首页 > 最新文献

Marine pollution bulletin最新文献

英文 中文
Plastic threats to coral reefs: A strategic management perspective from Bali's marine protected areas 塑料对珊瑚礁的威胁:从巴厘岛海洋保护区的战略管理角度看
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119385
I. Gede Hendrawan, Ade Riestiari Sudarmawan, Putra Bagus Panji Pamungkas, Pande Gde Sasmita Julyantoro, I. Wayan Gede Astawa Karang, Dwi Budi Wiyanto, I. Made Dharma Raharja, I. Putu Ranu Fajar Maharta, Cornelia Coraima Lazaren, Alex S.J. Wyatt
Plastic pollution remains a significant threat to coral reef ecosystems, even within Marine Protected Areas (MPAs). This study assesses the levels and types of plastic debris, both macroplastics and microplastics, found in coral reef ecosystems at two MPAs in Bali: Karangasem and Nusa Penida. Coral health was evaluated using the Underwater Photo Transect (UPT) method, while plastic particles were identified through field sampling and laboratory analysis, including Raman spectroscopy. Macroplastic accumulation was higher in Karangasem, while microplastic concentrations were comparable between the two regions. Microplastics were detected in coral tissues, and Polyethylene (PET and LDPE) was the dominant polymer. Although Pollution Load Index (PLI) values indicate a low ecological risk, it is evident that both MPAs suffer from coral degradation. Notably, the data suggest that macroplastic may have a more direct impact on coral reefs through physical damage. Despite these threats, both MPAs exhibited high ecological resilience, suggesting strong recovery potential if waste inputs are reduced. The findings highlight the important of improving waste management, especially capacity building and increased funding allocation. Strengthening each strategic approach of the MPAs can reduce plastic leakage into the sea and support coral reef recovery.
塑料污染仍然是珊瑚礁生态系统的重大威胁,即使在海洋保护区(MPAs)内也是如此。这项研究评估了巴厘岛两个海洋保护区(Karangasem和Nusa Penida)珊瑚礁生态系统中塑料碎片的水平和类型,包括宏观塑料和微塑料。使用水下光样带(UPT)方法评估珊瑚健康状况,而通过现场采样和实验室分析(包括拉曼光谱)识别塑料颗粒。大塑性累积在卡兰加西姆较高,而微塑性浓度在两个地区之间具有可比性。珊瑚组织中检测到微塑料,聚乙烯(PET和LDPE)是主要的聚合物。虽然污染负荷指数(PLI)值显示生态风险较低,但显然这两个海洋保护区都受到珊瑚退化的影响。值得注意的是,数据表明,宏观塑料可能通过物理破坏对珊瑚礁产生更直接的影响。尽管存在这些威胁,但两个海洋保护区都表现出较高的生态恢复能力,表明如果减少废物投入,恢复潜力很大。研究结果强调了改善废物管理,特别是能力建设和增加资金分配的重要性。加强海洋保护区的每一项策略,可减少塑胶渗漏入海,支持珊瑚礁复原。
{"title":"Plastic threats to coral reefs: A strategic management perspective from Bali's marine protected areas","authors":"I. Gede Hendrawan, Ade Riestiari Sudarmawan, Putra Bagus Panji Pamungkas, Pande Gde Sasmita Julyantoro, I. Wayan Gede Astawa Karang, Dwi Budi Wiyanto, I. Made Dharma Raharja, I. Putu Ranu Fajar Maharta, Cornelia Coraima Lazaren, Alex S.J. Wyatt","doi":"10.1016/j.marpolbul.2026.119385","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119385","url":null,"abstract":"Plastic pollution remains a significant threat to coral reef ecosystems, even within Marine Protected Areas (MPAs). This study assesses the levels and types of plastic debris, both macroplastics and microplastics, found in coral reef ecosystems at two MPAs in Bali: Karangasem and Nusa Penida. Coral health was evaluated using the Underwater Photo Transect (UPT) method, while plastic particles were identified through field sampling and laboratory analysis, including Raman spectroscopy. Macroplastic accumulation was higher in Karangasem, while microplastic concentrations were comparable between the two regions. Microplastics were detected in coral tissues, and Polyethylene (PET and LDPE) was the dominant polymer. Although Pollution Load Index (PLI) values indicate a low ecological risk, it is evident that both MPAs suffer from coral degradation. Notably, the data suggest that macroplastic may have a more direct impact on coral reefs through physical damage. Despite these threats, both MPAs exhibited high ecological resilience, suggesting strong recovery potential if waste inputs are reduced. The findings highlight the important of improving waste management, especially capacity building and increased funding allocation. Strengthening each strategic approach of the MPAs can reduce plastic leakage into the sea and support coral reef recovery.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"51 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146790","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
Increases in plastic bottles washing ashore on sub-Antarctic Marion Island 在亚南极马里恩岛,被冲上岸的塑料瓶数量有所增加
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119380
Peter G. Ryan, Azwianewi B. Makhado, Thando Cebekhulu, Robert J.M. Crawford, Bruce M. Dyer, Makhudu J. Masotla, Vonica Perold, Maelle Connan
Long-term monitoring of litter stranding on remote islands is an efficient way to track changes in the abundance and composition of floating marine litter. Over 30 years from 1993 to 2024, most beach litter at sub-Antarctic Marion Island derived from offshore sources (95%). The proportion of local, land-based litter decreased from 12% in 1993–1997 to <1% in 2019–2023, mainly due to improved solid waste management at the island's research station. Local litter had a much higher proportion of non-plastic items (68%), especially wood (32%) and metal (22%), than litter items from offshore sources, which were mostly made of plastic (94%). The abundance of fishing gear peaked in the 1990s, when there was a large fishery for Patagonian toothfish (Dissostichus eleginoides) around the island. However, even then, fishing gear comprised only 9% of offshore litter items (7% over the whole study period). Bottles (60%) and pieces of foamed polystyrene packaging (17%) accounted for most offshore litter items. The abundance of offshore litter decreased from 1993 to the early 2000s (change point 2004, 95% CI: 2000–2008), then increased until 2023, mainly due to an increase in the numbers of plastic bottles washing ashore. Our results indicate a worrying increase in general household waste at this remote island in the Southern Ocean.
对偏远岛屿上搁浅的垃圾进行长期监测是跟踪漂浮海洋垃圾丰度和组成变化的有效方法。从1993年到2024年的30年间,亚南极马里恩岛的大部分海滩垃圾来自近海(95%)。当地陆地垃圾的比例从1993-1997年的12%下降到2019-2023年的1%,这主要是由于该岛研究站的固体废物管理得到改善。本地垃圾的非塑料物品比例(68%),特别是木材(32%)和金属(22%),远高于主要由塑料制成的海上垃圾(94%)。渔具的丰富程度在20世纪90年代达到顶峰,当时岛上有大量的巴塔哥尼亚齿鱼(Dissostichus eleginoides)。然而,即便如此,渔具也只占近海垃圾的9%(整个研究期间为7%)。瓶子(60%)和泡沫聚苯乙烯包装(17%)占大多数离岸垃圾。从1993年到21世纪初,近海垃圾的丰度下降(变化点2004年,95% CI: 2000-2008年),然后增加到2023年,主要是由于冲上岸的塑料瓶数量增加。我们的研究结果表明,在这个位于南大洋的偏远岛屿上,一般生活垃圾的增加令人担忧。
{"title":"Increases in plastic bottles washing ashore on sub-Antarctic Marion Island","authors":"Peter G. Ryan, Azwianewi B. Makhado, Thando Cebekhulu, Robert J.M. Crawford, Bruce M. Dyer, Makhudu J. Masotla, Vonica Perold, Maelle Connan","doi":"10.1016/j.marpolbul.2026.119380","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119380","url":null,"abstract":"Long-term monitoring of litter stranding on remote islands is an efficient way to track changes in the abundance and composition of floating marine litter. Over 30 years from 1993 to 2024, most beach litter at sub-Antarctic Marion Island derived from offshore sources (95%). The proportion of local, land-based litter decreased from 12% in 1993–1997 to &lt;1% in 2019–2023, mainly due to improved solid waste management at the island's research station. Local litter had a much higher proportion of non-plastic items (68%), especially wood (32%) and metal (22%), than litter items from offshore sources, which were mostly made of plastic (94%). The abundance of fishing gear peaked in the 1990s, when there was a large fishery for Patagonian toothfish (<ce:italic>Dissostichus eleginoides</ce:italic>) around the island. However, even then, fishing gear comprised only 9% of offshore litter items (7% over the whole study period). Bottles (60%) and pieces of foamed polystyrene packaging (17%) accounted for most offshore litter items. The abundance of offshore litter decreased from 1993 to the early 2000s (change point 2004, 95% CI: 2000–2008), then increased until 2023, mainly due to an increase in the numbers of plastic bottles washing ashore. Our results indicate a worrying increase in general household waste at this remote island in the Southern Ocean.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"11 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146836","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
Health risks of exposure to organotin compounds via seafood consumption after their legal ban 法律禁止食用有机锡化合物后,通过食用海鲜暴露于有机锡化合物的健康风险
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119345
Yan Jiang, Man Sze Kwok, Mengyang Liu, Kenneth M.Y. Leung
Organotin compounds (OTs), persistent environmental toxicants, were historically used in antifouling paints and have been banned on vessel hulls in Hong Kong since 2017. This study tested the hypothesis that OTs in seafood from Hong Kong waters, along with their associated dietary human health risks, declined six years post the legislation and enforcement. Analysis of 23 marine species collected in 2023, including molluscs, crustaceans, and fishes revealed total OTs concentrations of 11.8–747 ng/g ww, with the highest in benthic feeding fish Gerres septemfasciatus (747 ± 133 ng/g ww) and the croaker Johnius taiwanensis (696 ± 158 ng/g ww). Following the implementation of legislation, OTs in four commercially important fish species decreased significantly (p < 0.05) by 73.2–95.7%, supporting the effectiveness of regulatory measures. Triphenyltin (TPT), accounting for 32.7–96.4% of total residues across species, dominated the OTs composition in more than 80% marine organisms in this study, and exhibited significant trophic magnification in the marine food web with a trophic magnification factor of 8.61. Dietary exposure to total OTs through seafood consumption was estimated at 1.07 to 525 ng/kg bw/day, yielding a hazard index of 0.001–0.93, which is below the safety threshold of 1 for general adults. However, high consumption of fish species with high TPT concentration (e.g., G. septemfasciatus and J. taiwanensis) could increase health risk. These findings demonstrate the effectiveness of regulatory intervention, confirm the persistent ecological risk posed by TPT due to biomagnification, and highlight the need for continued monitoring to safeguard ecosystem and public health.
有机锡化合物(OTs)是一种持久性环境毒物,历来被用于防污涂料,自2017年以来,香港已禁止在船体上使用。这项研究检验了一种假设,即在立法和实施六年后,香港水域海鲜中的OTs及其相关的饮食健康风险有所下降。对2023年采集的23种海洋生物(包括软体动物、甲壳类和鱼类)进行分析,总OTs浓度为11.8 ~ 747 ng/g ww,其中底栖摄食鱼七星鱼(Gerres septemfasciatus)最高(747±133 ng/g ww),台湾约尼乌斯(Johnius taiwan)最高(696±158 ng/g ww)。立法实施后,四种重要商业鱼类的OTs显著减少(p < 0.05),降幅为73.2% - 95.7%,说明监管措施的有效性。三苯基锡(Triphenyltin, TPT)占总残留量的32.7-96.4%,在80%以上的海洋生物中占主导地位,在海洋食物网中表现出显著的营养放大效应,其营养放大系数为8.61。据估计,通过食用海产品摄入总有机脂肪的膳食暴露量为1.07至525纳克/千克体重/天,产生的危害指数为0.001至0.93,低于一般成年人的安全阈值1。然而,大量食用TPT浓度高的鱼类(如七星吉虫和台湾吉虫)可能会增加健康风险。这些发现证明了监管干预的有效性,证实了TPT由于生物放大而造成的持续生态风险,并强调了继续监测以保护生态系统和公众健康的必要性。
{"title":"Health risks of exposure to organotin compounds via seafood consumption after their legal ban","authors":"Yan Jiang, Man Sze Kwok, Mengyang Liu, Kenneth M.Y. Leung","doi":"10.1016/j.marpolbul.2026.119345","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119345","url":null,"abstract":"Organotin compounds (OTs), persistent environmental toxicants, were historically used in antifouling paints and have been banned on vessel hulls in Hong Kong since 2017. This study tested the hypothesis that OTs in seafood from Hong Kong waters, along with their associated dietary human health risks, declined six years post the legislation and enforcement. Analysis of 23 marine species collected in 2023, including molluscs, crustaceans, and fishes revealed total OTs concentrations of 11.8–747 ng/g ww, with the highest in benthic feeding fish <ce:italic>Gerres septemfasciatus</ce:italic> (747 ± 133 ng/g ww) and the croaker <ce:italic>Johnius taiwanensis</ce:italic> (696 ± 158 ng/g ww). Following the implementation of legislation, OTs in four commercially important fish species decreased significantly (<ce:italic>p</ce:italic> &lt; 0.05) by 73.2–95.7%, supporting the effectiveness of regulatory measures. Triphenyltin (TPT), accounting for 32.7–96.4% of total residues across species, dominated the OTs composition in more than 80% marine organisms in this study, and exhibited significant trophic magnification in the marine food web with a trophic magnification factor of 8.61. Dietary exposure to total OTs through seafood consumption was estimated at 1.07 to 525 ng/kg bw/day, yielding a hazard index of 0.001–0.93, which is below the safety threshold of 1 for general adults. However, high consumption of fish species with high TPT concentration (e.g., <ce:italic>G. septemfasciatus</ce:italic> and <ce:italic>J. taiwanensis</ce:italic>) could increase health risk. These findings demonstrate the effectiveness of regulatory intervention, confirm the persistent ecological risk posed by TPT due to biomagnification, and highlight the need for continued monitoring to safeguard ecosystem and public health.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"6 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146838","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
In situ spectral analysis of sea ice contaminated with multiple substances in Liaodong Bay, Bohai Sea 渤海辽东湾多物质污染海冰的原位光谱分析
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119403
Jinghan Xu, Yu Yan, Zhikun Lin, Qingkang Hou, Jiayu Ding, Chenchen Yao, Lei Ren, Chenyu Shu, Yingjun Xu
The Bohai Sea is under considerable environmental stress due to the significant discharge of inland contaminants. Understanding the optical properties of contaminated sea ice in this region is essential for improving large-scale remote sensing of sea ice contamination. This study investigated the in situ spectral properties of sea ice contaminated with five contaminants, including sediment, motor oil, pulverized coal, charcoal powder, and secondary microplastic fragments, along the eastern coast of Liaodong Bay in the Bohai Sea. The results revealed that most contaminated sea ice exhibited lower reflectance than clean sea ice in the ultraviolet, visible, and near-infrared bands. Specifically, sea ice contaminated with pulverized coal (0.28) and charcoal powder (0.23) showed the lowest reflectance in the visible band. However, sea ice contaminated with secondary microplastic fragments (0.88) had a higher reflectance in the visible band compared to clean sea ice (0.75). Motor oil-contaminated sea ice displayed distinct absorption features between 500 and 550 nm, with the 560 nm wavelength offering a potential band for distinguishing this contaminant from others. In the shortwave infrared region (beyond 1400 nm), all contaminants exhibited higher reflectance than clean sea ice. Sediment-covered sea ice was most recognizable by its high reflectance difference at 1725 nm. Correlation analyses showed strong negative correlations between contaminant mass and reflectance in sea ice contaminated with pulverized coal and charcoal powder across the 350–1350 nm range, while beyond 1430 nm, sediment, secondary microplastic fragments, and charcoal powder exhibited strong positive correlations with contaminant mass.
由于内陆污染物的大量排放,渤海承受着相当大的环境压力。了解该地区受污染海冰的光学特性,对于改善大尺度海冰污染遥感具有重要意义。研究了渤海辽东湾东岸海冰被沉积物、机油、煤粉、炭粉和次生微塑料碎片等5种污染物污染后的原位光谱特性。结果表明,污染海冰在紫外、可见光和近红外波段的反射率均低于清洁海冰。其中,被煤粉(0.28)和木炭粉(0.23)污染的海冰在可见光波段的反射率最低。然而,被次级微塑料碎片污染的海冰在可见光波段的反射率(0.88)高于清洁海冰(0.75)。受机油污染的海冰在500 ~ 550nm波段表现出明显的吸收特征,其中560nm波长为区分这种污染物提供了一个潜在的波段。在短波红外波段(1400 nm以上),污染物的反射率均高于清洁海冰。沉积物覆盖的海冰在1725 nm处的高反射率差是最容易识别的。相关分析表明,在350 ~ 1350 nm范围内,被煤粉和炭粉污染的海冰污染物质量与反射率呈显著负相关,而在1430 nm范围内,沉积物、次生微塑料碎片和炭粉与污染物质量呈显著正相关。
{"title":"In situ spectral analysis of sea ice contaminated with multiple substances in Liaodong Bay, Bohai Sea","authors":"Jinghan Xu, Yu Yan, Zhikun Lin, Qingkang Hou, Jiayu Ding, Chenchen Yao, Lei Ren, Chenyu Shu, Yingjun Xu","doi":"10.1016/j.marpolbul.2026.119403","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119403","url":null,"abstract":"The Bohai Sea is under considerable environmental stress due to the significant discharge of inland contaminants. Understanding the optical properties of contaminated sea ice in this region is essential for improving large-scale remote sensing of sea ice contamination. This study investigated the in situ spectral properties of sea ice contaminated with five contaminants, including sediment, motor oil, pulverized coal, charcoal powder, and secondary microplastic fragments, along the eastern coast of Liaodong Bay in the Bohai Sea. The results revealed that most contaminated sea ice exhibited lower reflectance than clean sea ice in the ultraviolet, visible, and near-infrared bands. Specifically, sea ice contaminated with pulverized coal (0.28) and charcoal powder (0.23) showed the lowest reflectance in the visible band. However, sea ice contaminated with secondary microplastic fragments (0.88) had a higher reflectance in the visible band compared to clean sea ice (0.75). Motor oil-contaminated sea ice displayed distinct absorption features between 500 and 550 nm, with the 560 nm wavelength offering a potential band for distinguishing this contaminant from others. In the shortwave infrared region (beyond 1400 nm), all contaminants exhibited higher reflectance than clean sea ice. Sediment-covered sea ice was most recognizable by its high reflectance difference at 1725 nm. Correlation analyses showed strong negative correlations between contaminant mass and reflectance in sea ice contaminated with pulverized coal and charcoal powder across the 350–1350 nm range, while beyond 1430 nm, sediment, secondary microplastic fragments, and charcoal powder exhibited strong positive correlations with contaminant mass.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"9 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146835","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
Trends of persistent organic pollutants in three dolphin species from the Southern California bight during 1990–2012 1990-2012年间南加州海域三种海豚体内持久性有机污染物的变化趋势
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119366
Samantha L. Shinder, Nathan G. Dodder, Kerri Danil, David W. Weller, Jennie L. Bolton, Susan J. Chivers, Eunha Hoh
The Southern California Bight (SCB) is polluted with persistent organic pollutants (POPs) due to long-term industrialization and urban development, yet documentation of top-level marine predator exposure to these contaminants is limited. We characterized POP exposure for three SCB dolphin species by analyzing dichlorodiphenyltrichloroethanes (DDTs), polychlorinated biphenyls (PCBs), and polybrominated diphenyl ethers (PBDEs) in blubber from common bottlenose dolphins (Tursiops truncatus, n = 37), short-beaked (Delphinus delphis delphis, n = 62), and long-beaked (Delphinus delphis bairdii, n = 46) common dolphins from 1990 to 2012. Temporal, spatial, sex, age, maturity status, and ecotype trends in contaminant concentrations were assessed using multilinear regression models. Short-beaked common dolphins exhibited decreasing POP concentrations temporally, consistent with reduced environmental inputs following regulatory bans. Short-beaked common dolphins from the SCB had higher ΣDDT and ΣPBDE concentrations than those from central California, indicating persistent regional differences. Significant age-sex interactions were observed for all three contaminant classes in both short- and long-beaked common dolphins, reflecting sex-specific bioaccumulation patterns. Long-beaked common dolphins exhibited the highest ΣDDT (∼110 μg/g lipid weight), ΣPCB (∼18 μg/g lipid weight), and ΣPBDE (∼7.3 μg/g lipid weight) concentrations reported globally. Elevated ΣPBDE levels were also observed in both coastal and offshore common bottlenose dolphin ecotypes, as well as in SCB short-beaked common dolphins. These findings demonstrate that exposure to POPs remains elevated among SCB top marine predators, further highlighting the continued value of dolphins as sentinel species for monitoring legacy and emerging contaminants in coastal ecosystems.
由于长期的工业化和城市发展,南加州湾(SCB)受到持久性有机污染物(POPs)的污染,但关于顶级海洋捕食者暴露于这些污染物的记录有限。通过分析1990年至2012年间常见宽吻海豚(Tursiops truncatus, n = 37)、短喙海豚(Delphinus delphis delphis, n = 62)和长喙海豚(Delphinus delphis bairdii, n = 46)鲸脂中的二氯二苯三氯乙烷(DDTs)、多氯联苯(PCBs)和多溴二苯醚(PBDEs),研究了三种SCB海豚的POP暴露特征。使用多元线性回归模型评估污染物浓度的时间、空间、性别、年龄、成熟度状态和生态型趋势。短喙普通海豚的持久性有机污染物浓度暂时下降,这与监管禁令后环境投入减少一致。来自SCB的短喙普通海豚的ΣDDT和ΣPBDE浓度高于来自加利福尼亚中部的,这表明持续的地区差异。在短喙和长喙普通海豚中观察到所有三种污染物类别的显著年龄-性别相互作用,反映了性别特异性的生物积累模式。长喙普通海豚的脂质质量ΣDDT (~ 110 μg/g)、ΣPCB (~ 18 μg/g脂质质量)和ΣPBDE (~ 7.3 μg/g脂质质量)浓度是全球报道的最高的。在沿海和近海普通宽吻海豚生态型以及SCB短喙普通海豚中也观察到ΣPBDE水平升高。这些发现表明,在SCB顶级海洋捕食者中,持久性有机污染物的暴露程度仍然很高,进一步突出了海豚作为监测沿海生态系统中遗留和新出现污染物的哨兵物种的持续价值。
{"title":"Trends of persistent organic pollutants in three dolphin species from the Southern California bight during 1990–2012","authors":"Samantha L. Shinder, Nathan G. Dodder, Kerri Danil, David W. Weller, Jennie L. Bolton, Susan J. Chivers, Eunha Hoh","doi":"10.1016/j.marpolbul.2026.119366","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119366","url":null,"abstract":"The Southern California Bight (SCB) is polluted with persistent organic pollutants (POPs) due to long-term industrialization and urban development, yet documentation of top-level marine predator exposure to these contaminants is limited. We characterized POP exposure for three SCB dolphin species by analyzing dichlorodiphenyltrichloroethanes (DDTs), polychlorinated biphenyls (PCBs), and polybrominated diphenyl ethers (PBDEs) in blubber from common bottlenose dolphins (<ce:italic>Tursiops truncatus</ce:italic>, <ce:italic>n</ce:italic> = 37), short-beaked (<ce:italic>Delphinus delphis delphis</ce:italic>, <ce:italic>n</ce:italic> = 62), and long-beaked (<ce:italic>Delphinus delphis bairdii</ce:italic>, <ce:italic>n</ce:italic> = 46) common dolphins from 1990 to 2012. Temporal, spatial, sex, age, maturity status, and ecotype trends in contaminant concentrations were assessed using multilinear regression models. Short-beaked common dolphins exhibited decreasing POP concentrations temporally, consistent with reduced environmental inputs following regulatory bans. Short-beaked common dolphins from the SCB had higher ΣDDT and ΣPBDE concentrations than those from central California, indicating persistent regional differences. Significant age-sex interactions were observed for all three contaminant classes in both short- and long-beaked common dolphins, reflecting sex-specific bioaccumulation patterns. Long-beaked common dolphins exhibited the highest ΣDDT (∼110 μg/g lipid weight), ΣPCB (∼18 μg/g lipid weight), and ΣPBDE (∼7.3 μg/g lipid weight) concentrations reported globally. Elevated ΣPBDE levels were also observed in both coastal and offshore common bottlenose dolphin ecotypes, as well as in SCB short-beaked common dolphins. These findings demonstrate that exposure to POPs remains elevated among SCB top marine predators, further highlighting the continued value of dolphins as sentinel species for monitoring legacy and emerging contaminants in coastal ecosystems.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"57 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146837","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
Radiological risk assessment of natural radionuclides in the whitemouth croaker (Micropogonias furnieri Desmarest, 1823) in Brazilian tropical seas 巴西热带海域白口鱼(Micropogonias furnieri Desmarest, 1823)中天然放射性核素的辐射风险评估
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119259
Wagner Pereira, Alphonse Kelecom, José M. Lopes, Cleber B. Espindola, Alessander S. Carmo, Ademir X. Silva
This study assesses the radiological risk to the whitemouth croaker (Micropogonias furnieri Desmarest, 1823) by calculating the dose to biota. Samples were collected, identified, and prepared for analysis from Sepetiba Bay, Rio de Janeiro, Brazil. The activity concentration (AC) results of 238U, 235U, 234U, 232Th, 230Th, 228Th, 228Ra, 226Ra, and 210Pb are expressed in Bq·kg−1. The study highlighted that biota radioprotection does not recommend dose limit concepts due to model boundary conditions, focusing instead on Derived Consideration Reference Levels (DCRL), which are used to screen for potential deleterious effects of ionizing radiation. The radionuclide-specific Dose Coefficient (DoCo) values for the analyzed radionuclides in saltwater fish are presented. The average dose rate found in M. furnieri was 7.72−2 μGy∙d−1. This average dose rate falls within the background range, suggesting no visible biological effects. The research emphasizes the need for radiological risk assessments in tropical regions, which are often underexplored compared to temperate regions. The study calls for broader studies using representative organisms to inform national legislation aimed at protecting biota from radiological risks, ensuring a comprehensive understanding of environmental safety and health.
本研究通过计算对生物群的剂量来评估对白口鱼(Micropogonias furnieri Desmarest, 1823)的辐射风险。样品采集、鉴定并准备在巴西里约热内卢的Sepetiba湾进行分析。238U、235U、234U、232Th、230Th、228Th、228Ra、226Ra和210Pb的活性浓度(AC)结果以Bq·kg−1表示。该研究强调,生物群辐射防护并不推荐基于模型边界条件的剂量限制概念,而是侧重于用于筛选电离辐射潜在有害影响的衍生考虑参考水平(DCRL)。给出了所分析的放射性核素在咸水鱼类中的放射性核素特异性剂量系数(DoCo)值。furnieri的平均剂量率为7.72−2 μGy∙d−1。这一平均剂量率落在本底范围内,表明没有可见的生物效应。这项研究强调了在热带地区进行辐射风险评估的必要性,与温带地区相比,热带地区的探索往往不足。该研究呼吁进行更广泛的研究,利用具有代表性的生物来为旨在保护生物群免受辐射风险的国家立法提供信息,确保全面了解环境安全和健康。
{"title":"Radiological risk assessment of natural radionuclides in the whitemouth croaker (Micropogonias furnieri Desmarest, 1823) in Brazilian tropical seas","authors":"Wagner Pereira, Alphonse Kelecom, José M. Lopes, Cleber B. Espindola, Alessander S. Carmo, Ademir X. Silva","doi":"10.1016/j.marpolbul.2026.119259","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119259","url":null,"abstract":"This study assesses the radiological risk to the whitemouth croaker (<ce:italic>Micropogonias furnieri</ce:italic> Desmarest, 1823) by calculating the dose to biota. Samples were collected, identified, and prepared for analysis from Sepetiba Bay, Rio de Janeiro, Brazil. The activity concentration (AC) results of <ce:sup loc=\"post\">238</ce:sup>U, <ce:sup loc=\"post\">235</ce:sup>U, <ce:sup loc=\"post\">234</ce:sup>U, <ce:sup loc=\"post\">232</ce:sup>Th, <ce:sup loc=\"post\">230</ce:sup>Th, <ce:sup loc=\"post\">228</ce:sup>Th, <ce:sup loc=\"post\">228</ce:sup>Ra, <ce:sup loc=\"post\">226</ce:sup>Ra, and <ce:sup loc=\"post\">210</ce:sup>Pb are expressed in Bq·kg<ce:sup loc=\"post\">−1</ce:sup>. The study highlighted that biota radioprotection does not recommend dose limit concepts due to model boundary conditions, focusing instead on Derived Consideration Reference Levels (DCRL), which are used to screen for potential deleterious effects of ionizing radiation. The radionuclide-specific Dose Coefficient (DoCo) values for the analyzed radionuclides in saltwater fish are presented. The average dose rate found in <ce:italic>M. furnieri</ce:italic> was 7.72<ce:sup loc=\"post\">−2</ce:sup> μGy∙d<ce:sup loc=\"post\">−1</ce:sup>. This average dose rate falls within the background range, suggesting no visible biological effects. The research emphasizes the need for radiological risk assessments in tropical regions, which are often underexplored compared to temperate regions. The study calls for broader studies using representative organisms to inform national legislation aimed at protecting biota from radiological risks, ensuring a comprehensive understanding of environmental safety and health.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"315 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146840","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
Occurrence characteristics, cross-media behavior, and influencing factors of antibiotics and ARGs in typical rivers around the Bohai Sea 环渤海典型河流抗生素和ARGs的发生特征、跨媒介行为及影响因素
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119322
Hui Gao, Bing Li, Ruijing Li, Yingbin Lou, Xuan Jia, Shuang Zhang, Ziwei Yao
To investigate the cross-media behavior and key drivers of antibiotics and antibiotic resistance genes (ARGs) in typical rivers around the Bohai Rim region, this study analyzed 26 rivers discharging into the Bohai Sea using high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) and high-throughput quantitative fluorescence PCR. A total of 36 antibiotics were identified in the water samples and 33 in the sediments, with total concentrations ranging from n.d. to 1515.134 ng/L in water and n.d. to 85.926 ng/g in sediment. Tetracyclines were the dominant antibiotic class in both media. Additionally, 50 types of ARGs were detected in the water and 52 in the sediments, with absolute abundances ranging from n.d. to 1.04 × 105 copies/L in water and up to 2.13 × 105 copies/g in sediment. Gene abundances were generally higher in sediments, with macB and intI1 emerging as the predominant genes. Compared with pre-COVID-19 data, no significant increase in antibiotic concentrations or ARG abundances in the rivers was observed. Furthermore, the findings revealed that ARGs were highly mobile between the water and sediment phases, with non-corresponding antibiotics exerting a notable influence on this movement, while the effects of environmental physicochemical factors appeared minimal. This study provides key scientific insights for developing effective strategies to prevent antibiotic pollution and control the cross-media transmission of ARGs in the Bohai Sea region.
为了研究环渤海地区典型河流中抗生素和抗生素耐药基因(ARGs)的跨媒介行为及其关键驱动因素,本研究采用高效液相色谱-串联质谱(HPLC-MS/MS)和高通量荧光定量PCR技术对26条入渤海河流进行了分析。水样中检出抗生素36种,沉积物中检出抗生素33种,水中总浓度为nd ~ 1515.134 ng/L,沉积物中总浓度为nd ~ 85.926 ng/g。四环素类抗生素在两种培养基中均占主导地位。水体中检测到50种ARGs,沉积物中检测到52种ARGs,水体中绝对丰度为1.04 ~ 1.105 × 105拷贝/L,沉积物中最高为2.13 × 105拷贝/g。基因丰度在沉积物中普遍较高,以macB和intI1为优势基因。与covid -19前的数据相比,河流中抗生素浓度或ARG丰度未见显著增加。此外,研究结果表明,ARGs在水相和沉积物相之间具有高度的流动性,非相应的抗生素对这种移动产生显著影响,而环境理化因素的影响则很小。本研究为制定有效的防治抗生素污染和控制ARGs跨媒介传播的策略提供了重要的科学见解。
{"title":"Occurrence characteristics, cross-media behavior, and influencing factors of antibiotics and ARGs in typical rivers around the Bohai Sea","authors":"Hui Gao, Bing Li, Ruijing Li, Yingbin Lou, Xuan Jia, Shuang Zhang, Ziwei Yao","doi":"10.1016/j.marpolbul.2026.119322","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119322","url":null,"abstract":"To investigate the cross-media behavior and key drivers of antibiotics and antibiotic resistance genes (ARGs) in typical rivers around the Bohai Rim region, this study analyzed 26 rivers discharging into the Bohai Sea using high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) and high-throughput quantitative fluorescence PCR. A total of 36 antibiotics were identified in the water samples and 33 in the sediments, with total concentrations ranging from n.d. to 1515.134 ng/L in water and n.d. to 85.926 ng/g in sediment. Tetracyclines were the dominant antibiotic class in both media. Additionally, 50 types of ARGs were detected in the water and 52 in the sediments, with absolute abundances ranging from n.d. to 1.04 × 10<ce:sup loc=\"post\">5</ce:sup> copies/L in water and up to 2.13 × 10<ce:sup loc=\"post\">5</ce:sup> copies/g in sediment. Gene abundances were generally higher in sediments, with <ce:italic>macB</ce:italic> and <ce:italic>intI1</ce:italic> emerging as the predominant genes. Compared with pre-COVID-19 data, no significant increase in antibiotic concentrations or ARG abundances in the rivers was observed. Furthermore, the findings revealed that ARGs were highly mobile between the water and sediment phases, with non-corresponding antibiotics exerting a notable influence on this movement, while the effects of environmental physicochemical factors appeared minimal. This study provides key scientific insights for developing effective strategies to prevent antibiotic pollution and control the cross-media transmission of ARGs in the Bohai Sea region.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"95 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146839","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
Long-range transport of POPs to the central Atlantic Ocean: using a resident population of bottlenose dolphins (Tursiops truncatus) as sentinel species 持久性有机污染物向大西洋中部的远距离迁移:以一个常驻种群的宽吻海豚(Tursiops truncatus)为哨兵物种
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119371
Nara de Oliveira-Ferreira, Lilian Sander Hoffmann, Bárbara M.R. Manhães, Elitieri B. Santos-Neto, Marcelo Merten Cruz, Cristina Araujo Matzenbacher, Haydée Andrade Cunha, Tatiana Lemos Bisi, Alexandre de Freitas Azevedo, Thales Renato Ochotorena de Freitas, José Lailson-Brito
The Saint Peter Saint Paul archipelago (SPSPA) is situated in the central Equatorial Atlantic, approximately 1000 km from the northeastern coast of Brazil. A small population of common bottlenose dolphins (Tursiops truncatus) exhibits strong site fidelity to the remote archipelago. As apex predators, these dolphins can act as sentinels for the transport and bioaccumulation of organohalogen compounds in isolated marine environments. Remote biopsies were collected from nine individuals (n = 9) to investigate pollutant exposure. Blubber samples were analyzed for polychlorinated biphenyls (PCBs), organochlorine pesticides (OCPs), brominated flame retardants (BFRs), and naturally produced methoxylated organobromines (MeO-BDEs), using gas chromatography coupled with electron capture detection or mass spectrometry. Skin samples were analyzed in an isotopic ratio mass spectrometer. The profile of the chemical markers observed in these bottlenose dolphins was dominated by high molecular weight PCBs and high δ13C, similar to coastal dolphin species. Atmospheric transport, adsorption to benthic substrates, and species-specific metabolic capacity possibly shape contaminant accumulation in this population. Naturally produced MeO-BDEs and carbon ratios suggest low oceanic-coastal dispersal of dolphins. These findings suggest the efficient transport of man-made pollutants to isolated locations and the key role of apex predators, such as bottlenose dolphins, as POPs reservoirs in oceanic zones.
圣彼得圣保罗群岛(SPSPA)位于赤道大西洋中部,距离巴西东北海岸约1000公里。一小群常见的宽吻海豚(Tursiops truncatus)对偏远的群岛表现出强烈的地点保真度。作为顶级捕食者,这些海豚可以在孤立的海洋环境中充当有机卤素化合物运输和生物积累的哨兵。对9人(n = 9)进行了远程活检,以调查污染物暴露情况。采用气相色谱-电子捕获检测或质谱法对鲸脂样品进行多氯联苯(PCBs)、有机氯农药(OCPs)、溴化阻燃剂(BFRs)和天然产生的甲氧基化有机溴(MeO-BDEs)分析。皮肤样品用同位素比质谱仪分析。这些宽吻海豚的化学标记物以高分子量多氯联苯和高δ13C为主,与沿海海豚相似。大气运输、对底栖底物的吸附和物种特有的代谢能力可能形成该种群的污染物积累。自然产生的meo - bde和碳比率表明,海豚的海洋-海岸分散程度较低。这些发现表明,人为污染物可以有效地运输到孤立的地点,以及瓶鼻海豚等顶级捕食者在海洋区域作为持久性有机污染物储存库的关键作用。
{"title":"Long-range transport of POPs to the central Atlantic Ocean: using a resident population of bottlenose dolphins (Tursiops truncatus) as sentinel species","authors":"Nara de Oliveira-Ferreira, Lilian Sander Hoffmann, Bárbara M.R. Manhães, Elitieri B. Santos-Neto, Marcelo Merten Cruz, Cristina Araujo Matzenbacher, Haydée Andrade Cunha, Tatiana Lemos Bisi, Alexandre de Freitas Azevedo, Thales Renato Ochotorena de Freitas, José Lailson-Brito","doi":"10.1016/j.marpolbul.2026.119371","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119371","url":null,"abstract":"The Saint Peter Saint Paul archipelago (SPSPA) is situated in the central Equatorial Atlantic, approximately 1000 km from the northeastern coast of Brazil. A small population of common bottlenose dolphins (<ce:italic>Tursiops truncatus</ce:italic>) exhibits strong site fidelity to the remote archipelago. As apex predators, these dolphins can act as sentinels for the transport and bioaccumulation of organohalogen compounds in isolated marine environments. Remote biopsies were collected from nine individuals (<ce:italic>n</ce:italic> = 9) to investigate pollutant exposure. Blubber samples were analyzed for polychlorinated biphenyls (PCBs), organochlorine pesticides (OCPs), brominated flame retardants (BFRs), and naturally produced methoxylated organobromines (MeO-BDEs), using gas chromatography coupled with electron capture detection or mass spectrometry. Skin samples were analyzed in an isotopic ratio mass spectrometer. The profile of the chemical markers observed in these bottlenose dolphins was dominated by high molecular weight PCBs and high δ<ce:sup loc=\"post\">13</ce:sup>C, similar to coastal dolphin species. Atmospheric transport, adsorption to benthic substrates, and species-specific metabolic capacity possibly shape contaminant accumulation in this population. Naturally produced MeO-BDEs and carbon ratios suggest low oceanic-coastal dispersal of dolphins. These findings suggest the efficient transport of man-made pollutants to isolated locations and the key role of apex predators, such as bottlenose dolphins, as POPs reservoirs in oceanic zones.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"2 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146847","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
Towards sustainable urban estuary health: Modeling microbial pollution sources and mitigation strategies in the Golden Horn 迈向可持续的城市河口健康:模拟金角湾的微生物污染源和缓解策略
IF 5.8 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1016/j.marpolbul.2026.119405
Selin Çelik, Osman İsa Çelik
In support of the United Nations Ocean Decade goals for sustainable pollution reduction and improved ocean health, this study develops a science-based prognostic framework to assess and manage microbial contamination in urban estuarine systems. Taking the heavily urbanized Golden Horn (Istanbul) as a primary study site, a coupled two-dimensional (2D) hydrodynamic–fecal indicator bacteria (FIB) model was developed and rigorously validated using field observations from contrasting dry (December 2022) and wet (April 2023) conditions. Scenario analyses revealed that a theoretical best-case of eliminating FIB inputs from the Alibey and Kağıthane Creeks and a localized shoreline point source produces near-complete reductions in microbial concentrations, with this idealized zero-load scenario suggesting that ‘excellent’ bathing water quality standards could theoretically be achieved within approximately 15 days. Conversely, increasing seawater inflow—a strategy often proposed to enhance circulation—did not improve microbial conditions and, under wet-weather scenarios, resulted in further contamination. These findings suggest that source control serves as a more fundamental requirement than hydrodynamic manipulation for restoring microbial water quality in semi-enclosed urban estuaries. By integrating transferable modeling methods with actionable management guidance, this study contributes to global efforts towards sustainable estuarine health and pollution mitigation.
为了支持联合国海洋十年关于可持续减少污染和改善海洋健康的目标,本研究开发了一个基于科学的预测框架,以评估和管理城市河口系统中的微生物污染。以高度城市化的金角(伊斯坦布尔)为主要研究地点,建立了一个耦合二维(2D)水动力-粪便指示细菌(FIB)模型,并通过对比干燥(2022年12月)和潮湿(2023年4月)条件的现场观测进行了严格验证。情景分析显示,理论上最好的情况是消除Alibey和Kağıthane小溪以及局部海岸线点源的FIB输入,可以几乎完全减少微生物浓度,这种理想的零负荷情景表明,理论上可以在大约15天内达到“优秀”的洗澡水质标准。相反,增加海水流入——一种经常被提出的加强循环的策略——并不能改善微生物的条件,而且在潮湿的天气情况下,会导致进一步的污染。这些发现表明,在半封闭的城市河口恢复微生物水质时,源控制比水动力控制更重要。通过将可转移的建模方法与可操作的管理指导相结合,本研究有助于实现可持续河口健康和减轻污染的全球努力。
{"title":"Towards sustainable urban estuary health: Modeling microbial pollution sources and mitigation strategies in the Golden Horn","authors":"Selin Çelik, Osman İsa Çelik","doi":"10.1016/j.marpolbul.2026.119405","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119405","url":null,"abstract":"In support of the United Nations Ocean Decade goals for sustainable pollution reduction and improved ocean health, this study develops a science-based prognostic framework to assess and manage microbial contamination in urban estuarine systems. Taking the heavily urbanized Golden Horn (Istanbul) as a primary study site, a coupled two-dimensional (2D) hydrodynamic–fecal indicator bacteria (FIB) model was developed and rigorously validated using field observations from contrasting dry (December 2022) and wet (April 2023) conditions. Scenario analyses revealed that a theoretical best-case of eliminating FIB inputs from the Alibey and Kağıthane Creeks and a localized shoreline point source produces near-complete reductions in microbial concentrations, with this idealized zero-load scenario suggesting that ‘excellent’ bathing water quality standards could theoretically be achieved within approximately 15 days. Conversely, increasing seawater inflow—a strategy often proposed to enhance circulation—did not improve microbial conditions and, under wet-weather scenarios, resulted in further contamination. These findings suggest that source control serves as a more fundamental requirement than hydrodynamic manipulation for restoring microbial water quality in semi-enclosed urban estuaries. By integrating transferable modeling methods with actionable management guidance, this study contributes to global efforts towards sustainable estuarine health and pollution mitigation.","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"286 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146789","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
The reliability gap: Why high predictive accuracy doesn't guarantee stable feature importance. 可靠性差距:为什么高预测精度不能保证稳定的特征重要性。
IF 4.9 3区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-07 DOI: 10.1016/j.marpolbul.2026.119398
Yoshiyasu Takefuji

Marine Pollution Bulletin increasingly applies machine learning and explainable AI to pollutant and shellfish poisoning risk, exemplified by PCA-based source apportionment and SHAP-based feature attribution. However, linear PCA may misrepresent structure in inherently nonlinear environmental data, and existing studies often treat model-derived feature importances as evidence of true associations without assessing consistency or dose-response relationships. This paper clarifies that supervised models possess two distinct accuracies: prediction and feature importance, and only prediction can be validated against ground truth. Using a Basque coastal dataset (8195 instances, 14 features) with chlorophyll-a as a proxy for paralytic shellfish poisoning risk, we introduce a leave-top1-out procedure to test ranking stability. Random Forest and XGBoost with and without SHAP show pronounced instability, indicating biased, model-dependent importances. In contrast, unsupervised and non-target-prediction methods yield perfectly stable rankings while matching or exceeding supervised performance, supporting routine stability, consistency, dose-response, and linearity checks in environmental ML studies.

《海洋污染公报》越来越多地将机器学习和可解释的人工智能应用于污染物和贝类中毒风险,例如基于pca的来源分配和基于shap的特征归因。然而,线性PCA可能会歪曲固有非线性环境数据的结构,并且现有的研究通常将模型派生的特征重要性作为真实关联的证据,而不评估一致性或剂量-反应关系。本文阐明了监督模型具有两种不同的精度:预测和特征重要性,并且只有预测才能根据真实情况进行验证。使用巴斯克沿海数据集(8195个实例,14个特征),叶绿素-a作为麻痹性贝类中毒风险的代理,我们引入了一个leave-top -out程序来测试排名的稳定性。随机森林和XGBoost有和没有SHAP显示明显的不稳定性,表明有偏倚的,模型依赖的重要性。相比之下,无监督和非目标预测方法在匹配或超过监督性能的同时产生完全稳定的排名,支持环境ML研究中的常规稳定性、一致性、剂量-反应和线性检查。
{"title":"The reliability gap: Why high predictive accuracy doesn't guarantee stable feature importance.","authors":"Yoshiyasu Takefuji","doi":"10.1016/j.marpolbul.2026.119398","DOIUrl":"https://doi.org/10.1016/j.marpolbul.2026.119398","url":null,"abstract":"<p><p>Marine Pollution Bulletin increasingly applies machine learning and explainable AI to pollutant and shellfish poisoning risk, exemplified by PCA-based source apportionment and SHAP-based feature attribution. However, linear PCA may misrepresent structure in inherently nonlinear environmental data, and existing studies often treat model-derived feature importances as evidence of true associations without assessing consistency or dose-response relationships. This paper clarifies that supervised models possess two distinct accuracies: prediction and feature importance, and only prediction can be validated against ground truth. Using a Basque coastal dataset (8195 instances, 14 features) with chlorophyll-a as a proxy for paralytic shellfish poisoning risk, we introduce a leave-top1-out procedure to test ranking stability. Random Forest and XGBoost with and without SHAP show pronounced instability, indicating biased, model-dependent importances. In contrast, unsupervised and non-target-prediction methods yield perfectly stable rankings while matching or exceeding supervised performance, supporting routine stability, consistency, dose-response, and linearity checks in environmental ML studies.</p>","PeriodicalId":18215,"journal":{"name":"Marine pollution bulletin","volume":"226 ","pages":"119398"},"PeriodicalIF":4.9,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142984","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
期刊
Marine pollution bulletin
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1