Aquatic Conservation-Marine and Freshwater Ecosystems最新文献

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Integrating Direct Experimental Fishing and Environmental DNA Metabarcoding to Assess Fish Biodiversity in the Cibareno River, Indonesia, to Support Fishway Design 整合直接试验性捕捞和环境 DNA 元条码,评估印度尼西亚西巴伦诺河的鱼类生物多样性,为鱼道设计提供支持
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-26 DOI: 10.1002/aqc.4250
Kurniawan Kurniawan, Arif Wibowo, Vitas Atmadi Prakoso, Fathur Rochman, Deni Irawan, Dwi Atminarso, Andhika Prima Prasetyo, Tri Deniansen, Rendy Ginanjar, Mochammad Zamroni, Aliati Iswantari, Sapto Andriyono, Indah Lestari Surbani, Imron Rosadi, Yohanes Yudha P. Jaya, Sudarsono Sudarsono, Satoshi Nagai, Meaghan Rourke, Nicolas Hubert, Ivor Stuart, Lee Baumgartner
{"title":"Integrating Direct Experimental Fishing and Environmental DNA Metabarcoding to Assess Fish Biodiversity in the Cibareno River, Indonesia, to Support Fishway Design","authors":"Kurniawan Kurniawan,&nbsp;Arif Wibowo,&nbsp;Vitas Atmadi Prakoso,&nbsp;Fathur Rochman,&nbsp;Deni Irawan,&nbsp;Dwi Atminarso,&nbsp;Andhika Prima Prasetyo,&nbsp;Tri Deniansen,&nbsp;Rendy Ginanjar,&nbsp;Mochammad Zamroni,&nbsp;Aliati Iswantari,&nbsp;Sapto Andriyono,&nbsp;Indah Lestari Surbani,&nbsp;Imron Rosadi,&nbsp;Yohanes Yudha P. Jaya,&nbsp;Sudarsono Sudarsono,&nbsp;Satoshi Nagai,&nbsp;Meaghan Rourke,&nbsp;Nicolas Hubert,&nbsp;Ivor Stuart,&nbsp;Lee Baumgartner","doi":"10.1002/aqc.4250","DOIUrl":"https://doi.org/10.1002/aqc.4250","url":null,"abstract":"<p>\u0000 \u0000 </p>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aqc.4250","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142324660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Stocking Density on the Growth of the Endangered Amazonian Fish Hypancistrus zebra (Siluriformes: Loricariidae) 放养密度对亚马逊濒危鱼类斑马鱼(绢鱼科:Loricariidae)生长的影响
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-22 DOI: 10.1002/aqc.4256
Fábio José Torres de Barros, Isadora Ribeiro da Silva Lobato Bahia, Thaís Pereira Nascimento, Mayllon C. de S. Moura, Rayane A. Torres, Tatiana da Silva Pereira, Leandro Melo de Sousa
{"title":"Effect of Stocking Density on the Growth of the Endangered Amazonian Fish Hypancistrus zebra (Siluriformes: Loricariidae)","authors":"Fábio José Torres de Barros,&nbsp;Isadora Ribeiro da Silva Lobato Bahia,&nbsp;Thaís Pereira Nascimento,&nbsp;Mayllon C. de S. Moura,&nbsp;Rayane A. Torres,&nbsp;Tatiana da Silva Pereira,&nbsp;Leandro Melo de Sousa","doi":"10.1002/aqc.4256","DOIUrl":"https://doi.org/10.1002/aqc.4256","url":null,"abstract":"<div>\u0000 \u0000 <p>Stocking density has a significant influence on animal homeostasis, and so is a crucial factor in the management of organisms in captivity and an important role in ex situ conservation of endangered species. <i>Hypancistrus zebra</i> is an endemic fish species from the Xingu River, Brazil—considered Critically Endangered since the early 2000s due to fishing pressure and, more recently, due to habitat changes resulting from the construction of the Belo Monte Hydroelectric Dam. The implementation of appropriate management in captivity is of utmost importance for its conservation, particularly in enhancing ex situ breeding techniques. This study aimed to evaluate the growth of juvenile <i>H. zebra</i> in aquaria with three different stocking density levels. The juveniles were distributed between three treatments, each with three replicates. We found no correlation between biomass and aquarium volume. The highest correlation coefficients were found between growth rates and densities related to the number of individuals per shelter area. Mortality rate was directly related to the initial number of fish in the aquariums, with larger populations showing higher mortality rates. The treatment with lower stocking density displayed the highest growth rate, while the treatment with higher density had the lowest growth rate, with a 23.38% difference between them.</p>\u0000 </div>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142313234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Responses of Showy Leopard Frog Larvae (Lithobates spectabilis) to the Presence of Introduced Rainbow Trout in Mexico 墨西哥豹纹蛙幼体(Lithobates spectabilis)对引入的虹鳟鱼的反应
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-22 DOI: 10.1002/aqc.4254
Carlos A. Flores, Michael R. Crossland, Medardo Arreortúa, Edna González-Bernal
{"title":"Responses of Showy Leopard Frog Larvae (Lithobates spectabilis) to the Presence of Introduced Rainbow Trout in Mexico","authors":"Carlos A. Flores,&nbsp;Michael R. Crossland,&nbsp;Medardo Arreortúa,&nbsp;Edna González-Bernal","doi":"10.1002/aqc.4254","DOIUrl":"https://doi.org/10.1002/aqc.4254","url":null,"abstract":"<div>\u0000 \u0000 <p>The introduction of invasive fish for aquaculture can significantly impact native aquatic fauna, especially in regions where native amphibians have a biphasic life cycle. We conducted three laboratory experiments to assess the effects of introduced rainbow trout (<i>Oncorhynchus mykiss</i>) aquaculture on the native showy leopard frog (<i>Lithobates spectabilis</i>) in Mexico. We aimed to understand the effects of trout visual and chemical cues on tadpole behaviour, and the long-term effects of chemical cues (in interaction with tadpole density) on tadpole growth, development and survival. In Experiment 1, we exposed groups of tadpoles to the visual cue of a trout, comparing their refuge use and position within the tank to a control group. In Experiment 2,we exposed groups of tadpoles to trout chemical cues contrasting their refuge use to a control group. In Experiment 3, we exposed tadpoles at different densities to trout chemical cues for a prolonged period, recording their growth, development and survival. Results showed that tadpoles did not alter refuge use in response to trout visual cues but positioned themselves farther from these cues compared to controls. Tadpoles increased refuge use in response to chemical cues. Long-term exposure to chemical cues did not affect tadpole growth, development or survival, but higher densities led to lower survival rates. Our findings suggest that trout farming, through fish escapement or untreated farm water discharge containing trout chemical cues, could trigger behavioural responses in <i>L.</i> <i>spectabilis</i> larvae, increasing refuge use and local tadpole densities, ultimately compromising their survival and, potentially, species persistence.</p>\u0000 </div>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142313235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Rhodolith Beds Along the Southwest Atlantic Ocean: From Shallow to Mesophotic Habitats. Review of a Singular Ecosystem 西南大西洋沿岸的岩石床:从浅海到中海栖息地。一个奇特生态系统的回顾
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-20 DOI: 10.1002/aqc.4252
Maria Patricia Curbelo-Fernandez, Yocie Yoneshigue-Valentin, Jean Louis Valentin, Helena Passeri Lavrado
{"title":"Rhodolith Beds Along the Southwest Atlantic Ocean: From Shallow to Mesophotic Habitats. Review of a Singular Ecosystem","authors":"Maria Patricia Curbelo-Fernandez,&nbsp;Yocie Yoneshigue-Valentin,&nbsp;Jean Louis Valentin,&nbsp;Helena Passeri Lavrado","doi":"10.1002/aqc.4252","DOIUrl":"https://doi.org/10.1002/aqc.4252","url":null,"abstract":"<div>\u0000 \u0000 <p>Rhodolith beds are one of the major marine coastal ecosystems. Knowing the spatial distribution, environmental characteristics and composition is not only scientifically pertinent but also crucial to allow comparisons in case of changes due to local and global anthropogenic pressures. With slow algal growth rates, high associated diversity and potential importance as nursery grounds, rhodolith beds are present along the Brazilian coast of the Southwest Atlantic Ocean. This study provides an updated map of shallow and mesophotic rhodolith distribution after a systematic literature review. The prevailing oceanographic conditions along most parts of the Brazilian coast render the environment suitable for the developing rhodolith beds (a total of 68 taxa in this review), with 63 taxa along the East Brazilian Shelf, seven taxa for the North Brazilian Shelf and 10 taxa in the South Brazilian Shelf. According to composition, shallow and mesophotic communities were more similar in each large marine ecosystem than among them. In addition to gaps in terms of distribution, there are uncertainties about the taxonomic composition of the rhodoliths, associated fauna and flora and oceanographic and geological characteristics of the bottoms, which call attention to the importance of further studies, mainly in the mesophotic. This review provides a more precise distribution of these habitats along the Brazilian coast of the Southwest Atlantic Ocean. It contributes to a more detailed taxonomic composition of calcareous algae in an extremely relevant marine ecosystem, which is crucial for many species, including the endemic kelp, <i>Laminaria abyssalis</i>.</p>\u0000 </div>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Identifying a Self-Sustaining Population, Spawning Site and Population Size of the Danube Salmon Hucho hucho Using the Citizen Science Approach 利用公民科学方法确定多瑙河鲑鱼 Hucho hucho 的自我维持种群、产卵地点和种群数量
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-18 DOI: 10.1002/aqc.4253
Goran Jakšić, Marina Piria, Neven Bočić
{"title":"Identifying a Self-Sustaining Population, Spawning Site and Population Size of the Danube Salmon Hucho hucho Using the Citizen Science Approach","authors":"Goran Jakšić,&nbsp;Marina Piria,&nbsp;Neven Bočić","doi":"10.1002/aqc.4253","DOIUrl":"https://doi.org/10.1002/aqc.4253","url":null,"abstract":"<div>\u0000 \u0000 <p>The last populations of Danube salmon (<i>Hucho hucho</i>) in Croatia are found in the Kupa and Una rivers. However, the size of the suitable area that could serve as the best spawning ground for the remnant Danube salmon population in these rivers is not known. This study aimed to leverage anglers' experiences to determine the sections of the Una and Kupa rivers where the last populations of Danube salmon (<i>Hucho hucho</i>) in Croatia are most abundant, identify potential spawning sites and assess threats that could impact the species' existence. The Kupica river emerged as a tributary of the Kupa river with a large Danube salmon population in Croatia. Experienced divers conducted three dives along a 350-m transect in the Kupica river, estimating a total of 13 Danube salmon individuals ranging from 50 to 115 cm in total length, in pool and run mesohabitat types. In the Kupa and Kupica rivers, the survey identified 25 Danube salmon spawning sites. The primary local threats identified for the Danube salmon population include small hydropower plants, the construction of a radioactive waste disposal site, water abstraction, the removal of riparian vegetation, overfishing and climate change. Based on the results of this study, we strongly recommend the implementation of protective measures against these threats and the establishment of an ichthyological reserve specifically for Danube salmon in the Kupica river. This recommendation aligns with the EU Biodiversity Strategy, emphasizing the need to identify designated areas by 2030.</p>\u0000 </div>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142244920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Integrated Fatty Acid and Stable Isotope Niches Reveal Trophic Connections Among Sympatric Large-Bodied Sharks 脂肪酸和稳定同位素综合生态位揭示同域大型鲨鱼之间的营养联系
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-15 DOI: 10.1002/aqc.4251
Chloe N. Roberts, Lauren Meyer, Nigel E. Hussey, Bruce Davidson, Geremy Cliff, Charlie Huveneers
{"title":"Integrated Fatty Acid and Stable Isotope Niches Reveal Trophic Connections Among Sympatric Large-Bodied Sharks","authors":"Chloe N. Roberts,&nbsp;Lauren Meyer,&nbsp;Nigel E. Hussey,&nbsp;Bruce Davidson,&nbsp;Geremy Cliff,&nbsp;Charlie Huveneers","doi":"10.1002/aqc.4251","DOIUrl":"https://doi.org/10.1002/aqc.4251","url":null,"abstract":"<p>This study used a novel approach combining stable isotope data and condensed multivariate fatty acid data to define comparative niche space and overlap of six sympatric sharks from the south-west Indian Ocean: <i>Galeocerdo cuvier</i>, <i>Sphyrna zygaena</i>, <i>Sphyrna lewini</i>, <i>Carcharias taurus</i>, <i>Carcharodon carcharias</i> and <i>Carcharhinus obscurus</i>. <i>G. cuvier</i> had the smallest fatty acid niche space but exhibited the largest range in δ<sup>13</sup>C, suggestive of foraging across multiple environments (habitat generalist) but on nutritionally similar prey in a narrow trophic band (nutritional specialist). The remaining five species had comparatively higher δ<sup>15</sup>N, pelagic-based fatty acids and larger fatty acid niche spaces, suggesting they are nutritional generalists with a preference for higher trophic level prey. Niche space was not associated with conservation status despite declining populations for half of the species studied. This suggests that resource availability is not a limiting factor for these species and that their mobile nature provides them access to diverse habitats and resources, while exposing them to a broad range of anthropogenic threats, muting the relationship between conservation status and resource use. The combined approach allowed for a comprehensive representation of niche space, distinguishing species based on trophic level, basal carbon sources and pelagic and coastal prey consumption. The presented integrated approach provides greater detail and resolution of elasmobranch trophic ecology that could not be achieved with either fatty acid or stable isotope analysis alone.</p>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aqc.4251","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142234830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Potential of Seed-Based Dwarf Eelgrass (Zostera noltii) Restoration 探索以种子为基础的矮鳗草(Zostera noltii)恢复潜力
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-13 DOI: 10.1002/aqc.4235
Max L. E. Gräfnings, Nadia Hijner, Jannes H. T. Heusinkveld, Maarten Zwarts, Gabriela Maldonado, Henk Wiersema, Raven Cammenga, Quirin Smeele, Tjisse van der Heide, Laura L. Govers
{"title":"Exploring the Potential of Seed-Based Dwarf Eelgrass (Zostera noltii) Restoration","authors":"Max L. E. Gräfnings,&nbsp;Nadia Hijner,&nbsp;Jannes H. T. Heusinkveld,&nbsp;Maarten Zwarts,&nbsp;Gabriela Maldonado,&nbsp;Henk Wiersema,&nbsp;Raven Cammenga,&nbsp;Quirin Smeele,&nbsp;Tjisse van der Heide,&nbsp;Laura L. Govers","doi":"10.1002/aqc.4235","DOIUrl":"https://doi.org/10.1002/aqc.4235","url":null,"abstract":"<p>\u0000 \u0000 </p>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aqc.4235","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142230946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Invasive Predator Substantially Alters Energy Flux Without Changing Food Web Functional State or Stability 一种入侵掠食者在不改变食物网功能状态或稳定性的情况下大幅改变了能量通量
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-11 DOI: 10.1002/aqc.4240
Hayley C. Glassic, James R. Junker, Christopher S. Guy, Lusha M. Tronstad, Michelle A. Briggs, Lindsey K. Albertson, Dominique R. Lujan, Travis O. Brenden, Timothy E. Walsworth, Todd M. Koel
{"title":"An Invasive Predator Substantially Alters Energy Flux Without Changing Food Web Functional State or Stability","authors":"Hayley C. Glassic,&nbsp;James R. Junker,&nbsp;Christopher S. Guy,&nbsp;Lusha M. Tronstad,&nbsp;Michelle A. Briggs,&nbsp;Lindsey K. Albertson,&nbsp;Dominique R. Lujan,&nbsp;Travis O. Brenden,&nbsp;Timothy E. Walsworth,&nbsp;Todd M. Koel","doi":"10.1002/aqc.4240","DOIUrl":"https://doi.org/10.1002/aqc.4240","url":null,"abstract":"<p>Understanding how invasive species affect the stability and function of ecosystems is critical for conservation. Here, we quantified the effect of an actively suppressed invasive species on the Yellowstone Lake ecosystem using a food web energetics approach. We compared energy flux, functional state, and stability of four food web states: a pre-invasion network and three post-invasion networks undergoing active invasive species suppression, namely, initial invasion, expansion, and decline. Invasion caused ≥ 25% change (±) in energy flux for most consumers, and total flux increased twofold post-invasion. Flux to the species of conservation concern, Yellowstone cutthroat trout (<i>Oncorhynchus virginalis bouvieri</i>), was 2.8 times less post-invasion versus pre-invasion, whereas invasive lake trout (<i>Salvelinus namaycush</i>) flux was up to 17.3 times higher compared to the initial invasion network. The dominant functional state and food web stability did not change post-invasion, likely due to introduction of a generalist predator and the stabilizing effect of suppression. Lake trout invasion in Yellowstone Lake caused large changes to energy flux, shifting dominant fluxes away from the species of conservation concern, despite not changing functional state or stability. We demonstrate that changes in energy flux may signal invasions in ecosystems, but functional state or stability may not necessarily reflect the magnitude of invasion influences. For invaded fish communities, a better understanding of how the invasive species control the food web beyond just the direct influence on prey can be achieved by investigating energy flux, functional state, and food web stability. Furthermore, evaluating the effect of suppression beyond the invasive species can demonstrate the far-reaching value of suppression management actions for conservation.</p>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aqc.4240","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142174215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Learning for Multilabel Classification of Coral Reef Conditions in the Indo-Pacific Using Underwater Photo Transect Method 利用水下照片横断面法对印度洋-太平洋珊瑚礁状况进行多标签分类的深度学习
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-09 DOI: 10.1002/aqc.4241
Xinlei Shao, Hongruixuan Chen, Kirsty Magson, Jiaqi Wang, Jian Song, Jundong Chen, Jun Sasaki
{"title":"Deep Learning for Multilabel Classification of Coral Reef Conditions in the Indo-Pacific Using Underwater Photo Transect Method","authors":"Xinlei Shao,&nbsp;Hongruixuan Chen,&nbsp;Kirsty Magson,&nbsp;Jiaqi Wang,&nbsp;Jian Song,&nbsp;Jundong Chen,&nbsp;Jun Sasaki","doi":"10.1002/aqc.4241","DOIUrl":"https://doi.org/10.1002/aqc.4241","url":null,"abstract":"<p>Because coral reef ecosystems face threats from human activities and climate change, coral reef conservation programmes are implemented worldwide. Monitoring coral health provides references for guiding conservation activities. However, current labour-intensive methods result in a backlog of unsorted images, highlighting the need for automated classification. Few studies have simultaneously utilized accurate labels along with updated algorithms and datasets. This study aimed to create a dataset representing common coral reef conditions and associated stressors in the Indo-Pacific. Concurrently, it assessed existing classification algorithms and proposed a new multilabel method for automatically detecting coral reef conditions and extracting ecological information. A dataset containing over 20,000 high-resolution coral images of different health conditions and stressors was constructed based on the field survey. Seven representative deep learning architectures were tested on this dataset, and their performance was quantitatively evaluated using the F1 metric and the match ratio. Based on this evaluation, a new method utilizing the ensemble learning approach was proposed. The proposed method accurately classified coral reef conditions as healthy, compromised, dead and rubble; it also identified corresponding stressors, including competition, disease, predation and physical issues. This method can help develop the coral image archive, guide conservation activities and provide references for decision-making for reef managers and conservationists. The proposed ensemble learning approach outperforms others on the dataset, showing state-of-the-art (SOTA) performance. Future research should improve its generalizability and accuracy to support global coral reef conservation efforts.</p>","PeriodicalId":55493,"journal":{"name":"Aquatic Conservation-Marine and Freshwater Ecosystems","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aqc.4241","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-Resolution Ensemble Modelling of Coral Distributions in the Northern Gulf of Mexico Based on Geomorphometry: Coral Diversity and Benthic Habitat Fragmentation From Oil and Gas Infrastructure to Inform Spatial Planning 基于地貌学的墨西哥湾北部珊瑚分布高分辨率集合建模:珊瑚多样性与油气基础设施造成的底栖生境破碎,为空间规划提供信息
IF 2.5 3区 环境科学与生态学
Aquatic Conservation-Marine and Freshwater Ecosystems Pub Date : 2024-09-08 DOI: 10.1002/aqc.4234
Vincent Lecours, Amy Oxton, Danny Khor, Julia Tiplea
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