Benthic habitat

  • 文章类型: Journal Article
    背景:生物地理学与几种动物肠道微生物群的差异有关。然而,这种关系在鱼类中的存在尚不清楚。到目前为止,这似乎取决于所研究的鱼类。然而,大多数对鱼肠微生物的研究都是基于单一种群。在这项研究中,我们调查了来自两个带的鱼群的三个野生种群的鱼类的肠道微生物群(GeoffroySaint-Hilaire,1817)以确定其多样性,结构和潜在功能反映了鱼类的地理起源,在大的和小的地理范围。此外,我们探讨了解释这种关系的主机和环境相关因素。
    结果:我们表明,根据所考虑的空间尺度,寻常型Diplodus的粘膜相关肠道微生物群的分类学和潜在功能不同。在大规模,我们观察到鱼类微生物群的分类结构和潜在功能在种群之间存在显着差异。相比之下,微生物群落的分类多样性与鱼类的地理起源(即采样日期)以外的因素存在显着关系。另一方面,小规模,微生物群的不同组成和多样性根据鱼类占据的栖息地的特点而不同。具体来说,我们确定底栖栖息地中Possidoniaoceanica的存在是微生物群组成和多样性的预测因子。最后,我们报道了一个群体中与外源性物质(即药物和4-氨基苯甲酸盐)代谢相关的功能的富集,并指出它是未来监测的潜在目标.
    结论:通过这项研究,我们证实了使用多个种群调查野生鱼类的肠道微生物群的重要性,考虑到个人占据的不同栖息地。此外,我们强调了使用肠道微生物群的生物降解潜力作为监测地中海鱼类中新兴污染物的替代手段。
    BACKGROUND: Biogeography has been linked to differences in gut microbiota in several animals. However, the existence of such a relationship in fish is not clear yet. So far, it seems to depend on the fish species studied. However, most studies of fish gut microbiotas are based on single populations. In this study, we investigated the gut microbiota of fish from three wild populations of the two-banded sea bream Diplodus vulgaris (Geoffroy Saint-Hilaire, 1817) to determine whether its diversity, structure and potential functionality reflect the geographic origin of the fish, at large and small geographical scale. Additionally, we explored the host- and environmental-related factors explaining this relationship.
    RESULTS: We showed that the taxonomy and potential functionality of the mucosa-associated gut microbiota of Diplodus vulgaris differ to varying degrees depending on the spatial scale considered. At large scale, we observed that both the taxonomical structure and the potential functionality of the fish microbiota differed significantly between populations. In contrast, the taxonomical diversity of the microbial community displayed a significant relationship with factors other than the geographic origin of the fish (i.e. sampling date). On the other hand, at small scale, the different composition and diversity of the microbiota differ according to the characteristics of the habitat occupied by the fish. Specifically, we identified the presence of Posidonia oceanica in the benthic habitat as predictor of both the microbiota composition and diversity. Lastly, we reported the enrichment of functions related to the metabolism of xenobiotics (i.e. drugs and 4-aminobenzoate) in a population and we indicated it as a potential target of future monitoring.
    CONCLUSIONS: With this study, we confirmed the importance of investigating the gut microbiota of wild fish species using multiple populations, taking into account the different habitats occupied by the individuals. Furthermore, we underscored the use of the biodegradation potential of the gut microbiota as an alternative means of monitoring emerging contaminants in Mediterranean fish.
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  • 文章类型: Journal Article
    倒置的水母是一组底栖镰刀虫,属于Cassiopea属,其成员与鞭毛藻共生,并栖息在热带和亚热带水域。尽管在加勒比海有一些关于该属的研究,这些是有限的。在古巴,该小组的研究仅限于分类清单上的报告,据我们所知,没有人对古巴海草或红树林生态系统中这些水母的密度进行过任何分析。在这项工作中,Cassiopeaspp的种群。在JardinesdelaReina国家公园(JRNP)的特征,这是第一次在这个海洋保护区和古巴。在14个JRNP站点放置了100个1m2的正方形框架。对于每个网站,物种,密度,确定了个体的大小和非生物因素。在站点之间进行了密度和直径比较,JRNP内的区域和区域。确定了底栖覆盖的百分比,并在密度和直径之间建立了相关性。共记录了10803人,其中7,618个属于卡西佩亚xamachana,3,185个属于卡西佩亚frondosa。根据非生物变量,两个物种都共享一个生态位,并且没有检测到明显的分离。在站点和区域之间的密度和大小比较中发现了显着差异。JRNP中的密度和大小呈负相关,在较小的尺寸下观察到较高的物种聚集。密度平均值范围为2.18至14.52ind。/m2,最大值为79ind。/m2。CayoAlcatraz是密度最高的地点,而Cachiboca是密度最低的地点。采样地点的个体的平均钟形直径大小在9.34至15.31厘米之间,最小值和最大值为2.5厘米和32.6厘米。CayoAlcatraz的尺寸最小,而BocadelasAnclitas的尺寸最大。所评估的环境因素与Cassiopea的密度或直径没有显着关系,而在JRNP的所有14个地点,Thalassiatestudinum覆盖率与Cassiopea密度呈负相关。Cassiopea覆盖率高于文献报道的百分比,有四个网站的覆盖率超过20%。总的来说,Cassiopeaspp的种群。在JRNP中没有太大的差异,尽管公园东部地区的密度更高。首次显示该物种的密度和大小呈负相关。需要进行未来的研究来量化Cassiopea对沿海海洋生态系统过程的影响,并进一步确定人为变化如何改变这些热带生态系统的功能。
    Upside-down jellyfish are a group of benthic scyphozoans belonging to the genus Cassiopea, whose members are in symbiosis with dinoflagellates and inhabit tropical and subtropical waters. Although there are some studies of the genus in the Caribbean, these are limited. In Cuba, the group\'s studies are restricted to reports on taxonomic lists and, as far as we know, no one has performed any analyzes of the densities of these jellyfish in seagrass or mangrove ecosystems in Cuba. In this work, the populations of Cassiopea spp. in Jardines de la Reina National Park (JRNP) were characterized, for the first time for this Marine Protected Area and Cuba. One hundred 1m2 square frames were placed at 14 JRNP sites. For each site, the species, density, size of the individuals and abiotic factors were determined. Density and diameter comparisons were made between sites, zones and regions within the JRNP. The percentage of the benthic cover was determined and a correlation was made between density and diameter. A total of 10,803 individuals were recorded, of which 7,618 belong to Cassiopea xamachana and 3,185 belong to Cassiopea frondosa. Both species share a niche and no evident segregation was detected according to abiotic variables. Significant differences were detected in comparisons of density and size across sites and zones. Density and size in the JRNP were negatively correlated, and higher aggregations of the species were observed at lower sizes. Density mean values ranged from 2.18 to 14.52 ind. /m2 with maximum values of 79 ind. /m2. Cayo Alcatraz was the site found to have the highest density while Cachiboca was the site with the lowest density. The average bell diameter size of the individuals ranged from 9.34 to 15.31 cm for the sampled sites, with minimum and maximum values of 2.5 cm and 32.6 cm. The smallest size was recorded at Cayo Alcatraz while the largest size was reported for Boca de las Anclitas. The environmental factors evaluated showed no significant relationship with the density or diameter of Cassiopea, while the Thalassia testudinum cover was negatively correlated with Cassiopea density at all fourteen sites in the JRNP. The percentage of Cassiopea coverage was higher than those reported in the literature, with four sites exceeding 20% coverage. In general, the populations of Cassiopea spp. in the JRNP did not differ greatly, although a higher density was observed towards the eastern region of the park. It was shown for the first time for the species that density and size have a negative correlation. Future studies are required to quantify the impact of Cassiopea on coastal marine ecosystem processes, and to further determine how anthropogenic changes may be altering the function of these tropical ecosystems.
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  • 文章类型: Journal Article
    证明了黑海南部陆架底栖海洋垃圾的丰度和特征。在调查期间,从站点收集了671个垃圾物品,重83.93kg。按数量和重量计算的平均密度为460.70±99.71n/km2和80.68±48.06kg/km2。凋落物密度在10-20m(646.09±165.63n/km2)处明显高于20-30m(165.53±81.02n/km2)和>30m(413.87±146.59n/km2)深度等级。塑料(69.03%)是数量最丰富的材料,其次是纺织(20.94%)和金属(5.68%)。无拖网区和拖网地面之间的凋落物组成不同。我们的结果表明,需要更详细的研究来了解影响黑海海洋垃圾运输和积累的各种因素之间的相互作用。
    The abundance and characteristics of benthic marine litter in the southern Black Sea shelf were demonstrated. During the surveys, 671 litter items weighing 83.93 kg were collected from the stations. The average density by number and weight were 460.70 ± 99.71 n/km2 and 80.68 ± 48.06 kg/km2. The litter density was significantly higher at 10-20 m (646.09 ± 165.63 n/km2) compared to 20-30 m (165.53 ± 81.02 n/km2) and >30 m (413.87 ± 146.59 n/km2) depth classes. Plastic (69.03%) was the most abundant material by number, followed by textile (20.94%) and metal (5.68%). The litter composition differed between the no-trawl zone and trawl ground. Our results indicate that more detailed research is needed to understand the interaction of various factors influencing transportation and accumulation of marine litter in the Black Sea.
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  • 文章类型: Journal Article
    背景:监测沿海生态系统的生态状况对于跟踪人为压力的后果和评估保护行动至关重要。监测需要在现场收集定期测量,在大面积上复制,并能够捕获它们随时间的空间分布。这意味着开发具有成本效益并提供一致和高质量数据的工具和协议,这是一个重大挑战。这里介绍了一种具有这些功能的新工具和协议,用于非提取地评估鱼类和底栖栖息地的状态:KOSMOS3.0水下视频系统。
    方法:KOSMOS3.0是基于预先存在且成功的STAVIRO着陆器构思的,并在数字制造实验室中开发,在该实验室中,集体智慧大部分是自愿在托管项目中贡献的。我们的机械套件,电气,和软件工程技能与生态知识和现场工作经验相结合。
    结果:KOSMOS3.0的水池和水族馆测试满足所有要求的技术规范和操作测试。该原型展示了高光学性能和与来自STAVIRO的图像数据的高度一致性。该项目的成果在知识共享署名CC-BY-SA许可证下共享。KOSMOS单元的低成本(约1400欧元)使多个单元可以负担得起适度的研究或监测预算。
    BACKGROUND: Monitoring the ecological status of coastal ecosystems is essential to track the consequences of anthropogenic pressures and assess conservation actions. Monitoring requires periodic measurements collected in situ, replicated over large areas and able to capture their spatial distribution over time. This means developing tools and protocols that are cost-effective and provide consistent and high-quality data, which is a major challenge. A new tool and protocol with these capabilities for non-extractively assessing the status of fishes and benthic habitats is presented here: the KOSMOS 3.0 underwater video system.
    METHODS: The KOSMOS 3.0 was conceived based on the pre-existing and successful STAVIRO lander, and developed within a digital fabrication laboratory where collective intelligence was contributed mostly voluntarily within a managed project. Our suite of mechanical, electrical, and software engineering skills were combined with ecological knowledge and field work experience.
    RESULTS: Pool and aquarium tests of the KOSMOS 3.0 satisfied all the required technical specifications and operational testing. The prototype demonstrated high optical performance and high consistency with image data from the STAVIRO. The project\'s outcomes are shared under a Creative Commons Attribution CC-BY-SA license. The low cost of a KOSMOS unit (~1400 €) makes multiple units affordable to modest research or monitoring budgets.
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  • 文章类型: Journal Article
    背景:大型藻类在底栖生态系统中起着结构化作用,这使得监测他们的覆盖率并及时研究他们的社区结构和变化变得非常重要。此类研究通常由自主潜水员领导,并且通常无法产生足够的数据来为战略性合理的保护计划提供足够的材料。本文介绍了在评估互补数据采集方法潜力的框架中生成的数据集:注释使用水下遥控飞行器(ROV)获得的视频截面。重点是Cystoseirabrachycarpa,以及其他几种大型藻类的丰富,通过标本鉴定验证后,可以使用ROV图像进行鉴定。此外,为了允许将来使用,例如监测入侵藻类Caulerpacylindracea的定殖状态,水下机器人被送到波西多尼亚草甸下限以下沉积生境(40m)的一些更深的样带。
    结论:该项目,在提供一些关于使用水下机器人作为研究海洋生物多样性的工具的有趣见解的同时,生成了一个数据集,用于在Calvi湾的标准化和新样带上分布19种大型藻类(Katz等人。2021)。观察到的大型藻类包括:髋臼,两栖动物,Caulerpaprofera,大包干,Codiumbursa,Colpomeniasinuosa,Corallinales(订单),Cystoseirabrachycarpa,膀胱,Cystoseirspinosa,膀胱类固醇,Dictyota(属),Flabelliapetiolata,Halopteris(属),Halopterisscoparia,Jania(属),Osmundariavolubilis,帕迪娜·帕沃尼卡和佩森纳里亚斯夸里亚。视频还显示,入侵藻类Caulerpacylindracea已在2016年至2019年之间传播,应在海湾进行更有针对性的研究,以评估这种入侵的实际范围和可能影响。最后,我们的水下机器人视频剖面也强调了在底栖栖息地地图上被描述为“软底”的栖息地区域上存在的特定底栖大型藻类群落。尽管这些社区的单位面积生物量可能低于大多数沿海岩石底部,这种广泛传播的栖息地类型对沿海生态系统模型中的初级生产有贡献。
    BACKGROUND: Macroalgae play a structuring role in benthic ecosystems, which makes it very important to monitor their cover rates and study their community structures and changes in time. Such studies are usually led by autonomous divers and often do not generate sufficient data to provide enough material for strategically-sound conservation plans. This paper describes the dataset generated in the framework of the evaluation of the potential of a complementary data acquisition method: annotating videos transects obtained using an underwater Remotely Operated Vehicle (ROV).The focus was on Cystoseirabrachycarpa, together with the abundance of several other macroalgae species, which could be identified using the ROV images after validation through specimen identification. Furthermore, in order to allow future uses, such as monitoring the status of colonisation of the invasive algae Caulerpacylindracea, the ROV was sent to some deeper transects on sedimentary habitats (40 m) below the Posidonia meadows lower limits.
    CONCLUSIONS: The project, while providing some interesting insights on using a ROV as a tool to study marine biodiversity, generated a dataset for the distribution of 19 macroalgae on both standardised and new transects in the Bay of Calvi (Katz et al. 2021). The observed species of macroalgae included: Acetabulariaacetabulum, Amphiroarigida, Caulerpaprolifera, Caulerpacylindracea, Codiumbursa, Colpomeniasinuosa, Corallinales (order), Cystoseirabrachycarpa, Cystoseiracrinita, Cystoseiraspinosa, Cystoseirazosteroides, Dictyota (genus), Flabelliapetiolata, Halopteris (genus), Halopterisscoparia, Jania (genus), Osmundariavolubilis, Padina pavonica and Peyssonneliasquamaria.The videos also showed that the invasive algae Caulerpacylindracea has spread between 2016 and 2019 and that more focused studies should be held in the Bay to assess the actual reach and possible impacts of this invasion.Finally, our ROV video transects have also underlined the significant presence of particular benthic macroalgae communities over habitat zones described as \"soft-bottom\" on benthic habitat maps. Although the biomass per unit area of these communities is probably lower than for most coastal rocky bottoms, this widely-spread habitat type holds a contribution to primary production to be considered in coastal ecosystem models.
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  • 文章类型: Journal Article
    Understanding temporal and spatial microbial community abundance and diversity variations is necessary to assess the functional roles played by microbial actors in the environment. In this study, we investigated spatial variability and temporal dynamics of two functional microbial sediment communities, methanogenic Archaea and methanotrophic bacteria, in Lake Bourget, France. Microbial communities were studied from 3 sites sampled 4 times over a year, with one core sampled at each site and date, and 5 sediment layers per core were considered. Microbial abundance in the sediment were determined using flow cytometry. Methanogens and methanotrophs community structures, diversity, and abundance were assessed using T-RFLP, sequencing, and real-time PCR targeting mcrA and pmoA genes, respectively. Changes both in structure and abundance were detected mainly at the water-sediment interface in relation to the lake seasonal oxygenation dynamics. Methanogen diversity was dominated by Methanomicrobiales (mainly Methanoregula) members, followed by Methanosarcinales and Methanobacteriales. For methanotrophs, diversity was dominated by Methylobacter in the deeper area and by Methylococcus in the shallow area. Organic matter appeared to be the main environmental parameter controlling methanogens, while oxygen availability influenced both the structure and abundance of the methanotrophic community.
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  • 文章类型: Journal Article
    欧洲扁平牡蛎Ostreaedulis是经济和生态上重要的物种,受到广泛的保护和恢复努力,由于欧洲人口急剧下降。在瑞典,O.edulis发生在其范围的北部边缘。对物种分布和丰度的了解有限,人口规模从未估计过。牡蛎渔业的可持续性从未被评估过。使用随机抽样方法和拖曳视频,我们收集了435个地点的牡蛎发生数据,以估计瑞典Skagerrak地区的O.edulis的丰度和分布。此外,评估了该物种的种群规模,并分析了该物种的当前管理和立法策略。在所有6m以上的采样地点中,有27%的人发现了活着的食肉,人口规模估计为36.6±1630万人(总人口±SE)。分布是零散的,大约60%的人口发现牡蛎床密度(≥5牡蛎/m2),相当于采样地点的1%左右。无损抽样方法和代表性设计提供了对人口规模和误差的有用估计,这表明瑞典的O.edulis的边缘人口占其余欧洲人口的很大一部分。我们认为,瑞典人口的相对良好地位可以通过(a)捕鱼权的私人所有权来解释,(b)每年利用估计人口的0.5%以下的小规模渔业,使用非破坏性方法进行,和(c)无寄生虫的水域,可能是由于有效预防感染传播。
    本文获得了开放数据徽章,用于公开复制报告结果所需的数字共享数据。数据位于https://osf.io/jgpxw/?view_only=d070b45802a4426da028efffde3d0f76。
    The European flat oyster Ostrea edulis is an economically and ecologically important species subjected to extensive protection and restoration efforts, due to sharp population declines in Europe. In Sweden, O. edulis occurs at the northern fringe of its range. Knowledge of the distribution and abundance of the species is limited, and the size of the population has never been estimated. Oyster fishery sustainability has never been assessed.Using a random sampling approach and towed video, we collected data on oyster occurrence at 435 sites to estimate abundance and distribution of O. edulis in the Swedish Skagerrak region. Furthermore, the size of the population was assessed and the current management and legislation strategy of the species was analyzed.Living O. edulis was found in 27% of all sampled sites above 6 m, and the size of the population was estimated to 36.6 ± 16.3 million individuals (total population ± SE). The distribution was patchy, and approximately 60% of the population was found in oyster bed densities (≥5 oysters/m2), which corresponds to around 1% of the sampled sites.The nondestructive sampling method and representative design provided useful estimates of population size and error, which indicate that the marginal population of O. edulis in Sweden constitutes a significant part of the remaining European population. We argue that the relatively good status of the Swedish population can be explained by (a) private ownership of fishing rights, (b) a small-scale fishery that exploits <0.5% of the estimated population annually, conducted using nondestructive methods, and (c) parasite-free waters, potentially due to effective prevention of spread of infection.
    UNASSIGNED: This article has earned an Open Data Badge for making publicly available the digitally-shareable data necessary to reproduce the reported results. The data is available at https://osf.io/jgpxw/?view_only=d070b45802a4426da028efffde3d0f76.
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  • 文章类型: Journal Article
    Camera loggers are increasingly used to examine behavioural aspects of free-ranging animals. However, often video loggers are deployed with a focus on specific behavioural traits utilizing small cameras with a limited field of view, poor light performance and video quality. Yet rapid developments in consumer electronics provide new devices with much improved visual data allowing a wider scope for studies employing this novel methodology. We developed a camera logger that records full HD video through a wide-angle lens, providing high resolution footage with a greater field of view than other camera loggers. The main goal was to assess the suitability of this type of camera for the analysis of various aspects of the foraging ecology of a marine predator, the yellow-eyed penguin in New Zealand. Frame-by-frame analysis allowed accurate timing of prey pursuits and time spent over certain seafloor types. The recorded video footage showed that prey species were associated with certain seafloor types, revealed different predator evasion strategies by benthic fishes, and highlighted varying energetic consequences for penguins pursuing certain types of prey. Other aspects that could be analysed were the timing of breathing intervals between dives and observe exhalation events during prey pursuits, a previously undescribed behaviour. Screen overlays facilitated analysis of flipper angles and beat frequencies throughout various stages of the dive cycle. Flipper movement analysis confirmed decreasing effort during descent phases as the bird gained depth, and that ascent was principally passive. Breathing episodes between dives were short (<1 s) while the majority of the time was devoted to subsurface scanning with a submerged head. Video data recorded on free-ranging animals not only provide a wealth of information recorded from a single deployment but also necessitate new approaches with regards to analysis of visual data. Here, we demonstrate the diversity of information that can be gleaned from video logger data, if devices with high video resolution and wide field of view are utilized.
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  • 文章类型: Journal Article
    No-take marine reserves (NTMR) are increasingly being implemented to mitigate the effects of fishing on coral reefs, yet determining the efficacy of NTMRs depends largely on partitioning the effects of fishing from the effect of benthic habitat. Species of coral-reef fishes typically decline in density when subjected to fishing or benthic disturbances, but this is not always the case. This study documents the long-term (8-31 years) response of six species of detritivorous surgeonfishes (family Acanthuridae) to NTMR protection and benthic habitat change at four islands (Apo, Sumilon, Mantigue, Selinog) in the central Philippines, each island with a NTMR and a monitored fished site. Despite being subject to moderate fishing pressure, these species did not increase in density with NTMR protection. However, density of these surgeonfishes had a strong negative relationship with cover of live hard coral and a strong positive relationship with cover of dead substratum (sand, rubble, hard dead substratum). These surgeonfishes typically feed over dead substrata and thus probably increase in density following large environmental disturbances that substantially reduce live hard coral cover. Here, we describe effects of environmental disturbance events (e.g., use of explosives, typhoons) that reduced live hard-coral cover and subsequent large increases (up to 25 fold) in surgeonfish densities, which then slowly (over 5-15 years) decreased in density as live hard coral recovered. Density of these functionally important surgeonfish species was influenced more by changes to benthic cover than by NTMR protection. Thus, we highlight the greater importance of bottom-up controls (i.e., benthic changes to food availability) than top-down control (i.e., fishing) on a functionally important group of coral-reef fishes.
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  • 文章类型: Journal Article
    美国东北大陆架正在经历快速变暖,可能对海洋生态系统产生深远的影响。虽然卫星记录了表面上多种尺度的时空变化,我们对地位的理解,趋势,底栖环境变化的驱动因素仍然有限。我们使用季节性动态插值了新英格兰大陆架和上坡的稀疏底栖温度数据,融合原位和遥感数据的区域特定多元线性回归模型。统计模型预测了近90%的数据变异性,产生了一个从1982年到2014年跨越三十年的天气时间序列。整个区域的底栖温度升高,包括缅因湾.海底变暖的速率为每十年0.1至0.4°C,最快的速度发生在浅层,近岸地区和乔治银行,后者超过在表面观察到的速率。在许多地区,冬季底栖气候变暖的速度比一年中的其他时间快1.6倍,对越冬物种的疾病发生和能量学具有重要意义。变暖的驱动因素在整个领域各不相同。在新英格兰南部和大西洋中部的浅层陆架地区,底栖变暖与SST的变化密切相关,而海洋环流的区域和盆地尺度变化都会影响缅因州湾的温度,大陆架,和乔治·班克斯.这些结果突出了数据差距,当前遥感变量预测的可行性,以及需要更好地了解气候如何影响季节性特定的生态过程。
    The U.S. Northeast Continental Shelf is experiencing rapid warming, with potentially profound consequences to marine ecosystems. While satellites document multiple scales of spatial and temporal variability on the surface, our understanding of the status, trends, and drivers of the benthic environmental change remains limited. We interpolated sparse benthic temperature data along the New England Shelf and upper Slope using a seasonally dynamic, regionally specific multiple linear regression model that merged in situ and remote sensing data. The statistical model predicted nearly 90% of the variability of the data, resulting in a synoptic time series spanning over three decades from 1982 to 2014. Benthic temperatures increased throughout the domain, including in the Gulf of Maine. Rates of benthic warming ranged from 0.1 to 0.4°C per decade, with fastest rates occurring in shallow, nearshore regions and on Georges Bank, the latter exceeding rates observed in the surface. Rates of benthic warming were up to 1.6 times faster in winter than the rest of the year in many regions, with important implications for disease occurrence and energetics of overwintering species. Drivers of warming varied over the domain. In southern New England and the mid-Atlantic shallow Shelf regions, benthic warming was tightly coupled to changes in SST, whereas both regional and basin-scale changes in ocean circulation affect temperatures in the Gulf of Maine, the Continental Shelf, and Georges Banks. These results highlight data gaps, the current feasibility of prediction from remotely sensed variables, and the need for improved understanding on how climate may affect seasonally specific ecological processes.
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