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Movement patterns of Murray cod (Maccullochella peelii) and golden perch (Macquaria ambigua) in a northern Murray–Darling Basin dryland river 墨累-达令盆地北部旱地河流中的墨累鳕鱼(Maccullochella peelii)和金鲈(Macquaria ambigua)的运动模式
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-08 DOI: 10.1071/mf24043
D. J. Harding, C. L. Burke, L. Carpenter-Bundhoo, J. H. Fawcett, D. Sternberg, M. J. Kennard, J. L. Kerr, T. M. Mullins, A. E. Prior
{"title":"Movement patterns of Murray cod (Maccullochella peelii) and golden perch (Macquaria ambigua) in a northern Murray–Darling Basin dryland river","authors":"D. J. Harding, C. L. Burke, L. Carpenter-Bundhoo, J. H. Fawcett, D. Sternberg, M. J. Kennard, J. L. Kerr, T. M. Mullins, A. E. Prior","doi":"10.1071/mf24043","DOIUrl":"https://doi.org/10.1071/mf24043","url":null,"abstract":"<strong> Context</strong><p>Dryland rivers are unique ecosystems, where drought and flood play an important role in shaping the ecosystem. River regulation has altered the natural flow regime in many of these systems, affecting migration cues and connectivity for many species.</p><strong> Aims</strong><p>To quantify the discharge-related movements of Murray cod and golden perch within the Condamine–Balonne River subject to differing levels of river regulation.</p><strong> Methods</strong><p>We quantified flow regime variability, river regulation and fish movement to develop generalised additive mixed models to predict movement probability for Murray cod and golden perch.</p><strong> Results</strong><p>Both species showed strong positive relationships between discharge and movement. Murray cod did not show any association with river regulation; however, medium-sized individuals were significantly more likely to move than were smaller or larger fish. Golden perch movements varied among levels of regulation, were more likely to move as body weight increased and showed seasonality of movement, moving less during winter.</p><strong> Conclusions</strong><p>This study presents the largely unobserved movement behaviours of fish across a gradient of river regulation and environmental conditions in the northern Murray–Darling Basin.</p><strong> Implications</strong><p>This information is valuable for informing policy and management decisions that may affect species’ life-history requirements in analogous river systems.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"46 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572689","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
Predicting trajectories of dryland wetland vegetation transformation under climate change: a case study of the northern Murray–Darling Basin, Australia 预测气候变化下旱地湿地植被变化的轨迹:澳大利亚墨累-达令盆地北部的案例研究
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-08 DOI: 10.1071/mf24016
Jaiden Johnston-Bates, Rebekah Grieger, Samantha J. Capon
{"title":"Predicting trajectories of dryland wetland vegetation transformation under climate change: a case study of the northern Murray–Darling Basin, Australia","authors":"Jaiden Johnston-Bates, Rebekah Grieger, Samantha J. Capon","doi":"10.1071/mf24016","DOIUrl":"https://doi.org/10.1071/mf24016","url":null,"abstract":"<p>Dryland wetland vegetation is, paradoxically, both highly sensitive and extremely resilient to environmental change. In the short-term, rapid responses of wetland biota and ecological processes to wetting and drying, which influence ecosystem structure and function, enable rapid reproduction which enhances long-term resilience. However, over longer periods, mechanisms such as seed dormancy and persistent seed and egg banks enable dryland wetland ecosystems to recover after major environmental perturbations such as mega-droughts or wildfire. Climate change is likely to have a significant effect on key drivers of ecological response in dryland wetlands, including hydrology and its interface with other climatic stimuli, e.g. temperature, as well as the frequency and intensity of extreme events. Like species, wetland ecosystems may respond to climate change in three main ways, namely, disappear, persist without significant adjustment, or transform. Here, we consider the conditions under which each of these responses may eventuate for dryland wetlands, by using wetland vegetation of the northern Murray–Darling Basin Australia, as a case study. We also explore what wetland transformation might entail in this region in terms of wetland ecological character and the key values this supports. Finally, we consider the implications for wetland policy and management at present and as trajectories of wetland change unfold.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"71 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572690","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
Tracking 4 years in the life of a female whale shark shows consistent migrations in the Gulf of Mexico and Caribbean 追踪一条雌性鲸鲨 4 年的生活轨迹,发现其在墨西哥湾和加勒比海的洄游活动始终如一
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-08 DOI: 10.1071/mf23147
Daniel Daye, Rafael de la Parra, Jeremy Vaudo, Jessica Harvey, Guy Harvey, Mahmood Shivji, Bradley Wetherbee
{"title":"Tracking 4 years in the life of a female whale shark shows consistent migrations in the Gulf of Mexico and Caribbean","authors":"Daniel Daye, Rafael de la Parra, Jeremy Vaudo, Jessica Harvey, Guy Harvey, Mahmood Shivji, Bradley Wetherbee","doi":"10.1071/mf23147","DOIUrl":"https://doi.org/10.1071/mf23147","url":null,"abstract":"<strong> Context</strong><p>Satellite telemetry has revolutionised the study of animal movement, particularly for mobile marine animals, whose movements and habitat make consistent, long-term observation difficult.</p><strong> Aims</strong><p>Summarise the movements of Rio Lady, a mature female whale shark (<i>Rhincodon typus</i>), to characterise these movements, and to predict expected behaviour throughout the Gulf of Mexico (GOM).</p><strong> Methods</strong><p>Rio Lady was tracked using satellite telemetry for over 1600 days, generating over 1400 locations and travelling over 40,000 km. State–space and move persistence modelling enabled characterisation of behaviour, and machine learning (ML) enabled the development of habitat-suitability models to predict habitat utilisation, on the basis of location transmissions and their environmental covariates.</p><strong> Key results</strong><p>Rio Lady exhibited annually consistent patterns of movements among three regions within the GOM. Final ML models produced seasonally dynamic predictions of habitat use throughout the GOM.</p><strong> Conclusions</strong><p>The application of these methods to long-term location data exemplifies how long-term movement patterns and core areas can be discovered and predicted for marine animals.</p><strong> Implications</strong><p>Despite our limited dataset, our integrative approach advances methods to summarise and predict behaviour of mobile species and improve understanding of their ecology.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"25 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572418","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
Bridging knowledge gaps for the conservation and management of a ‘Data Deficient’, diadromous fish: the Indo-Pacific tarpon, Megalops cyprinoides 弥补 "数据不足 "的溯河洄游鱼类:印度洋太平洋鲢鱼(Megalops cyprinoides)的保护和管理方面的知识差距
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-05 DOI: 10.1071/mf23222
Judith Das, Ashna Shanmughan, Neelesh Dahanukar, Rajeev Raghavan, K. Ranjeet
{"title":"Bridging knowledge gaps for the conservation and management of a ‘Data Deficient’, diadromous fish: the Indo-Pacific tarpon, Megalops cyprinoides","authors":"Judith Das, Ashna Shanmughan, Neelesh Dahanukar, Rajeev Raghavan, K. Ranjeet","doi":"10.1071/mf23222","DOIUrl":"https://doi.org/10.1071/mf23222","url":null,"abstract":"<strong> Context</strong><p>The Indo-Pacific tarpon (<i>Megalops cyprinoides</i>) is a diadromous species, for which limited information is available regarding demographics and exploitation levels.</p><strong> Aim</strong><p>We aimed to fill critical knowledge gaps on population dynamics and exploitation levels of <i>M. cyprinoides</i> along the south-western coast of India.</p><strong> Methods</strong><p>Structured length frequency-based population dynamics models were used to determine the growth, mortality and exploitation levels of the species.</p><strong> Key results</strong><p>Habitat-related variations in growth patterns were found, with positive allometric growth in the marine (<i>b</i> = 3.208), and negative allometric growth in freshwater (2.759) and estuarine (2.876) habitats. Different estimates of natural mortality suggested high fishing pressure, potentially threatening the long-term sustainability of local <i>M. cyprinoides</i> populations.</p><strong> Conclusions</strong><p>This study provides the first comprehensive estimates of demographic parameters of <i>M. cyprinoides</i>, and contributes significantly to our knowledge required for the management of Indo-Pacific tarpon fisheries. The critical need to address overfishing and habitat degradation to ensure long-term sustainability of local populations is highlighted.</p><strong> Implications</strong><p>Knowledge generated through this study will help inform improved conservation assessments of this ‘Data Deficient’ species, in addition to informing the development and implementation of conservation and management plans.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"17 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572693","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
Benthic macroinvertebrates in rivers of agricultural lands in Argentina: the functional diversity response to environmental stress 阿根廷农田河流中的底栖大型无脊椎动物:功能多样性对环境压力的反应
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-04 DOI: 10.1071/mf24091
C. A. Ávalos, M. Saigo, M. Licursi
{"title":"Benthic macroinvertebrates in rivers of agricultural lands in Argentina: the functional diversity response to environmental stress","authors":"C. A. Ávalos, M. Saigo, M. Licursi","doi":"10.1071/mf24091","DOIUrl":"https://doi.org/10.1071/mf24091","url":null,"abstract":"<strong> Context</strong><p>The rapid intensification of human impacts on rivers is a major threat for the provision of key ecosystem services for societies. In this context, many of these services rely on the ecological functions performed by macroinvertebrates. Therefore, understanding the relationship between human impacts and the functional diversity of macroinvertebrates is urgent.</p><strong> Aims</strong><p>We aimed at analysing the relationship between human impact and the functional diversity of macroinvertebrates in rivers of agricultural lands of Argentina.</p><strong> Methods</strong><p>We sampled seven rivers of central Argentina during three seasons (spring, autumn and winter). In each site, we measured pesticides, metals, chlorophyll-<i>a</i>, nutrients and the taxonomic and functional diversity of macroinvertebrates. We summarised the environmental information using principal-component analysis and assessed the relationship between the assemblage metrics with the first three principal components.</p><strong> Key results</strong><p>We found that functional metrics presented a negative relationship with the human-impact gradient in the three seasons. However, taxonomic metrics showed less sensitivity.</p><strong> Conclusion</strong><p>The functional diversity of macroinvertebrates, but not the taxonomic diversity, decreases with increasing human impacts on rivers.</p><strong> Implications</strong><p>Our result implies that functional metrics should be included in environmental monitoring in agricultural lands of Argentina.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"30 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572691","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
Microprotozooplankton as eutrophication bioindicator for tropical coastal lagoons 作为热带沿海泻湖富营养化生物指标的微浮游动物
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-04 DOI: 10.1071/mf23122
Gustavo Martins Rocha, Jordana de Carvalho e Féres, Gustavo Meira Kandler, Renata Caiado Cagnin, César Alexandro da Silva, Sarah Karoline Rodrigues, Bethânia Dal’Col Lehrback, Kamila Cezar Gramlich, Renato Rodrigues Neto, Fabian Sá, Luiz Fernando Loureiro Fernandes
{"title":"Microprotozooplankton as eutrophication bioindicator for tropical coastal lagoons","authors":"Gustavo Martins Rocha, Jordana de Carvalho e Féres, Gustavo Meira Kandler, Renata Caiado Cagnin, César Alexandro da Silva, Sarah Karoline Rodrigues, Bethânia Dal’Col Lehrback, Kamila Cezar Gramlich, Renato Rodrigues Neto, Fabian Sá, Luiz Fernando Loureiro Fernandes","doi":"10.1071/mf23122","DOIUrl":"https://doi.org/10.1071/mf23122","url":null,"abstract":"<strong> Context and aims</strong><p>A reliable bioindicator index of eutrophication is still lacking for monitoring zooplankton in saline, coastal lagoons. We aimed to establish plankton bioindicators of eutrophication that are not affected by salinity variation, which is essential for environmental monitoring of coastal lagoons.</p><strong> Methods</strong><p>Sampling was conducted for microprotozooplankton, chlorophyll-<i>a</i>, nutrients and sterols in eight tropical coastal lagoons with different saline and nutrient concentrations. A testate amoeba and rotifer bioindication index of eutrophication (T&amp;R index) was proposed after establishing a list of indicator species on the basis of five statistical criteria and one bibliographic criterion.</p><strong> Key results</strong><p>Selected species, based on the six criteria, were <i>Arcella hemisphaerica, Brachionus plicatilis, Galeripora</i> (<i>Arcella</i>) <i>discoides, Netzelia corona, Lecane closterocerca, Lepadela patella</i> and <i>Testudinela patina</i>. Biodiversity measures, traditionally used in biomonitoring, varied negatively with salinity (<i>r</i> = −0.60 for Margalef richness and −0.59 for Shannon diversity) and were not correlated with nutrient concentrations. Conversely, the T&amp;R index showed no correlation with salinity (<i>r</i> = 0.002) and was positively correlated with the trophic-state index (TSI) (<i>r</i> = 0.62).</p><strong> Conclusions and implications</strong><p>Our results showed that specific patterns of indicator microprotozooplankton species can effectively diagnose organic pollution in coastal lagoons and their use is a more suitable approach than is the use of community indicators such as richness, evenness and diversity, traditionally used for that task.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"369 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141572692","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
Monitoring tropical freshwater fish with underwater videography and deep learning 利用水下摄像和深度学习监控热带淡水鱼类
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-07-02 DOI: 10.1071/mf23166
Andrew Jansen, Steve van Bodegraven, Andrew Esparon, Varma Gadhiraju, Samantha Walker, Constanza Buccella, Kris Bock, David Loewensteiner, Thomas J. Mooney, Andrew J. Harford, Renee E. Bartolo, Chris L. Humphrey
{"title":"Monitoring tropical freshwater fish with underwater videography and deep learning","authors":"Andrew Jansen, Steve van Bodegraven, Andrew Esparon, Varma Gadhiraju, Samantha Walker, Constanza Buccella, Kris Bock, David Loewensteiner, Thomas J. Mooney, Andrew J. Harford, Renee E. Bartolo, Chris L. Humphrey","doi":"10.1071/mf23166","DOIUrl":"https://doi.org/10.1071/mf23166","url":null,"abstract":"<strong> Context</strong><p>The application of deep learning to monitor tropical freshwater fish assemblages and detect potential anthropogenic impacts is poorly understood.</p><strong> Aims</strong><p>This study aimed to compare the results between trained human observers and deep learning, using the fish monitoring program for impact detection at Ranger Uranium Mine as a case study.</p><strong> Methods</strong><p>Fish abundance (MaxN) was measured by trained observers and deep learning. Microsoft’s <i>Azure Custom Vision</i> was used to annotate, label and train deep learning models with fish imagery. PERMANOVA was used to compare method, year and billabong.</p><strong> Key results</strong><p>Deep learning model training on 23 fish taxa resulted in mean average precision, precision and recall of 83.6, 81.3 and 89.1%, respectively. PERMANOVA revealed significant differences between the two methods, but no significant interaction was observed in method, billabong and year.</p><strong> Conclusions</strong><p>These results suggest that the distribution of fish taxa and their relative abundances determined by deep learning and trained observers reflect similar changes between control and exposed billabongs over a 3-year period.</p><strong> Implications</strong><p>The implications of these method-related differences should be carefully considered in the context of impact detection, and further research is required to more accurately characterise small-growing schooling fish species, which were found to contribute significantly to the observed differences.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"7 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551904","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
Impacts of river regulation and fragmentation on platypuses in the northern Murray–Darling Basin 河流调节和支离破碎对墨累-达令盆地北部鸭嘴兽的影响
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-06-27 DOI: 10.1071/mf24037
Jasmine Khurana, Gilad Bino, Tahneal Hawke
{"title":"Impacts of river regulation and fragmentation on platypuses in the northern Murray–Darling Basin","authors":"Jasmine Khurana, Gilad Bino, Tahneal Hawke","doi":"10.1071/mf24037","DOIUrl":"https://doi.org/10.1071/mf24037","url":null,"abstract":"<strong> Context</strong><p>River regulation affect freshwater species by disrupting the natural flow regime and connectivity.</p><strong> Aims</strong><p>Investigate the impact of river regulation on platypus populations on four regulated rivers within the northern Murray–Darling Basin.</p><strong> Methods</strong><p>Assessment of hydrology, live trapping downstream of large dams, multi-species environmental DNA surveys in upstream and downstream sections.</p><strong> Key results</strong><p>There were significant changes in flow seasonality and cold-water pollution as a result of river regulation. Upstream sections experienced prolonged periods of ceased flow, most recently during an extreme drought between 2017 and 2020. eDNA surveys detected platypuses downstream of all dams but failed to find evidence of them upstream in two rivers, indicating possible local extinctions. Capture of four platypuses in the Severn River and four, in very poor condition, in the Peel River, and none in the Gwydir River or Pike Creek–Dumaresq River. Significant differences in macroinvertebrate communities, implying possible impacts on platypus diet.</p><strong> Conclusions</strong><p>River regulation and habitat fragmentation affect platypus populations, namely disappearance from upstream sections, low downstream capture rates and the poor body condition.</p><strong> Implications</strong><p>Urgent need for catchment-scale river management strategies that preserve ecological functions and connectivity and improve resilience to protect and sustain platypus populations, indicating directions for future research and conservation efforts.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"23 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501718","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
An adaptive weighted-average Kriging method applied to monitoring of freshwater ecosystems 应用于淡水生态系统监测的自适应加权平均克里金法
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-06-20 DOI: 10.1071/mf24003
Qilu Liu, Jingfang Shen, Yaohui Li
{"title":"An adaptive weighted-average Kriging method applied to monitoring of freshwater ecosystems","authors":"Qilu Liu, Jingfang Shen, Yaohui Li","doi":"10.1071/mf24003","DOIUrl":"https://doi.org/10.1071/mf24003","url":null,"abstract":"<strong> Context</strong><p>The prediction of freshwater quality is important for detecting pollution risks and assessing changes in freshwater ecosystems. As a high-precision interpolation method, Kriging was able to predict freshwater quality by using previously monitored data. However, how to select the key parameters, regression functions and correlation functions of Kriging method in the process of improving prediction accuracy is still a bottleneck.</p><strong> Aims</strong><p>This study aims to propose an adaptive weighted-average Kriging (AWAK) method to further enhance the accuracy of freshwater-quality predictions.</p><strong> Methods</strong><p>The AWAK method consists of four main steps. First, the key parameters influencing pollution indicators are selected by FPS method. Subsequently, six different Kriging candidate models are constructed by using regression and correlation functions with different characteristics. Then, an enhanced-likelihood function is used to determine the weights of the six Kriging candidate models. Finally, AWAK is built by weighted sum of these six Kriging models.</p><strong> Key results</strong><p>The AWAK outperformed traditional Kriging in predicting pH and dissolved oxygen, significantly reducing prediction errors.</p><strong> Conclusions</strong><p>By employing the AWAK method, this study successfully improved the accuracy of freshwater-quality predictions.</p><strong> Implications</strong><p>The introduction of the AWAK provides an effective approach in the field of freshwater ecology.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"22 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528779","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
Congeneric and sympatric tropical mullets respond differently to environmental variability: insights into coexistence 同属和共生热带鲻鱼对环境变化的不同反应:对共存的启示
IF 1.8 4区 环境科学与生态学
Marine and Freshwater Research Pub Date : 2024-06-03 DOI: 10.1071/mf23108
Jordana Rangely, Matheus de Barros, Daniele Souto-Vieira, Maria das Neves Tayana S. C. Oliveira, Victor E. L. da Silva, Ivan Oliveira de Assis, Nidia N. Fabré
{"title":"Congeneric and sympatric tropical mullets respond differently to environmental variability: insights into coexistence","authors":"Jordana Rangely, Matheus de Barros, Daniele Souto-Vieira, Maria das Neves Tayana S. C. Oliveira, Victor E. L. da Silva, Ivan Oliveira de Assis, Nidia N. Fabré","doi":"10.1071/mf23108","DOIUrl":"https://doi.org/10.1071/mf23108","url":null,"abstract":"<strong> Context</strong><p>Disentangling mechanisms influencing the seasonal and spatial distribution of fish is essential to understanding population dynamics. In the south-western Atlantic, the sympatric mullets <i>Mugil curema</i> and <i>M. rubrioculus</i> are closely related and use habitat similarly. However, which processes allow their coexistence is unknown.</p><strong> Aims</strong><p>We tested the hypothesis that the two species exhibit temporally and spatially decoupled habitat-use patterns to allow sympatry due to different responses to environmental drivers.</p><strong> Methods</strong><p>Bayesian zero-inflated count models were used to unravel spatial and temporal distribution patterns of those species in a south-western Atlantic lagoon.</p><strong> Key results</strong><p>The two species display different distributions within the estuary, being spatially and temporally segregated, with <i>M. curema</i> mostly inhabiting the inner estuary and <i>M. rubrioculus</i> inhabiting coastal marine habitats.</p><strong> Conclusions</strong><p>This decoupling in habitat use might be driven by distinct responses to environmental variability: <i>M. curema</i> is influenced by factors such as temperature and dissolved oxygen, whereas <i>M. rubrioculus</i> is influenced by variations in salinity. We suggest that the studied species evolved divergent responses to environmental variation to allow coexistence.</p><strong> Implications</strong><p>This study suggests that environmental factors drive mullet abundance, and that zero-inflated count models incorporating those drivers are therefore useful in predicting their spatial and temporal distribution, as well as in standardising abundance trends for stock assessment efforts.</p>","PeriodicalId":18209,"journal":{"name":"Marine and Freshwater Research","volume":"127 Suppl 4 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141254650","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
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