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Assessing the variability and forecastability of time-trends for air temperatures in Greece: a Bayesian approach 评估希腊气温时间趋势的可变性和可预测性:一种贝叶斯方法
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1007/s00704-024-05118-y
Georgios Tsiotas, Athanassios Argiriou, Anna Mamara

This study investigates the variability and forecasting ability of time-trend in mean annual surface air temperatures in Greece. Using Gaussian time-trend models, we first investigate some basic statistical characteristics associated with time-trends, such the mean and variance. This can reveal whether temperatures’ mean and volatility changes are associated with time. To do so, we have used mean measures of the minimum and maximum air temperatures observed at several meteorological stations of the Hellenic Meteorological Service located in Greece for the 1960-2010 period. As a second experiment, we investigate whether temperature trends are forecastable or not using various Gaussian time-trend and no-time-trend models. The results are highly significant since they reveal the seasons, the periods and the type of models for which the inter-annual trends out-perform the no-trend ones. Moreover, they also show the statistical characteristics, such as the mean and variability of the time-trend under various seasons and sub-periods.

本研究探讨了希腊年平均地表气温时间趋势的变异性和预测能力。利用高斯时间趋势模型,我们首先研究了与时间趋势相关的一些基本统计特征,如平均值和方差。这可以揭示气温的平均值和波动性变化是否与时间相关。为此,我们使用了希腊气象局位于希腊的几个气象站在 1960-2010 年期间观测到的最低和最高气温的平均值。作为第二项实验,我们使用各种高斯时间趋势和无时间趋势模型来研究气温趋势是否可预测。结果非常重要,因为它们揭示了年际趋势优于无趋势的季节、时期和模型类型。此外,它们还显示了统计特征,如不同季节和分时段下时间趋势的平均值和变异性。
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引用次数: 0
Scale interactions during ENSO – a new dynamical mechanism on unveiling ENSO-monsoon nonlinearity 厄尔尼诺/南方涛动期间的尺度相互作用--揭示厄尔尼诺/南方涛动-季风非线性的新动力机制
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-24 DOI: 10.1007/s00704-024-05111-5
S. De, N. K. Agarwal, Jasti S. Chowdary, Darshana Patekar

El Niño Southern Oscillations (ENSO), being the largest global air-sea interaction phenomena, has a profound effect on global monsoon. In this study, for the first time we have examined the ENSO – Monsoon relation through nonlinear kinetic energy (KE) exchanges outlook across scales. Indian summer monsoon (ISM) and Western North Pacific Summer Monsoon (WNPSM) are considered to be the two major components of global monsoon on which ENSO has a huge impact. The ENSO – Monsoon nonlinearity can be explored by unraveling the unstable (stable) relation between ENSO and Monsoon during El Niño (La Niña) period through the mechanism of scale interactions among El Niño / La Niña, dominant high (HFO) and low frequency oscillation (LFO) considering ENSO itself as a LFO of time period 12–18 months. It is found from the analysis that more (less) KE is transferred to synoptic scale and 10-20 day LFO from El Niño 1997-98 compared to that from 2015 - 16 episode over ISM (WNPSM) region. Moreover, the opposite energy exchange between El Niño and 30-60 day wave is observed over these regions, attributing to contrasting rainfall variation over ISM and WNPSM zone. Sharp (comparatively less) variability in energy exchange among El Niño (La Niña), HFO and LFO over ISM and WNPSM regions make El Niño – Monsoon relation highly unstable whereas La Niña – Monsoon relation a stable one. Unveiling El Niño-ISM, El Niño-WNPSM, La Niña-ISM and La Niña-WNPSM relations in terms of inter-scale KE exchanges for the two El Niño and two La Niña events may lead to enhance the understanding of ENSO-monsoon nonlinearity. This work will make an avenue for further research in the space of nonlinearity between the two large scale systems that may be expected to be more complex due to the global warming and climate change as a futuristic study.

厄尔尼诺南方涛动(ENSO)是全球最大的海气相互作用现象,对全球季风有着深远的影响。在这项研究中,我们首次通过跨尺度的非线性动能(KE)交换展望来研究厄尔尼诺/南方涛动与季风的关系。印度夏季季风(ISM)和西北太平洋夏季季风(WNPSM)被认为是全球季风的两个主要组成部分,厄尔尼诺/南方涛动对其影响巨大。厄尔尼诺/南方涛动与季风的非线性关系可以通过厄尔尼诺/拉尼娜、主导高频振荡(HFO)和低频振荡(LFO)之间的尺度相互作用机制来揭示,厄尔尼诺/南方涛动与季风之间在厄尔尼诺(拉尼娜)期间的不稳定(稳定)关系。分析结果表明,与 2015-16 年在 ISM(WNPSM)地区发生的厄尔尼诺现象相比,1997-98 年厄尔尼诺现象传递到同步尺度和 10-20 天低频振荡的 KE 更多(更少)。此外,在这些区域观察到厄尔尼诺现象与 30-60 天波浪之间的能量交换相反,导致 ISM 和 WNPSM 区域的降雨量变化形成鲜明对比。在 ISM 和 WNPSM 区域,厄尔尼诺(拉尼娜)、HFO 和 LFO 之间能量交换的剧烈变化(相对较小)使得厄尔尼诺-季风关系极不稳定,而拉尼娜-季风关系则很稳定。从两次厄尔尼诺现象和两次拉尼娜现象的尺度间 KE 交换角度揭示厄尔尼诺-ISM、厄尔尼诺-WNPSM、拉尼娜-ISM 和拉尼娜-WNPSM 关系,可能有助于加深对厄尔尼诺/南方涛动-季风非线性的理解。这项工作将为进一步研究这两个大尺度系统之间的非线性空间提供一个途径,由于全球变暖和气候变化,预计这两个大尺度系统之间的非线性空间将更加复杂。
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引用次数: 0
CMIP6 projections of surface latent heat flux over the North Indian Ocean CMIP6 对北印度洋表面潜热通量的预测
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-23 DOI: 10.1007/s00704-024-05114-2
Pravat Rabi Naskar, Mrutyunjay Mohapatra, Gyan Prakash Singh

This study has been undertaken to predict the Surface Latent Heat Flux (SLHF) over the North Indian Ocean (NIO) in the future period (2020–2099) under different emission scenarios. For this 12 Coupled Model Inter-comparison Project 6 (CMIP6), Global Climate Models (GCMs) SLHF and ERA5 SLHF data have been used. It is observed that the SLHF is going to increase in the far future (2060–2099) under all emission scenarios probably due to higher warming. In the near future (2020–2059) particularly in the first half (2020–2039) a clear fall in the SLHF is noticed. It is also observed that the SLHF rise under the Shared Socioeconomic Pathways 5 (SSP5) is more than that under the SSP2 in the far future due to higher warming. Seasonal variation of the SLHF depicts that under SSP5 in the far future, the rise in the SLHF is the maximum in MAM. The rise of the SLHF in the far future can be attributed to the rise in the SST over the NIO but the reason for the fall of the SLHF in the first half of the near future is not clear.

这项研究旨在预测未来时期(2020-2099 年)不同排放情景下北印度洋(NIO)上空的表面潜热通量(SLHF)。为此使用了 12 个耦合模式相互比较项目 6(CMIP6)、全球气候模式(GCMs)SLHF 和 ERA5 SLHF 数据。据观察,在所有排放情景下,远期(2060-2099 年)的 SLHF 都将增加,这可能是由于升温较快。在近期(2020-2059 年),特别是在前半期(2020-2039 年),SLHF 明显下降。还可以看到,在共同社会经济路径 5(SSP5)下,由于气候变暖,SLHF 的上升幅度在远期要大于 SSP2。水文学特征的季节性变化表明,在共同社会经济路径 5 下,水文学特征的上升幅度在远未来的 MAM 中最大。未来远期海平面上升可归因于北印度洋上空的海温上升,但未来近期前半期海平面下降的原因尚不清楚。
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引用次数: 0
An investigation of dust-sand events and possible prediction in hot arid regions of Kuwait 科威特干旱炎热地区沙尘事件调查及可能的预测
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-22 DOI: 10.1007/s00704-024-05120-4
Hasan Aldashti, Zaher AlAbadla, Mohamed F. Yassin, Mohamed Magdy Abdel Wahab

Droughts and climate change are causing severe and persistent dust storms in the arid and hot regions. The potential existence of significant relationships between the Oceanic Niño Index (ONI), Indian Ocean Dipole (IOD), and the MERRA-2 dust column mass density data are thus investigated in the State of Kuwait during 1990–2021 as a study case in the hot and arid regions. The findings show that the correlation starts from ONI-DJF (December–January-February) with the Pearson test value of -0.36 and increasing to a value of -0.55 on ONI-AMJ (April-May-June), the same results were obtained when applying the Spearman correlation test. The correlation exists between the July dust column mass density and IOD-January with a value of -0.484 and − 0.544 over Pearson and ' ‘Spearman’s test, respectively, all estimated p-values are lower than 0.05. The results of the One-Way ANOVA show that the output is pretty straightforward and statistically significant at p > 0.05, which was confirmed by the nonparametric Kruskal–Walli’s test and Mann-Whitney Test. This considerable correlation means that active dust storms are linked with La Niña, while light dust storms occur during the El Niño event. A positive correlation occurs between precipitation and ONI - SON (September-October-November), while a negative correlation is found between precipitation and IOD-July. Our preliminary findings in this paper indicate that an appearance of -0.7°C in ONI-DJF could serve as a definitive marker of the La Nina phase and an indicator for at-risk communities to prepare for the expected activity dust storm.

干旱和气候变化正在干旱和炎热地区造成严重和持续的沙尘暴。因此,以科威特国 1990-2021 年期间的干旱炎热地区为研究案例,调查了海洋尼诺指数 (ONI)、印度洋偶极子(IOD)和 MERRA-2 沙尘柱质量密度数据之间可能存在的重要关系。研究结果表明,相关性从 ONI-DJF(12 月-1 月-2 月)开始,皮尔逊检验值为-0.36,到 ONI-AMJ(4 月-5 月-6 月)增加到-0.55,应用斯皮尔曼相关性检验也得到了相同的结果。在皮尔逊检验和斯皮尔曼检验中,7 月尘柱质量密度与 1 月 IOD 之间的相关性分别为-0.484 和-0.544,估计的 p 值均小于 0.05。单向方差分析的结果表明,输出结果非常直接,在 p > 0.05 时具有统计学意义,这一点在非参数 Kruskal-Walli 检验和 Mann-Whitney 检验中得到了证实。这种相当大的相关性意味着活跃的沙尘暴与拉尼娜现象有关,而轻微的沙尘暴则发生在厄尔尼诺现象期间。降水量与 ONI - SON(9 月-10 月-11 月)呈正相关,而降水量与 IOD - 7 月呈负相关。本文的初步研究结果表明,ONI-DJF出现-0.7°C可作为拉尼娜阶段的明确标志,也是高危社区为预期活动沙尘暴做好准备的指标。
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引用次数: 0
Agro-Eco-Resource Zonation (AERZ) for sustainable agriculture using GIS and AHP techniques in Indian Punjab 利用地理信息系统和 AHP 技术在印度旁遮普邦进行农业生态资源区划 (AERZ) 以促进可持续农业发展
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-22 DOI: 10.1007/s00704-024-05104-4
Prabhjyot-Kaur, Samanpreet Kaur, Abhishek Dhir, Harsimran Kaur, B. B. Vashisht

Punjab state has set the standard for agricultural growth and was the initiator of the Green Revolution in India, producing the highest quality wheat, rice, cotton and other crops. Although Punjab’s land is fertile but over time, but ecological resources, i.e. climate, soil and groundwater have got altered due to which farmers are still unaware to decide which crops are best to grow in their areas for the highest yields and highest financial returns. Agro-Eco-Resource zonation (AERZ) is a classification technique that uses meteorological, soil and groundwater data of the targeted region for proper zonation with higher priority towards crop suitability factors. In the present study 8 major factors (minimum temperature, maximum temperature, rainfall, soil organic carbon, soil texture, soil pH, groundwater depth and groundwater level fluctuations) were used for creating zones for the entire state of Punjab. Analytical Hierarchy Process (AHP) was used for assigning weightage to each factor and the inverse distance weighting interpolation was used to create the thematic maps after importing the data into a Geographic Information Systems (GIS) using attribute tables. These maps were then superimposed so that it would be possible for zoning by using all the stated factors. Based on the degree of suitability for agriculture from highest to lowest, AERZ were identified on a final map. The AERZ map were then validated by comparing them with the rice and wheat productivity data maps. The state was classified into 4 major classes, wherein the zone 4 had conditions most suitable for agricultural crops while zone 1 had constraints and so was least suitable for cultivating crops. The geographical area under zone 3 was nearly 50% followed by zone 4 (30%), zone 2 (19%) and zone 1 (0.7%). The roadmap for sustaining the agricultural productivity in the state revealed that cultivation of resource intensive crops (Rice/ Basmati rice, Wheat, Maize and Vegetables) should be curtailed to only 30% (zone 4) of the total geographical area of the state. Further, the agro-eco-resource constrained ~ 1% (zone 1) of the land area may preferably be kept fallow or used for forest cover. Therefore, AERZ using AHP and GIS techniques is a useful tool for agricultural planning and management. It helps in identifying the best crops that can be grown in a particular region, which in turn helps in improving the efficiency and productivity of agricultural production.

旁遮普邦制定了农业发展的标准,是印度绿色革命的发起者,生产出最优质的小麦、大米、棉花和其他作物。虽然旁遮普的土地肥沃,但随着时间的推移,气候、土壤和地下水等生态资源已经发生了变化,因此,农民仍然不知道在自己的地区种植哪种作物最能获得最高产量和最高经济回报。农业生态资源分区(AERZ)是一种分类技术,利用目标区域的气象、土壤和地下水数据进行适当分区,优先考虑作物适宜性因素。在本研究中,使用了 8 个主要因素(最低气温、最高气温、降雨量、土壤有机碳、土壤质地、土壤 pH 值、地下水深度和地下水位波动)为整个旁遮普邦创建分区。在使用属性表将数据导入地理信息系统(GIS)后,使用层次分析法(AHP)为每个因子分配权重,并使用反距离加权插值法绘制专题地图。然后将这些地图叠加在一起,这样就可以利用所有所述因素进行分区。根据从高到低的农业适宜程度,在最终地图上确定了农业经济区。然后,通过与水稻和小麦生产力数据地图进行比较,对农业经济区地图进行验证。该州被划分为 4 个主要等级,其中第 4 区的条件最适合种植农作物,而第 1 区则受到各种限制,因此最不适合种植农作物。第 3 区的面积占近 50%,其次是第 4 区(30%)、第 2 区(19%)和第 1 区(0.7%)。维持该州农业生产力的路线图显示,资源密集型作物(水稻/巴斯马蒂水稻、小麦、玉米和蔬菜)的种植面积应减少到该州总面积的 30%(第 4 区)。此外,农业生态资源有限的 ~ 1%(第 1 区)土地最好保持休耕或用于森林覆盖。因此,使用 AHP 和 GIS 技术的 AERZ 是农业规划和管理的有用工具。它有助于确定特定区域可种植的最佳作物,进而有助于提高农业生产的效率和生产力。
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引用次数: 0
Seasonal variations of soil CO2 concentrations and efflux and their influencing factors in a subtropical hilly oak forest in Huainan, China 中国淮南亚热带丘陵栎林土壤二氧化碳浓度和流出量的季节变化及其影响因素
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-22 DOI: 10.1007/s00704-024-05107-1
Qiudan Dai, Zhenhai Guo, Zhenghui Xie, Xia Zhang, Heng Yan, Xia Xiao

We analyzed long-term soil CO2 concentrations, soil temperature and moisture, with simultaneous canopy microclimate measurements, in a subtropical 20 years old oak forest in Huainan, China, in the East Asian monsoon region. Daily soil CO2 effluxes were quantified using the gradient method. We investigated the relationship between soil CO2 concentrations and efflux, and both soil temperature and water content, and the effects of phenological stages and seasons. explored how abiotic factors (soil temperature and moisture) along with LAI influence soil CO2 efflux. Subsurface soil CO2 concentration and efflux showed clear seasonal variations, with an increase in spring to a small peak, reaching a maximum in summer, then a decrease in autumn but with a sharp second peak when precipitation season began, and finally a decrease to a minimum in winter. In this forest ecosystem, the calculated soil subsurface CO2 efflux at 0.02 m averaged 1.40 µmol m−2 s−1 and ranged from 0.24 to 4.11 µmol m−2 s−1 over a whole year from September 1, 2018 to August 31, 2019. Seasonal fluctuations in soil CO2 concentrations and efflux were primarily influenced by soil temperature, with soil moisture exerting secondary effects throughout the entire study period and in most cases. However, during warm, dry periods like summer or maturity stages, soil water content emerged as the primary factor governing CO2 efflux. The combined influences of soil temperature and water content were different in different phenological stages, and highly regulated by drought and rains. For instance, in the phenological mature stage, soil CO2 concentration was mainly affected by soil water content. In the mature stage, soil CO2 efflux correlated more closely with soil water content than with soil temperature following a spring drought episode.

我们在东亚季风区中国淮南一片树龄 20 年的亚热带橡树林中分析了长期土壤二氧化碳浓度、土壤温度和湿度,并同时测量了树冠微气候。采用梯度法对每日土壤二氧化碳流出量进行了量化。我们研究了土壤二氧化碳浓度和流出量与土壤温度和含水量之间的关系,以及物候期和季节的影响。地表下土壤二氧化碳浓度和流出量表现出明显的季节性变化,春季增加到一个小高峰,夏季达到最大值,然后秋季减少,但降水季节开始时会出现第二个急剧高峰,最后冬季减少到最低值。在该森林生态系统中,从2018年9月1日至2019年8月31日的一整年中,计算得出的0.02米处土壤表下二氧化碳流出量平均为1.40 µmol m-2 s-1,范围在0.24至4.11 µmol m-2 s-1之间。在整个研究期间,土壤二氧化碳浓度和流出量的季节性波动主要受土壤温度的影响,土壤湿度在大多数情况下起次要作用。然而,在夏季或成熟期等温暖干燥的时期,土壤含水量成为影响二氧化碳流出量的主要因素。在不同物候期,土壤温度和含水量的综合影响不同,而且受干旱和降雨的影响很大。例如,在物候成熟阶段,土壤二氧化碳浓度主要受土壤含水量的影响。在成熟期,土壤二氧化碳排出量与土壤含水量的相关性比与春季干旱后的土壤温度的相关性更密切。
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引用次数: 0
Variation of the gale process over the South China Sea from 1979 to 2021 and its response to East Pacific Sea surface temperature 1979-2021年南海大风过程的变化及其对东太平洋海面温度的响应
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-19 DOI: 10.1007/s00704-024-05116-0
Chenxuan Li, Zhigang Wei

By using ERA5 reanalysis data, this paper combined existing research definitions of gale processes to analyze the variation characteristics of gale processes occurring in the South China Sea region, and to study the response of the gale process to East Pacific sea surface temperature. The results indicate that the gale process shows the significant annual variation and the most frequent in winter and least frequent in summer. While there is no significant trend in the frequency of gale processes in each season. There is a significant negative correlation between the frequency of gale process and the East Pacific sea surface temperature in spring, autumn, and winter. When the sea surface temperature in the eastern Pacific rises abnormally, the frequency of gale processes in the South China Sea decreases. When abnormally high, the frequency of gale process in the South China Sea increases. In summer, this relationship is the opposite. When sea surface temperature is abnormal, the anomalous anticyclone triggered in the western Pacific, and has a weakening effect on the prevailing winds in the South China Sea, leading to a reduction in high wind speed and gale events, thereby reducing the frequency of gale process.

本文利用ERA5再分析资料,结合现有关于大风过程的研究定义,分析了南海地区大风过程的变化特征,并研究了大风过程对东太平洋海表温度的响应。结果表明,大风过程呈现出明显的年变化特征,冬季最频繁,夏季最不频繁。而各季节的大风过程频率没有明显的变化趋势。春季、秋季和冬季的大风过程频率与东太平洋海面温度呈明显的负相关。当东太平洋海面温度异常升高时,南海大风过程频率降低。当东太平洋海面温度异常升高时,南海大风过程频率增加。在夏季,这种关系正好相反。当海面温度异常时,西太平洋引发异常反气旋,对南海盛行风有减弱作用,导致大风风速和大风事件减少,从而降低了大风过程的频率。
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引用次数: 0
Geospatial identification of possible rainwater harvesting locations within a high-altitude Gilgit River basin, Pakistan 巴基斯坦高海拔吉尔吉特河流域可能的雨水收集地点的地理空间识别
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-18 DOI: 10.1007/s00704-024-05024-3
Madiha Asif, Muhammad Yaseen, Syed Umair Shahid, Yasir Latif, Salma Anwar, Sohail Abbas

The management of water resources is no longer an option but a necessity especially in countries with a high rate of population growth like Pakistan. Pakistan has a high-water scarcity, an extremely varying topography, and is also one of the countries encountering the problem of climate change. Therefore, prudent utilization of available water resources is a matter in the plains of Pakistan as in its high-altitude regions. Instead of wasting water which is a valuable resource, rainwater harvesting is a way of saving rainwater as an alternative source of fresh water for better use. The aim of this study was to search for potential rainwater-harvesting areas in a high-altitude Gilgit River basin. This research employed the SCS-CN technique in estimating surface runoff in the GIS environment. The geospatial study used four input parameters: slope of the land, land covers, surface runoff and drainage density. The research concluded that some lands, especially those that are deserted in dry area and agricultural lands, can serve as the sites of rainwater harvesting, with only 4% of area that was highly suitable for the purpose. Nevertheless, 37% of the investigated area was shown as totally unviable for rainwater collection installations because of steep slopes and substantial volume of snow. Simultaneously, the rainwater storage design solutions suggested were check dam, percolation tank, and agricultural ponds with the area of 3.5%, 1%, and 0.75% of the given land area, respectively, for rainwater harvesting. The locations of potential catchment and planned rainwater harvesting structures would assist the local authorities and the policy makers to provide plans and design on the construction of water storages and also the optimization of water use.

水资源管理不再是一种选择,而是一种需要,尤其是在巴基斯坦这样人口增长率较高的国家。巴基斯坦缺水严重,地形变化极大,也是面临气候变化问题的国家之一。因此,巴基斯坦的平原地区和高海拔地区一样,都需要谨慎利用现有的水资源。雨水收集是一种节约雨水的方法,可以作为淡水的替代来源,更好地利用雨水,而不是浪费宝贵的水资源。本研究的目的是在高海拔的吉尔吉特河流域寻找潜在的雨水收集区。本研究采用 SCS-CN 技术在地理信息系统环境中估算地表径流。地理空间研究使用了四个输入参数:土地坡度、土地覆盖、地表径流和排水密度。研究得出结论,一些土地,尤其是干旱地区的荒芜土地和农田,可以作为雨水收集的地点,只有 4% 的面积非常适合收集雨水。然而,37% 的调查区域由于山坡陡峭、积雪量大,完全不适合安装雨水收集装置。同时,提出的雨水储存设计方案包括拦水坝、渗滤池和农用池塘,雨水收集面积分别占给定土地面积的 3.5%、1% 和 0.75%。潜在集水区的位置和规划的雨水收集结构将有助于地方当局和政策制定者提供有关蓄水设施建设和优化用水的规划和设计。
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引用次数: 0
Near-term efficient predictability of dry and wet years during West African monsoon season 西非季风季节干年和湿年的近期有效预测性
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-18 DOI: 10.1007/s00704-024-05108-0
Ugochukwu K. Okoro, Wen Chen, Victor N. Dike

The near-term performance efficiency in predicting the dry and wet years in the West African monsoon (WAM) season (May to October) has been studied from 1979 to 2050 using the CRU observational rainfall, NCEP RII atmospheric circulation fields, and CORDEX-Africa outputs in the historical and RCP 8.5 experiments. The dry and wet years from the 6-month SPI at the Western Sudano Sahel (WSS), Eastern Sudano Sahel (ESS), and Guinea Coast (GC) rainfall regions, respectively, have shown consistency in the associated features during such WAM season extremes. The ensemble mean of the historical outputs (1979 to 2005) shows varying simulations of the WAM season; non-significant correlation in rainfall in GC and its overestimation at the three regions, the underestimating (overestimating) of Moisture Flux Convergence (MFC) in the Sahel (GC), and the “non-reasonable” performance by the Kling-Gupta efficiency in simulating the zonal moisture flux in GC and meridional moisture flux in ESS. The bias-correction of the RCP 8.5 outputs has shown improved performance efficiency of the models simulations from 2006 to 2021, however, with the attendant limitations in the technique. The bias-corrected rainfall showed underestimation at all regions although indicating negative significant correlation at the GC (r = -0.33, at 99.9% Confidence level from t-test) whereas the MFC has shown reasonable performance in the GC (KGE = -0.39). However, the ensemble mean of the models presents greater efficiency in projecting the WAM dry and wet years although there are yet huge uncertainties in the projections indicated by the MBE values. The 6-month SPI projections from the improved RCP 8.5 simulation present 2048 to be dry and 2035, 2042 and 2047 to be wet years during the WAM from 2022 to 2050. Noteworthy is the impact of MFC on rainfall being consistent in both the historical and the bias-corrected models’ outputs, having a greater impact by 2050.

利用 CRU 观测雨量、NCEP RII 大气环流场和 CORDEX-Africa 在历史和 RCP 8.5 试验中的输出,研究了 1979 年至 2050 年西非季风季节(5 月至 10 月)干湿年的近期预测性能效率。西苏达诺萨赫勒(WSS)、东苏达诺萨赫勒(ESS)和几内亚海岸(GC)降雨区 6 个月 SPI 的干年和湿年分别显示了 WAM 极端季节期间相关特征的一致性。历史输出的集合平均值(1979 年至 2005 年)显示,对 WAM 季节的模拟各不相同;几内亚海岸降雨量的相关性不明显,但在三个地区都高估了降雨量;萨赫勒(几内亚海岸)的水汽流量辐合(MFC)被低估(高估);克林-古普塔效率在模拟几内亚海岸的带状水汽流量和萨赫勒东部的经向水汽流量时表现 "不合理"。对 RCP 8.5 的输出进行偏差校正后,2006 至 2021 年模式模拟的性能效率有所提高,但该技术也存在相应的局限性。偏差校正后的降雨量在所有地区都被低估了,但在全球气候中心显示出显著的负相关(r = -0.33,t 检验的置信度为 99.9%),而 MFC 在全球气候中心显示出合理的性能(KGE = -0.39)。然而,尽管 MBE 值显示的预测结果存在巨大的不确定性,但模式的集合平均值在预测世界气象组织的干旱和湿润年份时表现出更高的效率。根据改进的 RCP 8.5 模拟的 6 个月 SPI 预测,2048 年为干旱年,2035、2042 和 2047 年为 2022 至 2050 年世界气象组织干旱和湿润年。值得注意的是,在历史模式和偏差校正模式的输出结果中,MFC 对降雨量的影响是一致的,但到 2050 年影响更大。
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引用次数: 0
Unraveling the spatiotemporal dynamics of relative humidity in major Saudi Arabian cities: A synergy of climate modeling, regression analysis, and wavelet coherence 揭示沙特阿拉伯主要城市相对湿度的时空动态:气候建模、回归分析和小波一致性的协同作用
IF 3.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-17 DOI: 10.1007/s00704-024-05105-3
Baqer Al-Ramadan, Adel S. Aldosary, Abdulla Al Kafy, Saleh Alsulamy, Zullyadini A. Rahaman

In the rapidly changing climate of arid desert regions, evaluating the comprehensive characteristics of humidity levels is crucial for agricultural, urban, and infrastructural planning, as well as for minimizing potential public health impacts. We investigated variability and trends of humidity levels in major Saudi Arabian cities during 1982–2022, focusing on the influence of meteorological factors such as average, maximum and minimum temperature, rainfall, and windspeed. Employing the Probability Density Function and descriptive statistics, variability of climatic factors was analyzed. The Mann–Kendall Test (MKT) and Innovative Trend Analysis (ITA) were employed to identify monthly and annual trends. The magnitude and changing patterns were determined by calculating Sen’s Slope and ITA slope. Findings of the MKT and ITA showed similar trends in humidity levels across all the cities. ITA result revealed that humidity in Riyadh and Taif decreased at a rate of 0.012% and 0.016% per year, respectively, while increased in Jeddah, Makkah, and Madinah at a 0.05 confidence level. The influence of climatic factors on humidity was assessed using Pearson’s correlation coefficients, multiple regression model, and wavelet transform coherence (WTC) for each city, pinpointing temperature as the key driver of humidity variability. The dominance of temperature features was corroborated by strong power spectrums in the WTC across various time periods and scales. The in-depth analysis of humidity dynamics in this study provides critical insights for the development of climate-resilient infrastructure and formulation of public health strategies in Saudi Arabian cities.

在气候迅速变化的干旱沙漠地区,评估湿度水平的综合特征对于农业、城市和基础设施规划以及最大限度地减少潜在的公共健康影响至关重要。我们研究了 1982-2022 年沙特阿拉伯主要城市湿度水平的变化和趋势,重点关注平均气温、最高气温、最低气温、降雨量和风速等气象因素的影响。利用概率密度函数和描述性统计对气候因素的变化进行了分析。采用曼-肯德尔检验法(MKT)和创新趋势分析法(ITA)来确定月度和年度趋势。通过计算森氏斜率(Sen's Slope)和创新趋势分析(ITA)斜率,确定了变化的幅度和模式。MKT 和 ITA 的结果显示,所有城市的湿度水平趋势相似。ITA 结果显示,利雅得和塔伊夫的湿度分别以每年 0.012% 和 0.016% 的速度下降,而吉达、麦加和麦地那的湿度则以 0.05 的置信水平上升。利用皮尔逊相关系数、多元回归模型和小波变换相干性(WTC)对每个城市的气候因素对湿度的影响进行了评估,确定温度是湿度变化的主要驱动因素。小波变换相干性在不同时间段和尺度上的强功率谱证实了温度特征的主导地位。本研究对湿度动态的深入分析为沙特阿拉伯城市发展气候适应性基础设施和制定公共卫生战略提供了重要启示。
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Theoretical and Applied Climatology
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