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The Influence of River Plume Discharge and Winds on Sediment Transport into a Coastal Mangrove Environment 河流羽流和风对沉积物迁移到沿海红树林环境的影响
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-07 DOI: 10.1007/s12237-024-01367-2
Hemanth Vundavilli, Julia C. Mullarney, Iain T. MacDonald

We investigate how the physical forcing factors of river discharge and winds affect sediment delivery to, and retention within, mangrove-lined coastal regions. We use an idealized numerical model, broadly similar to the Firth of Thames deltaic system in New Zealand, to isolate and explore the underlying processes without some of the complexities of the real system. Total sediment transport and the relative contributions of riverine and bed-sourced sediment into the forest are assessed using a transect along the edge of the forest region. The model results demonstrate that both river discharge and winds alter the distribution of sediment transport, and that the spatial patterns relate to different regions of the river plume. At the river mouth (the near-field region), irrespective of the discharge employed, sediment fluxes are directed into the mangrove forest, indicating an accretionary environment consistent with satellite observations. Here, contributions from the riverine and bed-sourced sediments are similar. For small to medium discharge scenarios (up to (sim) 280 m(^{3}) s(^{-1}), flow speeds (sim) 0.6 m s(^{-1})), mass loads increase with river discharge. However, in the case of large discharge events, the high momentum in the near-field region allows the river plume to effectively transport sediment through the full width of forested region and out of the forest front. In the mid- and far-field regions of the plume, tidal influences also play a stronger role. Suspended sediment is primarily composed of bed-sourced material and transported out of the forest. Weaker winds are found to affect the far- and mid-field regions of the river plume. Stronger winds are able to reshape the entire plume structure, also including the near-field, such that sediment deposition is enhanced when winds are directed towards the forest.

我们研究了河流排水量和风等物理驱动因素如何影响沉积物向红树林沿岸地区的输 送和滞留。我们使用了一个与新西兰泰晤士河三角洲系统大致相似的理想化数值模型,在不考虑实际系统的某些复杂性的情况下,对基本过程进行了分离和探索。利用沿森林区域边缘的横断面,评估了沉积物迁移总量以及河流和河床沉积物对森林的相对贡献。模型结果表明,河流排水量和风都会改变沉积物迁移的分布,而且空间模式与河流羽流的不同区域有关。在河口(近场区域),无论采用哪种排水方式,泥沙通量都会进入红树林,这表明这里的环境与卫星观测结果一致。在这里,来自河流和河床的沉积物的贡献是相似的。对于小到中等排水量的情况(最多 280 m(^{3})s(^{-1}),流速为 0.6 m s(^{-1})),质量负荷随着河流排水量的增加而增加。然而,在大排水量事件中,近场区域的高动量使得河流羽流能够有效地将沉积物运过森林区域的整个宽度,并运出森林前沿。在河流羽流的中场和远场区域,潮汐的影响也发挥着更大的作用。悬浮沉积物主要由床源物质组成,并被运出森林。较弱的风会影响河流羽流的远场和中场区域。强风能够重塑整个羽流结构,也包括近场,因此当风向吹向森林时,沉积物沉积会增强。
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引用次数: 0
Microtopographic Variation as a Potential Early Indicator of Ecosystem State Change and Vulnerability in Salt Marshes 作为盐沼生态系统状态变化和脆弱性潜在早期指标的微地形变化
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-03 DOI: 10.1007/s12237-024-01368-1
Alexander J. Smith, Glenn R. Guntenspergen, Joel A. Carr, David C. Walters, Matthew L. Kirwan

As global climate change alters the magnitude and rates of environmental stressors, predicting the extent of ecosystem degradation driven by these rapidly changing conditions becomes increasingly urgent. At the landscape scale, disturbances and stressors can increase spatial variability and heterogeneity — indicators that can serve as potential early warnings of declining ecosystem resilience. Increased spatial variability in salt marshes at the landscape scale has been used to quantify the propagation of ponding in salt marsh interiors, but ponding at the landscape scale follows a state change rather than predicts it. Here, we suggest a novel application of commonly collected surface elevation table (SET) data and explore millimeter-scale marsh surface microtopography as a potential early indicator of ecosystem transition. We find an increase in spatial variability using multiple metrics of microtopographic heterogeneity in vulnerable salt marsh communities across the North American Atlantic seaboard. Increasing microtopographic heterogeneity in vulnerable salt marshes mirrored increasing trends in variance when a tipping point is approached in other alternative stable state systems — indicating that early warning signals of marsh drowning and ecosystem transition are observable at small-spatial scales prior to runaway ecosystem degradation. Congruence between traditional and novel metrics of marsh vulnerability suggests that microtopographic metrics can be used to identify hidden vulnerability before widespread marsh degradation. This novel analysis can be easily applied to existing SET records expanding the traditional focus on vertical change to additionally encapsulate lateral processes.

随着全球气候变化改变了环境压力因素的强度和速率,预测这些快速变化的条件所导致的生态系统退化程度变得日益紧迫。在景观尺度上,干扰和压力因素会增加空间变异性和异质性--这些指标可作为生态系统恢复能力下降的潜在预警。盐沼在景观尺度上的空间变异性增加已被用于量化盐沼内部池塘化的传播,但景观尺度上的池塘化是跟随状态变化而发生的,而不是预测状态变化。在此,我们建议对通常收集的地表高程表(SET)数据进行新的应用,并探索毫米尺度的沼泽表面微地形作为生态系统过渡的潜在早期指标。我们发现,在北美大西洋沿岸的脆弱盐沼群落中,微地形异质性的多个指标的空间变异性都在增加。脆弱盐沼中微地形异质性的增加反映了其他替代稳定状态系统中临界点临近时方差的增加趋势--这表明在生态系统失控退化之前,可以在小空间尺度上观察到沼泽淹没和生态系统过渡的早期预警信号。沼泽脆弱性的传统指标和新指标之间的一致性表明,微地形指标可用于在沼泽普遍退化之前识别隐藏的脆弱性。这种新颖的分析方法可以很容易地应用于现有的 SET 记录,将传统的垂直变化扩展到横向过程。
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引用次数: 0
Invertebrate Responses to Large- and Small-Scale Drivers in Coastal Phragmites australis Beds in the Northern Baltic Sea 无脊椎动物对波罗的海北部沿海葭藻床大尺度和小尺度驱动因素的反应
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-03 DOI: 10.1007/s12237-024-01360-9
Floriaan Eveleens Maarse, Karine Gagnon, Martin Snickars, Sonja Salovius-Laurén

Phragmites australis is a common helophyte, covering much of the sheltered and shallow soft bottoms along the coasts of the Baltic Sea. Despite the expansion of P. australis over the past decades, there is little information on aquatic macroinvertebrates within P. australis beds. In this study, we examined the effect of large-scale (wave exposure, nutrients) and small-scale (distance from the seaward edge, live and dead stalk density, epiphyte and rhizome biomass) drivers on the density, taxa richness, diversity, and community structure of epifauna and infauna in monospecific P. australis beds around the Åland Islands and the Archipelago Sea. We found that higher wave exposure and nutrient levels generally supported higher epi- and infauna abundance and taxa richness. The effects on Shannon–Wiener diversity were less evident apart from an increase of the infauna diversity in the Archipelago Sea with increasing nutrient levels. On a local scale, the distance from the seaward edge, live and dead stalk density, and epiphyte biomass had varying effects on both epi- and infauna communities in the different regions. Rhizome biomass had no effect on either the epi- or infauna abundance, taxa richness, or diversity. Furthermore, according to existing studies, other habitats, e.g., Zostera marina meadows, Fucus vesiculosus belts, and vegetated soft-bottomed shallow bays, are generally characterized by more abundant fauna, except for the infauna, which had a higher density in P. australis beds than in vegetated soft-bottomed shallow bays. P. australis are a widespread, expanding, and understudied habitat with an important role in supporting coastal biodiversity.

葭藻是一种常见的螺旋藻,覆盖了波罗的海沿岸大部分有遮蔽物的浅水软底。尽管在过去的几十年中苇草的面积不断扩大,但有关苇草床内水生大型无脊椎动物的信息却很少。在这项研究中,我们考察了大尺度(波浪暴露、营养物质)和小尺度(距离海边的距离、活茎和死茎密度、附生植物和根茎生物量)驱动因素对奥兰群岛和群岛海附近单种奥氏藻床中表栖动物和底栖动物的密度、分类群丰富度、多样性和群落结构的影响。我们发现,较高的波浪暴露度和营养水平通常支持较高的表栖动物和底栖动物丰度和类群丰富度。对香农-维纳多样性的影响并不明显,但随着营养水平的提高,群岛海的底栖生物多样性有所增加。在局部范围内,距离海边的距离、活茎和枯茎密度以及附生植物生物量对不同地区的表栖生物和底栖生物群落有不同的影响。根茎生物量对表、底栖生物的丰度、类群丰富度或多样性均无影响。此外,根据现有研究,其他栖息地(如 Zostera marina 草甸、Fucus vesiculosus 带和植被丰富的软底浅湾)的动物群落通常更为丰富,只有次生动物群落除外,它们在 P. australis 床中的密度高于植被丰富的软底浅湾。这些研究结果表明,藻华是一种广泛存在、不断扩大和研究不足的生境,在支持沿岸生物多 样性方面发挥着重要作用。
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引用次数: 0
Enhancing Assessments of Coastal Wetland Migration Potential with Sea-level Rise: Accounting for Uncertainty in Elevation Data, Tidal Data, and Future Water Levels 加强海平面上升对沿海湿地迁移潜力的评估:考虑海拔数据、潮汐数据和未来水位的不确定性
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-03 DOI: 10.1007/s12237-024-01363-6
Nicholas M. Enwright, Michael J. Osland, Hana R. Thurman, Claire E. McHenry, William C. Vervaeke, Brett A. Patton, Davina L. Passeri, Jason M. Stoker, Richard H. Day, Bethanie M. Simons

Sea-level rise rates are predicted to surpass rates of wetland vertical adjustment in the coming decades in many areas, increasing the potential for wetland submergence. Information on where wetland migration is possible can help natural resource managers for planning land acquisition or enhancing habitat connectivity to bolster adaptation of coastal wetlands to rising seas. Elevation-based models of wetland migration are often hampered with uncertainty associated with ground surface elevation, current water levels (i.e., tides and extreme water levels), and future water levels from sea-level rise. Here, we developed an approach that involved digital elevation model error reduction and the use of Monte Carlo simulations that utilize uncertainty assumptions regarding elevation error, contemporary water levels, and future sea levels to identify potential wetland migration areas. Our analyses were developed for Duvall and Nassau Counties in northeastern Florida (USA). We focus on the migration of regularly oceanic-flooded wetlands (i.e., flooded by oceanic water daily) and irregularly oceanic-flooded wetlands (i.e., flooded by oceanic water less frequently than daily). For two relative sea-level rise scenarios based on the 0.5 m and the 1.5 m global mean sea-level rise scenarios, we quantified migration by wetland flooding frequency class and identified land cover and land use types that are vulnerable to future exposure to oceanic waters. The variability in total coverage and relative coverage of wetland migration from our results highlights how topography and accelerated sea-level rise interact. Our wetland migration results communicate uncertainty by showing flooding frequency class as probabilistic outputs.

据预测,在未来几十年中,许多地区的海平面上升速度将超过湿地垂直调整速度,从而增加湿地被淹没的可能性。有关湿地迁移可能性的信息可帮助自然资源管理者规划土地征用或加强栖息地的连通性,以促进沿海湿地对海平面上升的适应。基于海拔高度的湿地迁移模型通常受到与地表高程、当前水位(即潮汐和极端水位)以及海平面上升带来的未来水位相关的不确定性的影响。在此,我们开发了一种方法,包括减少数字高程模型误差和使用蒙特卡罗模拟,利用有关高程误差、当前水位和未来海平面的不确定性假设来确定潜在的湿地迁移区域。我们对美国佛罗里达州东北部的杜瓦尔县和拿骚县进行了分析。我们重点研究了定期被海洋淹没的湿地(即每天都被海水淹没)和不定期被海洋淹没的湿地(即被海水淹没的频率低于每天一次)的迁移问题。对于基于 0.5 米和 1.5 米全球平均海平面上升情景的两种相对海平面上升情景,我们按湿地淹没频率等级对迁移进行了量化,并确定了未来易受海水影响的土地覆被和土地利用类型。从我们的结果来看,湿地迁移的总覆盖范围和相对覆盖范围的变化突出表明了地形与海平面加速上升之间的相互作用。我们的湿地迁移结果将洪水频率等级显示为概率输出,从而传达了不确定性。
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引用次数: 0
Urbanization of a Subtropical Island (Okinawa, Japan) Alters Physicochemical Characteristics and Disrupts Microbial Community Dynamics in Nearshore Ecosystems 亚热带岛屿(日本冲绳)的城市化改变了近岸生态系统的物理化学特征并扰乱了微生物群落动力学
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-31 DOI: 10.1007/s12237-024-01366-3
Margaret Mars Brisbin, Kenneth L. Dudley, Yoshitaka Yonashiro, Satoshi Mitarai, Angela Ares

Subtropical and tropical islands are undergoing rapid urbanization as the human population expands globally. Urbanization disrupts coastal ecosystems through several pathways—including the replacement of natural habitats with concrete structures that increase runoff pollution—but it remains difficult to isolate and characterize specific impacts of urbanization on marine ecosystems. The historical gradient in urbanization on the subtropical island of Okinawa, Japan, sets up a natural laboratory to study urbanization effects on nearshore ecosystems. Physicochemical parameters and bacterial community composition were assessed every 2 weeks for 1 year at two nearshore sites adjacent to watersheds with > 70% urban land use and two nearshore sites adjacent to watersheds with > 70% rural land use. Urbanization increased freshwater input and nutrient loading—indicated by decreased salinity and elevated nitrate + nitrite, ammonium, and phosphate at urban sites—despite the urban sites being more open to flushing due to land reclamation projects filling in the coral lagoon. Urbanization significantly altered microbial community composition by increasing diversity through the addition of fecal indicator and pathogenic bacteria—eight orders of bacteria were only detected in urban samples, whereas only Verrucomicrobiales was unique to rural samples. The change in microbial community composition at urban sites persisted throughout the seasonal cycle, suggesting a regime change or sustained disturbance. The altered physicochemical conditions and microbial communities at urban sites could degrade nearby coral reefs and their ecosystem services, highlighting the importance of coastal land management in marine conservation efforts.

随着全球人口的增长,亚热带和热带岛屿正在迅速城市化。城市化通过多种途径破坏沿海生态系统,包括用增加径流污染的混凝土结构取代自然栖息地,但仍难以分离和描述城市化对海洋生态系统的具体影响。日本冲绳这个亚热带岛屿上城市化的历史梯度为研究城市化对近岸生态系统的影响提供了一个天然实验室。在毗邻城市用地占 70% 的流域的两个近岸地点和毗邻农村用地占 70% 的流域的两个近岸地点,每两周对理化参数和细菌群落组成进行一次评估,为期一年。城市化增加了淡水输入和营养负荷--表现为城市地点的盐度降低,硝酸盐+亚硝酸盐、氨氮和磷酸盐升高--尽管城市地点由于填海造地工程填平了珊瑚礁湖而更容易受到冲刷。城市化极大地改变了微生物群落的组成,通过增加粪便指示菌和致病菌来提高多样性--城市样本中只检测到 8 个种类的细菌,而农村样本中只检测到 Verrucomicrobiales。城市样本中微生物群落组成的变化在整个季节周期中持续存在,这表明存在制度变化或持续干扰。城市地点理化条件和微生物群落的改变可能会使附近的珊瑚礁及其生态系统服务退化,这凸显了沿海土地管理在海洋保护工作中的重要性。
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引用次数: 0
An Earthen Sill as a Measure to Mitigate Salt Intrusion in Estuaries 土墩作为减轻河口盐分入侵的措施
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-28 DOI: 10.1007/s12237-024-01359-2
Gijs G. Hendrickx, Laura A. Manuel, Stuart G. Pearson, Stefan G. J. Aarninkhof, Ehab A. Meselhe

At a global scale, deltas are vital economic hubs, in part due to the combination of their access to inland regions via river systems with their proximity to sea. However, with the sea in close vicinity also comes the threat of freshwater contamination by saline seawater, especially during droughts. This study explores the potential of a mitigation measure to estuarine salt intrusion, namely the construction of a (temporary) earthen sill—a measure implemented in the Lower Mississippi River near New Orleans (LA, USA). This study suggests design guidelines on how a sill can be used to mitigate estuarine salt intrusion: the design should focus on the longitudinal placement and the height of the sill, and the mitigating efficiency of the sill reduces with increasing tidal range. Overall, a (temporary) sill has great potential to reduce salt intrusion in salt wedge estuaries if there is sufficient water depth available.

在全球范围内,三角洲是重要的经济枢纽,部分原因是三角洲通过河流系统与内陆地区相连,同时又靠近海洋。然而,近海也带来了淡水被含盐海水污染的威胁,尤其是在干旱期间。本研究探讨了缓解河口盐入侵的潜在措施,即建造(临时)土围堰--美国洛杉矶新奥尔良附近密西西比河下游实施的一项措施。本研究就如何利用土墩缓解河口盐入侵提出了设计指南:设计重点应放在土墩的纵向布置和高度上,而且土墩的缓解效率会随着潮差的增加而降低。总体而言,如果有足够的水深,(临时)护岸在减少盐楔河口的盐入侵方面具有巨大潜力。
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引用次数: 0
Evaluating Hydrogeomorphic Condition Across Ecosystem States in a Non-tidal, Brackish Peat Marsh of the Florida Coastal Everglades, USA 评估美国佛罗里达州沿海大沼泽地非潮汐、咸水泥炭沼泽中不同生态系统状态下的水文地质状况
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-25 DOI: 10.1007/s12237-024-01364-5
Lukas Lamb-Wotton, Tiffany G. Troxler, Carlos Coronado-Molina, Stephen E. Davis, Daniel Gann, Khandker S. Ishtiaq, Sparkle L. Malone, Paulo Olivas, David T. Rudnick, Fred H. Sklar

Emergent marsh and open water have been identified as alternate stable states in tidal marshes with large, relative differences in hydrogeomorphic conditions. In the Florida coastal Everglades, concern has been raised regarding the loss of non-tidal, coastal peat marsh via dieback of emergent vegetation and peat collapse. To aid in the identification of alternate stable states, our objective was to characterize the variability of hydrogeomorphic and biologic conditions using a field survey and long-term monitoring of hydrologic and geomorphic conditions across a range of vegetated (emergent, submerged) and unvegetated (open water) communities, which we refer to as “ecosystem states,” in a non-tidal, brackish peat marsh of the coastal Everglades. Results show (1) linear relationships among field-surveyed geomorphic, hydrologic, and biologic variables, with a 35-cm mean difference in soil surface elevation between emergent and open water states, (2) an overall decline in soil elevation in the submerged state that was related to cumulative dry days, and (3) a 2× increase in porewater salinity during the dry season in the emergent state that was also related to the number of dry days. Coupled with findings from previous experiments, we propose a conceptual model that describes how seasonal hydrologic variability may lead to ecosystem state transitions between emergent and open water alternate states. Since vegetative states are only moderately salt tolerant, as sea-level rise pushes the saltwater front inland, the importance of continued progress on Everglades restoration projects, with an aim to increase the volume of freshwater being delivered to coastal wetlands, is the primary management intervention available to mitigate salinization and slow ecosystem state shifts in non-tidal, brackish peat marshes.

新生沼泽和开阔水域已被确定为潮汐沼泽的交替稳定状态,水文地质条件相对差异较大。在佛罗里达沿岸的大沼泽地,人们担心非潮汐的沿岸泥炭沼泽会因新生植被枯萎和泥炭塌陷而消失。为了帮助确定替代稳定状态,我们的目标是通过实地调查和长期监测大沼泽地沿岸非潮汐咸水泥炭沼泽的一系列植被(挺水、沉水)和无植被(开阔水域)群落(我们称之为 "生态系统状态")的水文地质和生物条件的变化特征。结果表明:(1) 实地调查的地貌、水文和生物变量之间存在线性关系,出露状态和开阔水域状态之间的土壤表面高程平均相差 35 厘米;(2) 沉水状态下土壤高程的整体下降与累计干旱天数有关;(3) 出露状态下旱季孔隙水盐度增加 2 倍,这也与干旱天数有关。结合之前的实验结果,我们提出了一个概念模型,描述了季节性水文变化如何导致生态系统在新生状态和开放水域交替状态之间的状态转换。由于植被状态只有适度的耐盐性,随着海平面上升将咸水前沿推向内陆,继续推进大沼泽地恢复项目以增加输送到沿海湿地的淡水量非常重要,这是缓解盐碱化和减缓非潮汐咸水泥炭沼泽生态系统状态转变的主要管理干预措施。
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引用次数: 0
Integrated Assessment of Coastal Vulnerability in the Bonny Bay: A Combination of Traditional Methods (Simple and AHP) and Machine Learning Approach 邦尼湾海岸脆弱性综合评估:传统方法(简单和 AHP)与机器学习方法的结合
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-25 DOI: 10.1007/s12237-024-01362-7
Njutapvoui F. Nourdi, Onguene Raphael, Mohammed Achab, Yap Loudi, Jean-Paul Rudant, Tomedi E. Minette, Pouwédéou Kambia, Ntonga Jean Claude, Ntchantcho Romaric

The coast of Cameroon, located at the bottom of the Gulf of Guinea, is confronted with coastal hazards whose magnitude, distribution, and consequences are currently largely underestimated if not poorly understood. This study aims to fill this gap by proposing an integrated approach to coastal vulnerability assessment, combining simple traditional methods, multicriteria AHP (analytic hierarchy process) analysis, and machine learning techniques. Using geospatial data, field observations, and numerical models, we assessed the 402-km Cameroon coastline, taking into account interactions between physical, geological, and socio-economic factors. The results highlight geomorphology, slope, coastal erosion, and population density as the main contributors to vulnerability. The Integrated Coastal Vulnerability Index (IVCI) calculated by the simple method shows variable levels of vulnerability, with a predominance of “very low” and “low” in the northern sectors (S1 = 58%, S2 = 99%, and S3 = 87%) and “high” and “very high” in the south (S4 = 58% and S5 = 61%). The AHP method reveals a more balanced distribution of vulnerability levels, highlighting a sector (S3 = 96%) at “very strong” and “strong” risk. The application of six machine learning algorithms shows good predictive capabilities for ICVI, with the exception of the support vector machine (SVM). The artificial neural network (ANN) algorithm stands out for its superior accuracy, with an F-score of 0.9, ability to explain data variance (R = 0.95), accurate predictions (RMSE = 0.2), and excellent ability to distinguish classes (kappa coefficient of 0.9 and ROC AUC of 0.9). This study emphasizes the magnitude and complexity of interactions as indicators of the susceptibility of coastal populations to vulnerability.

位于几内亚湾底部的喀麦隆沿海地区面临着各种沿海灾害,目前对这些灾害的规模、分布和后果即使不是知之甚少,也大多估计不足。本研究旨在通过提出一种海岸脆弱性评估的综合方法,将简单的传统方法、多标准 AHP(层次分析法)分析和机器学习技术结合起来,填补这一空白。利用地理空间数据、实地观测和数值模型,我们对喀麦隆 402 公里长的海岸线进行了评估,同时考虑了物理、地质和社会经济因素之间的相互作用。评估结果表明,地貌、坡度、海岸侵蚀和人口密度是造成海岸脆弱性的主要因素。用简单方法计算出的海岸脆弱性综合指数(IVCI)显示出不同程度的脆弱性,北部地区以 "非常低 "和 "低 "为主(S1 = 58%,S2 = 99%,S3 = 87%),南部地区以 "高 "和 "非常高 "为主(S4 = 58%,S5 = 61%)。AHP 方法显示了更均衡的脆弱性水平分布,突出了一个处于 "非常高 "和 "高 "风险的部门(S3 = 96%)。除支持向量机(SVM)外,六种机器学习算法的应用显示出对 ICVI 的良好预测能力。人工神经网络(ANN)算法因其卓越的准确性而脱颖而出,其 F 分数为 0.9,能够解释数据方差(R = 0.95),预测准确(RMSE = 0.2),并且具有出色的类别区分能力(卡帕系数为 0.9,ROC AUC 为 0.9)。这项研究强调了相互作用作为沿海居民易受脆弱性影响指标的程度和复杂性。
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引用次数: 0
Characterizing Spatial and Temporal Trends in Net Sediment Accumulation in Seagrass Meadows 表征海草草甸净沉积物累积的时空趋势
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-18 DOI: 10.1007/s12237-024-01365-4
Katherine A. Haviland, R. W. Howarth, M. Hayn, A. E. Giblin

Seagrass meadows are known as hot spots for carbon accumulation, but there is limited field data on the variability of sediment accumulation across time and space. We developed a method to assess spatial and temporal heterogeneity in net sediment accumulation in seagrass meadows using small, inexpensive samplers, allowing for over 200 unique measurements across multiple transects within our study site. Using this method, we assessed sediment accumulation across seagrass meadow edges, and in varying weather conditions. We found the greatest accumulation of sediment 5 m outside of seagrass meadow edges, with sediment accumulation rates averaging just under 100 g m−2 day−1, though rates were highly variable. Carbon accumulation from settled sediment was generally greater outside of seagrass meadow edges than within the bed, especially at sites undergoing recent expansion. Measurements made during tropical storms showed both scouring of sediment away from sites, and increased accumulation, depending on site properties as well as individual tropical storm characteristics. In the storm that had a measurable storm surge, scouring of sediment was a more dominant mechanism, whereas deposition dominated in the storm that had high winds but no associated storm surge. Our data demonstrate the necessity of including measurements that characterize both spatial and meteorological variability to develop a more holistic understanding of the movement of sediment and particulate organic carbon associated with seagrass meadows, especially as meadow area becomes increasingly fragmented with human activity and global change.

众所周知,海草草甸是碳积累的热点地区,但有关沉积物积累在时间和空间上的变化的实地数据却很有限。我们开发了一种方法,利用小型、廉价的取样器来评估海草草甸净沉积物积累的时空异质性,在研究地点的多个横断面上进行了 200 多次独特的测量。利用这种方法,我们评估了不同天气条件下海草草甸边缘的沉积物累积情况。我们发现,海草草甸边缘外 5 米处的沉积物积累量最大,沉积物积累率平均略低于 100 克/平方米-日-1,但变化很大。海草草甸边缘外沉积物的碳累积量通常大于草床内,尤其是在最近发生扩张的地点。在热带风暴期间进行的测量显示,沉积物会被冲刷出观测点,同时沉积物的累积量也会增加,这取决于观测点的特性以及热带风暴的个体特征。在有明显风暴潮的风暴中,泥沙冲刷是更主要的机制,而在有大风但无风暴潮的风暴中,沉积则占主导地位。我们的数据表明,为了更全面地了解与海草草甸相关的沉积物和微粒有机碳的运动情况,尤其是在草甸面积随着人类活动和全球变化而变得日益破碎的情况下,有必要对空间和气象变化特征进行测量。
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引用次数: 0
Environmental Influence on Feeding and Biodeposition Rates of Pacific Oysters (Crassostrea gigas) Throughout Its Culture Cycle in a Coastal Lagoon with Upwelling Influence 环境对受上升流影响的沿海泻湖中太平洋牡蛎(Crassostrea gigas)整个养殖周期的摄食和生物沉积率的影响
IF 2.7 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-04 DOI: 10.1007/s12237-024-01357-4
G. Samperio-Ramos, C. Vidal-Nieves, Z. García-Esquivel, S. Z. Herzka, J. M. Sandoval-Gil, V. F. Camacho-Ibar

Suspended oysters employ physiological strategies to adjust their metabolic needs with the available food resources. Using the biodeposition method, the feeding and processing behavior of Pacific oysters (Crassostrea gigas) was investigated with a field study comparing four periods (May, July, October, and December 2016) with different upwelling intensities in the coastal lagoon of San Quintin Bay (Mexico). We calculated physiological feeding responses throughout the culture cycle, including the clearance rate (CR), filtration rate (FR), net organic ingestion rate (NOIR), net organic absorption rate (NOAR), net organic selection efficiency, net absorption efficiency, and the ammonium excretion rate (AER). The dietary quality predictors showed large fluctuations in terms of total particulate material, organic fraction of seston, and chlorophyll concentration. Unlike the pumping activity, FR, NOIR, and NOAR were related to upwelling conditions, and C. gigas removed twofold, ingested fourfold, and assimilated fivefold more of the organic suspended material during the upwelling season compared with periods of weak upwelling. C. gigas showed the potential of depositing nearly twice the organic biodeposits to the sediments during the intense upwelling events. The highest AER was recorded in July and October, suggesting that seasonal temperature variation is the most important exogenous factor regulating nitrogen metabolism, even in a subtropical environment. Also, mechanistic models incorporating dietary quality predictors to the feeding and processing response functions of C. gigas were performed. We conclude that coastal upwelling plays an important bottom-up control on oysters’ feeding and processing activity, and our results facilitate further studies of the carrying capacity of embayments influenced by eastern boundary current systems.

悬浮牡蛎采用生理策略,根据可用的食物资源调整其新陈代谢需求。利用生物沉积法,我们在圣金廷湾(墨西哥)沿海泻湖对四个不同上升流强度的时期(2016 年 5 月、7 月、10 月和 12 月)进行了实地研究,调查了太平洋牡蛎(Crassostrea gigas)的摄食和加工行为。我们计算了整个养殖周期的生理摄食反应,包括清除率(CR)、过滤率(FR)、净有机物摄取率(NOIR)、净有机物吸收率(NOAR)、净有机物选择效率、净吸收效率和氨排泄率(AER)。膳食质量预测因子在总颗粒物质、淤泥的有机成分和叶绿素浓度方面显示出较大的波动。与抽水活动不同的是,FR、NOIR 和 NOAR 与上升流条件有关,与上升流弱的时期相比,在上升流旺季,大吉藻去除的有机悬浮物质多 2 倍,摄取的多 4 倍,同化的多 5 倍。在强烈上升流活动期间,大菱鲆有可能向沉积物沉积近两倍的有机生物沉积物。7月和10月的AER最高,表明季节性温度变化是调节氮代谢的最重要外源因素,即使在亚热带环境中也是如此。此外,我们还建立了一个机理模型,将食物质量预测因子纳入到千头鳕的摄食和加工反应函数中。我们的结论是,沿岸上升流对牡蛎的摄食和加工活动起着重要的自下而上的控制作用,我们的研究结果有助于进一步研究受东部边界流系统影响的海湾的承载能力。
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引用次数: 0
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Estuaries and Coasts
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