Regional climatic changes and their impact on the level of avalanche hazard in East Kazakhstan.

IF 3.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Heliyon Pub Date : 2025-01-09 eCollection Date: 2025-01-30 DOI:10.1016/j.heliyon.2025.e41807
Olga Petrova, Natalya Denissova, Gulzhan Daumova, Yelena Ivashchenko, Evgeny Sergazinov
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Abstract

The article examines the territory of East Kazakhstan, where a sharply continental climate prevails with hot summers, cold and snowy winters. The mountainous regions of East Kazakhstan are represented by the Kalba, Altai and Saur-Tarbagatay ranges, they are surrounded by rolling plains. The highest points are at 3000-4500 m. On average, the heights are in the range of 900-1400 m. Despite the low heights in the mountainous area, the problem of avalanche safety is acute in the region. At the same time, the situation is complicated by not always predictable weather events, the frequency of which is increasing every year. These include heavy precipitation, sometimes combined with a sharp warming in winter, and the changing wind regime of the territory. To identify regional climate changes and its connection with the avalanche-prone situation in the region, the study analyzed meteorological data from weather stations located directly near avalanche prone locations over the past 23 years since 2001, as well as data from observations of avalanche-prone areas since 2005 and information on registered spontaneous avalanches from 2013 to the present. This study is the first in the East Kazakhstan region, which presents the results of a comprehensive analysis of data on 497 avalanche-prone sites, of which 325 sites pose a threat to life and infrastructure. 10 most dangerous sites have been selected for detailed study. The analysis of climate data was carried out based on information from 7 weather stations. The article discusses the main climatic changes in the region, including an increase in air temperature, an increase in precipitation and a change in wind conditions. Data from weather stations and snow measuring routes covering the period since 2005 have been used to develop probabilistic avalanche forecasts. The use of statistical methods and the analysis of the relationships between meteorological parameters (temperature, precipitation, wind speed) made it possible to build models predicting avalanche-prone situations. Data on spontaneous avalanches were analyzed for five sites (Bogatyrevskaya site, Prokhodnaya, Sogornoye-Barlyk, Tainty and Pikhtovka). Based on these data, equations of dependence of temperature, wind and precipitation have been developed, which improves the accuracy of forecasting avalanche risks. An analysis of the data in the Statistica program showed a significant relationship between sudden warming, increased wind speed and precipitation, which precedes avalanches. Regression equations and the approximation confidence coefficient for the average values of the studied parameters are obtained. The results of the study make it possible not only to establish patterns, but also to propose effective methods for monitoring and forecasting avalanche hazard in the region. According to the data analysis, regional features of climate change in East Kazakhstan were identified, and a comparison was made with previously known works on Kazakhstan. The interrelation of climatic characteristics with avalanche hazard in the region is shown. The results obtained in the study will help us to better understand the regional manifestations of climate change. An important task for further forecasting of avalanche activity is the correct design of the avalanche collection database. The authors identified information objects (entities). An ontological database model (Entity Relationship Diagram) is constructed. Based on it, a database has been created for a system for monitoring and forecasting avalanche activity in the East Kazakhstan region.

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区域气候变化及其对东哈萨克斯坦地区雪崩危险程度的影响。
本文考察了东哈萨克斯坦的领土,那里是一个明显的大陆性气候,夏季炎热,冬季寒冷多雪。东哈萨克斯坦的山区以卡尔巴、阿尔泰和萨尔-塔尔巴加泰山脉为代表,它们被起伏的平原所包围。最高点在3000-4500米。平均高度在900-1400米之间。尽管山区海拔较低,但该地区的雪崩安全问题十分严重。与此同时,由于天气事件的频率每年都在增加,所以并不总是可以预测,情况变得更加复杂。这些因素包括强降水,有时还伴有冬季急剧变暖,以及香港风向的变化。为了确定区域气候变化及其与该地区雪崩易发状况的关系,本研究分析了自2001年以来近23年来雪崩易发地点附近气象站的气象数据、2005年以来雪崩易发地区的观测数据和2013年至今的自然雪崩记录信息。这项研究是在东哈萨克斯坦地区进行的第一项研究,它介绍了对497个易发生雪崩地点的数据进行综合分析的结果,其中325个地点对生命和基础设施构成威胁。选出10个最危险的地点进行详细研究。气候数据分析基于7个气象站的信息。文章讨论了该地区的主要气候变化,包括气温的升高、降水的增加和风力条件的变化。自2005年以来,气象站和测雪路线的数据已被用于开发雪崩概率预报。利用统计方法和分析气象参数(温度、降水、风速)之间的关系,可以建立预测易发生雪崩情况的模型。分析了5个地点(Bogatyrevskaya地点、Prokhodnaya地点、Sogornoye-Barlyk地点、Tainty地点和Pikhtovka地点)的自发雪崩数据。在此基础上,建立了温度、风和降水的关系方程,提高了雪崩风险预报的准确性。对Statistica程序中数据的分析显示,突然变暖、风速增加和雪崩之前的降水之间存在显著关系。得到了各参数均值的回归方程和近似置信系数。研究结果不仅可以建立模式,而且可以为该地区的雪崩灾害监测和预报提供有效的方法。根据数据分析,确定了东哈萨克斯坦地区气候变化的区域特征,并与已有的关于哈萨克斯坦的文献进行了比较。揭示了该地区气候特征与雪崩灾害的相互关系。研究结果将有助于我们更好地了解气候变化的区域表现。正确设计雪崩采集数据库是进一步预测雪崩活动的一项重要任务。作者确定了信息对象(实体)。构造了本体数据库模型(实体关系图)。在此基础上,建立了一个数据库,用于监测和预报东哈萨克斯坦地区的雪崩活动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Heliyon
Heliyon MULTIDISCIPLINARY SCIENCES-
CiteScore
4.50
自引率
2.50%
发文量
2793
期刊介绍: Heliyon is an all-science, open access journal that is part of the Cell Press family. Any paper reporting scientifically accurate and valuable research, which adheres to accepted ethical and scientific publishing standards, will be considered for publication. Our growing team of dedicated section editors, along with our in-house team, handle your paper and manage the publication process end-to-end, giving your research the editorial support it deserves.
期刊最新文献
Corrigendum to "Short-term outcomes of robot-assisted minimally invasive surgery for brainstem hemorrhage: A case-control study" [Heliyon Volume 10, Issue 4, February 2024, Article e25912]. Retraction notice to "Enhancing data security and privacy in energy applications: Integrating IoT and blockchain technologies" [Heliyon 10 (2024) e38917]. Retraction notice to "CREB1 promotes cholangiocarcinoma metastasis through transcriptional regulation of the LAYN-mediated TLN1/β1 integrin axis" [Heliyon 10 (2024) e36595]. Retraction notice to "Experimental investigations of dual functional substrate integrated waveguide antenna with enhanced directivity for 5G mobile communications" [Heliyon 10 (2024) e36929]. Retraction notice to "Nutritional and bioactive properties and antioxidant potential of Amaranthus tricolor, A. lividus, A viridis, and A. spinosus leafy vegetables" [Heliyon 10 (2024) e30453].
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