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An innovative approach for quality assessment and its contamination on surface water for drinking purpose in Mahanadi River Basin, Odisha of India, with the integration of BA-WQI, AHP-TOPSIS, FL-DWQI, MOORA, and RF methodology 结合 BA-WQI、AHP-TOPSIS、FL-DWQI、MOORA 和 RF 方法,对印度奥迪沙邦 Mahanadi 河流域饮用水地表水的质量评估及其污染情况采用创新方法
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-25 DOI: 10.1007/s13201-024-02326-9
Abhijeet Das
<div><p>Water is essential for life, as it supports bodily functions, nourishes crops, and maintains ecosystems. Drinking water is crucial for maintaining good health and can also contribute to economic development by reducing health-care costs and improving productivity. The present study evaluated the surface water quality of Mahanadi River (Odisha, India). Hence, to evaluate the hydro-chemical processes, sources of contamination, and water quality, a methodical examination was conducted using an integrated approach, namely Bayesian Approximation (BA), Analytical Hierarchy Process (AHP)-Technique of Order of Preference by Similarity to Ideal Solution (TOPSIS), Fuzzy Logic (FL), Multi-Objective Optimization on the Basis of Ratio Analysis (MOORA), and Random Forest (RF) method. For this, water samples from 16 locations were taken for a period of 2018–2024, to test 21 physicochemical parameters in the selected sampling sites. From the assessment of parameters, with respect to WHO standards, pH indicates alkaline, TKN, and TC in all samples surpassed the prescribed drinking water limit. However, major ion and hardness spatial interpolation maps typically show that the quality of the water declines from upstream to downstream, with extreme values found in the downstream. The index for BA-WQI value revealed that 50% of samples belong to unsatisfactory water quality. This was also accompanied by several parameter’s high values, namely TDS, NO<sub>3</sub><sup>−</sup>, Cl<sup>−</sup>, and SO<sub>4</sub><sup>2−</sup>, which were also highest among all the locations. Again, it is noticed that 12.50% of sites come under the zone of excellent water. However, 37.50% of samples indicated a good water class. As a result, a renowned MCDM model, such as AHP-TOPSIS, was presented, which makes use of rough set theory and Bayesian weights to provide a trustworthy and objective assessment of the total pollution levels at each sample site. Hence, this innovative technique depicted that W-(9) was the most polluted region if compared to other places, followed by W-(8), (16), (2), and (7), respectively. Based on FL-DWQI values, 12.5% of monitored specimens point towards excellent category, and rest 18.75% indicated as good quality. The remaining samples, or 68.75%, consist of ‘poor, very poor, and unsuitable qualities'. However, it was relevant that the degree of pollution at these stations was more closely linked to a variety of expanding human activities, such as excessive water use, fertilizer effects, agricultural runoff, and industrial activity in and around the river corridor. Additionally, MOORA has been conducted and performance scores were extracted. These four polluted sites such as W-(9), (8), (16), and (4), which contain higher performance scores, were 0.89, 0.093, 0.06, and 0.04. The major four places containing variables that exceeded the WHO limits, which account for TKN, coliform, and EC properties, were named accordingly. It was discovered that the main
水是生命的必需品,因为它支持身体机能、滋养农作物并维护生态系统。饮用水对保持身体健康至关重要,还能通过降低医疗成本和提高生产力促进经济发展。本研究评估了马哈纳迪河(印度奥迪沙)的地表水质。因此,为了评估水化学过程、污染源和水质,我们采用了一种综合方法,即贝叶斯逼近法(BA)、层次分析法(AHP)--理想解相似度排序法(TOPSIS)、模糊逻辑法(FL)、基于比率分析的多目标优化法(MOORA)和随机森林法(RF)进行了研究。为此,从 16 个地点采集了 2018-2024 年期间的水样,以检测所选采样地点的 21 个理化参数。从参数评估结果来看,与世界卫生组织的标准相比,所有样本中的 pH 值显示为碱性,TKN 和 TC 超过了规定的饮用水限值。然而,主要离子和硬度空间插值图通常显示水质从上游向下游递减,极端值出现在下游。BA-WQI 值指数显示,50% 的水样属于不合格水质。同时,还有几个参数值较高,即 TDS、NO3-、Cl- 和 SO42-,在所有地点中也是最高的。我们还注意到,12.50% 的地点属于水质优良区。然而,37.50% 的样本属于良好水质。因此,提出了一个著名的 MCDM 模型,如 AHP-TOPSIS,该模型利用粗糙集理论和贝叶斯权重,对每个样本点的总污染水平进行了可信而客观的评估。因此,这一创新技术表明,与其他地方相比,W-(9) 是污染最严重的地区,其次分别是 W-(8)、(16)、(2) 和 (7)。根据 FL-DWQI 值,12.5% 的监测样本属于优级,其余 18.75% 属于良级。其余 68.75% 的样本属于 "差、极差和不合格"。然而,这些站点的污染程度与各种不断扩大的人类活动密切相关,如过度用水、肥料效应、农业径流以及河流走廊及其周边地区的工业活动。此外,还进行了 MOORA 分析并提取了性能分数。这四个污染点,如 W-(9)、(8)、(16)和(4),含有较高的性能分数,分别为 0.89、0.093、0.06 和 0.04。含有超过世界卫生组织限值的变量的主要四个地方,即总氨氮、大肠菌群和导电率特性,被相应地命名。结果发现,造成河流水质掺假的主要原因是农业径流和家庭废水。此外,还对 16 个地点进行了 RF 分析,并根据 R2 和 RMSE 分数得出了 Cl-、TH、TDS、EC 和 TC 等五个关键变量。其中,前四个 RF 因子足以解释 83.86%、84.27%、84.14% 和 85%的相关矩阵模型精度。最终,目标 TC 显示了约 89% 的总精度。随后,用 RF-WQI 表示所有采样点的水质。得到的数值在 15 到 243 之间,从好水到差水不等。调查的主要发现是,在 8 个水质不达标的地点,河水水质掺假的主要来源是农业径流、非法堆放的城市固体废物和日益恶化的家庭供水。这项工作凸显了整合这些技术来监测和评估河流水质的可行性和可靠性。因此,这些发现对于理解地表水的可持续性以及研究地区的人类消费至关重要。
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引用次数: 0
Simulation of wheat water footprint using AquaCrop model under the climate change, case study in Qazvin plain 利用 AquaCrop 模型模拟气候变化下的小麦水足迹,加兹温平原案例研究
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-25 DOI: 10.1007/s13201-024-02305-0
Mojgan Ahmadi, Hadi Ramezani Etedali, Ali Salem, Mustafa Al-Mukhtar, Ahmed Elbeltagi

Simulating crop water consumption has been introduced as a valuable decision tool in food security. Such a tool is typically used to support a better understanding of how to increase water-use efficiency to satisfy optimal water management and sustainability. However, climate change is one of the most important and influential factors that restrain sustainable development, agriculture, and food security. Wheat is one of the most important and strategic products in the world and Iran. Therefore, in this study, the impacts of future climate changes on winter wheat yield, water requirement (WR), evapotranspiration (ET), and water footprint (WF) were evaluated in Qazvin Plain, Iran. As such, the outputs from five general circulation models (EC-EARTH, GFDL-CM3, MPI-ESM-MR, MIROC5, and HADGEM2-ES) were fed into the LARS-WG model to get finer spatial climate data for four future periods (P1:2021–2040, P2:2041–2060, P3:2061–2080, P4:2081–2100) considering three emission scenarios (RCP2.6, RCP4.5, and RCP8.5). Thereafter, the projected climate change data were used in the FAO AquaCrop model to simulate the variability of wheat characteristics. The results proved the superiority of LARS-WG to model the maximum and minimum temperatures and precipitation (P) of the baseline scenario (1986–2015). Moreover, results revealed that the wheat WF will decrease in future periods. The modeling results showed that the average wheat yield and biomass will increase in future periods by 7.67 and 15.98 tons/ha, respectively, as compared to the baseline. The highest increase was recorded by the HadGEM2-ES model with RCP8.5 during 2081–2100. The average WR in the baseline was 127.14 mm, which was projected to decrease in future periods. The results show that ET will potentially increase in the period 2021–2040. As a consequence, the adapted methodology produced significantly superior outcomes and can aid in decision-making for both water managers and development planners.

模拟作物耗水量已被作为粮食安全领域的一项重要决策工具。这种工具通常用于帮助人们更好地理解如何提高用水效率,以实现最佳的水资源管理和可持续性。然而,气候变化是制约可持续发展、农业和粮食安全的最重要和最具影响力的因素之一。小麦是世界和伊朗最重要的战略产品之一。因此,本研究评估了未来气候变化对伊朗加兹温平原冬小麦产量、需水量(WR)、蒸散量(ET)和水足迹(WF)的影响。因此,将五个大气环流模型(EC-EARTH、GFDL-CM3、MPI-ESM-MR、MIROC5 和 HADGEM2-ES)的输出结果输入 LARS-WG 模型,以获得考虑三种排放情景(RCP2.6、RCP4.5 和 RCP8.5)的四个未来时期(P1:2021-2040、P2:2041-2060、P3:2061-2080、P4:2081-2100)更精细的空间气候数据。此后,预测的气候变化数据被用于粮农组织 AquaCrop 模型,以模拟小麦特性的变化。结果证明,LARS-WG 在模拟基线情景(1986-2015 年)的最高和最低气温以及降水量(P)方面具有优势。此外,结果还显示,未来小麦的粮食产量将有所下降。建模结果表明,与基准情景相比,未来时期小麦平均产量和生物量将分别增加 7.67 吨/公顷和 15.98 吨/公顷。在 2081-2100 年期间,采用 RCP8.5 的 HadGEM2-ES 模型的增幅最大。基线的平均 WR 为 127.14 毫米,预计在未来时期将有所下降。结果表明,在 2021-2040 年期间,蒸散发可能会增加。因此,经过调整的方法产生了明显优越的结果,可以帮助水资源管理者和发展规划者做出决策。
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引用次数: 0
Adoption challenges of environmental monitoring practices: case study of temperature data loggers in selected Australian vegetable supply chains 采用环境监测做法面临的挑战:澳大利亚部分蔬菜供应链中温度数据记录器的案例研究
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-23 DOI: 10.1007/s13201-024-02300-5
Moudassir Habib, Ben Lyons, Chad Renando

Temperature monitoring across cold chain practices is an integral component of fresh produce supply chains. Numerous temperature data loggers (TDLs) are available to reduce the significant amount of food loss and waste (FLW) (equivalent to around 50%) in vegetable supply chains; however, its widespread adoption remains a challenge for the actors along the chain. This study seeks to understand the adoption of TDLs within selected Australian vegetable supply chains to address the challenge of FLW. Three representative cases of vegetable supply chains were purposively selected, including growers, packers, transporters, distribution centres along with technology providers, and industry experts. Data were collected through semi-structured interviews and analysed utilising thematic analysis. The findings indicate that members of vegetable supply chains recognise temperature management as one of the key factors for preserving quality and extending shelf life of their produce; however, they are not proactively seeking to utilise TDLs in their supply chain operations. Resistance to adoption of TDLs is deeply rooted in product-based challenges such as cost and compatibility, and process-based challenges including information sharing and product mixing. Additionally, presence of an individual’s undesirable behavioural aspects such as status-quo bias and responsibility shirking as well as prevailing social norms within the industry influence the adoption of TDLs.

冷链操作中的温度监测是新鲜农产品供应链不可或缺的组成部分。许多温度数据记录仪(TDLs)可用于减少蔬菜供应链中大量的食品损失和浪费(FLW)(约等于 50%);然而,对于蔬菜供应链中的参与者来说,广泛采用温度数据记录仪仍然是一项挑战。本研究旨在了解澳大利亚部分蔬菜供应链采用贸易运输记录(TDL)来应对食物损耗和浪费挑战的情况。研究人员有目的地选择了三个具有代表性的蔬菜供应链案例,包括种植者、包装者、运输者、配送中心以及技术提供者和行业专家。通过半结构式访谈收集数据,并利用主题分析法对数据进行分析。研究结果表明,蔬菜供应链的成员认识到温度管理是保持农产品质量和延长保质期的关键因素之一;但是,他们并没有积极主动地寻求在供应链运营中使用运输记录仪。采用温度检测仪的阻力深深植根于产品方面的挑战,如成本和兼容性,以及流程方面的挑战,包括信息共享和产品混合。此外,个人的不良行为方面,如对现状的偏见和推卸责任,以及行业内普遍存在的社会规范,也影响了 TDL 的采用。
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引用次数: 0
Analytical study on 2D groundwater flow in a sloping unconfined aquifer under spatiotemporal recharge 时空补给条件下斜坡无约束含水层中二维地下水流的分析研究
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-16 DOI: 10.1007/s13201-024-02319-8
Ming-Chang Wu, Ping-Cheng Hsieh

This study presents a two-dimensional (2D) model for simulating groundwater level variations in sloping aquifers, where rainfall is the primary recharge source. The model uses Heaviside functions to represent spatiotemporal surface recharges and is based on the 2D linearized Boussinesq equation. Analytical solutions were derived using an integral transformation method, allowing for analysis of aquifer characteristics, such as anisotropy, slope, and hydraulic conductivity. In contrast to studies that assume total rainfall becomes recharge, this model employs Horton’s infiltration equation for more accurate estimates, showing strong alignment with field data. The results highlight the significant impact of anisotropy on groundwater flow, particularly when the hydraulic conductivity ratio ({K}_{x}/{K}_{y}) exceeds 10, leading to predominantly (X)-direction flow, with the flow rate increasing by 1.3 times compared to the scenario where ({K}_{x}/{K}_{y}=1) under slope angles ({theta }_{x}={theta }_{y}=5^circ). This model also aids in predicting groundwater behavior in small watersheds without field data.

本研究提出了一个二维(2D)模型,用于模拟以降雨为主要补给源的斜坡含水层的地下水位变化。该模型使用 Heaviside 函数来表示时空表面补给,并基于二维线性化 Boussinesq 方程。利用积分变换法得出了分析解,从而可以分析含水层的特征,如各向异性、坡度和水力传导性。与假定总降雨量成为补给量的研究不同,该模型采用霍顿渗透方程进行更精确的估算,与实地数据非常吻合。结果凸显了各向异性对地下水流的重大影响,尤其是当水力传导比 ({K}_{x}/{K}_{y}) 超过 10 时,会导致主要是 (X) 方向的流动,流速增加 1.与坡角 ({theta }_{x}={theta }_{y}=5^circ) 下 ({K}_{x}/{K}_{y}=1) 的情况相比,流速增加了 1.3 倍。该模型还有助于预测没有实地数据的小流域的地下水行为。
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引用次数: 0
Evaluation of ZnO/NiO/kaolin nanocomposite as a sorbent/photocatalyst in hybrid water remediation process 将 ZnO/NiO/高岭土纳米复合材料作为吸附剂/光催化剂用于混合水修复过程的评估
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-16 DOI: 10.1007/s13201-024-02282-4
Sarah A. Farag, M. Farouk, Nabila Shehata

The colored effluents causing environmental pollution pose a threat to the world. This study aims to assess the effectiveness of nickel oxide/zinc oxide/kaolin nanocomposite (NiO/ZnO/Ka) in removing methylene blue (MB) from water. Furthermore, it aims to examine the impact of synergetic adsorption/photocatalytic degradation (APCD) on the MB adsorption capacity as well as the suitability of the nonlinear adsorption isotherm and kinetic modeling in analyzing the process. The composites ZnO/Ka and NiO/ZnO/Ka were synthesized by the sol–gel method and were characterized by X-ray diffraction, Fourier transform infra-red, field emission scanning electron microscopy, and Brunauer–Emmett–Teller. The impacts of various parameters, such as pH, initial concentration of MB, dose, ionic strength, and temperature, on MB removal were studied using adsorption and APCD. The results showed that ZnO/Ka had the maximum adsorption capacity of MB (39.31 mg/g) and the maximum removal (78.61%) under optimal conditions of pH 10, clay dosage of 0.1 g/25 mL, initial concentration of MB 200 mg/L, contact time of 15 min, and 298 K, while NiO/ZnO/Ka showed the maximum adsorption capacity of MB (40.88 mg/g) and maximum removal (83.74%) at pH 7. It was also noticed that Temkin and Fritz–Schlunder models are the best isotherm models, with the highest R2 (1 and 0.842) for ZnO/Ka and NiO/ZnO/Ka, respectively. Moreover, the data of adsorption and photodegradation of MB onto ZnO/Ka and NiO/ZnO/Ka were revealed to follow pseudo-first-order and Avrami kinetic models with R2 (0.897) for ZnO/Ka and (0.986) for NiO/ZnO/Ka. Overall, NiO/ZnO/Ka showed better removal of MB than ZnO/Ka, and the hybrid process (photodegradation process after adsorption) enhanced the overall efficiency of MB removal than adsorption alone.

造成环境污染的有色污水对世界构成了威胁。本研究旨在评估氧化镍/氧化锌/高岭土纳米复合材料(NiO/ZnO/Ka)去除水中亚甲基蓝(MB)的效果。此外,它还旨在研究协同吸附/光催化降解(APCD)对甲基溴吸附能力的影响,以及非线性吸附等温线和动力学模型在分析该过程中的适用性。采用溶胶-凝胶法合成了 ZnO/Ka 和 NiO/ZnO/Ka 复合材料,并通过 X 射线衍射、傅立叶变换红外光谱、场发射扫描电子显微镜和布鲁瑙尔-艾美特-泰勒法对其进行了表征。利用吸附和 APCD 研究了 pH 值、甲基溴初始浓度、剂量、离子强度和温度等各种参数对甲基溴去除的影响。结果表明,在 pH 值为 10、粘土用量为 0.1 g/25 mL、甲基溴初始浓度为 200 mg/L、接触时间为 15 分钟、温度为 298 K 的最佳条件下,ZnO/Ka 对甲基溴的吸附容量最大(39.31 mg/g),去除率最高(78.61%);而 NiO/ZnO/Ka 对甲基溴的吸附容量最大(40.研究还发现,Temkin 和 Fritz-Schlunder 模型是最好的等温线模型,ZnO/Ka 和 NiO/ZnO/Ka 的 R2 分别为 1 和 0.842。此外,甲基溴在 ZnO/Ka 和 NiO/ZnO/Ka 上的吸附和光降解数据显示遵循伪一阶动力学模型和阿夫拉米动力学模型,ZnO/Ka 的 R2 为 0.897,NiO/ZnO/Ka 的 R2 为 0.986。总体而言,NiO/ZnO/Ka 对甲基溴的去除效果优于 ZnO/Ka,而且混合过程(吸附后的光降解过程)比单独吸附提高了甲基溴的总体去除效率。
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引用次数: 0
Water desalination using atmospheric pressure plasma combined with thermal treatment 利用常压等离子体结合热处理进行海水淡化
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-13 DOI: 10.1007/s13201-024-02321-0
F. M. El-Hossary, Ayman A. Saber, Mohammed H. Fawey

Herein, a novel method is presented for enhancing the thermal desalination process of saline water and seawater using atmospheric pressure plasma (APP). The effect of APP treatment combined with thermal heating (APP-TH) on the energy consumption, conductivity, and pH of seawater and saline water is investigated. Utilizing scanning electron microscopy and X-ray diffractometry, the evolution of the morphology, structure, and chemical composition of precipitated crystals is characterized. The APP-TH method reduces the energy consumption for desalination by 40.5% for saline water and by 52.82% for seawater when compared to the TH-only method. The pH value remains approximately unchanged, decreasing slightly for the saline water from 7.1 for untreated saline water to 7.05 after APP-TH treatment. However, after APP-TH treatment, the pH value of the seawater increased slightly, from 7 to 7.8. The total dissolved salts decreased after APP-TH treatment, lowering the conductivity of the saline water from 65,000 µS/cm to 160 µS/cm and the conductivity of the seawater from 58,200 µS/cm to 243 µS/cm. Moreover, the size of precipitated crystals from saline water is 31.47 nm after APP-TH treatment, compared to 55.59 nm after TH-only treatment. They also dropped from 41 nm to 39.5 nm for seawater. Compared with traditional approaches, this research proposes an optimistic solution to address global potable water scarcity issues.

本文介绍了一种利用常压等离子体(APP)提高盐水和海水热脱盐工艺的新方法。研究了 APP 处理与热加热(APP-TH)相结合对海水和盐水的能耗、电导率和 pH 值的影响。利用扫描电子显微镜和 X 射线衍射仪,对沉淀晶体的形态、结构和化学成分的演变进行了表征。与仅使用 TH 的方法相比,APP-TH 方法可将盐水脱盐的能耗降低 40.5%,将海水脱盐的能耗降低 52.82%。盐水的 pH 值基本保持不变,略有下降,从未经处理的盐水的 7.1 降至 APP-TH 处理后的 7.05。然而,经过 APP-TH 处理后,海水的 pH 值略有上升,从 7 升至 7.8。经 APP-TH 处理后,总溶解盐减少,盐水的电导率从 65,000 µS/cm 降至 160 µS/cm,海水的电导率从 58,200 µS/cm 降至 243 µS/cm。此外,经过 APP-TH 处理后,盐水中析出的晶体大小为 31.47 nm,而只经过 TH 处理后则为 55.59 nm。海水中析出的晶体尺寸也从 41 纳米降至 39.5 纳米。与传统方法相比,这项研究为解决全球饮用水短缺问题提出了一个乐观的解决方案。
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引用次数: 0
Advanced reference crop evapotranspiration prediction: a novel framework combining neural nets, bee optimization algorithm, and mode decomposition 先进的参考作物蒸散量预测:结合神经网络、蜜蜂优化算法和模式分解的新型框架
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-11 DOI: 10.1007/s13201-024-02308-x
Ahmed Elbeltagi, Okan Mert Katipoğlu, Veysi Kartal, Ali Danandeh Mehr, Sabri Berhail, Elsayed Ahmed Elsadek

Various critical applications, spanning from watershed management to agricultural planning and ecological sustainability, hinge upon the accurate prediction of reference evapotranspiration (ETo). In this context, our study aimed to enhance the accuracy of ETo prediction models by combining a variety of signal decomposition techniques with an Artificial Bee Colony (ABC)–artificial neural network (ANN) (codename: ABC–ANN). To this end, historical (1979–2014) daily climate variables, including maximum temperature, minimum temperature, mean temperature, wind speed, relative humidity, solar radiation, and precipitation from four arid and semi-arid regions in Egypt: Al-Qalyubiyah, Cairo, Damietta, and Port Said, were used. Six techniques, namely, Empirical Mode Decomposition, Variational Mode Decomposition, Ensemble Empirical Mode Decomposition, Local Mean Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise, and Empirical Wavelet Transform were used to evaluate signal decomposition efficiency in ETo prediction. Our results showed that the highest ETo prediction accuracy was obtained with ABC-ANN (Train R2: 0.990 and Test R2: 0.989), (Train R2: 0.986 and Test R2: 0.986), (Train R2: 0.991 and Test R2: 0.989) and (Train R2: 0.988 and Test R2: 0.987) for Al-Qalyubiyah, Cairo, Damietta, and Port Said, respectively. The impressive results of our hybrid model attest to its importance as a powerful tool for tackling the problems associated with ETo prediction.

从流域管理到农业规划和生态可持续性等各种关键应用都取决于对参考蒸散量(ETo)的准确预测。在此背景下,我们的研究旨在通过将各种信号分解技术与人工蜂群(ABC)-人工神经网络(ANN)(代号:ABC-ANN)相结合,提高蒸散量预测模型的准确性。为此,研究了埃及四个干旱和半干旱地区的历史(1979-2014 年)每日气候变量,包括最高气温、最低气温、平均气温、风速、相对湿度、太阳辐射和降水量:使用的气候变量包括埃及四个干旱和半干旱地区的最高气温、最低气温、平均气温、风速、相对湿度、太阳辐射和降水量。使用了六种技术,即经验模式分解、变异模式分解、集合经验模式分解、局部均值分解、带自适应噪声的完全集合经验模式分解和经验小波变换,来评估 ETo 预测中的信号分解效率。结果表明,ABC-ANN(训练 R2:0.990,测试 R2:0.989)、ABC-ANN(训练 R2:0.986,测试 R2:0.986)、ABC-ANN(训练 R2:0.991,测试 R2:0.989)和 ABC-ANN (训练 R2:0.988,测试 R2:0.987)分别对 Al-Qalyubiyah、Cairo、Damietta 和 Port Said 获得了最高的 ETo 预测精度。我们的混合模型取得了令人印象深刻的结果,证明它是解决与蒸散发预测相关问题的重要有力工具。
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引用次数: 0
Studying the kinetic energy budget and moisture transport during a severe case of cyclogenesis 研究严重气旋生成过程中的动能预算和水汽输送
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-11 DOI: 10.1007/s13201-024-02313-0
Abdulhaleem H. Labban

This work aimed to investigate the kinetic energy budget and moisture transport of a case of cyclogenesis that causes intense rains over north and middle parts of Saudi Arabia on November 23–25, 2022. The study of kinetic energy (KE) and its budget concludes that the majority of the KE was concentrated at 400 hPa and above, coinciding with the powerful activity of the subtropical jet stream during the period of cyclogenesis. The KE generation through cross-contour flow serves as a major energy source. During the cyclogenesis process, KE dissipation from grid to subgrid scales is a major energy sink, while the horizontal flux divergence of KE acts as a source of KE. The study of moisture transport through the attributes of moisture-flux components and the dispersion of perceptible water during the cyclogenesis reveals that within the lower tropospheric layer, the rotating component of moisture flux brings moisture from two primary regions: One zone spans the Arabian Sea and includes the south Red Sea, north of Ethiopia, and central Sudan; the other region covers the Mediterranean Sea and the North Atlantic. The primary moisture source in the middle layer is located over central Africa, with origins traced back to the Atlantic Ocean, Arabian Sea, and Indian Ocean.

这项工作旨在研究 2022 年 11 月 23 日至 25 日在沙特阿拉伯北部和中部地区造成强降雨的气旋生成的动能预算和水汽输送情况。对动能(KE)及其预算的研究得出结论,大部分动能集中在 400 hPa 及以上,与气旋发生期间副热带喷流的强大活动相吻合。跨气流产生的 KE 是主要的能量来源。在气旋生成过程中,从网格到亚网格尺度的 KE 耗散是主要的能量汇,而 KE 的水平通量发散则是 KE 的来源。通过对气旋生成过程中水汽通量分量的属性和可感知水的散布对水汽输送的研究发现,在对流层下层,水汽通量的旋转分量主要从两个区域带来水汽:一个区域横跨阿拉伯海,包括红海南部、埃塞俄比亚北部和苏丹中部;另一个区域包括地中海和北大西洋。中间层的主要水汽源位于非洲中部上空,其源头可追溯到大西洋、阿拉伯海和印度洋。
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引用次数: 0
Innovative management strategies for groundwater logging in Aswan city and maximization of its benefits using modeling techniques 阿斯旺市地下水采伐创新管理策略及利用建模技术实现效益最大化
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-08 DOI: 10.1007/s13201-024-02306-z
Hickmat Hossen, Ahmed S. Nour-Eldeen, Ismail Abd-Elaty, Ali M. Hamdan, Abdelazim Negm, Mohamed Elsahabi

Groundwater levels vary from region to another and sometimes in different zones in the same country due to different boundary conditions and extraction rates. Therefore, understanding intricate aquifer systems and predicting how they will react to hydrological changes require the use of groundwater models. In Egypt, the groundwater levels in the Nile Delta aquifer decrease causing problems to the delta ecosystem while it is rising in Aswan area due to the presence of Nasser Lake causing several damages to the city’s buildings and infrastructures. In order to maximize its benefits and lessen the harm brought on by inadequate groundwater management in the city of Aswan, the height of the groundwater level in that city was examined, appraised, and groundwater management scenarios were established in this study. To achieve the objectives of the study, a simulation of Aswan aquifer’s groundwater system is built based on a quasi-three-dimensional transient groundwater flow model using MODFLOW. The model was calibrated and verified. Four management scenarios are tested. The fifth scenario, in this scenario, the four scenarios combined together at the same time and with the same conditions and ratios were proposed to be implemented. The results of the proposal to implement the four scenarios together showed that the rates of decline in groundwater levels in the last stage will be 12.44%. The study results reveal that a better understanding of the simulated long-term average spatial distribution of water balance components is useful for managing and planning the available water resources in the Aswan aquifer.

由于边界条件和开采率的不同,不同地区的地下水位各不相同,有时同一国家不同地区的地下水位也不尽相同。因此,要了解错综复杂的含水层系统并预测它们对水文变化的反应,就需要使用地下水模型。在埃及,尼罗河三角洲含水层的地下水位下降,给三角洲的生态系统带来了问题,而阿斯旺地区的地下水位却因纳赛尔湖的存在而上升,给城市的建筑和基础设施造成了一些破坏。为了最大限度地提高阿斯旺市地下水的效益,减少因地下水管理不善带来的危害,本研究对该市的地下水位高度进行了检查和评估,并制定了地下水管理方案。为实现研究目标,利用 MODFLOW 准三维瞬态地下水流模型建立了阿斯旺含水层地下水系统模拟。对模型进行了校准和验证。测试了四种管理方案。在第五种方案中,建议在相同的条件和比例下同时实施四种方案。同时实施四个方案的建议结果显示,最后阶段地下水位的下降率将为 12.44%。研究结果表明,更好地了解模拟的水平衡各组成部分的长期平均空间分布情况,有助于管理和规划阿斯旺含水层的可用水资源。
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引用次数: 0
Development of paper-based microfluidic analytical device (μPAD) for the determination of paracetamol in water samples: Optimization using response surface methodology (RSM) 开发纸基微流体分析装置(μPAD),用于测定水样中的扑热息痛:利用响应曲面法(RSM)进行优化
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-11-08 DOI: 10.1007/s13201-024-02307-y
Nejat Mohammednur, Ahmed Hussen, Feleke Zewge

Detecting and quantifying pharmaceutical compounds in various environmental matrices is complex and challenging. This difficulty stems from the trace levels at which these compounds are found and the lack of analytical methods that are rapid, cost-effective, and portable. To address these challenges, this study aimed to develop microfluidic paper-based analytical devices (μ-PADs) using beeswax screen printing for fabrication. Key parameters, including reaction time, concentration, reagent volume, and channel length, were optimized using response surface methodology. Under optimal conditions of 5 ppm sample concentration, 10 μL reagent volume, 10 min reaction time, and 2 cm channel length, the analytical performance of the μPAD was evaluated and compared with the standard UV–Vis spectrophotometry method. The microfluidic analytical device demonstrated detection limits at 0.03 μg/ml, compared to 0.01 μg/ml for the UV–Vis spectrophotometer. Although the sensitivity of µ-PADs in this study (0.03 μg/ml) is lower than that of UV–Vis (0.01 μg/ml), it represents an improvement over the previous µ-PAD report (1 μg/ml) on the same analytes. Both methods exhibited commendable precision, with a relative standard deviation below 2%. Additionally, recovery rates were acceptable and comparable, ranging from 86.8 to 99.6% for µ-PADs and 96.5–99% for UV–Vis. The analytical performance evaluation suggests that µPADs provide excellent sensitivity, precision, and accuracy for trace-level paracetamol analysis. A paired t-test further confirmed no statistically significant difference between the two methods, underscoring the promising potential of µ-PADs for trace-level paracetamol quantification in water samples without conventional analytical instruments.

检测和量化各种环境基质中的药物化合物既复杂又具有挑战性。这种困难源于这些化合物的痕量水平,以及缺乏快速、经济、便携的分析方法。为应对这些挑战,本研究旨在开发基于纸张的微流控分析装置(μ-PADs),采用蜂蜡丝网印刷制造。采用响应面方法对反应时间、浓度、试剂量和通道长度等关键参数进行了优化。在 5 ppm 样品浓度、10 μL 试剂量、10 分钟反应时间和 2 cm 通道长度的最佳条件下,对 μPAD 的分析性能进行了评估,并与标准紫外可见分光光度法进行了比较。微流控分析装置的检测限为 0.03 微克/毫升,而紫外可见分光光度计的检测限为 0.01 微克/毫升。虽然本研究中 µ-PAD 的灵敏度(0.03 μg/ml)低于紫外可见分光光度计的灵敏度(0.01 μg/ml),但与之前关于相同分析物的 µ-PAD 报告(1 μg/ml)相比还是有所提高。两种方法的精确度都值得称赞,相对标准偏差均低于 2%。此外,回收率也是可接受和可比较的,µ-PAD 为 86.8%-99.6%,UV-Vis 为 96.5%-99%。分析性能评估表明,µPAD 为痕量扑热息痛分析提供了出色的灵敏度、精确度和准确度。配对 t 检验进一步证实这两种方法之间没有显著的统计学差异,这突出表明 µPADs 具有在没有传统分析仪器的情况下对水样中的痕量扑热息痛进行定量分析的巨大潜力。
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引用次数: 0
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Applied Water Science
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