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Metal pollution status and health risk assessment of beach sediments along the Mersin coast, Turkey 土耳其梅尔辛海岸沙滩沉积物的金属污染状况和健康风险评估
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.07
Özgur Özbay, Ismail Akçay
Abstract In the present study, the ecological risk assessment of metal contamination in beach sediments along the Mersin coast was determined using the metal contents of beach sediments in Mersin, Kızkalesi, Susanoğlu and Taşucu region obtained between 2006 and 2009. Furthermore, the potential health risk assessment for ingestion and dermal contact pathways of adults and children was determined. Ecological risk assessment of heavy metals showed that there is no pollution in the beach sediments for the metals Cu, Pb and Zn for the all studied coasts. However, the high ecological risk indices calculated in this study strongly suggested an apparent Cd, Cr and Ni pollution in the studied beach sediments due to natural and anthropogenic contamination. Study findings indicated the HI values were greater than 1 for the metal Cr. The TCR values were higher than 1.00E-04 for the metals Cr and Ni calculated for adults, and for the metal Cu, Cr and Ni calculated for children, respectively. All these findings showed that there is a high carcinogenic risk for adults and children resident in the Mersin province from carcinogenic Cr and Ni whilst the studied coasts have additional health risks to children from carcinogenic Cu.
摘要 在本研究中,利用 2006 年至 2009 年期间获得的梅尔辛、克兹卡莱西、苏萨诺奥卢和塔苏库地区海滩沉积物中的金属含量,确定了梅尔辛沿海海滩沉积物中金属污染的生态风险评估。此外,还确定了成人和儿童摄入和皮肤接触途径的潜在健康风险评估。重金属生态风险评估显示,在所有研究的海岸中,海滩沉积物中的金属铜、铅和锌没有受到污染。然而,本研究计算出的高生态风险指数强烈表明,由于自然和人为污染,所研究的海滩沉积物中明显存在镉、铬和镍污染。研究结果表明,金属铬的 HI 值大于 1。以成人计算的金属铬和镍的 TCR 值高于 1.00E-04,以儿童计算的金属铜、铬和镍的 TCR 值高于 1.00E-04。所有这些结果表明,居住在梅尔辛省的成人和儿童面临致癌物质铬和镍的高致癌风险,而所研究的沿海地区的儿童则面临致癌物质铜的额外健康风险。
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引用次数: 0
A biomonitoring study of Diadema setosum: metal bioaccumulation and current status in Iskenderun Bay, eastern Mediterranean Diadema setosum 的生物监测研究:地中海东部伊斯肯德伦湾的金属生物累积和现状
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.09
Erkan Uğurlu
Abstract Concentrations of aluminum, chromium, cobalt, nickel, cadmium, lead, manganese, iron and zinc were determined in sea urchin species, Diadema setosum from Iskenderun Bay in December 2022. The level of metals was determined by Inductively Coupled Plasma-Mass Spectrometer (ICP-MS). Concentrations of the heavy metals in the examined sea urchins ranged as follows: Al 0.07-7.17 μg g-1; Cr 0.07–0.8 μg g-1; Co 0.01–0.2 μg g-1; Ni 0.2–2.9 μg g-1; Cd 0.0–0.02 μg g-1; Pb 0.4-3.5 μg g-1; Mn 0.03–0.4 μg g-1; Fe 1.2-57.2 μg g-1; Zn 0.28–2.7 μg g-1, respectively. The highest accumulation of Fe and Pb metals was determined in the tissues of the sea urchin. The present study suggests that D. setosum could be a potential biological indicator of metal pollution in the Iskenderun Bay. Furthermore, soft tissues generally had lower levels overall. For this reason, the data show that D. setosum is a very good heavy metal collector and therefore may be used successfully to monitor heavy metal levels in Iskenderun Bay.
摘要 2022 年 12 月,测定了伊斯肯德伦湾海胆物种 Diadema setosum 中铝、铬、钴、镍、镉、铅、锰、铁和锌的浓度。金属含量是通过电感耦合等离子体质谱仪(ICP-MS)测定的。受检海胆中的重金属浓度范围如下:Al 0.07-7.17 μg g-1;Cr 0.07-0.8 μg g-1;Co 0.01-0.2 μg g-1;Ni 0.2-2.9 μg g-1;Cd 0.0-0.02 μg g-1;Pb 0.4-3.5 μg g-1;Mn 0.03-0.4 μg g-1;Fe 1.2-57.2 μg g-1;Zn 0.28-2.7 μg g-1。海胆组织中铁和铅的累积量最高。本研究表明,D. setosum 可能是伊斯肯德伦湾金属污染的潜在生物指标。此外,软组织中的总体含量普遍较低。因此,数据表明 D. setosum 是一种非常好的重金属收集器,因此可成功用于监测伊斯肯德伦湾的重金属水平。
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引用次数: 0
Species diversity, abundance, and distribution of freshwater prawns along a selected perennial stream in Ngangla Gewog, Zhemgang, Southern Bhutan 不丹南部浙港昂拉乡一条选定常年溪流沿岸淡水虾的物种多样性、丰度和分布情况
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.10
Thinley Wangda, Sabreen Bashir, Bhagat Suberi, Agrataben Vadhel, Tabarak Malik, Anand Mohan
Abstract The study and diversity of freshwater prawns are of great importance due to growing interest in biodiversity and its relative abundance. The present study was carried out for a selected stream divided into three different habitat types: namely, pond, run, and riffle. The study was focused on the diversity and abundance of prawns. To make it more systematic, a transect was laid upon the stream and it was divided into 30 plots with 100 m intervals. Metapenaeus rosenbergii, Penaeus japonicas, and Metapenaeus insolitus were species recorded in the pond habitat type only. The Penaeus genus was the most prominent in the study area while the genus Metapenaues was the least abundant. The diversity of freshwater prawns was found to be highest in the pond rather than the run and riffle. Documented information for prawn populations in Bhutan is sparse. Therefore, there is a wide research gap regarding prawn diversity in Bhutan. This study will help to establish a baseline data for the prawn distribution in the proposed study area. The present study will serve as a reference guide for future researchers.
摘要 由于人们对生物多样性及其相对丰度的兴趣与日俱增,淡水对虾的研究及其多样性具有重要意义。本研究选取了一条溪流,将其分为三种不同的栖息地类型:池塘、流水和溪流。研究的重点是对虾的多样性和丰度。为了使研究更加系统化,研究人员在溪流上设置了一个横断面,并将其划分为 30 个地块,每个地块间隔 100 米。仅在池塘生境类型中记录到了罗氏沼虾(Metapenaeus rosenbergii)、日本对虾(Penaeus japonicas)和无须对虾(Metapenaeus insolitus)。在研究区域中,对虾属的数量最多,而海水对虾属的数量最少。研究发现,淡水对虾的多样性在池塘中最高,而不是在径流和溪流中。有关不丹对虾种群的文献资料很少。因此,关于不丹对虾多样性的研究缺口很大。本研究将有助于建立拟议研究区域对虾分布的基准数据。本研究将为未来的研究人员提供参考指南。
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引用次数: 0
Antioxidant radical scavenging capacity and total carotenoid content of narrow-clawed crayfish (Pontastacus leptodactylus, Eschscholtz, 1823) in Atikhisar Reservoir (Çanakkale, Türkiye) Atikhisar 水库(土耳其恰纳卡莱)中窄爪螯虾(Pontastacus leptodactylus, Eschscholtz, 1823)的抗氧化自由基清除能力和类胡萝卜素总含量
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.08
S. Acarlı, B. Kızılkaya, Pervin Vural, Selçuk Berber, Semih Kale, D. Acarlı
Abstract In this study, antioxidant radical scavenging capacity and total carotenoid content in the meat and shells of Pontastacus leptodactylus were investigated. Concerning the antioxidant scavenging effect, the highest IC50 values were found to be 388.77 mg g-1 and 155.53 mg g-1 for females and males in July and March, respectively. The mean IC50 values of the meat were calculated as 239.83 mg g-1 and 105.21 mg g-1 for females and males, respectively. The mean total carotenoid content in the meat was found to be 14.35 and 12.78 μg g-1 for females and males, respectively. The results indicated that crayfish meat had antioxidant radical scavenging capacity and was rich in carotenoid content.
摘要 本研究调查了浮小蟹肉和壳中的抗氧化自由基清除能力和类胡萝卜素总含量。在抗氧化自由基清除效果方面,7 月和 3 月雌性和雄性的 IC50 值最高,分别为 388.77 mg g-1 和 155.53 mg g-1。经计算,雌性和雄性肉类的平均 IC50 值分别为 239.83 毫克/克-1 和 105.21 毫克/克-1。雌性和雄性螯虾肉中类胡萝卜素的平均总含量分别为 14.35 和 12.78 μg g-1。结果表明,小龙虾肉具有抗氧化清除自由基的能力,并含有丰富的类胡萝卜素。
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引用次数: 0
Utilizing fluctuation asymmetry to assess the effects of U-238 radioactivity on the marine ecosystem around the Madras nuclear power plant, India 利用波动不对称性评估铀-238 放射性对印度马德拉斯核电站周围海洋生态系统的影响
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.05
Sherif A. AL-Sharif, M. Chapara, Atef El-Taher, Ahmed Salah-Tantawy
Abstract The monitoring of marine ecosystems is crucial due to the growing threat posed by nuclear power plants and other nuclear anthropogenic emissions. In our work, we used a straightforward and low-cost biomonitoring technique called fluctuation asymmetry (FA) to examine the variation between the left and right sides (developmental instability) of organisms’ traits that were influenced by genetic and environmental variables in the early stages of ontogenesis. The specimens of fish (Leiognathus sp.) and crabs (Portunus sanguinolentus) were collected seasonally and used as bioindicators to determine the effects of Uranium-238 (U-238) radioactivity around a nuclear power plant. The obtained results revealed that FA values were not considered typical values (FA = 0) in all seasons. Moreover, FA values of Leiognathus sp. exhibited insignificant fluctuation for a particular characteristic through the different seasons, while a significant fluctuation occurred amongst the characteristics themselves throughout the same season. Inversely, FA values of the four characteristics in Portunus sanguinolentus displayed seasonal variation amongst them all. Statistically, there was a strong positive correlation (r = 0.5, p < 0.05) between U-238 radioactivity in the flesh of both organisms and the fluctuation asymmetry of different traits but it is not a sign that any radioactive pollution exists.
摘要 由于核电站和其他核人为排放物造成的威胁日益严重,对海洋生态系统的监测至关重要。在我们的工作中,我们使用了一种名为波动不对称(FA)的简单而低成本的生物监测技术,来研究生物在本体形成早期阶段受遗传和环境变量影响的左右两侧性状的变化(发育不稳定性)。研究人员按季节采集了鱼类(Leiognathus sp.)和蟹类(Portunus sanguinolentus)标本,并将其作为生物指标来确定核电站周围铀-238(U-238)放射性的影响。结果显示,FA 值在所有季节都不被视为典型值(FA = 0)。此外,雷公鱼的 FA 值在不同季节对某一特征的波动不明显,而在同一季节,不同特征之间的波动却很大。与此相反,虹鳟的四种特征的 FA 值在不同季节均有变化。从统计学角度看,两种生物肉体中的铀 238 放射性与不同特征的波动不对称性之间存在很强的正相关性(r = 0.5,p < 0.05),但这并不表明存在任何放射性污染。
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引用次数: 0
Differences of water chemistry, bird assemblages and nutrient loads introduced by waterbirds into morphologically similar waterbodies 水鸟在形态相似的水体中引入的水化学、鸟类群落和营养负荷的差异
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.04
R. Gwiazda, Joanna Kosiba
Abstract The number and structure of waterbirds is affected by the size of the waterbody, the presence of islands and macrophytes, but also by their trophy status. The aims of the study were to compare nutrients in water, numbers of waterbird assemblages, and the loading of nitrogen and phosphorus introduced by waterbirds in two similar waterbodies with different rates of water discharge. This study was conducted in two eutrophic shallow waterbodies, P1 and P2 in 2016 and 2017. The median concentrations of NO2-, NO3- and NH4+ were 4.0 times, 3.2 times, and 1.7 times greater in the P1 than in the P2 location, respectively. Similar proportions of organic matter in sediments were statistically greater in P1. The number of birds was also significantly greater in P1 than in P2. The waterbirds (Anas platyrhynchos, Aythya fuligula, Fulica atra, Phalacrocorax carbo and Chroicocephalus ridibundus) excreted 5.2 times more total phosphorous and 3.3 times more total nitrogen in P1 than in P2. Significant negative correlations were also found between the concentrations of NO3- and the number of waterbirds in P1.
摘要 水鸟的数量和结构受水体大小、岛屿和大型水草的影响,同时也受其战利品状况的影响。本研究的目的是比较两个具有不同排水速率的类似水体中的水中营养物质、水鸟群数量以及水鸟引入的氮和磷负荷。这项研究于2016年和2017年在P1和P2两个富营养化浅水区进行。P1地点的NO2-、NO3-和NH4+浓度中值分别是P2地点的4.0倍、3.2倍和1.7倍。据统计,P1 中沉积物中有机物的比例与 P2 中相似。鸟类数量 P1 也明显多于 P2。与 P2 相比,P1 的水鸟(Anas platyrhynchos、Aythya fuligula、Fulica atra、Phalacrocorax carbo 和 Chroicocephalus ridibundus)排泄的总磷和总氮分别高出 5.2 倍和 3.3 倍。在 P1 中,NO3- 的浓度与水鸟的数量之间也存在明显的负相关。
{"title":"Differences of water chemistry, bird assemblages and nutrient loads introduced by waterbirds into morphologically similar waterbodies","authors":"R. Gwiazda, Joanna Kosiba","doi":"10.26881/oahs-2023.4.04","DOIUrl":"https://doi.org/10.26881/oahs-2023.4.04","url":null,"abstract":"Abstract The number and structure of waterbirds is affected by the size of the waterbody, the presence of islands and macrophytes, but also by their trophy status. The aims of the study were to compare nutrients in water, numbers of waterbird assemblages, and the loading of nitrogen and phosphorus introduced by waterbirds in two similar waterbodies with different rates of water discharge. This study was conducted in two eutrophic shallow waterbodies, P1 and P2 in 2016 and 2017. The median concentrations of NO2-, NO3- and NH4+ were 4.0 times, 3.2 times, and 1.7 times greater in the P1 than in the P2 location, respectively. Similar proportions of organic matter in sediments were statistically greater in P1. The number of birds was also significantly greater in P1 than in P2. The waterbirds (Anas platyrhynchos, Aythya fuligula, Fulica atra, Phalacrocorax carbo and Chroicocephalus ridibundus) excreted 5.2 times more total phosphorous and 3.3 times more total nitrogen in P1 than in P2. Significant negative correlations were also found between the concentrations of NO3- and the number of waterbirds in P1.","PeriodicalId":19407,"journal":{"name":"Oceanological and Hydrobiological Studies","volume":"33 3","pages":"430 - 436"},"PeriodicalIF":0.9,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139194619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Defense responses of the green microalgae Chlorella vulgaris to the vanadium pentoxide nanoparticles 绿色微藻小球藻对五氧化二钒纳米颗粒的防御反应
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.06
Hanifeh Akbarian Kalehjahi, M. Kosari-Nasab, Mojtaba Amini, A. Movafeghi
Abstract Although vanadium-based nanomaterials have found extensive use in industry, their influence on ecosystems and living organisms is not yet well investigated. In this study, hydrothermal methods were utilized for the synthesis of vanadium pentoxide nanoparticles (V2O5 NPs). The gained NPs were characterized using XRD, FT-IR, EDS, DLS, SEM and TEM techniques. Subsequently, the toxic effects of V2O5 NPs on the model green microalgae Chlorella vulgaris were evaluated. According to the obtained results, V2O5 NPs caused a significant reduction in cell number and biomass production of algae in a dose and time dependent manner. Moreover, flow cytometric analysis confirmed a reduction in the quantity of living cells. Scanning electron microscopy showed plasmolysis and deformation of the cells after exposure to nanoparticles. The photosynthetic pigments and phenolics content exhibited a decrease in comparison with the control sample. Although, non-enzymatic antioxidant system in C. vulgaris displayed an average action, antioxidant enzymes, including superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) showed a dose dependent increasing trend. These intercellular reactions designated the activation of the antioxidant defense system in response to the induced oxidative stress by V2O5 NPs.
摘要 虽然钒基纳米材料已在工业中得到广泛应用,但其对生态系统和生物体的影响还没有得到很好的研究。本研究采用水热法合成了五氧化二钒纳米粒子(V2O5 NPs)。利用 XRD、FT-IR、EDS、DLS、SEM 和 TEM 技术对获得的 NPs 进行了表征。随后,评估了 V2O5 NPs 对模式绿微藻小球藻的毒性效应。结果表明,V2O5 NPs 以剂量和时间依赖的方式显著减少了藻类的细胞数量和生物量。此外,流式细胞分析也证实了活细胞数量的减少。扫描电子显微镜显示,细胞在接触纳米粒子后发生了溶解和变形。与对照样本相比,光合色素和酚类物质的含量都有所下降。虽然粗毛藻中的非酶抗氧化系统表现出一般的作用,但包括超氧化物歧化酶(SOD)、过氧化氢酶(CAT)和抗坏血酸过氧化物酶(APX)在内的抗氧化酶却表现出与剂量相关的增加趋势。这些细胞间反应表明,抗氧化防御系统对 V2O5 NPs 诱导的氧化应激做出了反应。
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引用次数: 0
Annual, seasonal and spatial differences in the growth rate of Baltic cod larvae and early juveniles in relation to zooplankton biomass fluctuations in 2006-2014 2006-2014 年波罗的海鳕鱼幼体和早期幼鱼生长率与浮游动物生物量波动的年度、季节和空间差异
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.02
K. Spich, D. P. Fey
Abstract It is an acknowledged theory that a faster growth rate, determined by various environmental drivers, may boost the survival of larval and juvenile fish. In this study we examined the differences in the growth rate of larval and juvenile cod (age 2 – 136 d; SL: 4.1 – 39.2 mm) between the years 2006 and 2014, sub-areas of the Baltic Sea (Bornholm Basin, BB; Słupsk Furrow, SF; Gdansk Basin, GB), and seasons (spring and summer). The average growth rate for all specimens was 0.25 mm/d, with significantly lower values between 2012 and 2014 than between 2006 and 2011. A reduction in zooplankton biomass, especially the large zooplankton fraction, was observed after the 2006–2008 period, which was related to the prevailing temperature conditions in the surface layers. The reduction in zooplankton biomass was accompanied by changes in the structure of zooplankton: less T. longicornis, C. hamatus, and Pseudocalanus spp., and more Acartia spp. The results suggest that the inter-annual differences observed in zooplankton biomass and structure are likely responsible for the observed reduction in the growth rate of cod larvae between 2012 and 2014 compared to the years between 2006 and 2011. The growth rate reduction could be one of the reasons for the decline in the recruitment of eastern Baltic cod between the years 2013 and 2015, after the high recruitment years of the period 2011-2012.
摘要 一种公认的理论认为,由各种环境驱动因素决定的较快的生长速度可提高幼鱼和稚鱼的存活率。在本研究中,我们研究了 2006 年至 2014 年期间,波罗的海分区域(博恩霍尔姆盆地,BB;斯武普斯克海沟,SF;格但斯克盆地,GB)和季节(春季和夏季)鳕鱼幼鱼和幼鱼(2 - 136 d;SL:4.1 - 39.2 mm)生长速度的差异。所有标本的平均生长速度为 0.25 mm/d,2012 年至 2014 年期间的数值明显低于 2006 年至 2011 年期间的数值。浮游动物的生物量,尤其是大型浮游动物的生物量,在 2006-2008 年之后有所减少,这与表层的普遍温度条件有关。浮游动物生物量减少的同时,浮游动物的结构也发生了变化:T. longicornis、C. hamatus 和 Pseudocalanus 属的数量减少,而 Acartia 属的数量增加。 结果表明,浮游动物生物量和结构的年际差异很可能是导致 2012 年至 2014 年期间观察到的鳕鱼幼体生长率比 2006 年至 2011 年期间下降的原因。生长率下降可能是波罗的海东部鳕鱼在经历了 2011-2012 年期间的高繁殖率之后,在 2013 年至 2015 年期间繁殖率下降的原因之一。
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引用次数: 0
An ichthyofaunal amendment with the length-weight relations and condition factors of some endemic and invasive freshwater fishes from Western Anatolia 安纳托利亚西部一些特有和外来淡水鱼类的长度-重量关系和状态因子的鱼类学修正案
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.01
I. Kurtul, C. Kaya, Arda Şen, Ceylin Özcan, Deniz Ercivan, Kaan Demiral, Melike Güngör, Ali Ilhan, H. Sarı
Abstract In the scope of this study, fish fauna of Küçük Menderes River and its tributaries, updated with the comparison of the recent ichthyofaunal studies, as well as the length-weight relations (LWR) and condition factors (CF) were estimated for 7 freshwater fish species belonging to six families from the river basin: endemic Oxynoemacheilus eliasi, Cobitis fahireae; invasive, Carassius gibelio, Atherina boyeri, transloce Perca fluviatilis and the native Squalius fellowesii, Cyprinus carpio. The fish samples were collected with various fishnets and DC electro-fishing devices from six stations in 2018 and 2019. The LWR of the fishes was studied based on 379 specimens. The estimated values of parameter b ranged from 2.884 (A. boyeri) to 3.176 (C. fahireae). The coefficient of determination (R2) was changed between 0.792 to 0.980 for all sampling localities. In the study, Fulton’s condition factor ranged between 0.391 (S. fellowesii) to 3.080 (S. fellowesii); the relative condition factor ranged between 0.346 (O. eliasi) to 2.746 (S. fellowesii), respectively. This research is anticipated to contribute valuable insights for the conservation of the species, while also furnishing essential data to inform future fisheries management studies in the region.
摘要 在本研究范围内,通过比较最近的鱼类研究,对库克门德列斯河及其支流的鱼类动物群进行了更新,并估算了该流域六科七种淡水鱼类的长度重量关系(LWR)和状态因子(CF):这些鱼类包括:特有的 Oxynoemacheilus eliasi、Cobitis fahireae;入侵的 Carassius gibelio、Atherina boyeri、transloce Perca fluviatilis 和本地的 Squalius fellowesii、鲤鱼。鱼类样本是在 2018 年和 2019 年用各种鱼网和直流电钓设备从六个站点采集的。根据 379 个标本研究了鱼类的低纬度。参数 b 的估计值从 2.884(A. boyeri)到 3.176(C. fahireae)不等。所有采样地点的判定系数(R2)在 0.792 至 0.980 之间变化。在本研究中,富尔顿条件因子在 0.391(S. fellowesii)到 3.080(S. fellowesii)之间变化;相对条件因子在 0.346(O. eliasi)到 2.746(S. fellowesii)之间变化。预计这项研究将为物种保护提供有价值的见解,同时也为该地区未来的渔业管理研究提供重要数据。
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引用次数: 0
Estimation of zooplankton density with artificial neural networks (a new statistical approach) method, Elazığ-Türkiye 用人工神经网络(一种新的统计方法)估算浮游动物密度的方法,Elazığ-Türkiye
IF 0.9 4区 环境科学与生态学 Q4 OCEANOGRAPHY Pub Date : 2023-12-01 DOI: 10.26881/oahs-2023.4.11
Hilal Bulut
Abstract This study was carried out to predict the zooplankton density in the Cip reservoir (Elazığ) with an artificial neural network, using some water quality parameters. The plankton samples were collected monthly from Cip Reservoir in 2021- 2022, using a standard plankton net from three stations. Water temperature, dissolved oxygen, pH, electrical conductivity, secchi disk, alkalinity, total nitrogen and total phosphorus were measured. The actual values of zooplankton density and results obtained from the artificial neural networks were compared. Mean absolute percent error (MAPE) values were calculated with actual values and ANNs values. ANNs values were determined to be close to the real data. MAPE percentage value at the first station was determined as 1.143 for Rotifer, 0.118 for Cladocera, and 0.141 for Copepoda. The MAPE percentage value at the second station was determined as 0.941 for Rotifer, 0.377 for Cladocera, and 0.185 for Copepoda. The MAPE percentage value at the third station was determined as 0.342 for Rotifer, 0.557 for Cladocera, and 0.301 for Copepoda. In the present study, it has been seen that artificial neural networks with a learning feature are successful in predicting zooplankton densities in an aquatic environment. It can be concluded from the study that ANNs are a powerful tool for understanding their relationships with the environment
摘要 本研究利用人工神经网络,通过一些水质参数来预测西普水库(埃拉泽格)的浮游动物密度。在 2021-2022 年期间,使用标准浮游生物网每月从 Cip 水库的三个站点采集浮游生物样本。测量了水温、溶解氧、pH 值、电导率、secchi disk、碱度、总氮和总磷。浮游动物密度的实际值与人工神经网络得出的结果进行了比较。计算了实际值和人工神经网络值的平均绝对百分误差 (MAPE)。结果表明,人工神经网络值与实际数据接近。第一站的平均绝对误差百分比值为:轮虫 1.143,桡足类 0.118,栉水母 0.141。第二站的 MAPE 百分比值为:轮虫 0.941,鳞介动物 0.377,桡足类 0.185。第三站的轮虫 MAPE 百分比值为 0.342,鳞介动物为 0.557,桡足类为 0.301。本研究表明,具有学习功能的人工神经网络能够成功预测水生环境中浮游动物的密度。研究结果表明,人工神经网络是了解浮游动物与环境关系的有力工具。
{"title":"Estimation of zooplankton density with artificial neural networks (a new statistical approach) method, Elazığ-Türkiye","authors":"Hilal Bulut","doi":"10.26881/oahs-2023.4.11","DOIUrl":"https://doi.org/10.26881/oahs-2023.4.11","url":null,"abstract":"Abstract This study was carried out to predict the zooplankton density in the Cip reservoir (Elazığ) with an artificial neural network, using some water quality parameters. The plankton samples were collected monthly from Cip Reservoir in 2021- 2022, using a standard plankton net from three stations. Water temperature, dissolved oxygen, pH, electrical conductivity, secchi disk, alkalinity, total nitrogen and total phosphorus were measured. The actual values of zooplankton density and results obtained from the artificial neural networks were compared. Mean absolute percent error (MAPE) values were calculated with actual values and ANNs values. ANNs values were determined to be close to the real data. MAPE percentage value at the first station was determined as 1.143 for Rotifer, 0.118 for Cladocera, and 0.141 for Copepoda. The MAPE percentage value at the second station was determined as 0.941 for Rotifer, 0.377 for Cladocera, and 0.185 for Copepoda. The MAPE percentage value at the third station was determined as 0.342 for Rotifer, 0.557 for Cladocera, and 0.301 for Copepoda. In the present study, it has been seen that artificial neural networks with a learning feature are successful in predicting zooplankton densities in an aquatic environment. It can be concluded from the study that ANNs are a powerful tool for understanding their relationships with the environment","PeriodicalId":19407,"journal":{"name":"Oceanological and Hydrobiological Studies","volume":"14 38","pages":"502 - 515"},"PeriodicalIF":0.9,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139196405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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