基于地理信息系统的气候参数趋势分析——以锡瓦斯省1982-2021年为例

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Zinnur Yilmaz, Anıl Can Birdal
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引用次数: 0

摘要

气候变化已成为全球关注的重大问题,了解区域格局和趋势对于有效的缓解和适应战略至关重要。本文介绍了一种全面的Mann-Kendall趋势和Sen 's斜率估计检验,用于检验土耳其锡瓦斯省地表温度、2米以上温度和降水的长期趋势。利用跨越几十年的数据集,应用Mann-Kendall和Sen的斜率估计测试来评估在选定的气候参数中是否存在统计上显著的趋势。此外,遥感(RS)和地理信息系统(GIS)作为补充和验证数据源,以提高我们分析的准确性和可靠性。此外,地理信息系统技术促进了包括土地覆盖在内的不同地理空间数据层的整合,为气候变量与环境之间复杂的相互作用提供了有价值的见解。通过对MK趋势、SS检验和RS/GIS数据的综合分析,对锡瓦斯省的气候动态变化有了更深入的了解。我们的发现不仅有助于增加区域气候变化的知识体系,而且强调了利用遥感和地理信息系统等先进技术进行准确趋势分析和明智决策的重要性。本研究强调了这些补充数据源在增强我们对气候趋势的理解和支持气候变化适应战略制定方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trend analysis of climatic parameters using geographical information systems: a case study of Sivas Province (1982–2021)

Climate change has become a significant concern globally, and understanding regional patterns and trends is crucial for effective mitigation and adaptation strategies. This article presents a comprehensive Mann–Kendall trend and Sen’s slope estimator test conducted to examine the long-term trends in surface temperature, 2-m above temperature, and precipitation in Sivas Province, Turkey. Utilizing a dataset spanning several decades, Mann–Kendall and Sen’s slope estimator tests were applied to assess the presence of statistically significant trends in the selected climatic parameters. Additionally, remote sensing (RS) and geographical information systems (GIS) were incorporated as supplementary and validation data sources to enhance the accuracy and reliability of our analysis. Furthermore, GIS techniques facilitated the integration of diverse geospatial data layers, including land cover, offering valuable insights into the complex interactions between climate variables and the environment. The combined analysis of MK trends, SS test, and RS/GIS data yielded a robust understanding of the changing climate dynamics in Sivas Province. Our findings not only contribute to the growing body of knowledge on regional climate change but also underscore the importance of utilizing advanced technologies like RS and GIS for accurate trend analysis and informed decision making. This study highlights the potential of these supplementary data sources in enhancing our understanding of climate trends and supports the development of climate change adaptation strategies.

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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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