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Synthesis and characterization of CuCoFe2O4@GA/AC as a bio-based matrix magnetic nano-heterogeneous photocatalyst for ceftriaxone degradation from aqueous media CuCoFe2O4@GA/AC 作为生物基基质磁性纳米异质光催化剂用于降解水介质中的头孢曲松的合成与表征
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-13 DOI: 10.1007/s13201-024-02261-9
Khadijeh Azarshab, Majid Hashemi, Alireza Nasiri, Abbas Khodabakhshi

Emerging contaminants such as ceftriaxone are a significant issue in the environment. They have led to a series of ecological, environmental, and health issues, and it is urgent to find a green and secure method to remove antibiotics from water effectively. In this research, the CuCoFe2O4@Gum Arabic (GA)/Activated Carbon (AC) as an innovative bio-based matrix magnetic nanocatalyst was synthesized for the efficient degradation of ceftriaxone from aqueous media. The structure of CuCoFe2O4@GA/AC was characterized via FESEM, EDS, Mapping, XRD, FTIR, VSM, and DRS analyses. The structural analysis of the catalyst revealed its synthesis at the nanometer scale (40–50 nm), exhibiting high magnetic strength (Ms: 5.38 emu/g) and favorable optical properties with a bandgap of 3.6 eV. Under optimized conditions, including a pH of 5, 60 min of irradiation time, 0.24 g/L photocatalyst dose, and ceftriaxone concentration of 5 mg/L, the removal efficiency from synthetic and real samples was 94.43% and 62.5%, respectively. The photocatalytic degradation process of ceftriaxone followed pseudo-first-order and Langmuir–Hinshelwood kinetic models. Furthermore, analysis of the process mechanism indicated a prominent role of the superoxide radical. The catalyst had a high recovery capability and chemical stability. The photocatalytic degradation of ceftriaxone by CuCoFe2O4@GA/AC showcased remarkable efficiency, indicating its potential utility in the treatment of wastewater contaminated with antibiotics.

头孢曲松等新出现的污染物是环境中的一个重要问题。它们引发了一系列生态、环境和健康问题,因此迫切需要找到一种绿色、安全的方法来有效去除水中的抗生素。本研究合成了 CuCoFe2O4@Gum Arabic (GA)/Activated Carbon (AC) 作为一种创新的生物基基质磁性纳米催化剂,用于高效降解水介质中的头孢曲松。通过 FESEM、EDS、Mapping、XRD、FTIR、VSM 和 DRS 分析对 CuCoFe2O4@GA/AC 的结构进行了表征。催化剂的结构分析表明,其合成度达到纳米级(40-50 nm),具有高磁性(Ms:5.38 emu/g)和良好的光学性能(带隙为 3.6 eV)。在 pH 值为 5、辐照时间为 60 分钟、光催化剂剂量为 0.24 g/L、头孢曲松浓度为 5 mg/L 等优化条件下,合成样品和实际样品的去除率分别为 94.43% 和 62.5%。头孢曲松的光催化降解过程遵循伪一阶和 Langmuir-Hinshelwood 动力学模型。此外,对过程机理的分析表明,超氧自由基的作用十分突出。该催化剂具有较高的回收能力和化学稳定性。CuCoFe2O4@GA/AC 光催化降解头孢曲松的效果显著,表明其在处理抗生素污染废水方面具有潜在的实用性。
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引用次数: 0
Batch studies on the biodegradation of paracetamol and 1,4-hydroquinone by novel bacterial strains isolated from extreme environmental samples and the identification of candidate catabolic genes 从极端环境样品中分离的新型细菌菌株对扑热息痛和 1,4-对苯二酚的生物降解批量研究及候选分解基因的鉴定
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-13 DOI: 10.1007/s13201-024-02264-6
Alba Lara-Moreno, Fatma El-Sayed, Cymon J. Cox, Maria C. Costa, Jorge D. Carlier

The emerging pollutant paracetamol (APAP) is one of the most prescribed drugs worldwide. In addition, APAP and its main metabolites, namely, 4-aminophenol (4-AP), hydroquinone (H2Q), benzoquinone (BQ), and 2,5-dihydroxy-1,4-benzoquinone (2,5-OH-BQ), among others, are frequently detected in wastewater treatment plants (WWTPs) influents, effluents, and the environment. Thus, continuous release into the environment, especially aquatic environments, is a source of general concern. Six APAP-degrading bacterial strains were isolated from two mine samples from the Iberian Pyrite Belt (Lousal and Poderosa mines). Mycolicibacterium aubagnense HPB1.1, which was isolated using enrichment cultures from the Poderosa mine sample in the presence of H2Q as the sole carbon source, also showed APAP biodegrading capabilities. Pure cultures of this strain degraded 34.3 mg L−1 of APAP in 5 days and 9.4 mg L−1 of H2Q in 4 days. Interestingly, BQ and 2,5-OH-BQ were detected as metabolites resulting from H2Q abiotic degradation, but these compounds were removed in the strain’s cultures. Furthermore, M. aubagnense HPB1.1 whole-genome was sequenced, and its encoded proteins were aligned with enzymes of APAP-degrading bacteria recovered from databases and literature aiming to identify candidate catabolic genes. Putative amidases, deaminases, hydroxylases, and dioxygenases, responsible for the degradation of APAP by the HPB1.1 strain, were identified by similarity, corroborating its ability to transform APAP and its intermediate metabolite H2Q into less toxic metabolic compounds due to their capacity to break the aromatic ring of these molecules.

新出现的污染物扑热息痛(APAP)是全球处方量最大的药物之一。此外,APAP 及其主要代谢物,即 4-氨基苯酚 (4-AP)、对苯二酚 (H2Q)、苯醌 (BQ) 和 2,5- 二羟基-1,4-苯醌 (2,5-OH-BQ) 等,经常在污水处理厂(WWTPs)的进水、出水和环境中被检测到。因此,向环境(尤其是水生环境)中的持续释放是一个普遍关注的问题。从伊比利亚黄铁矿带(Lousal 和 Poderosa 矿山)的两个矿山样本中分离出了六种可降解 APAP 的细菌菌株。在以 H2Q 为唯一碳源的情况下,利用从 Poderosa 矿样品中的富集培养物分离出的 Mycolicibacterium aubagnense HPB1.1 也显示出 APAP 的生物降解能力。该菌株的纯培养物在 5 天内降解了 34.3 mg L-1 的 APAP,在 4 天内降解了 9.4 mg L-1 的 H2Q。有趣的是,在 H2Q 非生物降解过程中检测到了 BQ 和 2,5-OH-BQ,但这些化合物在该菌株的培养物中被去除。此外,还对 M. aubagnense HPB1.1 进行了全基因组测序,并将其编码的蛋白质与从数据库和文献中找到的 APAP 降解细菌的酶进行了比对,以确定候选分解基因。通过相似性鉴定出了负责 HPB1.1 菌株降解 APAP 的假定酰胺酶、脱氨酶、羟化酶和二氧酶,这证实了 HPB1.1 菌株有能力将 APAP 及其中间代谢产物 H2Q 转化为毒性较低的代谢化合物,因为它们有能力打破这些分子的芳香环。
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引用次数: 0
Photo-Fenton like catalyst system with CuCOFe2O4@AC nanoparticles for ciprofloxacin removal from aqueous solutions and effluent toxicity assessment by Escherichia coli and Enterococcus faecalis bacteria 利用 CuCOFe2O4@AC 纳米粒子的光-芬顿催化剂系统去除水溶液中的环丙沙星,并利用大肠杆菌和粪肠球菌进行污水毒性评估
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-13 DOI: 10.1007/s13201-024-02262-8
Saeid Babaei, Farokh Rokhbakhsh-Zamin, Mohammad Ahmadian, Davood Kalantar-Neyestanaki, Nadia Kazemipour

In this study, the removal of the antibiotic ciprofloxacin (CIP) from aqueous solutions was investigated using the Photo-Fenton like (PFL) process and CuCOFe2O4@AC (CAC) magnetic nanoparticles as catalysts. First, CAC nanoparticles were synthesized and their characteristics were determined by XRD, VSM and FESEM, EDS, Mapping, FTIR. The removal efficiency of CIP in each of the nanomaterial processes, including UV, H2O2, CAC, UV+H2O2, CAC+H2O2 (Fenton like), and UV+CAC+H2O2 (PFL), were 1.0%, 7.97%, 61.37%, 6.0%, 73%, and 84%, respectively. Therefore, the PFL process was optimized as a suitable process, and the optimal conditions were determined as follows: H2O2 concentration of 2500 mg/L, pH of five, CAC dose of 600 mg/L, CIP concentration of 15 mg/L, and contact time of 50 min. The removal efficiency of CIP was achieved at 95.99%. The kinetic studies on the PFL process for the removal of CIP shown that the first order kinetic model exhibits better compatibility with the obtained results compared to other investigated kinetic models. Furthermore, the synergistic effect of the PFL process was equivalent to 1.8 times the individual processes. The results of microbiological tests in treated wastewater samples and control sample indicate the non-toxicity of residual pharmaceuticals wastewater on E. coli and E. faecalis bacteria. Due to the non-toxicity of the wastewater and the ability to recover nanoparticles using magnetism, as well as the possibility of recycling the nanoparticles, this technique can be effectively used as a suitable process in pharmaceutical industry wastewater treatment.

本研究以 CuCOFe2O4@AC(CAC)磁性纳米粒子为催化剂,采用类似光-芬顿(PFL)工艺研究了水溶液中抗生素环丙沙星(CIP)的去除。首先,合成了 CAC 纳米粒子,并通过 XRD、VSM 和 FESEM、EDS、Mapping 和 FTIR 确定了它们的特性。在紫外、H2O2、CAC、紫外+H2O2、CAC+H2O2(类似 Fenton)和紫外+CAC+H2O2(PFL)等各种纳米材料工艺中,CIP 的去除率分别为 1.0%、7.97%、61.37%、6.0%、73% 和 84%。因此,PFL 工艺被优化为一种合适的工艺,其最佳条件确定如下:H2O2 浓度为 2500 mg/L,pH 值为 5,CAC 剂量为 600 mg/L,CIP 浓度为 15 mg/L,接触时间为 50 分钟。CIP 的去除率达到 95.99%。对 PFL 工艺去除 CIP 的动力学研究表明,与其他研究的动力学模型相比,一阶动力学模型与所获得的结果具有更好的兼容性。此外,PFL 工艺的协同效应相当于单个工艺的 1.8 倍。经处理的废水样本和对照样本的微生物测试结果表明,残留药物废水对大肠杆菌和粪大肠杆菌无毒性。由于废水的无毒性和利用磁性回收纳米粒子的能力,以及回收纳米粒子的可能性,该技术可有效地用作制药业废水处理的合适工艺。
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引用次数: 0
Development of laboratory-cooked, water-resistant, and high-performance Cu-MOF: an economic analysis of Cu-MOF for PFOS pollution management and remediation 开发实验室熟化、耐水和高性能 Cu-MOF:用于全氟辛烷磺酸污染管理和修复的 Cu-MOF 经济分析
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-13 DOI: 10.1007/s13201-024-02269-1
Abdelfattah Amari, Ahmad Ismael Saber, Haitham Osman, Velibor Spalevic, Branislav Dudic

Water pollution is a pressing global concern, with per- and polyfluoroalkyl substances (PFAS) being considered as “forever contaminants.” Among them, perfluorooctanesulfonic acid (PFOS) has received significant attention for its adverse effects on human health and aquatic ecosystems. This study aimed to design an innovative adsorbent for effective PFOS removal with exceptional water stability, improving its cost-performance trade-off. The current work simultaneously improved the stability of water of Cu-based metal–organic framework (CMOF) and increased its PFOS removal capacity by modifying it with amine-functionalized SiO2 nanoparticles (AF-CMOF). AF-CMOF presented a lower specific surface area of 999 m2 g−1 compared to CMOF with a surface area of 1098 m2 g−1. AF-CMOF showed remarkable PFOS uptake performance of 670 mg/g compared to the performance of the Cu-based MOF which exhibited a PFOS uptake capacity of only 22 mg/g. The most suitable pH for PFOS removal using both adsorbents was determined to be 3. In addition, AF-CMOF demonstrated excellent water stability, retaining its structural integrity even after seven days of water contact, while CMOF structure collapsed rapidly after four days of water exposure. Moreover, the study identified the significant pH influence on the PFOS uptake process, with electrostatic interactions between protonated amine functionalities and PFOS molecules identified as the dominant mechanism. The study’s findings present the potential of synthesized adsorbent as a superior candidate for PFOS uptake and contribute to the development of effective water treatment technologies.

水污染是一个紧迫的全球性问题,全氟和多氟烷基物质(PFAS)被认为是 "永远的污染物"。其中,全氟辛烷磺酸(PFOS)因其对人类健康和水生生态系统的不利影响而备受关注。本研究旨在设计一种创新型吸附剂,用于有效去除全氟辛烷磺酸,并具有优异的水稳定性,从而改善其性价比。目前的研究工作同时改善了铜基金属有机框架(CMOF)的水稳定性,并通过使用胺功能化的二氧化硅纳米颗粒(AF-CMOF)对其进行改性,提高了其去除全氟辛烷磺酸的能力。AF-CMOF 的比表面积为 999 m2 g-1,而 CMOF 的比表面积为 1098 m2 g-1。AF-CMOF 对 PFOS 的吸收能力高达 670 mg/g,而铜基 MOF 对 PFOS 的吸收能力仅为 22 mg/g。两种吸附剂去除 PFOS 的最合适 pH 值均为 3。此外,AF-CMOF 表现出优异的水稳定性,即使与水接触七天后仍能保持结构的完整性,而 CMOF 的结构在与水接触四天后就会迅速崩溃。此外,研究还发现 pH 值对全氟辛烷磺酸的吸收过程有显著影响,质子化胺官能团与全氟辛烷磺酸分子之间的静电相互作用被认为是主要机制。研究结果表明,合成吸附剂具有吸附全氟辛烷磺酸的潜力,有助于开发有效的水处理技术。
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引用次数: 0
Estimating wheat evapotranspiration through remote sensing utilizing GeeSEBAL and comparing with lysimetric data 利用 GeeSEBAL 遥感估算小麦蒸散量并与水分测定数据进行比较
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-12 DOI: 10.1007/s13201-024-02248-6
Neda Baboli, Houshang Ghamarnia, Maryam Hafezparast Mavaddat

Accurate estimation of ET is vital for water resource management. In recent decades, researchers have focused on utilizing satellite imagery for this purpose. The use of RS data has enabled the development of new models that provide detailed spatial assessments. GeeSEBAL, an automated ET estimation tool, employs the SEBAL algorithm via GEE. The current version of GeeSEBAL utilizes Landsat images and ERA5 global reanalysis data to produce time series estimates. Landsat 8 images were processed into a 16-day time series spanning 2013–2022, specifically during the wheat growing season. To validate the GeeSEBAL model for 2013–2014, results were compared against lysimeter data. Subsequently, ET was calculated for the years 2015–2022. The evaluation of GeeSEBAL against lysimetric data, by metrics such as R2, RMSE, MAE, NSE, and NRMSE, yielded values of 0.94, 0.98, 0.07, 0.86, and 0.62, respectively. Those findings underscore the importance of GeeSEBAL for estimating wheat ET in regions with limited data availability.

准确估算蒸散发对水资源管理至关重要。近几十年来,研究人员主要利用卫星图像来实现这一目的。RS 数据的使用使得新模型的开发成为可能,从而提供详细的空间评估。自动蒸散发估算工具 GeeSEBAL 通过 GEE 采用了 SEBAL 算法。当前版本的 GeeSEBAL 利用大地遥感卫星图像和 ERA5 全球再分析数据进行时间序列估算。Landsat 8 图像被处理成跨度为 2013-2022 年的 16 天时间序列,特别是在小麦生长季节。为了验证 2013-2014 年的 GeeSEBAL 模型,将结果与浸透计数据进行了比较。随后,计算了 2015-2022 年的蒸散发。根据 R2、RMSE、MAE、NSE 和 NRMSE 等指标对 GeeSEBAL 与浸透仪数据进行评估后,得出的数值分别为 0.94、0.98、0.07、0.86 和 0.62。这些发现强调了 GeeSEBAL 在数据有限地区估算小麦蒸散发的重要性。
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引用次数: 0
The influence of collar parameters on local scour mechanism around the circular pier at the bend 领圈参数对弯道处圆形桥墩周围局部冲刷机制的影响
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-12 DOI: 10.1007/s13201-024-02257-5
Mohammad Moghanloo, Mohammad Vaghefi, Masoud Ghodsian, Ozgur Kisi

Analysis of bridge failures due to scouring has been extensively studied by different researchers in recent years and as a result various methods of controlling local scour cavity have been given. Since most of the research in this field has been done on straight paths and also the complexity of the flow pattern in bends, studying the scouring pattern around the bridge piers located in the bends has become a necessity. Therefore, one of the main objectives of this study is to investigate the scouring around the circular piers which are protected by collars at the river bends. The performance of the collar significantly depends on its level around the pier, which has been studied in this study. The results showed that the optimal performance of this structure, in positions 60°, 90° and 120° at the level of 0.2 pier width under the bed with 3 mm thickness (0.06 of pier width) by approximately 68, 63 and 70% of the maximum pier scour depth was reduced compared with collarless pier, respectively. By analyzing the results of this research, it was observed that the optimum level range of collar around the pier at various bend angles is the initial bed level up to 0.4 times the pier width at the bottom of the incipient level of the bed. Moreover, getting closer to the plate placement level toward the initial bed elevation enhances the collar’s function in decreasing scouring.

近年来,不同的研究人员对冲刷导致的桥梁垮塌进行了广泛研究,并提出了各种控制局部冲刷空洞的方法。由于该领域的大部分研究都是针对直线路径的,而弯道中的水流模式又十分复杂,因此对位于弯道中的桥墩周围的冲刷模式进行研究就变得十分必要。因此,本研究的主要目标之一就是调查河道弯道处受护圈保护的圆形桥墩周围的冲刷情况。护圈的性能在很大程度上取决于其在桥墩周围的水平度,本研究对此进行了研究。研究结果表明,在厚度为 3 毫米(占桥墩宽度的 0.06)的河床下 0.2 桥墩宽度的 60°、90° 和 120°位置,该结构的最佳性能分别比无护栅桥墩的最大冲刷深度减少了约 68%、63% 和 70%。通过对研究结果的分析,可以发现在不同弯曲角度下,墩台周围轴铤的最佳水平范围是基床初始水平面至基床初始水平面底部 0.4 倍墩台宽度。此外,将钢板放置水平面向初始基床标高靠拢,可增强钢领在减少冲刷方面的功能。
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引用次数: 0
Evaluation the impact of silicon nanoparticle on growth and water use efficiency of greenhouse tomato in drought stress condition 评估纳米硅对干旱胁迫条件下温室番茄生长和水分利用效率的影响
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-12 DOI: 10.1007/s13201-024-02256-6
Hamdullah Ebrahimi, Amir Soltani Mohammadi, Saeed Boroomand Nasab, Naser Alamzadeh Ansari, Antonio Juárez-Maldonado

This study focused on the effect of silicon nanoparticles (Si-Nps) use on growth and water use efficiency (WUE) of tomato in hydroponic cultivation under drought stress. Experimental treatments included full irrigation, supplying 85 and 70% of crop water requirement (I100, I85 and I70) and use of Si-Nps in three levels of 0, 50 and 100 ppm (N0, N50 and N100) which was performed in a completely randomized design with three replications. Si-Nps were applied in two ways: leaf feeding (L) and root feeding (R). Data analysis showed that different levels of irrigation, Si-Nps and the interaction effect of theirs had a significant effect on fruit weight, leaf fresh and dry weight, stem fresh weight and WUE at 1% level. Si-Nps had a significant effect on stem dry weight at 1% and fruit sugar at 5%. The interaction effect of irrigation and Si-Nps had a significant effect on stem dry weight and fruit sugar at 1%. The maximum fresh fruit weight was related to treatment I85LN100 and compared to the control treatment, it was 7.9% more. The maximum WUE was observed in I70RN50 treatment, which was 56.3% higher than control treatment. Generally, applying irrigation I70RN50 gives the best result for hydroponic tomato cultivation in greenhouse conditions.

本研究的重点是纳米硅(Si-Nps)的使用对干旱胁迫下水培番茄生长和水分利用效率(WUE)的影响。实验处理包括完全灌溉、提供作物需水量的 85% 和 70% (I100、I85 和 I70)以及使用 0、50 和 100 ppm (N0、N50 和 N100)三个水平的纳米硅(Si-Nps)。施用 Si-Nps 的方式有两种:叶喂(L)和根喂(R)。数据分析显示,不同灌溉水平、Si-Nps 及其交互作用对果实重量、叶片鲜重和干重、茎杆鲜重和 WUE 均有显著影响(1%)。Si-Nps 对茎干重的影响在 1%水平上显著,对果实糖分的影响在 5%水平上显著。灌溉和 Si-Nps 的交互效应对茎干重和果糖的影响在 1%水平上显著。处理 I85LN100 的鲜果重量最大,比对照处理多 7.9%。I70RN50处理的WUE最大,比对照处理高56.3%。总体而言,在温室条件下,灌溉 I70RN50 能使水培番茄获得最佳效果。
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引用次数: 0
Removal of ciprofloxacin via enhancing hydrophilicity of membranes using biochar 利用生物炭增强膜的亲水性去除环丙沙星
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-12 DOI: 10.1007/s13201-024-02270-8
Muhammad Zaheer Afzal, Said Akbar Khan, Chao Song, Muhammad Imran Irfan, Shu-Guang Wang

Growing concerns regarding the presence of pharmaceuticals in wastewater necessitate their removal. Membrane filtration offers a promising approach. This study explores the development of biochar incorporated mixed matrix membranes (MMMs) for ciprofloxacin removal from water. Biochar, derived from the pyrolysis of agricultural waste, was blended with polyether sulfone (PES) and polyvinylpyrrolidone in varying ratios. The resulting MMMs exhibited progressively improved properties with increasing biochar content. Notably, membrane M11, comprising equal parts PES and biochar, displayed the highest porosity, lowest surface roughness (12.0), and lowest contact angle (31.05°), indicating enhanced hydrophilicity (increased by 58.19% compared to the biochar-free membrane). M11 effectively removed ciprofloxacin along with three additional antibiotics from different classes. Fourier-transform infrared spectroscopy and X-ray photoelectron spectroscopy analyses corroborated the removal of ciprofloxacin. Furthermore, M11 demonstrated excellent regenerability, retaining over 57% removal efficiency after four cycles. These findings highlight the potential of M11 as a sustainable and cost-effective membrane for pharmaceutical removal from wastewater.

人们日益关注废水中是否含有药物,因此有必要去除这些药物。膜过滤是一种很有前景的方法。本研究探讨了开发用于去除水中环丙沙星的生物炭混合基质膜(MMMs)。生物炭来自农业废弃物的热解,以不同的比例与聚醚砜(PES)和聚乙烯吡咯烷酮混合。随着生物炭含量的增加,由此产生的 MMM 性能逐渐提高。值得注意的是,由等量的聚醚砜和生物炭组成的膜 M11 显示出最高的孔隙率、最低的表面粗糙度(12.0)和最小的接触角(31.05°),表明其亲水性增强(与不含生物炭的膜相比增加了 58.19%)。M11 能有效去除环丙沙星和另外三种不同类别的抗生素。傅立叶变换红外光谱和 X 射线光电子能谱分析证实了环丙沙星的去除效果。此外,M11 还表现出极佳的可再生性,四次循环后仍能保持 57% 以上的去除率。这些发现凸显了 M11 作为一种可持续的、具有成本效益的膜从废水中去除药物的潜力。
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引用次数: 0
Toward coupling of nonlinear support vector regression and crowd intelligence optimization algorithms in estimation of suspended sediment load 在悬浮泥沙负荷估算中实现非线性支持向量回归与群体智能优化算法的耦合
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-09 DOI: 10.1007/s13201-024-02252-w
Mohammad Sadegh Alizadeh Gharaei, Yousef Ramezani, Mohammad Nazeri Tahroudi

Sediment phenomenon is very important in hydraulic and water resources issues. The existence of this phenomenon causes many problems in water storage. Sediment simulation in rivers helps in controlling sediment as well as reducing damages. In this study, an attempt was made to estimate the suspended sediment load using the corresponding river flow rate in the Zohreh River, Iran using the newest intelligent simulation methods. This study seeks to couple the nonlinear support vector regression (SVR) with crowd intelligence optimization algorithms. For this purpose, support vector regression was optimized using four new crowd optimization algorithms including the ant colony optimizer (ACO), the ant lion optimizer (ALO), the dragonfly algorithm (DA), and the salp swarm algorithm (SSA). Simulation was done in the two phases of train and test. Due to the integration of the nonlinear support vector regression with the optimization algorithms, the model train phase requires more time than usual situations. Therefore, in the current study, taking into account the number of different iterations including 25, 50, 100 and 200 iterations to perform the optimization of the model and tried to find the best optimizer by considering the calculated error and the run time. It was generally found that the SVR model is accurate in estimating the suspended sediment load. Finally, according to the calculated error as well as the run time, the support vector regression model optimized with the salp swarm algorithm with 25 iterations was chosen as the best model. Also, the values of R2, NSE, and RMSE for the best model in the test phase were calculated as 1, 1, and 10.2 tons per day, respectively, and the algorithm run time was 252 s.

泥沙现象在水利和水资源问题中非常重要。这种现象的存在给蓄水带来了许多问题。河流泥沙模拟有助于控制泥沙和减少损失。在这项研究中,我们尝试使用最新的智能模拟方法,利用伊朗 Zohreh 河中相应的河流流速来估算悬浮泥沙负荷。本研究试图将非线性支持向量回归(SVR)与群体智能优化算法相结合。为此,使用四种新的群体优化算法对支持向量回归进行了优化,包括蚁群优化器(ACO)、蚁狮优化器(ALO)、蜻蜓算法(DA)和沙蜂群算法(SSA)。仿真分训练和测试两个阶段进行。由于非线性支持向量回归与优化算法的集成,模型训练阶段比通常情况下需要更多时间。因此,在本次研究中,考虑到不同的迭代次数,包括 25、50、100 和 200 次迭代来执行模型优化,并尝试通过考虑计算误差和运行时间来找到最佳优化器。结果发现,SVR 模型对悬浮泥沙负荷的估算基本准确。最后,根据计算误差和运行时间,选择了用 salp 蜂群算法优化并迭代 25 次的支持向量回归模型为最佳模型。此外,在测试阶段,最佳模型的 R2 值、NSE 值和 RMSE 值分别为 1 吨/天、1 吨/天和 10.2 吨/天,算法运行时间为 252 秒。
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引用次数: 0
Bio-economic analysis of irrigation schedules considering shallow groundwater: lessons from South Africa 考虑浅层地下水的灌溉计划生物经济分析:南非的经验教训
IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES Pub Date : 2024-08-08 DOI: 10.1007/s13201-024-02241-z
Ruth Hadebe, Bennie Grové, Nicolette Matthews, Johan Barnard

Due to the pressure on South Africa’s irrigated agriculture to improve efficiency and optimal water use, irrigators must consider alternative water sources, such as root-accessible shallow groundwater tables, to supply the crop evapotranspiration requirement. Devising irrigation scheduling strategies that will optimize conjunctive water use is difficult because the contribution of shallow groundwater tables is not directly observed and is a function of irrigation management decisions; as a result, very few irrigators use these strategies. This paper aims to evaluate the profitability of using shallow groundwater tables as a source of irrigation water to satisfy crop evapotranspiration requirements. A bio-economic simulation model consisting of the soil–water–atmosphere–plant model and an economic accounting module was developed to calculate the profitability of conjunctive irrigation practices under different states of nature. The bio-economic simulation model was linked to a differential evolutionary algorithm to optimize the irrigation scheduling decisions. The results showed that irrigators could substantially increase profitability and water use efficiency if they consider the shallow groundwater table in their irrigation decision. About 51% of crop evapotranspiration could originate from shallow groundwater tables, reducing the irrigation requirements substantially without impacting crop yields. Sequential adaptive irrigation decision-making does not improve the bio-economic indicators much since using the shallow groundwater table mitigates the risk of undersupplying water. Therefore, conjunctive water use strategies using shallow groundwater tables economically benefit irrigators. However, a complex interplay exists between irrigation adjustments, crop yields and economic performance in different states, emphasizing the careful consideration of context-specific factors in irrigation management decisions.

由于南非灌溉农业面临提高用水效率和优化用水的压力,灌溉者必须考虑使用替代水源,如根部可接触到的浅层地下水水位,以满足作物蒸散需求。由于浅层地下水水位的贡献无法直接观测,而且是灌溉管理决策的函数,因此很难制定出能优化联合用水的灌溉调度策略;因此,很少有灌溉者使用这些策略。本文旨在评估利用浅层地下水位作为灌溉水源以满足作物蒸散需求的盈利能力。本文开发了一个由土壤-水-大气-植物模型和经济核算模块组成的生物经济模拟模型,用于计算不同自然状态下联合灌溉方法的收益率。生物经济模拟模型与差分进化算法相连,用于优化灌溉调度决策。结果表明,如果灌溉者在灌溉决策中考虑到浅层地下水位,则可大幅提高收益率和用水效率。约 51% 的作物蒸散量可来自浅层地下水位,从而在不影响作物产量的情况下大幅减少灌溉需求。顺序适应性灌溉决策对生物经济指标的改善不大,因为利用浅层地下水位可降低供水不足的风险。因此,利用浅层地下水位的联合用水战略可为灌溉者带来经济效益。然而,不同州的灌溉调整、作物产量和经济效益之间存在着复杂的相互作用,这就要求在灌溉管理决策中认真考虑具体情况。
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Applied Water Science
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