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Monitoring tides, currents, and waves along coastal habitats using the Mini Buoy 使用迷你浮标监测沿海栖息地的潮汐、海流和海浪
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-07-05 DOI: 10.1002/lom3.10631
Cai J. T. Ladd, Alejandra G. Vovides, Marie-Christin Wimmler, Christian Schwarz, Thorsten Balke

Intertidal habitats are shaped by the actions of tides and waves which are difficult to monitor in shallow water. To address this challenge, the “Mini Buoy” and associated open-source App were recently developed for the low-cost and long-term monitoring of tidal inundation and current velocities simultaneously. The Mini Buoy is a bottom-mounted float that measures tilt to infer near-bed hydrodynamics. Here, we present significant updates to the Mini Buoy and App. Two new Mini Buoy designs were calibrated: the “Pendant” that requires minimal assembly for deployment, and the “B4+” that can also measure wave orbital velocity. Comparisons against industry-standard water-level and velocity sensors deployed in the field showed that each new design was effective at detecting tidal inundation (overall accuracy of 86–97%) and current velocities (R2 = 0.73–0.91; accuracies of ± 0.14–0.22 m s−1; detection limits between 0.02 and 0.8 m s−1). The B4+ could reasonably measure wave orbital velocities (R2 = 0.56; accuracies of ± 0.18 m s−1; detection limits between 0.02 and 0.8 m s−1). Reducing the sampling rate to prolong survey durations did not markedly reduce the precision of velocity measurements, except in the original Mini Buoy design (uncertainty increased by ± 2.11 m s−1 from 1 to 10 s sampling). The updated App enhances user experience, accepts data from any Mini Buoy design, is suitable for generic use across any tidal setting, and presents multiple options to understand and contrast local hydrodynamic regimes. Improvements to the Mini Buoy designs and App offer greater opportunities in monitoring hydrodynamics for purposes including ecosystem restoration and flood risk management.

潮间带栖息地受潮汐和海浪的影响,在浅水区很难对其进行监测。为了应对这一挑战,最近开发了 "迷你浮标 "和相关的开源应用程序,用于同时对潮汐淹没和流速进行低成本和长期监测。迷你浮标是一个安装在底部的浮标,通过测量倾斜度来推断近床水动力。在此,我们将介绍迷你浮标和应用程序的重大更新。我们校准了两种新的迷你浮标设计:"Pendant "和 "B4+","Pendant "只需极少的组装即可部署,"B4+"还可以测量波浪轨道速度。与在现场部署的行业标准水位和流速传感器进行比较后发现,每种新设计都能有效探测潮汐淹没(总体精度为 86-97%)和流速(R2 = 0.73-0.91;精度为 ± 0.14-0.22 m s-1;探测极限在 0.02 至 0.8 m s-1 之间)。B4+ 可以合理地测量波的轨道速度(R2 = 0.56;精度为 ± 0.18 m s-1;探测限在 0.02 和 0.8 m s-1 之间)。降低采样率以延长勘测时间并没有明显降低速度测量的精度,但最初的迷你浮标设计除外(从 1 到 10 s 采样,不确定性增加了 ± 2.11 m s-1)。更新后的应用程序增强了用户体验,可接受来自任何迷你浮标设计的数据,适合在任何潮汐环境中通用,并提供多种选择来了解和对比当地的水动力机制。迷你浮标设计和应用程序的改进为生态系统恢复和洪水风险管理等目的的水动力监测提供了更多机会。
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引用次数: 0
Using a baited imaging sonar (BISON) to quantify the density, size, and detection range of fishes in a shallow, nearshore habitat 使用带饵成像声纳(BISON)量化近岸浅海生境中鱼类的密度、大小和探测范围
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-07-05 DOI: 10.1002/lom3.10636
Edward C. P. Sibley, Kevin M. Boswell, Benjamin M. Binder, Allison L. White, Aedan M. Mell, Beth E. Scott, Alethea S. Madgett, Travis S. Elsdon, Michael J. Marnane, Paul G. Fernandes

Methods that supplement optical instruments with bait, such as baited remote underwater video (BRUV), are used worldwide to detect and quantify marine life. Optical instruments only detect targets within visible range, such that BRUVs may underestimate fishes in light-limited habitats, especially fishes that respond to the bait at ranges beyond visibility. Alternatively, light-independent instruments (e.g., imaging sonars) can detect and quantify fishes regardless of visibility. This study presents the first application of a baited imaging sonar (BISON), deployed to survey fishes around a small, shallow artificial habitat in a turbid embayment in southern Florida. To establish the influence of bait on fish detection, BISON trials were alternately conducted alongside deployments of an unbaited control, with a high-definition camera integrated to ascertain visibility and inform species composition. For fishes of two size classes, larger (> 30 cm) and smaller (10–30 cm), maximum density (MaxD) and range of detection were quantified. Although the densities of larger and smaller fishes quantified by the BISON and unbaited control did not differ, over 55% of larger fishes were detected at ranges beyond maximum visibility, with asymptotes in fish density on the BISON identified at 15–20 min and 5–10 min for larger and smaller fishes, respectively. Overall, this study demonstrates the potential of BISONs as both a complementary and alternative method to BRUVs for quantifying fishes, especially in habitats of limited visibility. Future applications of BISONs in other habitats will further demonstrate its value as a tool to detect and enumerate aquatic assemblages.

世界各地都在使用带饵远程水下视频(BRUV)等方法来辅助光学仪器,以探测和量化海洋生物。光学仪器只能探测可见光范围内的目标,因此,BRUV 可能会低估光照受限生境中的鱼类,尤其是在可见光范围之外对诱饵有反应的鱼类。另外,与光线无关的仪器(如成像声纳)可以在任何可见度范围内探测鱼类并对其进行量化。本研究首次应用了带饵成像声纳(BISON),用于调查佛罗里达州南部一个浑浊河口的小型浅水人工栖息地周围的鱼类。为了确定饵料对鱼类探测的影响,BISON 试验与无饵料对照试验交替进行,并集成了高清摄像机,以确定能见度和物种组成。对于两种体型的鱼类,即体型较大(30 厘米)和体型较小(10-30 厘米)的鱼类,对最大密度(MaxD)和探测范围进行了量化。虽然 BISON 和无诱饵对照组量化的较大和较小鱼类的密度没有差异,但超过 55% 的较大鱼类是在最大能见度以外的范围被探测到的,BISON 上较大和较小鱼类的密度渐近线分别为 15-20 分钟和 5-10 分钟。总之,这项研究证明了 BISON 作为 BRUV 定量鱼类的补充和替代方法的潜力,尤其是在能见度有限的生境中。未来,BISONs 在其他生境中的应用将进一步证明其作为检测和统计水生生物群落的工具的价值。
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引用次数: 0
A simple, safe method for preserving dissolved methane in freshwater samples using benzalkonium chloride 利用苯扎氯铵保存淡水样本中溶解甲烷的简单安全方法
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-07-05 DOI: 10.1002/lom3.10632
Ken'ichi Osaka, Reina Nagata, Moegi Inoue, Masayuki Itoh, Shoko Hosoi-Tanabe, Hiroki Iwata

Methane (CH4) dissolved in water is readily consumed by CH4-oxidizing bacteria, so the possibility of the dissolved CH4 concentration (dCH4) in sampled water changing before analysis is a concern. To determine the accurate in situ dCH4 level, mercury chloride (HgCl2) or sodium azide (NaN3) is traditionally used for sample preservation. However, these preservatives are very toxic and great care must be taken when adding them to samples. Benzalkonium chloride (BAC), a quaternary ammonium salt cationic surfactant, is a readily available disinfectant that is less harmful to the human body than HgCl2, NaN3, and other preservatives. In this study, we investigated the usefulness of BAC in preserving dCH4 in swamp water, which is a critical terrestrial source of CH4. The dCH4 in samples without BAC decreased immediately after sample collection, whereas the dCH4 in the samples with added BAC did not change significantly for at least 15 d. In addition, when BAC was added to 18 water samples with different water chemistries, the dCH4 did not change significantly from immediately after sampling to 1 week after sampling (average difference: 3%). Thus, in the water samples used in this study, BAC effectively preserved dCH4 in the samples for at least 1 week. Further testing of the effect of BAC on the preservation of dCH4 in different types of water samples worldwide will help to establish a more complete, simple, and safe method.

溶解在水中的甲烷(CH4)很容易被 CH4 氧化细菌消耗,因此在分析之前,采样水中的溶解 CH4 浓度(dCH4)可能会发生变化,这是一个令人担忧的问题。为了准确测定原位 dCH4 水平,传统上使用氯化汞 (HgCl2) 或叠氮化钠 (NaN3) 来保存样本。但是,这些防腐剂毒性很大,在样品中添加时必须非常小心。苯扎氯铵(BAC)是一种季铵盐阳离子表面活性剂,是一种现成的消毒剂,对人体的危害比 HgCl2、NaN3 和其他防腐剂要小。在这项研究中,我们调查了 BAC 在保存沼泽水中 dCH4 方面的作用,沼泽水是 CH4 的重要陆地来源。未添加 BAC 的样本中的 dCH4 在样本采集后立即下降,而添加了 BAC 的样本中的 dCH4 在至少 15 天内没有显著变化。此外,在 18 个不同水化学性质的水样中添加 BAC 后,dCH4 在采样后立即到采样后一周内没有显著变化(平均差异:3%)。因此,在本研究中使用的水样中,BAC 能有效地将水样中的 dCH4 保存至少 1 周。进一步测试 BAC 对全球不同类型水样中 dCH4 的保存效果将有助于建立一种更完整、简单和安全的方法。
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引用次数: 0
Evaluating the eDNA spatial signal in natural populations and its application for the monitoring of the threatened Harttiella (Siluriformes, Loricariidae) 评估 eDNA 在自然种群中的空间信号及其在监测濒危哈氏蝠鲼中的应用
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-07-03 DOI: 10.1002/lom3.10634
Céline Condachou, Opale Coutant, Sébastien Brosse, Jérôme Murienne

To face the current downward trajectory of freshwater biodiversity loss, the implementation of effective biodiversity monitoring programs is of utmost importance. Environmental DNA offers unprecedented opportunities for this aim but several challenges still need to be addressed before implementing efficient species monitoring using eDNA. One of them is optimizing the eDNA sampling scheme to maximize the eDNA detection probability. For instance, in flowing freshwaters, the transport of eDNA downstream from its source can impact the eDNA detection probability, and blur the link between eDNA detection and the local occurrence of the species. Here, we investigated the eDNA spatial range of Harttiella lucifer (Siluriformes, Loricariidae), a threatened neotropical siluriform fish inhabiting French Guianese mountain streams, and confined to waterfalls and fast-flowing environments. Environmental samples were collected at 11 sites from the H. lucifer population to 2000 m downstream. A species-specific dPCR approach was applied to quantify the amount of DNA present in each sample and evaluate the eDNA detection probability of H. lucifer according to the distance from its source. Results showed an accumulation of eDNA at 50 and 100 m downstream from H. lucifer population. The evaluation of detection probabilities revealed that 300 m downstream from H. lucifer population, the probability of detection drops to 50%. This study suggests that eDNA drift in neotropical small streams is limited to a few tens meters downstream. These findings demonstrate that in neotropical small streams, eDNA provides a picture of the local fish fauna rather than integrating information over large spatial scales.

面对当前淡水生物多样性丧失的下降趋势,实施有效的生物多样性监测计划至关重要。环境 DNA 为实现这一目标提供了前所未有的机遇,但在利用 eDNA 实施有效的物种监测之前,仍需应对若干挑战。其中之一就是优化 eDNA 采样方案,最大限度地提高 eDNA 的检测概率。例如,在流动的淡水中,eDNA 从源头向下游的迁移会影响 eDNA 的检测概率,并模糊 eDNA 检测与物种在当地出现之间的联系。在此,我们研究了Harttiella lucifer(丝形目,Loricariidae)的eDNA空间分布范围,Harttiella lucifer(丝形目,Loricariidae)是一种濒危的新热带丝形鱼类,栖息在法属圭亚那的山溪中,仅限于瀑布和湍急的水流环境。从 H. lucifer 种群到下游 2000 米的 11 个地点采集了环境样本。应用物种特异性 dPCR 方法量化了每个样本中的 DNA 含量,并根据与 H. lucifer 来源的距离评估了 eDNA 的检测概率。结果显示,在距离 H. lucifer 种群下游 50 米和 100 米处,eDNA 有所积累。对检测概率的评估显示,在距离荧光虫种群下游300米处,检测概率下降到50%。这项研究表明,eDNA在新热带小溪流中的漂移范围仅限于下游几十米处。这些研究结果表明,在新热带小溪流中,eDNA提供的是当地鱼类动物群的情况,而不是大空间尺度的信息整合。
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引用次数: 0
Standard metrics for characterizing episodic salinization in freshwater systems 描述淡水系统偶发性盐碱化特征的标准指标
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-06-27 DOI: 10.1002/lom3.10629
J. A. Neville, R. E. Emanuel, N. G. Nelson, E. S. Bernhardt, M. Ardón

Salinization threatens freshwater resources and freshwater-dependent wetlands in coastal areas worldwide. Many research efforts focus on gradual or chronic salinization, but the phenomenon is also episodic in nature, particularly in small streams and artificial waterways. In surface waters, salinization events may coincide with storms, droughts, wind tides, and other episodic events. A lack of standardized quantitative methods and metrics for describing and discussing episodic salinization hinders cross-disciplinary efforts by scientists and others to analyze, discuss, and make recommendations concerning these events. Here, we present a set of metrics that use statistics which describe flow characteristics in rivers and streams as a template for empirically describing and characterizing salinization events. We developed a set of metrics to quantify the duration, magnitude, and other characteristics of episodic salinization, and we apply the metrics to extensive time-series data from a field site in coastal North Carolina. We then demonstrate the utility of these metrics by coupling them with ancillary data to perform an unsupervised classification that groups individual salinization events by their primary meteorological driver. We provide simple and flexible code needed to compute metrics in any environment experiencing salinization events in hopes that it will facilitate more standardized approaches to the quantification and study of widespread freshwater salinization.

盐碱化威胁着全球沿海地区的淡水资源和依赖淡水的湿地。许多研究工作侧重于渐进或慢性盐碱化,但盐碱化现象也具有偶发性,特别是在小 溪流和人工水道中。在地表水中,盐碱化事件可能与风暴、干旱、风潮和其它偶发事件同时发生。由于缺乏描述和讨论偶发性盐碱化的标准化定量方法和指标,科学家和其他人员在分析、讨论这些事件并提出相关建议方面的跨学科工作受到了阻碍。在此,我们提出了一套指标,利用描述河流和溪流水流特征的统计数据,作为描述和描述盐碱化事件的经验模板。我们开发了一套指标来量化偶发性盐碱化的持续时间、程度和其他特征,并将这些指标应用于北卡罗来纳州沿海一个现场的大量时间序列数据。然后,我们将这些指标与辅助数据结合起来,进行无监督分类,根据主要气象驱动因素对单个盐碱化事件进行分组,从而展示了这些指标的实用性。我们提供了在经历盐碱化事件的任何环境中计算度量指标所需的简单而灵活的代码,希望它能促进对大面积淡水盐碱化进行量化和研究的标准化方法。
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引用次数: 0
Pelagic ecosystem research incubators (PERIcosms): optimized incubation tanks to investigate natural communities under long term, low nutrient, and low metal conditions 中上层生态系统研究孵化器(PERIcosms):优化的孵化池,用于研究长期、低营养和低金属条件下的自然群落
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-06-20 DOI: 10.1002/lom3.10628
Emily A. Seelen, Emily Townsend, Samantha J. Gleich, David A. Caron, Mathilde Dugenne, Angelicque E. White, David M. Karl, Seth G. John

In vitro incubations using natural marine communities can provide insight into community structure and function in ways that are challenging through field observations alone. We have designed a minimal metal incubation system for controlled and repeatable experimentation of microbial communities. The systems, dubbed Pelagic Ecosystem Research Incubators (PERIcosms), are 115 L, conical tanks designed to sample suspended, settled, and wall associated material for month long periods. PERIcosms combine some of the ecological advantages of large volume mesocosm incubations with the experimental ease and replication of bottle incubations, and their design is accessible for use by researchers without specialized training or travel to a designated incubation facility. Here, we provide a detailed description for the construction and implementation of PERIcosms and demonstrate their potential to promote replicable, diverse communities for several weeks under clean conditions using time-series results from two field experiments. One field experiment utilized coastal waters collected from Santa Catalina Island, CA and the other oligotrophic waters collected offshore of Honolulu, HI. Biomass metrics (chlorophyll a and particulate carbon) along with 16S/18S DNA based community composition assessments were conducted to show that communities contained within PERIcosms remained alive and diverse for several weeks using a semi-continuous culturing approach. We detail trace metal clean techniques that can be used to minimize external contamination, particularly for low dissolved iron environments. PERIcosms have the potential to facilitate natural community incubations which are needed to continue advancing our understanding of microbial ecology and geochemistry.

利用自然海洋群落进行体外培养,可以深入了解群落的结构和功能,而仅通过实地观察是很难做到的。我们设计了一种最小金属培养系统,用于对微生物群落进行可控、可重复的实验。该系统被称为 "远洋生态系统研究培养箱(PERIcosms)",是一个 115 升的锥形水箱,设计用于对悬浮、沉降和壁面相关物质进行长达一个月的采样。PERIcosms 结合了大容量介观培养箱的一些生态优势以及瓶式培养箱的实验简便性和可重复性,其设计便于研究人员使用,无需专门培训或前往指定的培养设施。在这里,我们详细介绍了 PERIcosms 的构建和实施,并利用两个现场实验的时间序列结果,证明了它们在清洁条件下促进可复制的多样化群落发展的潜力。一个现场实验利用了从加利福尼亚州圣卡塔利娜岛采集的沿海水域,另一个利用了从夏威夷州檀香山近海采集的低营养水域。生物量指标(叶绿素 a 和颗粒碳)以及基于 16S/18S DNA 的群落组成评估表明,采用半连续培养方法,PERIcosms 中的群落在数周内仍保持活力和多样性。我们详细介绍了痕量金属清洁技术,这些技术可用于最大限度地减少外部污染,特别是在低溶解铁环境中。PERIcosms 具有促进自然群落培养的潜力,而这正是继续推进我们对微生物生态学和地球化学的理解所需要的。
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引用次数: 0
Underway measurement of cyanobacterial microcystins using a surface plasmon resonance sensor on an autonomous underwater vehicle 利用自主潜水器上的表面等离子体共振传感器对蓝藻微囊藻毒素进行水下测量
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-06-12 DOI: 10.1002/lom3.10627
William Ussler III, Gregory J. Doucette, Christina M. Preston, Chloe Weinstock, Nadia Allaf, Brent Roman, Scott Jensen, Kevan Yamahara, Louise A. Lingerfelt, Christina M. Mikulski, Brett W. Hobson, Brian Kieft, Ben-Yair Raanan, Yanwu Zhang, Reagan M. Errera, Steven A. Ruberg, Paul A. Den Uyl, Kelly D. Goodwin, Scott D. Soelberg, Clement E. Furlong, James M. Birch, Christopher A. Scholin

Freshwater cyanobacterial harmful algal blooms (CHABs) are a well-known global public health threat. Monitoring and early detection of CHAB toxins are currently accomplished using labor-intensive sampling techniques and subsequent shore-based analyses, with results typically reported 24–48 h after sample collection. We have developed and implemented an uncrewed, autonomous mobile sampler-analytical system capable of conducting targeted in situ toxin measurements in < 2 h. A surface plasmon resonance (SPR) instrument was combined with the environmental sample processor (ESP) to fully automate detection and quantification of particle-associated cyanobacterial microcystins (pMC). This sensor-sampler system was integrated with a long-range autonomous underwater vehicle (LRAUV) and deployed in western Lake Erie for field trials in the summer of 2021. The LRAUV was remotely piloted to acquire samples at selected locations within and adjacent to a CHAB. Sixteen pMC measurements ranging from 0.09 to 0.55 μg/L lake water were obtained over a 14-day period without recovery of the LRAUV. The SPR/ESP/LRAUV system complements existing satellite, aerial, and manual sampling CHAB survey techniques, and could be used to enhance predictive models that underpin bloom and toxicity forecasts. This system is also extensible to detection of other algal toxins in freshwater and marine environments, with its near real-time assessment of bloom toxin levels potentially offering additional socioeconomic benefits and public health protection in a variety of settings.

淡水蓝藻有害藻华(CHABs)是众所周知的全球公共健康威胁。目前,CHAB毒素的监测和早期检测是通过劳动密集型采样技术和随后的岸基分析来完成的,通常在样品采集24-48小时后报告结果。我们开发并实施了一种无人驾驶的自主移动采样分析系统,能够在小于 2 小时的时间内进行有针对性的原位毒素测量。表面等离子体共振(SPR)仪器与环境样品处理器(ESP)相结合,实现了颗粒相关蓝藻微囊藻毒素(pMC)的全自动检测和定量。该传感器-取样器系统与远程自动水下航行器(LRAUV)集成,并于 2021 年夏季部署在伊利湖西部进行实地试验。LRAUV 采用遥控方式,在 CHAB 内和邻近的选定位置采集样本。在为期 14 天的时间里,在 LRAUV 未恢复的情况下,对湖水进行了 16 次 pMC 测量,测量值从 0.09 微克/升到 0.55 微克/升不等。SPR/ESP/LRAUV 系统是对现有卫星、航空和人工采样 CHAB 调查技术的补充,可用于增强支持水华和毒性预测的预测模型。该系统还可扩展到淡水和海洋环境中其他藻类毒素的检测,其对水华毒素水平的近实时评估可在各种环境中提供额外的社会经济效益和公共健康保护。
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引用次数: 0
The Amazon River plume—a Lagrangian view 亚马逊河羽流--拉格朗日视角
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-05-31 DOI: 10.1002/lom3.10626
Joachim W. Dippner, Joseph P. Montoya, Ajit Subramaniam, Jacqueline Umbricht, Maren Voss

Hydrographic data, nutrient data and bulk rates of nitrate uptake and primary production were determined in the Amazon River plume (ARP) in the Western Tropical North Atlantic (WTNA) during three cruises in May 2018, June/July 2019, with RV Endeavor and April/May 2021 with RV Meteor. Using daily quasi-geostrophic surface velocity data from satellite observations, the geographical positions of the stations of observations were transformed onto Lagrangian coordinates to obtain a dynamically coherent and consistent spatial distribution. After the transformation, the observed surface salinity and temperature fields were consistent with the flow fields, the ARP formed a coherent structure and the retroflection of the North Brazil Current became visible. By transforming other surface variables such as nitrate concentration, photosynthetically available radiation, turbidity, bulk rates of nitrate uptake, and primary production onto Lagrangian coordinates, patterns became consistent with the physical variables at the surface. The use of “synchronous” fields as done here by transformation onto Lagrangian coordinates is essential for spatially structured analyses of data collected over tens of days in a highly dynamic region characterized by complex flow fields with low persistence such as the WTNA. Therefore, the use of the Lagrangian method provides a powerful tool for exploring spatial distributions of biologically relevant factors in regions with complex and dynamic flow patterns. These spatial distributions are qualitatively in agreement with satellite images of daily sea surface temperature and composites of monthly mean Chlorophyll a distributions.

在 2018 年 5 月、2019 年 6 月/7 月和 2021 年 4 月/5 月三次巡航期间,利用 RV Endeavor 和 RV Meteor 测定了西热带北大西洋(WTNA)亚马逊河羽流(ARP)的水文数据、营养物质数据以及硝酸盐吸收和初级生产的大量速率。利用卫星观测的日准地表速度数据,将观测站的地理位置转换为拉格朗日坐标,以获得动态连贯一致的空间分布。经过转换后,观测到的表层盐度和温度场与流场一致,ARP 形成了一个连贯的结构,北巴西洋流的逆转也变得清晰可见。通过将其他表层变量,如硝酸盐浓度、光合可利用辐射、浊度、硝酸盐的大量吸收率和初级生产量转化为拉格朗日坐标,模式变得与表层物理变量一致。在像 WTNA 这样以持续性低的复杂流场为特征的高动态区域,通过将数据转换到拉格朗日坐标来使用 "同步 "场,对于对数十天收集的数据进行空间结构分析至关重要。因此,拉格朗日方法的使用为探索具有复杂动态流动模式区域的生物相关因子的空间分布提供了有力的工具。这些空间分布与每天海面温度的卫星图像和每月平均叶绿素 a 分布的合成图在质量上是一致的。
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引用次数: 0
Estimating ethanol correction factors for δ13C and δ15N isotopic signatures of freshwater zooplankton from multiple lakes 估算多个湖泊淡水浮游动物的 δ13C 和 δ15N 同位素特征的乙醇校正因子
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-05-28 DOI: 10.1002/lom3.10623
Tristan Blechinger, Denver Link, Jenna K.R. Nelson, Gretchen J.A. Hansen

In freshwater systems, δ13C and δ15N stable isotopes can be used to differentiate between pelagic and littoral energy sources and to quantify trophic position. In these ecosystems, crustacean zooplankton are frequently used to characterize the pelagic baseline. Zooplankton samples are often preserved prior to processing and analysis, which can affect isotopic signatures. Variability in preservation effects across studies make it difficult to determine if and how to correct for preservation effects. Here, we develop a correction factor for ethanol preservation and present a flexible statistical method that can be updated with additional data to increase its applicability. We collected zooplankton from five lakes in Minnesota, USA encompassing wide isotopic ranges (δ13C from −37.23‰ to −23.96‰; δ15N from 3.07‰ to 14.44‰). Changes in zooplankton δ13C and δ15N signatures were quantified using a Bayesian hierarchical model predicting fresh values from ethanol-preserved values. Ethanol preservation increased δ13C by a factor of 1.158 (95% CI 0.866–1.441) and had a negligible effect on δ15N (slope = 1.077; 95% CI 0.833–1.359). Lake-specific values did not differ from the overall relationship. K-fold and leave-one-out cross validation tests verified that both models were accurate; RMSE of predicted δ13C = 0.701 and RMSE of predicted δ15N = 0.590. Our correction factors could be applied to other systems in which baseline δ13C and δ15N values fall within the range of our study, and this approach also enables the inclusion of data from additional lakes to estimate new corrections.

在淡水系统中,δ13C 和 δ15N稳定同位素可用于区分浮游和沿岸的能量来源,并量化营养位置。在这些生态系统中,甲壳类浮游动物经常被用来描述浮游基线的特征。浮游动物样本在处理和分析前通常要进行保存,这会影响同位素特征。不同研究的保存效果存在差异,因此很难确定是否以及如何校正保存效果。在此,我们开发了一种乙醇保存校正因子,并提出了一种灵活的统计方法,该方法可根据更多数据进行更新,以提高其适用性。我们从美国明尼苏达州的五个湖泊中采集了浮游动物,其同位素范围很广(δ13C 从 -37.23‰ 到 -23.96‰;δ15N 从 3.07‰ 到 14.44‰)。浮游动物δ13C和δ15N特征的变化是利用贝叶斯分层模型从乙醇保存值预测新鲜值进行量化的。乙醇保存使 δ13C 增加了 1.158 倍(95% CI 0.866-1.441),对 δ15N 的影响微乎其微(斜率 = 1.077;95% CI 0.833-1.359)。特定湖泊的数值与总体关系没有差异。K-fold 和 leave-one-out 交叉验证测试验证了这两个模型的准确性;预测 δ13C 的 RMSE = 0.701,预测 δ15N 的 RMSE = 0.590。我们的校正因子可应用于基线 δ13C 和 δ15N 值在我们的研究范围内的其他系统,而且这种方法还可以纳入其他湖泊的数据,以估算新的校正因子。
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引用次数: 0
Lab on a Secchi disk: A prototype open-source profiling package for low-cost monitoring in aquatic environments Secchi 盘上的实验室用于低成本监测水生环境的开源剖面分析软件包原型
IF 2.1 3区 地球科学 Q2 LIMNOLOGY Pub Date : 2024-05-22 DOI: 10.1002/lom3.10624
Robert J. W. Brewin, Thomas G. Brewin, Philip J. Bresnahan, Keiley Davis, Xuerong Sun, Nicola Wilson, Lars Brunner, Giorgio Dall'Olmo

Owing to the high cost of commercial optical sensors, there is a need to develop low-cost optical sensing packages to expand monitoring of aquatic environments, particularly in under-resourced regions. Visual methods to monitor the optical properties of water, like the Secchi disk and Forel-Ule color scale, remain in use in the modern era owing to their simplicity, low-cost and long history of use. Yet, recent years have seen advances in low-cost, electronic-based optical sensing. Here, the designs of a miniaturized hand-held device (mini-Secchi disk) that measures the Secchi depth and Forel-Ule color are updated. We then extend the device by integrating a small electronic sensing package (Arduino-based) into the Secchi disk, for vertical profiling, combining historic and modern methods for monitoring the optical properties of water into a single, low-cost sensing device, that measures positioning (GPS), light spectra, temperature, and pressure. It is charged and transfers data wirelessly, is encased in epoxy resin, and can be used to derive vertical profiles of spectral light attenuation and temperature, in addition to Secchi depth and Forel-Ule color. We present data from a series of deployments of the package, compare its performance with commercially available instruments, and demonstrate its use for validation of satellite remotely sensed data. Our designs are made openly available to promote community-based development and have potential in communicating and teaching science, participatory science, and low-cost monitoring of aquatic environments.

由于商用光学传感器成本高昂,有必要开发低成本的光学传感成套设备,以扩大对水生环境的监测,尤其是在资源不足的地区。监测水体光学特性的目测方法,如塞奇盘(Secchi disk)和福尔-乌尔色标(Forel-Ule color scale),因其简单、成本低和使用历史悠久,在现代仍在使用。然而,近年来以电子为基础的低成本光学传感技术不断进步。在此,我们更新了测量塞基深度和福尔-乌尔颜色的微型手持设备(迷你塞基盘)的设计。然后,我们将一个小型电子传感软件包(基于 Arduino)集成到 Secchi 盘中,对该设备进行扩展,用于垂直剖面测量,将历史和现代监测水体光学特性的方法结合到一个单一的低成本传感设备中,测量定位(全球定位系统)、光光谱、温度和压力。它可以充电和无线传输数据,用环氧树脂封装,除了 Secchi 深度和 Forel-Ule 颜色外,还可用于获取光谱光衰减和温度的垂直剖面图。我们介绍了该仪器包的一系列部署数据,将其性能与市售仪器进行了比较,并展示了其在验证卫星遥感数据方面的用途。我们的设计可公开使用,以促进社区发展,在科学交流和教学、参与式科学和低成本水生环境监测方面具有潜力。
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引用次数: 0
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Limnology and Oceanography: Methods
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