Innovative versus traditional statistical methods in hydropluviometric: a detailed analysis of trends in the Wadi Mina Basin (Northwest of Algeria)

IF 2.8 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Theoretical and Applied Climatology Pub Date : 2024-08-01 DOI:10.1007/s00704-024-05127-x
F. Hallouz, M. Meddi, S. E. Ali Rahmani, I. Abdi
{"title":"Innovative versus traditional statistical methods in hydropluviometric: a detailed analysis of trends in the Wadi Mina Basin (Northwest of Algeria)","authors":"F. Hallouz, M. Meddi, S. E. Ali Rahmani, I. Abdi","doi":"10.1007/s00704-024-05127-x","DOIUrl":null,"url":null,"abstract":"<p>Algeria, a semi-arid Mediterranean country, is distinguished by a more marked interannual variability in solid inputs compared to liquid inputs. This study aimed to comprehensively analyze hydrometeorological variables, such as rainfall, suspended sediment load, and flood flows in the Wadi Mina basin (6048 km<sup>2</sup>), using both traditional and advanced statistical techniques. These techniques included the MK trend tests MMK, and TFPWMK, as well as newer methods such as ITA and IPTA. To identify breakpoints, the CUSUM test and the SQ-MK test were used. The study was based on monthly data covering 40 years of rainfall (1970–2010) and 41 years of data on flood flows and suspended sediment load (1969–2010). The results indicated stable annual rainfall across the stations, suggesting a consistent rainfall regime over time. However, notable variability in sediment loads and flood flows was observed, with stations like Ain Hamara, Sidi Aek Djilali, and Wadi El Abtal displaying marked decreases in annual sediment loads, hinting at effective erosion control or natural attenuation of erosive processes. In contrast, a significant increase in flood events was recorded at Ain Hamara, attributed to climatic fluctuations or land use changes affecting runoff. Monthly analyses further demonstrated the enhanced sensitivity of ITA and IPTA over traditional methods, effectively uncovering subtle trends not detected by MK, MMK, and TFPWMK. For example, increasing rainfall trends during winter at Takhmert station and significant sediment transport patterns at Ain Hamara during colder months suggested dynamic seasonal hydrological behaviors. Additionally, critical insights into abrupt changes were revealed through CUSUM and SQ-MK tests, such as a pivotal shift in flood regimes at Takhmert in 2003 and a critical change in rainfall patterns at Ain Hamara in 2008, necessitating adjustments in water management and agricultural practices.</p>","PeriodicalId":22945,"journal":{"name":"Theoretical and Applied Climatology","volume":"53 1","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Theoretical and Applied Climatology","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1007/s00704-024-05127-x","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"METEOROLOGY & ATMOSPHERIC SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Algeria, a semi-arid Mediterranean country, is distinguished by a more marked interannual variability in solid inputs compared to liquid inputs. This study aimed to comprehensively analyze hydrometeorological variables, such as rainfall, suspended sediment load, and flood flows in the Wadi Mina basin (6048 km2), using both traditional and advanced statistical techniques. These techniques included the MK trend tests MMK, and TFPWMK, as well as newer methods such as ITA and IPTA. To identify breakpoints, the CUSUM test and the SQ-MK test were used. The study was based on monthly data covering 40 years of rainfall (1970–2010) and 41 years of data on flood flows and suspended sediment load (1969–2010). The results indicated stable annual rainfall across the stations, suggesting a consistent rainfall regime over time. However, notable variability in sediment loads and flood flows was observed, with stations like Ain Hamara, Sidi Aek Djilali, and Wadi El Abtal displaying marked decreases in annual sediment loads, hinting at effective erosion control or natural attenuation of erosive processes. In contrast, a significant increase in flood events was recorded at Ain Hamara, attributed to climatic fluctuations or land use changes affecting runoff. Monthly analyses further demonstrated the enhanced sensitivity of ITA and IPTA over traditional methods, effectively uncovering subtle trends not detected by MK, MMK, and TFPWMK. For example, increasing rainfall trends during winter at Takhmert station and significant sediment transport patterns at Ain Hamara during colder months suggested dynamic seasonal hydrological behaviors. Additionally, critical insights into abrupt changes were revealed through CUSUM and SQ-MK tests, such as a pivotal shift in flood regimes at Takhmert in 2003 and a critical change in rainfall patterns at Ain Hamara in 2008, necessitating adjustments in water management and agricultural practices.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
水文测量中的创新统计方法与传统统计方法:对瓦迪米纳盆地(阿尔及利亚西北部)趋势的详细分析
阿尔及利亚是一个半干旱的地中海国家,与液体输入相比,固体输入的年际变化更为显著。这项研究旨在利用传统和先进的统计技术,全面分析瓦迪米纳盆地(6048 平方公里)的降雨量、悬浮泥沙量和洪水流量等水文气象变量。这些技术包括 MK 趋势测试 MMK 和 TFPWMK,以及 ITA 和 IPTA 等新方法。为了确定断点,使用了 CUSUM 检验和 SQ-MK 检验。研究基于 40 年降雨量(1970-2010 年)的月度数据以及 41 年洪水流量和悬浮泥沙负荷(1969-2010 年)的数据。研究结果表明,各站的年降雨量稳定,表明降雨机制长期以来保持一致。然而,在沉积物负荷和洪水流量方面却出现了明显的变化,Ain Hamara、Sidi Aek Djilali 和 Wadi El Abtal 等站点的年沉积物负荷明显下降,这表明侵蚀控制有效或侵蚀过程自然减弱。与此相反,艾因哈马拉记录到的洪水事件明显增加,原因是气候波动或土地利用变化影响了径流。月度分析进一步表明,与传统方法相比,ITA 和 IPTA 的灵敏度更高,可有效发现 MK、MMK 和 TFPWMK 检测不到的微妙趋势。例如,Takhmert 站冬季降雨量的增加趋势和 Ain Hamara 站在寒冷月份的显著沉积物迁移模式表明了动态的季节性水文行为。此外,通过 CUSUM 和 SQ-MK 检验,还揭示了一些重要的突变现象,如 2003 年塔克莫特洪水机制的关键性转变,以及 2008 年艾因哈马拉降雨模式的关键性变化,从而有必要调整水资源管理和农业实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Theoretical and Applied Climatology
Theoretical and Applied Climatology 地学-气象与大气科学
CiteScore
6.00
自引率
11.80%
发文量
376
审稿时长
4.3 months
期刊介绍: Theoretical and Applied Climatology covers the following topics: - climate modeling, climatic changes and climate forecasting, micro- to mesoclimate, applied meteorology as in agro- and forestmeteorology, biometeorology, building meteorology and atmospheric radiation problems as they relate to the biosphere - effects of anthropogenic and natural aerosols or gaseous trace constituents - hardware and software elements of meteorological measurements, including techniques of remote sensing
期刊最新文献
Climatological analysis of rainfall over Hinatuan City, Surigao del Sur in eastern Mindanao—the wettest location in the Philippines Evaluating NEX-GDDP-CMIP6 performance in complex terrain for forecasting key freezing rain factors High-resolution projections of future FWI conditions for Portugal according to CMIP6 future climate scenarios On the variability of convective available potential energy in the Mediterranean Region for the 83-year period 1940–2022; signals of climate emergency Wavelet local multiple correlation analysis of long-term AOD, LST, and NDVI time-series over different climatic zones of India
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1