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Molecular taxonomy of fish larvae in the Northwestern Arabian gulf: A baseline study from Kuwait's first marine protected area 西北阿拉伯海湾鱼类幼体的分子分类学:科威特第一个海洋保护区的基线研究
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-11 DOI: 10.1016/j.kjs.2024.100246
Manickam Nithyanandan, Rakhesh Madhusoodhanan, Turki Al-Said, Ayaz Ahmed, Sakinah Al-Haddad, Waleed Al-Zekri, Faiza Al-Yamani

Sulaibikhat Bay, a shallow embayment dominated by tides and extensive mud flats along the northern coast of Kuwait Bay, serves as a crucial nursery ground for various commercially important species of finfish and shellfish in the Northwestern Arabian Gulf (NWAG). As the location of Kuwait's inaugural marine protected area (MPA), Sulaibikhat Bay plays a vital role in fostering numerous fish and marine invertebrate species of commercial importance in the Arabian/Persian Gulf. Accurate identification of larval specimens from this habitat is essential for understanding their spawning dynamics and recruitment process. However, limitations in taxonomic identification hinder scientific understanding of fish larval recruitment. To address this, our baseline study employed an integrated taxonomic approach, combining conventional morphology with molecular techniques. Fish larvae collected from the MPA and surrounding waters in Spring (2022) were identified up to the genus and species levels using partial gene sequencing of 16 S rRNA and mitochondrial cytochrome oxidase (COI) genes. Morphological analysis indicated the prevalence of Sparidae, Sillaginidae, and Dorosomatidae families. Molecular analysis confirmed the presence of these families and identified two species, Crenidens crenidens (Sparidae) and Nematalosa nasus (Dorosomatidae), along with two genera, Diplodus sp. (Sparidae) and Sillago sp. (Sillaginidae), which exhibited maximum similarity to available COI sequences of Diplodus sargus, and Sillago maculata, respectively. This represents the first baseline molecular study on fish larvae from NWAG, laying the groundwork for future in-depth analyses with more larval specimens and spatiotemporal samplings from the entire exclusive economic zone (EEZ) of Kuwait in the Arabian/Persian Gulf.

苏莱比哈特湾是科威特湾北部沿岸以潮汐和大面积泥滩为主的浅水湾汊,是阿拉伯湾西北部 (NWAG)各种重要商业鱼类和贝类的重要育苗场。作为科威特首个海洋保护区(MPA)的所在地,苏莱比哈特湾在培育阿拉伯/波斯湾众多具有重要商业价值的鱼类和海洋无脊椎动物物种方面发挥着至关重要的作用。准确鉴定该栖息地的幼体标本对于了解它们的产卵动态和繁殖过程至关重要。然而,分类鉴定的局限性阻碍了对鱼类幼体繁殖的科学理解。为了解决这个问题,我们的基线研究采用了综合分类方法,将传统形态学与分子技术相结合。利用 16 S rRNA 和线粒体细胞色素氧化酶(COI)基因的部分基因测序,对春季(2022 年)从海洋保护区及周边水域采集的鱼类幼体进行了属种鉴定。形态分析表明 Sparidae、Sillaginidae 和 Dorosomatidae 科的普遍存在。分子分析证实了这些科的存在,并确定了两个种:Crenidens crenidens(Sparidae)和 Nematalosa nasus(Dorosomatidae),以及两个属:Diplodus sp.(Sparidae)和 Sillago sp.(Sillaginidae),它们分别与现有的 Diplodus sargus 和 Sillago maculata 的 COI 序列显示出最大相似性。这是首次对西北大西洋组的鱼类幼体进行基线分子研究,为今后在阿拉伯湾/波斯湾科威特整个专属经济区(EEZ)采集更多幼体标本和时空样本进行深入分析奠定了基础。
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引用次数: 0
Lycopene supplement mitigates polystyrene microplastics (PS-MPs)-induced reproductive alteration in rats via modulation of steroidogenic enzymes, inhibition of apoptosis and oxido-inflammatory reaction 通过调节类固醇生成酶、抑制细胞凋亡和氧化-炎症反应,补充番茄红素可减轻聚苯乙烯微塑料(PS-MPs)诱发的大鼠生殖系统改变
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-10 DOI: 10.1016/j.kjs.2024.100244
Oyovwi Mega Obukohwo , Ojetola A. Abodunrin , Ohwin Peggy Ejiro , Rotu A. Rume , Tesi P. Edesiri

Increasing levels of polystyrene microplastics (PS-MPs) in the environment poses huge global health threat. Prolonged exposure to PS-MPs results in both male and female infertility, with a deleterious effect on reproductive health. In rats, the disruptive effects of chemotoxicants have been countered by lycopene (LYC). This study examined the protective benefits of lycopene (LYC) against spermatological damage and hormonal alterations brought on by polystyrene microplastics (PS-MPs) in male rats. Twenty Wistar rats were split into four groups of five rats, each consisting of: the control group, the PSMPs treatment group, the PS-MPs + LYC co-treatment group, and the LYC supplementation group. Severe testicular histological damage was seen to have resulted from exposure to PS-MPs. The PS-MPs treatment dramatically reduced the antioxidant enzyme activities while raising the levels of ROS and MDA, thus reducing sperm progressive motility. Also, spermatological damage and hormonal alterations brought on by polystyrene microplastics (PS-MPs) were also prevented by the effects of lycopene (LYC). In conclusion, LYC supplementation has the ability to reduce the harmful effects of PS-MPs on the male reproductive system. Accordingly, LYC prevented PS-MPs-induced spermatological damage and reproductive hormonal changes in rats via its anti-oxidant, androgenic, anti-apoptotic, anti-inflammatory properties.

环境中聚苯乙烯微塑料(PS-MPs)含量的增加对全球健康构成了巨大威胁。长期接触 PS-MPs 会导致男性和女性不育,并对生殖健康产生有害影响。在大鼠身上,番茄红素(LYC)可以抵消化学毒物的破坏性影响。本研究考察了番茄红素(LYC)对雄性大鼠精子损伤和聚苯乙烯微塑料(PS-MPs)引起的激素变化的保护作用。20 只 Wistar 大鼠被分成四组,每组 5 只,包括:对照组、PS-MPs 处理组、PS-MPs + LYC 联合处理组和补充 LYC 组。暴露于 PS-MPs 会导致睾丸组织学严重受损。PS-MPs 处理显著降低了抗氧化酶的活性,同时提高了 ROS 和 MDA 的水平,从而降低了精子的运动能力。此外,番茄红素(LYC)还能防止聚苯乙烯微塑料(PS-MPs)对精子造成的损伤和激素变化。总之,补充 LYC 能够减少 PS-MPs 对男性生殖系统的危害。因此,LYC 可通过其抗氧化、雄激素、抗凋亡和抗炎特性,防止 PS-MPs 引发的大鼠精子损伤和生殖激素变化。
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引用次数: 0
Analysis of internal wave in the Buru Island coastal waters, Banda Sea, Indonesia 印度尼西亚班达海布鲁岛沿岸水域的内波分析
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-10 DOI: 10.1016/j.kjs.2024.100238
Nuki Widi Asmoro , Widodo Setiyo Pranowo , Nurhidayat , Johar Setiyadi , Agus Iwan Santoso , I Wayan Sumardana E Putra

The Indonesian throughflow (ITF) in the eastern part of Indonesia passes through the Maluku, Taliabu, Sula, and Buru Islands to the Banda Sea. The average depth of the Buru and Sula Islands is between 1000 m and 5000 m, with a narrow gap (sill) located to the north and south at a depth of 165 m on the sea map. This topography makes for interesting research on the western waters of Buru Island. Therefore, this study aimed to obtain salinity, temperature, and density values as water column stratification associated with the internal wave (IW), thermocline area, and current patterns at specific depths in the waters of Buru Island, Banda Sea. Data were collected from initial observations of Sentinel 1 satellite imagery of Buru Island to obtain an image of the waves in the water area. Furthermore, a single beam echosounder (SBES), conductivity temperature depth (CTD), and Copernicus Marine were analysed at the same position and time. The research found a non-linear IW Mode 2 at depths of 440–540 m with an estimated amplitude length is 40 km and an amplitude height of 100 m. Based on SBES echogram imaging, CTD data analysis, and modelling, there was an increase in IW density, a 35.25 PSU increase in salinity value at depths of 50∼200 m, a temperature decrease of 27.5 °C to 10 °C at depths of 50∼300 m, and a density stratification of 23.5 kg/m³ to 27 kg/m³ at depths of 50∼300 m.

印尼东部的印尼贯穿流(ITF)经过马鲁古群岛、塔利亚布群岛、苏拉群岛和布卢群岛到达班达海。布卢群岛和苏拉群岛的平均深度在 1000 米至 5000 米之间,在海图上,南北两侧有一个深度为 165 米的狭窄缺口(山体)。这种地形使得对布鲁岛西部水域的研究很有意义。因此,本研究旨在获得与班达海布鲁岛水域特定深度的内波(IW)、温跃层面积和海流模式相关的水柱分层的盐度、温度和密度值。通过对布鲁岛哨兵 1 号卫星图像的初步观测收集数据,以获得水域中的波浪图像。此外,还在同一时间和位置分析了单波束回声测深仪(SBES)、电导率温深仪(CTD)和哥白尼海洋仪器。根据 SBES 回声图成像、CTD 数据分析和建模,IW 密度增加,盐度值增加 35.25 PSU。根据 SBES 回声成像、CTD 数据分析和建模,IW 密度增加,50∼200 米深度盐度值增加 35.25 PSU,50∼300 米深度温度下降 27.5 ℃ 至 10 ℃,50∼300 米深度密度分层 23.5 kg/m³ 至 27 kg/m³。
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引用次数: 0
Exploring tsunami generation and propagation: A case study of the 2018 Palu earthquake and tsunami 探索海啸的产生和传播:2018 年帕卢地震和海啸案例研究
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-09 DOI: 10.1016/j.kjs.2024.100245
Wiko Setyonegoro , Muhammad Hanif , Sayyidatul Khoiridah , Mohamad Ramdhan , Fauzi Fauzi , Shofia Karima , Vijaya Isnaniawardhani , Sugeng Pribadi , Muhamad Mahfud Muqqodas , Pepen Supendi , Sri Ardhyastuti

The tsunami disaster in Palu, Indonesia, on September 28, 2018, caused many casualties and damage along Palu Bay, Indonesia. Prior to the tsunami, an earthquake was recorded 25 km northeast of Donggala. The analysis suggests that the tsunami was triggered by a landslide beneath the waters of Palu Bay. The investigation then focused on the earthquake's impact on the tsunami. This study conducts simulations to discern the dominant causes of tsunamis, comparing the effects of landslides with earthquakes. Three distinct tsunami sources were identified: earthquake-only (T-E), earthquake and submarine landslide (T-EL), and submarine landslide-only (T-L). Interpretation of tsunami source parameters for underwater landslides is carried out accurately. A nesting grid numerical method was employed to increase resolution and accuracy in the simulations. This study accurately interprets tsunami source parameters using data from the Bathymetry National Data-Geospatial Information Agency (185 m resolution) and the field survey data from Baruna Jaya IV-BPPT Research Vessel Indonesia (25 m resolution), thereby contributing to the creation of a tsunami inundation model map. This map serves to inform preparedness efforts and guide recommendations for infrastructure development in the Palu Bay area. The tsunami inundation model map is verified with field data and estimated using tide gauge monitoring data. The characteristics of the tsunami waves on September 28, 2018, reflect a T-EL-type tsunami source, while the T-L type source produces tsunami waves with longer periods compared to earthquake-generated tsunamis (T-EL). The T-E type, located on land, had minimal influence in causing the tsunami, despite the destructive potential of the shallow-depth M7.5 earthquake.

2018年9月28日,印尼帕卢发生海啸灾难,造成印尼帕卢湾沿岸多人伤亡,损失惨重。海啸发生前,东加拉东北25公里处发生了地震。分析表明,海啸是由帕卢湾水域下方的山体滑坡引发的。随后的调查重点是地震对海啸的影响。这项研究进行了模拟,比较了山体滑坡和地震的影响,以辨别海啸的主要成因。确定了三种不同的海啸源:纯地震(T-E)、地震和海底滑坡(T-EL)以及纯海底滑坡(T-L)。准确解释了水下滑坡的海啸源参数。采用嵌套网格数值方法提高了模拟的分辨率和精度。这项研究利用水深测量国家数据-地球空间信息局的数据(185 米分辨率)和印度尼西亚 Baruna Jaya IV-BPPT 研究船的实地调查数据(25 米分辨率)准确解释了海啸源参数,从而有助于绘制海啸淹没模型图。该地图可为备灾工作提供信息,并指导帕卢湾地区的基础设施发展建议。海啸淹没模型图通过实地数据进行验证,并利用验潮仪监测数据进行估算。2018 年 9 月 28 日的海啸波特征反映了 T-EL 型海啸源,而与地震引发的海啸(T-EL)相比,T-L 型海啸源产生的海啸波周期更长。位于陆地上的 T-E 型海啸源对引发海啸的影响微乎其微,尽管 M7.5 级浅源地震具有破坏潜力。
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引用次数: 0
The use of ASTER and landsat remote sensing data for exploring hydrothermal mineral in Arabian-Nubian Shield 利用 ASTER 和大地遥感数据勘探阿拉伯-努比亚地盾的热液矿产
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-08 DOI: 10.1016/j.kjs.2024.100240
Mohamed Abdelkareem , Fathy Abdalla , Samar Yousef

Multispectral remote sensing data provided valuable information for hydrothermal minerals exploration. In this article, Landsat-8 Operational Land Imager (OLI) and Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data were processed and analyzed using band ratio and principal component techniques to demarcate areas of hydrothermal mineral resources by highlighting the most influenced zone of hydrothermal alteration (high-grade) in Egypt. The area is a part of the Arabian-Nubian Shield, covering 1068 km2, and comprises wide varieties of Pre- and Pan-African rock assemblages. Preparing and integrating thematic layers consisting of the grade of hydrothermal intensity in a GIS technique supported generating a hydrothermal mineral predictive map (HMPM) using a multi-criteria decision-making technique. The plausible zone of very high mineral resources covers about 6.57 %. Analysis of ASTER data revealed that this zone is reliable with phyllic and argillic minerals and iron-oxides. The results of OLI data helped in demarcating potential areas of hydrothermal alteration areas (Al–OH) mixed with iron oxides. Field observations and investigations enabled the validation of the HMPM. The spatial distribution of hydrothermal zones throughout the study was reliable to that observed in the mine areas. Field and ore microscopic examination verified the existence of Au-sulfide minerals connected with hydrothermal alteration zones (HAZs) in different areas e.g., Abu-Marawat, Gidami, Semna, Abu-Gaharish, and Hamama mines. Overall, integrating multi-spectral data through overlay analysis techniques can provide valuable information about hydrothermal mineral resources in an accurate and cost-effective approach.

多光谱遥感数据为热液矿物勘探提供了宝贵的信息。本文利用波段比和主成分技术对大地遥感卫星-8 业务陆地成像仪(OLI)和高级星载热发射和反射辐射计(ASTER)数据进行了处理和分析,通过突出埃及热液蚀变(高品位)影响最大的区域,划定了热液矿产资源区域。该地区是阿拉伯-努比亚地盾的一部分,面积为 1068 平方公里,由多种前非洲和泛非洲岩石组成。利用地理信息系统(GIS)技术准备和整合由热液强度等级组成的专题图层,有助于利用多标准决策技术生成热液矿物预测图(HMPM)。可信的极高矿产资源区约占 6.57%。对 ASTER 数据的分析表明,该区域具有可靠的植硅体、镁质矿物和铁氧化物。OLI 数据的结果有助于划分热液蚀变区(Al-OH)与铁氧化物混合的潜在区域。实地观察和调查验证了热液蜕变模式。整个研究中热液区的空间分布与在矿区观察到的一致。实地和矿石显微镜检查证实,在 Abu-Marawat、Gidami、Semna、Abu-Gaharish 和 Hamama 等矿区,存在与热液蚀变区(HAZs)相连的硫化金矿物。总之,通过叠加分析技术对多光谱数据进行整合,可提供有关热液矿产资源的宝贵信息,是一种准确而经济有效的方法。
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引用次数: 0
GIS-based groundwater potential zonation and assessment of groundwater quality and suitability for drinking and irrigation purposes in the Shanmughanadhi river basin, south India 印度南部 Shanmughanadhi 河流域基于地理信息系统的地下水潜力分区以及地下水质量和饮用及灌溉适宜性评估
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-08 DOI: 10.1016/j.kjs.2024.100243
Vinnarasi Francis, Srinivasamoorthy Krishnaraj, Saravanan Kumar, Rajesh Kanna Andiyappan, Ponnumani Govindan

To develop a specific watershed scenario, the quantity and quality of groundwater resources must be assessed and monitored locally. In the present study, an attempt has been made to identify possible groundwater potential zones, determine the quality of groundwater resources in this region, and evaluate their suitability for drinking and irrigation purposes. This goal has been achieved with the combined use of the weighted index overlay analysis (WIOA), groundwater quality index (GWQI), Remote Sensing (RS), and Geographic Information System (GIS) techniques. The proposed study area, Shanmuganadhi, is marked with superior rainfall, oscillating temperature, and runoff with litho-units encompassing charnockite (CHK) and hornblende biotite gneiss (HBG). Over-abstraction of groundwater and intensive agricultural practices have resulted in declining and degrading water quantity and quality in this area. The resulting integrated thematic map has been classified into five groundwater potential zones, namely poor, low, moderate, high, and very high, covering 3.2, 45.49, 15.3, 27.9, and 8.1% area, respectively. Sixty groundwater samples were collected during the pre-monsoon (PRM) and analyzed for major Physico-chemical parameters. From the water quality index assessment, over 28.0% of the samples fall within the “excellent,” 8.0% “good” and 4.0% “poor” in CHK, followed by 5.71% “excellent,” 48.57% “good,” 37.14% “poor,” 5.71% “very poor” and 2.87% “unsuitable” for drinking purposes in HBG terrain of this region. Irrigation indices also demonstrated that most of the groundwater samples in the CHK and HBG exposed zones exhibited good classes for irrigation purposes, as evidenced by the SAR and %Na+. The outcome, which shows the research area's groundwater potential zones, is beneficial for improved groundwater resource planning and management. It is concluded that for larger-scale groundwater-quality investigation and assessment, the groundwater quality index-making approach (GWQI) is more practical and dependable. Water planners and decision-makers may find it helpful in effectively controlling and monitoring groundwater quality at the basin or watershed scale. Reducing urban land use and natural runoff from farms can help prevent water contamination in some regions. To ensure the safe use of groundwater, long-term monitoring of these groundwater was suggested.

为了制定具体的流域方案,必须对当地地下水资源的数量和质量进行评估和监测。本研究试图确定可能的地下水潜力区,确定该地区地下水资源的质量,并评估其是否适合饮用和灌溉。为实现这一目标,综合使用了加权指数叠加分析法(WIOA)、地下水质量指数(GWQI)、遥感(RS)和地理信息系统(GIS)技术。提议的研究区域 Shanmuganadhi 降雨量大、温度波动大、径流量大,岩性单元包括炭质片麻岩(CHK)和角闪岩生物片麻岩(HBG)。地下水的过度抽取和密集的农业耕作导致该地区的水量和水质不断下降和恶化。由此绘制的综合专题地图被划分为五个地下水潜力区,即贫水区、低水区、中水区、高水区和极高水区,覆盖面积分别为 3.2%、45.49%、15.3%、27.9% 和 8.1%。在季风前(PRM)采集了 60 个地下水样本,并对其主要物理化学参数进行了分析。从水质指数评估来看,在赤坎区,超过 28.0% 的样本属于 "优",8.0% 属于 "良",4.0% 属于 "差";在该地区的河北省地形区,5.71% 属于 "优",48.57% 属于 "良",37.14% 属于 "差",5.71% 属于 "极差",2.87% 属于 "不适合饮用"。灌溉指数也表明,从 SAR 和%Na+可以看出,CHK 和 HBG 裸露区的大多数地下水样本都具有良好的灌溉等级。该成果显示了研究区域的地下水潜力区,有利于改善地下水资源规划和管理。结论是,对于更大规模的地下水质量调查和评估,地下水质量指标制作方法(GWQI)更为实用和可靠。水资源规划者和决策者可能会发现,这种方法有助于在流域或集水区范围内有效控制和监测地下水质量。减少城市土地使用和农场的自然径流有助于防止某些地区的水污染。为确保地下水的安全使用,建议对这些地下水进行长期监测。
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引用次数: 0
Synergetic impact of binary/ternary zeolitic composites on cellulose acetate membranes for potential CO2 removal and antibacterial attributes 二元/三元沸石复合材料对醋酸纤维素膜潜在二氧化碳去除和抗菌特性的协同影响
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-06 DOI: 10.1016/j.kjs.2024.100239
Sakeena Arshad, Amina Afzal, Zainab Fatima

The aim of this research is to synthesize multifunctional mixed matrix cellulose acetate (CA) membranes that can provide better CO2/N2 selectivity and will simultaneously fight against bacteria, to immaculate the indoor environment. For that purpose, two different fillers labelled as binary ZnO@Zeolite (1:10, ZZ) and ternary ZnO–CuO@Zeolite (0.8:0.2:10, ZZC) composites have been synthesized via co-precipitation method to entrench into CA matrix with 8 wt% each. The solution mixing technique assisted by thermal evaporation process (TEAP) has been adopted to formulate the desired membranes. Surface morphology, crystalline structure, thermal decomposition, and mechanical properties of novel composites ZZ and ZZC, along with their respective corresponding membranes CA/ZZ-8 and CA/ZZC-8, have been analyzed using field emission scanning electron microscopy (FESEM), X-ray diffraction (XRD), thermogravimetric analysis (TGA), and universal testing machine (UTM). The inclusion of tri-zeolitic composite (ZZC) favors the formation of denser CA membranes, with a smaller crystallite size (10.8 nm), higher thermal stability (%), and a notable increase in mechanical strength (MPa) in contrast to virgin CA as well as bi-zeolitic composite (ZZ) loaded membranes. The selectivity for CO2/N2 separation of tri-zeolitic composite loaded membranes (CA/ZZC-8) is almost six folds higher compared to the pristine CA membrane, whereas it is five folds for bi-zeolitic composite impregnated membrane (CA/ZZ-8). To eradicate bacterial fouling, bi/tri-zeolitic composite loaded membranes are tested against E. coli bacteria by broth culture method and the results validate their antibiotic nature. Synthesized novel CA membranes with hybrid composites provide convenient access towards the development of multipurpose membranes.

这项研究的目的是合成多功能混合基质醋酸纤维素(CA)膜,这种膜可以提供更好的 CO2/N2 选择性,同时还能抵抗细菌,从而改善室内环境。为此,我们通过共沉淀法合成了两种不同的填料,分别为二元 ZnO@沸石(1:10,ZZ)和三元 ZnO-CuO@ 沸石(0.8:0.2:10,ZZC)复合材料,并将其分别以 8 wt% 的比例添加到醋酸纤维素基质中。采用热蒸发工艺(TEAP)辅助溶液混合技术来配制所需的膜。利用场发射扫描电子显微镜 (FESEM)、X 射线衍射 (XRD)、热重分析 (TGA) 和万能试验机 (UTM) 分析了新型复合材料 ZZ 和 ZZC 以及它们各自对应的膜 CA/ZZ-8 和 CA/ZZC-8 的表面形态、结晶结构、热分解和机械性能。与原始 CA 和双沸石复合材料 (ZZ) 膜相比,三沸石复合材料 (ZZC) 的加入有利于形成更致密的 CA 膜,其结晶尺寸(10.8 纳米)更小,热稳定性(%)更高,机械强度(兆帕)显著增加。与原始 CA 膜相比,三沸石复合负载膜(CA/ZZC-8)的 CO2/N2 分离选择性高出近六倍,而双沸石复合浸渍膜(CA/ZZ-8)则高出五倍。为消除细菌污垢,采用肉汤培养法对双/三沸石复合负载膜进行了抗大肠杆菌测试,结果验证了其抗生素性质。合成的新型 CA 膜与混合复合材料为开发多用途膜提供了便利。
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引用次数: 0
Exploring spatial machine learning techniques for improving land surface temperature prediction 探索空间机器学习技术以改进陆地表面温度预测
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-05 DOI: 10.1016/j.kjs.2024.100242
K.S. Arunab, Aneesh Mathew

Land Surface Temperature (LST) is a crucial parameter in Earth observation and environmental studies due to its significance in various fields. The purpose of this study is to investigate the effects of including spatial information into the Random Forest (RF) and eXtreme Gradient Boosting (XGBoost) models for forecasting LST. The significance and impact of each input parameter on the models' predictive capabilities are assessed using the SHAP (SHapley Additive exPlanations) approach and the model intercomparisons were done using the error evaluation metrices. The predictions were further validated using the Pearson correlation, independent samples t-test and potential geographic anomalies in the predictions are examined by spatial comparison of predicted errors using classification maps and error envelopes. The projected errors are within the acceptable range and range from −2.267 °C to 1.292 °C for the spatially enhanced RF model and from −1.675 °C to 1.439 °C for the spatially enhanced XGBoost model. These error ranges closely align with the training data's quality flag of ±2 °C, demonstrating the models' capability to predict LST accurately and within a reasonable error range. The findings show the significance of adding spatial information for precise LST prediction and draw attention to possible uses for such models in environmental monitoring and management. The work advances our understanding of spatial modelling strategies and offers practical guidelines for enhancing LST forecasts.

陆地表面温度(LST)是地球观测和环境研究中的一个重要参数,因为它在各个领域都具有重要意义。本研究旨在探讨将空间信息纳入随机森林(RF)和极端梯度提升(XGBoost)模型对预测 LST 的影响。使用 SHAP(SHapley Additive exPlanations)方法评估了每个输入参数对模型预测能力的意义和影响,并使用误差评估指标对模型进行了相互比较。使用皮尔逊相关性和独立样本 t 检验对预测进行了进一步验证,并通过使用分类图和误差包络对预测误差进行空间比较,检查了预测中潜在的地理异常。预测误差在可接受范围内,空间增强 RF 模型的误差范围为-2.267 ℃至 1.292 ℃,空间增强 XGBoost 模型的误差范围为-1.675 ℃至 1.439 ℃。这些误差范围与训练数据±2 ℃的质量指标非常接近,表明模型有能力在合理的误差范围内准确预测 LST。研究结果表明,添加空间信息对于精确预测 LST 具有重要意义,并提请人们注意此类模型在环境监测和管理中的可能用途。这项工作加深了我们对空间建模策略的理解,并为加强 LST 预测提供了实用指南。
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引用次数: 0
Unraveling the potential of heteroanionic titanium oxycarbide photocatalysts for detoxifying SARS-Cov-2 antigen rapid test kit reagent solution in water sources 揭示异阴离子碳氧钛光催化剂在水源中解毒 SARS-Cov-2 抗原快速检测试剂盒试剂溶液的潜力
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-03 DOI: 10.1016/j.kjs.2024.100241
Yathavan Subramanian , Anitha Dhanasekaran , Yen Pei Fu , Minh Thang Le , Lukman Ahmed Omeiza , ABM Kamrul Hasan , John T.S. Irvine , Abul K. Azad

In the last few years, the COVID-19 pandemic has increased the usage of antigen rapid test (ART) kits and improper disposal of these kits has led to the mixing of toxic chemical compounds present in the ART reagent solution container into drinking water sources. When consumed with drinking water, these compounds can be harmful and toxic to both humans and aquatic life. Therefore, this research presents a study on the photocatalytic degradation of the Antigen Rapid Test-Reagent solution (ART-RS) using a single-phase titanium oxycarbide - TiO0.25 C0.75 (TiOC) photocatalyst synthesized through a solid-state reaction. The synthesized samples were studied using various characterization tools to analyze their structural, morphological, and optical characteristics. In the photocatalytic experiment, it was found that the synthesized titanium oxycarbide photocatalyst exhibited superior ART-RS degradation efficiency of 77% compared to commercial titanium dioxide (22%). The improved photocatalytic degradation efficiency of ART-RS is attributed to a combination of several factors. These factors include a narrower band gap, more efficient charge transfer kinetics, enhanced absorption of visible light, and an upward shift of the valence band (VB) edge in titanium oxycarbide. These collective effects contribute to the enhanced ART-RS photocatalytic degradation activity.

在过去几年中,COVID-19 大流行增加了抗原快速检测试剂盒(ART)的使用量,而这些试剂盒的不当处理导致 ART 试剂溶液容器中的有毒化合物混入饮用水源。一旦与饮用水一起饮用,这些化合物就会对人类和水生生物造成危害和毒性。因此,本研究利用通过固态反应合成的单相碳化钛 - TiO0.25 C0.75 (TiOC) 光催化剂,对抗原快速检测试剂溶液(ART-RS)进行光催化降解研究。研究人员使用各种表征工具对合成样品的结构、形态和光学特性进行了分析。在光催化实验中发现,与商用二氧化钛(22%)相比,合成的氧碳化钛光催化剂的 ART-RS 降解效率高达 77%。ART-RS 光催化降解效率的提高归因于几个因素的综合作用。这些因素包括更窄的带隙、更高效的电荷转移动力学、对可见光的吸收增强以及碳化钛价带(VB)边缘上移。这些综合效应增强了 ART-RS 的光催化降解活性。
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引用次数: 0
Estimation of population mean using ranked set sampling in the presence of measurement errors 在存在测量误差的情况下使用排序集抽样估算人口平均值
IF 1.4 4区 综合性期刊 Q2 Multidisciplinary Pub Date : 2024-05-03 DOI: 10.1016/j.kjs.2024.100236
Abdullah Ali H. Ahmadini , Rajesh Singh , Yashpal Singh Raghav , Anamika Kumari

Ranked set sampling is widely acknowledged for its superior efficiency compared with simple random sampling. Only a small amount of work has been conducted using ranked set sampling when measurement errors are present. This study introduces innovative estimators utilizing ranked set sampling to assess the population mean when faced with both correlated and uncorrelated measurement errors. The expressions for the bias and mean squared error of the proposed estimators are derived up to the first-order approximation, revealing their superior performance compared to the other examined estimators. The efficacy of the suggested estimators in handling measurement errors was demonstrated through numerical illustration and simulation study investigations. The recommended estimators are further compared to the existing ones using the percentage relative efficiency and mean squared error, and the impact of measurement errors on the results is highlighted through the percentage computation of measurement errors. The innovative estimators suggested were formulated by judiciously incorporating ratio, exponential, and log estimators. Numerical examples involving expenditure and income, as well as simulated data generated from a normal population using R software, affirm the superior performance of the proposed estimators over existing ones such as the usual mean estimator and those proposed by Vishwakarma and Singh (2022), as evidenced by the higher percent relative efficiency and lower mean squared error. The evaluation of the percentage contribution of measurement error values confirms the impact of measurement errors on the properties of the estimators.

排序集抽样因其优于简单随机抽样的效率而得到广泛认可。在存在测量误差的情况下,只有少量研究使用了排序集抽样。本研究引入了创新的估计器,利用排序集抽样来评估同时存在相关和非相关测量误差时的总体平均值。所建议的估计器的偏差和均方误差表达式可推导到一阶近似值,显示出与其他已研究过的估计器相比,它们具有更优越的性能。通过数值说明和模拟研究调查,证明了所建议的估计器在处理测量误差方面的功效。使用相对效率百分比和均方误差对推荐的估计器与现有估计器进行了进一步比较,并通过测量误差百分比计算强调了测量误差对结果的影响。所建议的创新估计器是通过明智地结合比率估计器、指数估计器和对数估计器制定的。涉及支出和收入的数字示例,以及使用 R 软件从正常人口中生成的模拟数据,证实了所建议的估计器比现有的估计器(如通常的均值估计器以及 Vishwakarma 和 Singh(2022 年)提出的估计器)性能更优越,这体现在更高的相对效率百分比和更低的均方误差上。对测量误差贡献值百分比的评估证实了测量误差对估计器特性的影响。
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引用次数: 0
期刊
Kuwait Journal of Science
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