit Assess. 2025 Aug 12;197(9):1009. doi: 10.1007/s10661-025-14469-6. Environ Monit Assess. 2025. PMID: 40794215
-
[Temporal and spatial variations of extreme climatic events in Songnen Grassland, Northeast China during 1960-2014].Ying Yong Sheng Tai Xue Bao. 2017 Jun 18;28(6):1769-1778. doi: 10.13287/j.1001-9332.201706.002. Ying Yong Sheng Tai Xue Bao. 2017. PMID: 29745137 Chinese.
-
Spatiotemporal variability characteristics of extreme climate events in Xinjiang during 1960-2019.Environ Sci Pollut Res Int. 2023 Apr;30(20):57316-57330. doi: 10.1007/s11356-023-26514-3. Epub 2023 Mar 24. Environ Sci Pollut Res Int. 2023. PMID: 36961640
-
High-altitude meteorology of Indian Himalayan Region: complexities, effects, and resolutions.Environ Monit Assess. 2021 Sep 16;193(10):654. doi: 10.1007/s10661-021-09418-y. Environ Monit Assess. 2021. PMID: 34529161 Review.
-
A meta-analysis of the regional extreme rainfall events in the Indian sub-continent during the southwest monsoon period.Sci Total Environ. 2025 May 15;977:179339. doi: 10.1016/j.scitotenv.2025.179339. Epub 2025 Apr 15. Sci Total Environ. 2025. PMID: 40239497 Review.
Cited by
-
Comparative assessment of standalone and hybrid deep neural networks for modeling daily pan evaporation in a semi-arid environment.Sci Rep. 2025 Jun 20;15(1):20179. doi: 10.1038/s41598-025-05985-z. Sci Rep. 2025. PMID: 40542056 Free PMC article.
-
Evaluating climate shifts and drought regions in the central Indian river basins.Sci Rep. 2025 Aug 13;15(1):29701. doi: 10.1038/s41598-025-15231-1. Sci Rep. 2025. PMID: 40804117 Free PMC article.
References
-
- Abbass, K., Qasim, M. Z., Song, H., Murshed, M., Mahmood, H., & Younis, I. (2022). A review of the global climate change impacts, adaptation, and sustainable mitigation measures. Environmental Science and Pollution Research, 29(28), 42539–42559. https://doi.org/10.1007/s11356-022-19718-6 - DOI
-
- Ahmad, I., Tang, D., Wang, T., Wang, M., Wagan, B. (2014). Precipitation trends over time using Mann-Kendall and Spearman’s rho tests in Swat River Basin, Pakistan. Advances in Meteorology, 1–15. https://doi.org/10.1155/2015/431860 .
-
- Alexander, L. V., Zhang, X., Peterson, T., Caesar, J., Gleason, B., Klein Tank, A. M. G., et al. (2006). Global observed changes in daily climate extremes of temperature and precipitation. Journal of Geophysical Research: Atmospheres, 111(D5), 1–22. https://doi.org/10.1029/2005JD006290 - DOI
-
- Anh, D. L. T., Anh, N. T., & Chandio, A. A. (2023). Climate change and its impacts on Vietnam agriculture: A macroeconomic perspective. Ecological Informatics, 74, 101960. - DOI
-
- Arias, P. A., Bellouin, N., Coppola, E., Jones, R. G., Krinner, G., Marotzke, J., et al. (2023). Intergovernmental Panel on Climate Change (IPCC). Technical summary. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 35–144). Cambridge University Press.
MeSH terms
LinkOut - more resources
Full Text Sources
Medical