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Effects of climate change on the distribution of Hoplias malabaricus and its ecto- and endoparasite species in South America 气候变化对南美洲马拉巴里合趾鱼及其外寄生虫和内寄生虫分布的影响
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-07-12 DOI: 10.1007/s10452-024-10120-7
Henrique Paulo Silva de Melo, Ricardo Massato Takemoto, Gabriela Silva Ribeiro Gonçalves, Renata Guimaraes Frederico, Lucena Rocha Virgilio

Parasites are facing a loss in biodiversity in a changing climate. In this context, the present study aimed to evaluate the influence of climate change on Hoplias malabaricus and its species of monogenetic and digenetic parasites. The models were developed for South America and the species occurrence data were obtained from databases and digital platforms. The bioclimatic, edaphic, elevation, and slope variables were obtained from specialized platforms. Thus, to generate species distribution models, Support Vector Machine, Random Forest and Generalized Linear Model algorithms were used. All predictions of the model for a species were combined to obtain its final model (Ensemble) for the present and future scenarios. As a result, definitive hosts of the parasites showed high climatic suitability. The broad niche of these species indicated that these organisms can show certain opportunistic and generalist characteristics. Unlike their parasites that revealed a more restricted distribution than their host. Also, in a future scenario, endoparasite species will generally reduce 99% of their populations, ectoparasites 93%, while some hosts will increase their populations. In conclusion, the study assumed that future climatic events can influence parasites and their hosts differently, whereas anthropization can influence parasite extinction even without directly affecting their hosts.

寄生虫在不断变化的气候中面临着生物多样性的丧失。在这种情况下,本研究旨在评估气候变化对马拉巴里蝇及其单基因和双基因寄生虫物种的影响。模型是为南美洲开发的,物种出现数据来自数据库和数字平台。生物气候、土壤、海拔和坡度变量来自专业平台。因此,在生成物种分布模型时,使用了支持向量机、随机森林和广义线性模型算法。对某一物种的所有预测模型进行组合,以获得其在当前和未来情景下的最终模型(集合)。结果表明,寄生虫的明确宿主具有很高的气候适宜性。这些物种的广泛生态位表明,这些生物可以表现出一定的机会主义和通才特征。与寄生虫不同的是,寄生虫的分布比宿主更受限制。此外,在未来的情景中,内寄生虫物种的数量一般会减少 99%,外寄生虫减少 93%,而一些宿主的数量会增加。总之,研究认为未来的气候事件会对寄生虫及其宿主产生不同的影响,而人类活动即使不直接影响寄生虫的宿主,也会影响寄生虫的灭绝。
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引用次数: 0
Response strategies of leaf vein traits and stomatal traits of Aegiceras corniculatum to shrimp aquaculture wastewater discharge Aegiceras corniculatum叶脉性状和气孔性状对对虾养殖废水排放的响应策略
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-07-09 DOI: 10.1007/s10452-024-10122-5
Ying-Ying Qin, Ge-Ge Zhu, Ming-Zhong Liang, Hai-Lei Zheng, Jun-Wei Li

Sediments, waters and vegetation work together and cooperate mutually to maintain normal function of mangrove wetland ecosystem. To gained a comprehensive understanding of the response strategies existed by the leaf traits of Aegiceras corniculatum and to identity the key factors that drive leaf traits variation in the response to shrimp aquaculture wastewater, we sampled leaves of A. corniculatum, sediments and interstitial water from non-discharge area (CK), direct discharge area (DDA) and landfill restoration area (LRA) in Qinzhou Bay in southeast coast of China. We established a correlation between leaf vein traits and stomatal traits and abiotic conditions such as pH, nutrient content in sediment. In comparison to CK and LRA, leaf vein traits (primary vein diameter, secondary vein diameter, tertiary vein diameter, enclosed circular area, vein spacing, and tertiary vein density) exhibited a decrease in DDA. This observation suggests that the persistent discharge of shrimp aquaculture wastewater exerts a detrimental impact on the leaves’ mechanical support, nutrient, and water transport capacity. Furthermore, a marked negative correction emerges between stomatal density and length. In contrast, within LRA, an increase in stomatal density and a corresponding reduction in stomatal length indicate a heightened transpiration function of the leaves, thereby enhancing the efficiency of water and inorganic salt transport. Subsequently, the leaf vein traits in LRA are observed to be higher than in CK, suggesting that the leaf traits of A. corniculatum has undergone pre-adaptation to DDA and possesses high phenotypic plasticity. Through the analysis of leaf vein and stomatal traits in diverse shrimp aquaculture wastewater discharge habitats, this study demonstrates that such pre-adaptation and elevated phenotypic plasticity facilitates the adaptation of A. corniculatum to the challenging shrimp aquaculture wastewater environment.

沉积物、水体和植被相互配合,共同维持红树林湿地生态系统的正常功能。为了全面了解红树林Aegiceras corniculatum叶片性状存在的响应策略,并确定驱动叶片性状对对虾养殖废水响应变化的关键因素,我们在中国东南沿海钦州湾的非排放区(CK)、直接排放区(DDA)和填埋修复区(LRA)采集了红树林Aegiceras corniculatum的叶片、沉积物和间隙水样本。我们建立了叶脉性状和气孔性状与非生物条件(如 pH 值、沉积物中的营养物质含量)之间的相关性。与CK和LRA相比,叶脉性状(主脉直径、次脉直径、三级脉直径、封闭圆面积、脉间距和三级脉密度)在DDA中呈下降趋势。这一观察结果表明,对虾养殖废水的持续排放对叶片的机械支撑、养分和水分运输能力产生了不利影响。此外,气孔密度和长度之间出现了明显的负校正。相反,在 LRA 中,气孔密度的增加和气孔长度的相应减少表明叶片的蒸腾作用增强,从而提高了水分和无机盐的运输效率。随后,在 LRA 中观察到的叶脉性状高于 CK,这表明 A. corniculatum 的叶片性状经过了对 DDA 的预适应,具有很高的表型可塑性。本研究通过分析不同对虾养殖废水排放栖息地的叶脉和气孔性状,证明这种预适应和表型可塑性的提高有助于A. corniculatum适应具有挑战性的对虾养殖废水环境。
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引用次数: 0
Spatial and temporal variation in diversity and abundance of Malacostraca associated with environmental variables in a tropical River in South India 南印度一条热带河流中与环境变量相关的 Malacostraca 的多样性和丰度的时空变化
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-07-02 DOI: 10.1007/s10452-024-10121-6
Dani Benchamin, R. Sreejai, M. S. Arya

Malacostracans are significant in several environmental processes, making them a major biotic component in aquatic ecosystems. An investigation on the spatio-temporal variations in the diversity and abundance of malacostraca was carried out in the Kallada River for a period of two years from 2019 to 2021. The malacostracan community was represented by 35 species in 17 families and 4 orders during the investigation period. Decapods (24 species), amphipods (7 species), isopods, and tanaids (2 species each) were identified from the Kallada River. Seasonally, PoM (Post-monsoon) witnessed the presence of 33 species closely followed by PrM (Pre-monsoon) and MoN (Monsoon) with 32 species each. The amphipod species Melita zeylanica belonging to the family Melitidae dominated in terms of abundance throughout the study period. Diversity, richness, and dominance indices were increased from the upstream to downstream sites. Contrarily, the highest values of evenness were recorded the upstream and lowest recorded downstream. Diversity analysis values were maximum at downstream sites during the PrM season while the abundance was maximum during the PoM season. Multivariate tools such as CCA (canonical correspondence analysis) and hierarchical clustering were applied to investigate the co-existence of various malacostracan taxa and the relation between the species and water quality parameters. Similar feeding habits and water quality requirements allowed the co-occurrence of malacostracan species. CCA indicates the freshwater and estuarine influences on malacostracan diversity and abundance. The study also assessed the detrimental effects of sewage and municipal effluents on malacostraca at the midstream stations. However, the low diversity at the upstream stations was attributed to the natural environmental conditions.

Malacostracans 在多个环境过程中发挥着重要作用,是水生生态系统中的主要生物组成部分。在 2019 年至 2021 年的两年时间里,对卡拉达河中孔雀鱼的多样性和丰度的时空变化进行了调查。在调查期间,桡足类群落有 4 目 17 科 35 种。在卡拉达河发现了无足类(24 种)、片脚类(7 种)、等足类和蕉类(各 2 种)。从季节上看,PoM(季风后)有 33 个物种,PrM(季风前)和 MoN(季风)紧随其后,各有 32 个物种。在整个研究期间,属于 Melitidae 科的片脚类动物 Melita zeylanica 的数量占主导地位。从上游到下游,多样性、丰富度和优势度指数均有所增加。相反,均匀度值在上游最高,在下游最低。在 PrM 季节,下游地点的多样性分析值最高,而在 PoM 季节,丰度值最高。应用 CCA(典型对应分析)和分层聚类等多变量工具,研究了各种 Malacostracan 类群的共存情况以及物种与水质参数之间的关系。相似的摄食习性和水质要求使桡足类物种得以共存。CCA显示了淡水和河口对malacostracan多样性和丰度的影响。该研究还评估了污水和城市污水对中游站点孔雀鱼的不利影响。然而,上游站点的低多样性则归因于自然环境条件。
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引用次数: 0
Zooplankton composition, abundance and diversity in Sagartaal, Budaun district, Uttar Pradesh, India 印度北方邦布达恩县 Sagartaal 的浮游动物组成、丰度和多样性
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-20 DOI: 10.1007/s10452-024-10117-2
Qasim Khan, Saltanat Parveen

Sagartaal is located in Budaun with geographical coordinates 28.0512°N and 79.1305°E in Nawada region, Uttar Pradesh, Uttar Pradesh, India. Understanding the composition, diversity, and abundance of the zooplankton is vital for better utilization of such waterbodies. The present study was carried out from October 2022 to September 2023. A total of 24 species belonging to 16 species of Rotifera, 4 species of Cladocera, 2 species of Copepoda, and 2 species of Ostracoda were recorded. The prominent species were Brachionus forficula, B. calyciflourus, Keratella cochlearis, Simocephalus sp., Cyclops sp., and Mesocyclops sp. Zooplankton showed seasonal variations in their species composition, abundance, and diversity concerning water temperature, pH, total alkalinity, dissolved oxygen, and hardness. The zooplankton density was recorded as maximum in winter and minimum in monsoon. Statistically, zooplankton shows significant correlations as Rotifera with EC, BOD (r =− 0.50; − 0.58, respectively); while with total hardness (r = 0.75); Cladocera with DO (r = 0.53), alkalinity (r = 0.57), nitrate (r = 0.56), and phosphate (r = − 0.49). The highest Shannon index (2.83) was obtained for summer, due to the lowest value of the dominance index (0.07) for this season. More studies are warranted on Monitoring such ecosystems as Sagartaal to understand the effects of anthropogenic pressure on zooplankton's community structure, can help in identifying the indicator species to formulate effective conservation planning.

萨加尔塔尔位于印度北方邦纳瓦达地区的布达恩,地理坐标为 28.0512°N,79.1305°E。了解浮游动物的组成、多样性和丰度对于更好地利用此类水体至关重要。本研究于 2022 年 10 月至 2023 年 9 月进行。共记录到 24 种浮游动物,包括 16 种轮虫、4 种栉孔虫、2 种桡足类和 2 种尾足类。浮游动物的种类组成、丰度和多样性随水温、pH 值、总碱度、溶解氧和硬度而呈现季节性变化。浮游动物密度在冬季最高,在季风季节最低。据统计,浮游动物与 EC、BOD(r =- 0.50;- 0.58)、总硬度(r = 0.75)、Cladocera 与溶解氧(r = 0.53)、碱度(r = 0.57)、硝酸盐(r = 0.56)和磷酸盐(r = - 0.49)有明显的相关性。夏季的香农指数(2.83)最高,因为该季节的优势指数(0.07)最低。有必要对 Sagartaal 等生态系统进行更多的监测研究,以了解人为压力对浮游动物群落结构的影响,这有助于确定指标物种,从而制定有效的保护规划。
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引用次数: 0
Response of periphyton fatty acids to experimental changes in aqueous phosphorus 浮游生物脂肪酸对水磷实验变化的响应
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-19 DOI: 10.1007/s10452-024-10115-4
Bowei Zhou, Yu Wang, Jiaqi You, Feilong Li, Wei Gao, Qingping Du, Yuan Zhang, Fen Guo

Periphyton is an important basal food source for many aquatic consumers by directly or indirectly providing long-chain polyunsaturated fatty acids (LC-PUFA). Although periphyton LC-PUFA content is highly sensitive to aqueous nutrients, the majority of prior studies have been conducted in low-nutrient aquatic environments. Less is known about how periphyton LC-PUFA content may change in response to higher nutrient concentrations in rivers. We conducted a periphyton culturing experiment by manipulating a gradient of aqueous nutrient concentrations from 0.002 to 0.18 mg P/L to investigate how aqueous nutrients affected periphyton FA from oligotrophic to eutrophic waters. Our results showed a significant curvilinear relationship between aqueous water nutrients and periphyton FA. In oligotrophic conditions, periphyton LC-PUFA increased as aqueous nutrients increased, whereas in eutrophic waters, periphyton LC-PUFA decreased as aqueous nutrients increased. The change of taxonomic composition, especially the increase of diatom density, was a significant factor influencing periphyton LC-PUFA content. Additionally, periphyton biomass experienced a significant increase with elevated aqueous nutrients, which differed from periphyton LC-PUFA. Our study detected the response of periphyton FA to aqueous nutrients from oligotrophic to eutrophic conditions, and provided a reference for the protection of river ecosystems.

浮游植物通过直接或间接提供长链多不饱和脂肪酸(LC-PUFA),是许多水生消费者的重要基础食物来源。尽管浮游生物 LC-PUFA 含量对水体营养物质高度敏感,但之前的大多数研究都是在低营养水生环境中进行的。对于河流中营养物质浓度较高时,浮游生物 LC-PUFA 含量会如何变化,人们知之甚少。我们进行了一项浮游植物培养实验,通过操纵从 0.002 到 0.18 毫克 P/L 的水营养浓度梯度,研究水营养如何影响从低营养到富营养化水域的浮游植物 FA。结果表明,水体营养物质与浮游植物FA之间存在明显的曲线关系。在寡营养条件下,随着水体营养物质的增加,浮游植物 LC-PUFA 增加;而在富营养化水体中,随着水体营养物质的增加,浮游植物 LC-PUFA 减少。分类组成的变化,尤其是硅藻密度的增加,是影响浮游植物 LC-PUFA 含量的一个重要因素。此外,随着水营养物质的增加,浮游生物的生物量显著增加,这与浮游生物的 LC-PUFA 有所不同。我们的研究检测了从寡营养到富营养条件下浮游植物FA对水营养的响应,为保护河流生态系统提供了参考。
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引用次数: 0
Seasonal variation of intertidal Gastropoda at rocky and sandy habitats of Umm Al-Namil Island, Kuwait, north-western Arabian Gulf 阿拉伯湾西北部科威特 Umm Al-Namil 岛岩石和沙质生境潮间带腹足纲动物的季节性变化
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-14 DOI: 10.1007/s10452-024-10116-3
Mohammad Ali, Matrah Al-Mutairi, M. N. V. Subrahmanyam

Gastropoda assemblages were investigated for four seasons in 2016–2017 (autumn, winter, spring, and summer) near Umm Al-Namil Island in Kuwait in rocky and sandy habitats to study the effect of season and habitat type on species richness, abundance, evenness, and diversity. A total of 28 gastropod species belonging to 14 families were identified (26 in sandy, 20 in rocky, 18 in common between both habitats). Clypeomorus bifasciata (31.07%) and Trochus erithreus (21.43%) were the most abundant species in the rocky habitat. Pirenella arabica (27.51%), C. bifasciata (26.15%) and Mitrella blanda (15.66%) dominated the sandy habitat. At the rocky habitat, total abundance ranged from 6.5 ± 4.71 to 40 ± 45.17 ind m−2 in autumn and summer, respectively. As for the sandy habitat, total abundance varied from 53.0 ± 22.60 to 294.0 ± 316.67 ind m−2 in summer and winter, respectively. The results of the rocky habitat showed that diversity and evenness were strongly affected by season more than habitat type. Species richness and abundance were strongly influenced by habitat type rather than the season. However, the sandy habitat had a higher value of abundance, diversity, species richness, and evenness throughout the sampling period than the rocky habitat. There was almost a distinction between the species resident in both habitats throughout the study. These findings could be attributed mainly to the feeding habits of these gastropods and their burrowing nature.

研究人员调查了科威特乌姆纳米尔岛附近岩石栖息地和沙质栖息地的腹足纲动物群在2016-2017年四个季节(秋季、冬季、春季和夏季)的分布情况,以研究季节和栖息地类型对物种丰富度、丰度、均匀度和多样性的影响。共鉴定出隶属于 14 个科的 28 种腹足类动物(沙质生境 26 种,岩石生境 20 种,两种生境共有 18 种)。Clypeomorus bifasciata(31.07%)和 Trochus erithreus(21.43%)是岩石生境中数量最多的物种。Pirenella arabica(27.51%)、C. bifasciata(26.15%)和 Mitrella blanda(15.66%)是沙质生境中的主要物种。在岩石生境,秋季和夏季的总丰度分别为 6.5 ± 4.71 至 40 ± 45.17 ind m-2。沙生境的总丰度在夏季和冬季分别为 53.0 ± 22.60 至 294.0 ± 316.67 ind m-2。岩石生境的结果表明,多样性和均匀度受季节的影响比受生境类型的影响更大。物种丰富度和丰度受生境类型而非季节的影响较大。然而,在整个采样期间,沙质生境的丰度、多样性、物种丰富度和均匀度均高于岩石生境。在整个研究期间,两种生境中的常驻物种几乎没有区别。这些发现主要归因于这些腹足类动物的觅食习惯和穴居特性。
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引用次数: 0
Changes in parasite communities of fishes from an intermittent river in the Brazilian semi-arid, after a major interbasin water transfer 巴西半干旱地区一条间歇性河流的鱼类寄生虫群落在流域间大调水后的变化
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-07 DOI: 10.1007/s10452-024-10112-7
Julia Martini Falkenberg, Vitória Maria Moreira de Lima, Fábio Hideki Yamada, Telton Pedro Anselmo Ramos, Ana Carolina Figueiredo Lacerda

Rivers interlinking by transposition projects have multiplied in the world, altering the landscape and flow regime of continental water systems. Recently, an intermittent river in northeastern Brazil has been artificially connected to the São Francisco River basin in a water transfer project. Thus, this study aims to provide an inventory of the fish parasites from the Jaguaribe River basin in the scenarios of pre- and post-transposition, and to evaluate the short-term impacts on the parasite fauna. Of the analyzed fishes, belonging to 31 species, about 30% were parasitized. A total of 47 parasite taxa were recovered, including monogeneans (17), digeneans (9), nematodes (9), acanthocephalans (3) and crustaceans (6), and unidentified cysts of Acanthocephala, Cestoda and Digenea, representing the description of 30 new geographic records and 104 new parasite-host associations. By expanding the range of the geographic distribution of fish parasites and increasing the list of hosts, the study contributes to the knowledge of fish parasites biodiversity in the semi-arid region of Brazil and in the Caatinga domain. Considering all parasite species, significant differences were observed in total prevalence, total mean abundance, diversity index and host specificity index; the highest values of total prevalence and total mean abundance were observed in the post-transposition, while the diversity index and host specificity index was higher in the pre-transposition period. This is the first study evaluating fish parasites before and after a major water transfer event and the results will allow further evaluation of middle and long-term changes in the specific composition of fish and parasites from the receiver drainages.

世界上通过调水工程相互连接的河流成倍增加,改变了大陆水系的地貌和水流状态。最近,巴西东北部的一条间歇性河流在一个调水项目中与圣弗朗西斯科河流域人工连通。因此,本研究旨在提供一份贾瓜里贝河流域在调水前和调水后的鱼类寄生虫清单,并评估对寄生虫动物群的短期影响。在分析的 31 种鱼类中,约有 30% 被寄生。共发现 47 个寄生虫类群,包括单线虫类(17 个)、双线虫类(9 个)、线虫类(9 个)、棘皮动物类(3 个)和甲壳动物类(6 个),以及棘皮动物类、绦虫类和双线虫类的未确定包囊,这意味着描述了 30 个新的地理记录和 104 个新的寄生虫-宿主关联。通过扩大鱼类寄生虫的地理分布范围和增加寄主清单,该研究有助于了解巴西半干旱地区和卡廷加地区鱼类寄生虫的生物多样性。从所有寄生虫种类来看,总流行率、总平均丰度、多样性指数和宿主特异性指数都存在显著差异;总流行率和总平均丰度的最高值出现在移居后,而多样性指数和宿主特异性指数则出现在移居前。这是首次对重大调水事件前后的鱼类寄生虫进行评估的研究,其结果将有助于进一步评估受水排水中鱼类和寄生虫特定组成的中期和长期变化。
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引用次数: 0
Reproductive traits, relative growth and maturity of blue crabs Callinectes danae and Callinectes ornatus in South Atlantic waters 南大西洋水域青蟹(Callinectes danae和Callinectes ornatus)的生殖特征、相对生长和成熟度
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-07 DOI: 10.1007/s10452-024-10118-1
Daphine Ramiro Herrera, Rogerio Caetano da Costa

The reproductive strategies of species play a fundamental role in formulating effective management plans and maintaining local community structure and ecological balance. This study investigated the reproductive characteristics of two sympatric species, Callinectes danae and Callinectes ornatus, in Atlantic waters. Monthly sampling was conducted from July/12 to June/14 in the coastal (sites: S1, S2, S3 and S4) and estuarine-lagoon (sites: S5, S6 and S7) areas of Cananéia-Iguape, Brazil. Significant differences in allometric coefficients were observed, particularly in the relationships chelipod length vs. carapace width (CW) for males and abdominal width vs. carapace width (CW) for females. Morphological sexual maturity was estimated at 58.8 mm CW for C. danae males, 54.5 mm CW for females, 45.0 mm CW for C. ornatus males, and 41.2 mm CW for females. Gonadal sexual maturity sizes were identified at 69.4 mm CW for C. danae males, 61.4 mm CW for females, and 58.4 mm CW for C. ornatus males, 46.9 mm CW for females. Both species spawn predominantly during the austral summer, with higher prevalence in site S5 for C. danae and S1 for C. ornatus. Recruitment occurred in austral spring and summer, with C. danae concentrated in estuarine-lagoon regions and C. ornatus along the coast. Reproductive patterns of C. danae were associated with temperature and salinity, while C. ornatus exhibited correlations with temperature and organic matter. This study highlights the influence of environmental factors on species' life cycles. Furthermore, it contributes to the evaluation of management and monitoring strategies, recognizing the economic and ecological significance of these species for sustaining these ecosystems.

物种的繁殖策略对制定有效的管理计划、维持当地群落结构和生态平衡起着至关重要的作用。本研究调查了大西洋水域两个同域物种 Callinectes danae 和 Callinectes ornatus 的繁殖特征。从 7 月/12 日到 6 月/14 日,每月在巴西卡纳内亚-伊瓜佩的沿海地区(地点:S1、S2、S3 和 S4)和河口-泻湖地区(地点:S5、S6 和 S7)进行采样。观察到异速系数存在显著差异,尤其是雄性的螯足长度与甲壳宽度(CW)的关系,以及雌性的腹部宽度与甲壳宽度(CW)的关系。据估计,丹顶鹤雄性的形态性成熟度为 58.8 毫米(CW),雌性为 54.5 毫米(CW),鹤嘴鸥雄性为 45.0 毫米(CW),雌性为 41.2 毫米(CW)。性腺性成熟尺寸为:丹顶鹤雄鱼 69.4 毫米(CW),雌鱼 61.4 毫米(CW);鸟枪鱼雄鱼 58.4 毫米(CW),雌鱼 46.9 毫米(CW)。两种鱼都主要在夏季产卵,丹顶鹤产卵地点 S5 和鸟鲣产卵地点 S1 的产卵率较高。繁殖发生在澳大利亚的春季和夏季,丹顶鹤主要集中在河口-泻湖地区,而鸟喙鹤则集中在沿海地区。C.danae的繁殖模式与温度和盐度有关,而C. ornatus则与温度和有机物有关。这项研究强调了环境因素对物种生命周期的影响。此外,它还有助于评估管理和监测策略,认识到这些物种对维持这些生态系统的经济和生态意义。
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引用次数: 0
Distribution of fish larvae and juveniles on salinity in an estuary predicted from remote sensing and fuzzy logic approach 利用遥感和模糊逻辑方法预测河口盐度对鱼类幼体和幼鱼分布的影响
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-06-05 DOI: 10.1007/s10452-024-10119-0
Anh Ngoc Thi Do, Tuyet Anh Thi Do, Hau Duc Tran

Salinity is one of the main factors influencing the early life stages of fish along an estuary, which shows great temporal and spatial changes. Recently, remote sensing has been widely applied to map salinity changes and fuzzy logic is identified as a suitable and strong tool for modeling complex systems. Based on collections of fish larvae and juveniles and water parameters in May, September, November, and December during 2019 along the Ba Lat estuary of the Red River, northern Vietnam, the present study attempts to predict the mapping and monitoring of the salinity using multispectral satellite imagery from Landsat 8 OLI satellite. The study determined that the NFS machine learning model, when improved by PCA, achieved a higher performance in displaying different salinity levels. The present study also confirms that using high spatial resolution or hyperspectral images would have increased the accuracy of spatial variation in similar modeling and mapping. Fuzzy rule–based modelling suggests that the occurrence of fish larvae and juveniles depended on salinity levels, with an R2 > 0.9, compared to the field surveys. This finding further confirms the accuracy data obtained by artificial neural network models.

盐度是影响河口鱼类早期生命阶段的主要因素之一,其时空变化很大。近年来,遥感技术已被广泛应用于绘制盐度变化图,而模糊逻辑被认为是复杂系统建模的合适而强大的工具。本研究根据 2019 年 5 月、9 月、11 月和 12 月在越南北部红河巴拉特河口沿岸采集的鱼类幼虫和幼鱼以及水体参数,尝试利用 Landsat 8 OLI 卫星的多光谱卫星图像对盐度的测绘和监测进行预测。研究发现,NFS 机器学习模型经 PCA 改进后,在显示不同盐度水平方面取得了更高的性能。本研究还证实,使用高空间分辨率或高光谱图像可提高类似建模和绘图中空间变化的准确性。基于模糊规则的建模表明,鱼类幼体和幼鱼的出现取决于盐度水平,与实地调查相比,R2 > 0.9。这一发现进一步证实了人工神经网络模型所获得数据的准确性。
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引用次数: 0
Assessment of the role of mangroves for Periophthalmus modestus applying machine learning and remote sensing: a case study in a large estuary from Vietnam 应用机器学习和遥感技术评估红树林对小型鲈鱼的作用:越南一个大型河口的案例研究
IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY Pub Date : 2024-05-24 DOI: 10.1007/s10452-024-10111-8
Anh Ngoc Thi Do, Tuyet Anh Thi Do, Long Van Pham, Hau Duc Tran

Early stages of fish are easily sensitive to any alteration of environments, thus understanding their dispersions in a dynamic system like estuaries are important in protection and conservation of fish diversity and fishery resources. Especially, it is more significant for a mangrove-associated mudskipper, Periophthalmus modestus, which are distributed in mudflats along the Northwest Pacific, and now are listed as near threatened due to climate change and human activities. In the present study, a hybrid model, Extreme gradient boosting (XGBoost)-Artificial neural networks (ANN), was applied to forecast the distribution of P. modestus larvae and juveniles collected from a large estuary in northern Vietnam, which are driven by temperature and mangrove changes. Present results demonstrate the usefulness and applicability of ANN-XGBoost model in ecological studies, with an excellent estimation accuracy. Furthermore, employing Generative adversarial networks (GANs) model, this study exhibits a decrease in mangrove areas due to human activities between 2010 and 2023. This change with a rise in temperatre during this period would have impacted on P. modestus larvae and juveniles, which tend to be distributed in mangroves and avoid human-affected areas. Thus, it is concluded that changes in P. modestus’ environment like mangroves have a significant influence on their distribution and survival. Applying a novel model in ecological research, this work further indicates the importance of mangrove forests for aquatic organisms, especially mudskippers. This research will allow scientists and biological managers to make more precise forecasts regarding the spread of P. modestus, while also helping to the protection of this mudskipper and other species. Protecting and developing mangrove forests are the first and crucial action to supply a suitable habitat for any fish species. The models employed in this work will be helpful for other relevant studies when obtaining a highly accurate performance.

鱼类的早期阶段对环境的任何改变都很敏感,因此了解它们在河口等动态系统中的散布情况对保护和养护鱼类多样性和渔业资源非常重要。特别是对于与红树林相关的弹涂鱼(Periophthalmus modestus)而言,其意义更为重大。弹涂鱼分布于西北太平洋沿岸的泥滩,由于气候变化和人类活动,现已被列为近危物种。本研究采用极端梯度提升(XGBoost)-人工神经网络(ANN)混合模型,预测了从越南北部一个大型河口采集的弹涂鱼幼体和幼鱼的分布,这些分布受温度和红树林变化的影响。目前的研究结果证明了 ANN-XGBoost 模型在生态研究中的实用性和适用性,其估计精度非常高。此外,通过使用生成对抗网络(GANs)模型,本研究显示 2010 年至 2023 年间,人类活动导致红树林面积减少。在此期间,随着温度的升高,这种变化会影响到莫氏栉水母的幼虫和幼体,因为它们往往分布在红树林中,并避开受人类影响的区域。因此,结论是红树林等适马鱼环境的变化对其分布和生存有重大影响。这项研究采用了生态学研究中的一种新模式,进一步说明了红树林对水生生物(尤其是弹涂鱼)的重要性。这项研究将使科学家和生物管理者能够更准确地预测弹涂鱼的扩散,同时也有助于保护弹涂鱼和其他物种。保护和发展红树林是为任何鱼类物种提供合适栖息地的首要和关键行动。这项工作中使用的模型将有助于其他相关研究获得高度精确的性能。
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引用次数: 0
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Aquatic Ecology
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