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Complementing ERA5 and E-OBS with high-resolution river discharge over Europe 补充ERA5和E-OBS的高分辨率欧洲河流流量
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2022.07.003
Stefan Hagemann , Tobias Stacke

The 0.5° resolution of many global observational or quasi-observational datasets is not sufficient for the evaluation of current state-of-the-art regional climate models or the forcing of ocean model simulations over Europe. While higher resolved products are available for meteorological data, e.g. ERA5 reanalysis and the E-OBS vs 22 (EOBS22) datasets, they lack crucial information at the land-ocean boundary. ERA5 is frequently used to force regional climate models (RCMs) or ocean models and both datasets are commonly used as reference datasets for the evaluation of RCMs. Therefore, we extended both datasets with high-resolution river discharge for the period 1979–2018. On the one hand, our discharge data close the water cycle at the land-ocean interface so that the discharges can be used as lateral freshwater input for ocean models applied in the European region. On the other hand, the data can be used to identify trends in discharge that are induced by recent climate change as ERA5 and EOBS22 are rather independent datasets. The experimental setup to generate the discharges was chosen in a way that it could be easily adapted in a climate or Earth system modelling framework. Consequently, the recently developed 5 Min. horizontal resolution version of the hydrological discharge (HD) model was used to simulate discharge. It has already been applied in multiple climate modelling studies and is coupled within several global and regional Earth system models. As the HD model currently does not regard direct human impacts of the river runoff, it is well suited to investigate climate change-related discharge trends. In order to calculate the necessary gridded input fields for the HD model from ERA5 and EOBS22 data, we used the HydroPy global hydrological model. For both experiments, we found that the general behavior of discharge is captured well for many European rivers, which is consistent to earlier results. For the EOBS22 based discharges, a widespread low bias in simulated discharge occurs, which is likely caused by the missing undercatch correction in the underlying precipitation data. The analysis of trends over Southeastern Europe was hampered by missing data in EOBS22 after 2004. Using both experiments, we identified consistent trend patterns in various discharge statistics, with increases in low flow characteristics over Northern Europe and general drying trends over Central and Southern Europe. In summary, we introduced an experimental setup that is useful to generate high-resolution river runoff data consistent with the meteorological forcing for historical periods and future scenarios from any climate model data instead of having to rely on observed time series.

许多全球观测或准观测数据集的0.5°分辨率不足以评估目前最先进的区域气候模式或海洋模式模拟对欧洲的强迫作用。虽然有更高分辨率的产品可用于气象数据,例如ERA5再分析和E-OBS vs 22 (EOBS22)数据集,但它们缺乏陆地-海洋边界的关键信息。ERA5经常用于强迫区域气候模式(RCMs)或海洋模式,这两个数据集通常用作评估RCMs的参考数据集。因此,我们用1979-2018年期间的高分辨率河流流量扩展了这两个数据集。一方面,我们的排放数据接近陆地-海洋界面的水循环,因此排放可以用作欧洲地区应用的海洋模式的侧向淡水输入。另一方面,由于ERA5和EOBS22是相当独立的数据集,这些数据可用于识别近期气候变化引起的排放趋势。产生排放的实验装置的选择方式可以很容易地适应气候或地球系统建模框架。因此,采用最近开发的5分钟水平分辨率水文流量(HD)模型来模拟流量。它已应用于多个气候模式研究,并与若干全球和区域地球系统模式相结合。由于HD模型目前没有考虑人类对河流径流的直接影响,因此它非常适合研究与气候变化有关的排放趋势。为了从ERA5和EOBS22数据中计算HD模型所需的网格化输入场,我们使用了HydroPy全球水文模型。在这两个实验中,我们发现许多欧洲河流的一般排放行为被很好地捕获,这与早期的结果是一致的。对于基于EOBS22的流量,模拟流量出现了广泛的低偏差,这可能是由于下垫降水数据中缺少捕获下校正造成的。2004年之后EOBS22的数据缺失阻碍了对东南欧趋势的分析。通过这两个实验,我们在各种流量统计数据中发现了一致的趋势模式,北欧的低流量特征增加,中欧和南欧的总体干燥趋势增加。总之,我们介绍了一个实验装置,它可以从任何气候模式数据中生成与历史时期和未来情景的气象强迫相一致的高分辨率河流径流数据,而不必依赖于观测到的时间序列。
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引用次数: 2
Seasonality and long-term trends of NDVI values in different land use types in the eastern part of the Baltic Sea basin 波罗的海盆地东部不同土地利用类型NDVI值的季节性和长期趋势
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2022.02.007
Laurynas Klimavičius, Egidijus Rimkus, Edvinas Stonevičius, Viktorija Mačiulytė

This study analyses changes in Normalized Difference Vegetation Index (NDVI) values in the eastern Baltic region. The main aim of the work is to evaluate changes in growing season indicators (onset, end time, time of maximum greenness and duration) and their relationship with meteorological conditions (air temperature and precipitation) in 1982–2015. NDVI seasonality and long-term trends were analysed for different types of land use: arable land, pastures, wetlands, mixed and coniferous forests. In the southwestern part of the study area, the growing season lasts longest, while in the northeast, the growing season is shorter on average by 10 weeks than in the other parts of the analysed territory. The air temperature in February and March is the most important factor determining the start of the growing season and the air temperature in September and October determines the end date of the growing season. Precipitation has a much smaller effect, especially at the beginning of the growing season. The effect of meteorological conditions on peak greenness is weak and, in most cases, statistically insignificant. At the end of the analysed period (1982–2015), the growing season started earlier and ended later (in both cases the changes were 3–4 weeks) than at the beginning of the study period. All these changes are statistically significant. The duration of the growing season increased by 6–7 weeks.

本研究分析了波罗的海东部地区归一化差异植被指数(NDVI)值的变化。这项工作的主要目的是评估1982-2015年生长季节指标(开始、结束时间、最大绿色时间和持续时间)的变化及其与气象条件(气温和降水量)的关系。分析了不同类型土地利用的NDVI季节性和长期趋势:耕地、牧场、湿地、混合林和针叶林。在研究区域的西南部,生长季节持续时间最长,而在东北部,生长季平均比分析区域的其他地区短10周。2月和3月的气温是决定生长季节开始的最重要因素,9月和10月的气温决定了生长季节的结束日期。降水的影响要小得多,尤其是在生长季节开始的时候。气象条件对峰值绿色度的影响较弱,在大多数情况下,在统计上不显著。在分析期结束时(1982-2015),生长季节比研究期开始时开始得更早,结束得较晚(在这两种情况下,变化都是3-4周)。所有这些变化都具有统计学意义。生长季节的持续时间增加了6-7周。
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引用次数: 0
The significance of sea-level change and ancient submerged landscapes in human dispersal and development: A geoarchaeological perspective 海平面变化和古代水下景观在人类扩散和发展中的意义:地质考古学的视角
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2021.10.002
Geoff Bailey , Hayley C. Cawthra

In this paper we highlight the impact of sea-level change on the archaeological record of key developments in human history that took place during the late Pleistocene and the early Holocene. Before modern sea level became established from ∼7 ka onwards, most palaeoshorelines and large areas of coastal hinterland were exposed as habitable land and then drowned again by sea-level rise. We summarise the archaeological implications of this pattern and the conditions in which archaeological and geoarchaeological evidence from these submerged landscapes is preserved despite the potentially destructive erosional impact of sea-level rise. We provide examples of palaeolandscape reconstruction made possible through multi-disciplinary collaboration between archaeology and marine science, drawing on recent underwater research in the North Sea, the Red Sea and on the Cape Coast of South Africa, and discuss evidence of past human responses to sea-level change. We identify the types of modelling procedures that need to be developed to advance this field of research, emphasise the importance of inter-disciplinary collaboration involving two-way exchange of ideas and information between archaeology and marine science, and highlight the value of a long-term perspective in understanding the present and future human impact of sea-level rise.

在本文中,我们强调海平面变化对人类历史上发生在晚更新世和全新世早期的关键发展的考古记录的影响。在现代海平面形成之前(约7 ka),大多数古海岸线和大面积的沿海腹地暴露为可居住的土地,然后又被海平面上升淹没。我们总结了这种模式的考古意义,以及在海平面上升的潜在破坏性侵蚀影响下,这些淹没景观的考古和地质考古证据得以保存的条件。我们提供了通过考古学和海洋科学之间的多学科合作使古景观重建成为可能的例子,借鉴了最近在北海、红海和南非海岸角的水下研究,并讨论了过去人类对海平面变化的反应的证据。我们确定了需要开发的建模程序类型,以推进这一研究领域的发展,强调跨学科合作的重要性,包括考古学和海洋科学之间的双向思想和信息交流,并强调了从长远角度理解海平面上升对当前和未来人类影响的价值。
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引用次数: 3
Photosynthetic signatures of microbial colonies covering submerged hard surfaces as novel trophic status indicators: Baltic Sea studies 覆盖水下坚硬表面的微生物群落的光合作用特征作为新的营养状态指标:波罗的海研究
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2022.04.004
Katarzyna Boniewicz-Szmyt , Maciej Grzegorczyk , Stanisław J. Pogorzelski , Paweł Rochowski

The study aimed to determine photosynthetic signatures, i.e. photosynthetic energy storage (ES) efficiency and photoacoustic spectra of pigment-containing biofilm communities attached to submerged solid substrates in relation to the temporal variability of the trophic state of natural water. Biofouling phenomenon signatures on artificial solid surfaces, deployed in the shallow Baltic Sea waters (Gulf of Gdańsk, Poland) for a specific period of time, were determined over a three-year period using improved photoacoustic spectroscopy apparatus based on closed cell geometry. Selected chemical parameters (oxygen, nitrogen and phosphorus concentrations) and biological productivity (primary production and Chlorophyll a; hereinafter abbreviated as Chl a) of the water body were obtained from the SatBałtyk System platform (http://satbaltyk.iopan.gda.pl) and used as comprehensive data. As a result, close cross-correlations between photosynthetic energy storage and PAS amplitude spectra and the seawater chemical parameters were demonstrated. As found, ES was negatively correlated with concentrations of biogenic elements (correlation coefficient R given in brackets): O (–0.67), P (–0.81), N (–0.76), and positively correlated with concentrations of Chl a (0.82) and primary production (0.39). As periphyton is believed to respond dynamically to water quality and environmental stresses, its photosynthetic system features can be used as novel, modern and robust indicators in marine bioassessment, in addition to traditional trophic state indices based on chemical analysis.

本研究旨在确定附着在水下固体基质上的含色素生物膜群落的光合特征,即光合能量储存(ES)效率和光声光谱与天然水营养状态时间变化的关系。在波罗的海浅海水域(Gdańsk湾,波兰)部署了一段特定时间的人造固体表面上的生物污垢现象特征,使用基于封闭细胞几何结构的改进光声光谱设备,在三年的时间内进行了测定。选定的化学参数(氧、氮和磷浓度)和生物生产力(初级产量和叶绿素a;(以下简称Chl a),从SatBałtyk系统平台(http://satbaltyk.iopan.gda.pl)获取,作为综合数据。结果表明,光合蓄能和PAS振幅谱与海水化学参数之间存在密切的相互关系。结果表明,ES与生物源元素浓度(相关系数R见括号)O(-0.67)、P(-0.81)、N(-0.76)呈负相关,与Chl a(0.82)和初级产量(0.39)呈正相关。由于周围植物对水质和环境胁迫的动态响应,其光合系统特征可以作为海洋生物评价中除了传统的基于化学分析的营养状态指标之外的新颖、现代和稳健的指标。
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引用次数: 1
Nearshore sandbar switching episodes and their relationship with coastal erosion at the Curonian Spit, Baltic Sea 波罗的海库尔斯沙嘴近岸沙洲转换事件及其与海岸侵蚀的关系
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2021.11.004
Rasa Janušaitė , Darius Jarmalavičius , Donatas Pupienis , Gintautas Žilinskas , Laurynas Jukna

The longshore realignment of nearshore sandbars is a morphodynamic phenomenon of multiple sandbar systems that has been known about for several decades. However, it is unknown how switching-related nearshore changes influence the evolution of subaerial beaches. This study aims to define the relationship between sandbar switching episodes and the dynamic state of the beach-foredune system along the Curonian Spit coast (Baltic Sea) using decadal satellite-derived and beach profiling data. To define this connection, sandbar switching locations, sandbar cross-shore positions, shoreline positions, and sand volume changes in the beach-foredune system were assessed on interannual and storm-related time scales. Twenty-seven sandbar switching episodes were observed with an average duration of 14.3 months. Most of the switching episodes occurred at preferred locations, coinciding with breaking points of different shoreline orientations where oblique waves and longshore currents prevailed. Shoreline retreat at an average rate of –14.2 m was observed within most of the sandbar switching zones. During major storm events, the average rate of erosion within the sandbar switching zones was significantly higher than the rate outside them. On an interannual time scale, a moderate average rate of erosion was observed within the sandbar switching zones compared to a small accretion rate outside them. Additional case studies of coastal evolution within the switching zones indicated well-correlated rates of switching-determined outer sandbar positions, shoreline positions, and sand volume on the beach and foredune during the switching episodes. The results of this study could be important for the identification of erosional hot spots and coastal prediction.

近岸沙洲的沿岸重新排列是几十年来已知的多个沙洲系统的形态动力学现象。然而,与转换相关的近岸变化如何影响陆上海滩的演变尚不清楚。本研究旨在利用十年卫星衍生和海滩剖面数据,确定Curonian Spit海岸(波罗的海)沙滩前沙丘系统的动态状态与沙洲转换事件之间的关系。为了确定这种联系,在年际和风暴相关的时间尺度上评估了海滩前沙丘系统中的沙洲转换位置、沙洲跨岸位置、海岸线位置和沙量变化。观察到27次沙洲转换事件,平均持续时间为14.3个月。大多数转换事件发生在首选位置,与倾斜波和沿岸流盛行的不同海岸线方向的断裂点重合。在大多数沙洲转换区内,观察到海岸线以平均-14.2米的速度后退。在重大风暴事件期间,沙洲转换区内的平均侵蚀率明显高于沙洲转换区外的侵蚀率。在年际时间尺度上,在沙洲转换带内观察到中等的平均侵蚀率,而在沙洲转换区外观察到较小的吸积率。对转换带内海岸演变的其他案例研究表明,在转换过程中,转换速率与确定的外部沙洲位置、海岸线位置以及海滩和前沙丘的沙量密切相关。这项研究的结果可能对识别侵蚀热点和海岸预测具有重要意义。
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引用次数: 2
Natural and synthetic estrogenic compounds in the Pearl River Estuary and northern shelf of the South China Sea 珠江口和南海北部陆架的天然和合成雌激素化合物
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2023-01-01 DOI: 10.1016/j.oceano.2021.08.001
Carina Deich , Marion Kanwischer , Ruifeng Zhang , Joanna J. Waniek

Endocrine disrupting compounds and in particular estrogenic substances have the ability to interact with the hormone system of organisms. Among them are not only synthetic but also natural substances that potentially stress the aquatic ecosystem. High human population densities such as around the Pearl River Estuary (PRE) are suspected of exerting significant anthropogenic pressure onto coastal areas. In this study, natural and synthetic estrogens as well as estrogen-like substances derived from plants and fungi were investigated in the PRE and at the adjacent northern shelf of the South China Sea. Maximum concentration of 3.6 ng L−1 for estrone (E1), 0.7 ng L−1 for 17α-ethinylestradiol (EE2), 12.9 ng L−1 for genistein (GEN), 11.9 ng L−1 for daidzein (DAI) and 1.9 ng L−1 for zearalenone (ZEN) were observed. While E1 and EE2 were detected in fresh and saltwater samples, GEN, DAI and ZEN were observed only at freshwater sampling sites. During the investigations, the analysis of 17β-estradiol (E2) and EE2 indicated a strong matrix dependence. Additionally, an estrogen screen observation showed estrogenic activity in form of estradiol equivalent quotients up to 0.18 ng L−1.

内分泌干扰化合物,特别是雌激素物质具有与生物体的激素系统相互作用的能力。其中既有人工合成物质,也有可能对水生生态系统造成压力的天然物质。珠江口(PRE)一带的人口密度高,可能对沿海地区造成重大的人为压力。在本研究中,研究了PRE和邻近南海北部陆架的植物和真菌中天然和合成雌激素以及雌激素样物质。雌酮(E1)的最大浓度为3.6 ng L−1,17α-炔雌醇(EE2)的最大浓度为0.7 ng L−1,染料木素(GEN)的最大浓度为12.9 ng L−1,大豆黄酮(DAI)的最大浓度为11.9 ng L−1,玉米赤霉烯酮(ZEN)的最大浓度为1.9 ng L−1。E1和EE2在淡水和咸水样品中检测到,GEN、DAI和ZEN仅在淡水样品中检测到。在研究过程中,17β-雌二醇(E2)和EE2的分析显示出很强的基质依赖性。此外,雌激素筛选观察显示雌二醇当量商形式的雌激素活性高达0.18 ng L−1。
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引用次数: 4
Factors responsible for the sudden outburst of Noctiluca scintillans in the Chennai coastal waters, southeast coast of India – a case study 印度东南海岸金奈沿海水域夜光藻突然爆发的原因——个案研究
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2022-10-01 DOI: 10.1016/j.oceano.2022.06.005
Pravakar Mishra, Mehmuna Begum, Anitha Gera, B. Charan Kumar, Garlapati Deviram, Uma Kanta Pradhan, Athan Vashi, Debasmita Bandyopadhyay, Subrat Naik, Uma Sankar Panda, M.V. Ramana Murthy

The paper discusses the factors associated with the sudden outbreak of the nocturnal heterotrophic bioluminescent dinoflagellate Noctiluca scintillans along the Chennai coast. The bloom occurred along a stretch of 16 km following a spell of heavy rain in August 2019. The density of N. scintillans varied from 1000 to 19000 cells/L, with a distinguished distribution pattern. High N. scintillans abundance was recorded at Panaiyurkuppam and Kovalam, with 19000 cells/L and 18000 cells/L, recorded respectively. Adequate nutrients brought by substantial rainfall and a high abundance of the diatom Thalassiosira sp. triggered the N. scintillans bloom. The low wind speed (5 m/sec), lowering of atmospheric temperature (from 24.00 to 31.00°C, 27.5 ± 1.17°C), high rainfall (6 mm within one day), and low sea surface temperature (SST) (from 25.20 to 31.00°C, 29.37± 1.17°C) are probable environmental cues. Local hydrodynamics and the diverging currents governed the presence and dispersion of the bloom in the region.

本文讨论了金奈海岸夜间异养生物发光双鞭毛虫(Noctiluca scintillans)突然爆发的相关因素。在2019年8月的一场大雨之后,这条16公里长的河流发生了水华。闪烁藻密度在1000 ~ 19000个/L之间,分布规律明显。Panaiyurkuppam和Kovalam的闪烁孢粉丰度较高,分别为19000 cells/L和18000 cells/L。大量降雨带来的充足营养和高丰度的硅藻引发了N. scintillans的开花。低风速(5米/秒)、大气温度降低(24.00 ~ 31.00°C, 27.5±1.17°C)、高降雨量(一天6毫米)和低海温(25.20 ~ 31.00°C, 29.37±1.17°C)是可能的环境信号。局部的水动力和发散的水流决定了该地区水华的存在和扩散。
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引用次数: 4
Dynamics of absorption properties of CDOM and its composition in Likas estuary, North Borneo, Malaysia 马来西亚北婆罗洲利卡斯河口CDOM吸附特性及其组成的动力学研究
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2022-10-01 DOI: 10.1016/j.oceano.2022.04.005
Saiyidah Munirah Mohd-Shazali , Jafar-Sidik Madihah , Nurzaliah Ali , Chen Cheng-Ann , Robert J.W. Brewin , Md. Suffian Idris , P. Purba Noir

Chromophoric Dissolved Organic Matter (CDOM) is a vital water constituent in aquatic ecosystems that contributes to water colour, affects light penetration, and impacts primary production. This study aims to determine the spatial and monsoonal variability of CDOM absorption properties in the Likas estuary, characterise the source of CDOM, and investigate the correlations between CDOM absorption properties and salinity. Likas estuary is a small estuary located in Kota Kinabalu city on the west coast of Sabah, facing the South China Sea. A mangrove ecosystem surrounds it with manufactured structures such as residential areas and public facilities. Surface water samples were collected at 19 stations: upstream of rivers to the river mouth and coastal area during spring tides every month, from June 2018 to July 2019, for 14-months. The distribution of aCDOM(440) in the study area is predictable as a signature in a coastal area with a decreasing gradient from the upstream towards coastal water (0.29 ± 0.19 m−1 to 1.05 ± 0.39 m−1). There are increasing spatial patterns of spectral slopes S275-295 and SR. However, S350-400 and S300-600 declined spatial gradients from the upstream to coastal water. Thus, S300-600 indicates a linear relationship between aCDOM(440), which unconventional results in coastal water. We suspect this is due to a small coverage of the study site with a distance of 0.5 m intervals of each station. This could be why the S300-600 had constant values throughout the study area (with no statistical difference between stations). In addition, S300-600 was merely varied in the stations located at the river mouth and coastal water. Based on the spectral slope ratio (SR), most of the stations located in the Darau, Inanam, and Bangka-Bangka rivers had SR values less than 1. Hence, CDOM in these stations is a terrestrial-dominated source. Therefore, from our observations during the study period, monsoonal variation could alter the source of CDOM in the study area.

色性溶解有机物(CDOM)是水生生态系统中重要的水成分,它有助于水的颜色,影响光的穿透,并影响初级生产。本研究旨在确定Likas河口CDOM吸收特性的空间和季风变异,表征CDOM的来源,并探讨CDOM吸收特性与盐度的相关性。利卡斯河口是位于沙巴州西海岸哥打京那巴鲁市的一个小河口,面向南中国海。红树林生态系统围绕着住宅区和公共设施等人造结构。从2018年6月至2019年7月,每个月在春潮期间在河流上游至河口和沿海地区的19个站点采集地表水样本,为期14个月。aCDOM(440)在研究区内的分布可预测为沿海地区的特征,从上游向沿海水域呈递减梯度(0.29±0.19 m−1至1.05±0.39 m−1)。光谱斜率s275 ~ 295和sr的空间格局呈上升趋势,而s350 ~ 400和s300 ~ 600的空间梯度从上游向近海呈下降趋势。因此,S300-600表明aCDOM(440)与沿海水域非常规结果之间存在线性关系。我们怀疑这是由于研究地点的覆盖范围很小,每个站点的间隔为0.5 m。这可能就是为什么S300-600在整个研究区域具有恒定值的原因(站之间没有统计差异)。此外,S300-600仅在河口和沿海水域的监测站有所不同。基于光谱斜率比(SR),位于Darau、Inanam和Bangka-Bangka河的大部分站点SR值小于1。因此,这些台站中的CDOM是一个以地面为主的源。因此,从我们在研究期间的观测来看,季风变化可能会改变研究区CDOM的来源。
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引用次数: 1
Corrigendum to “Sea spray volume flux estimation using joint statistics of wind and waves” [Oceanologia 64 (2022) 789–793] “使用风和波浪联合统计数据估计海雾体积通量”的更正【海洋学64(2022)789–793】
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2022-10-01 DOI: 10.1016/j.oceano.2022.10.001
D. Myrhaug, B. Leira, G. Radhakrishnan, Ha˚vard Holm
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引用次数: 0
Sea spray volume flux estimation using joint statistics of wind and waves 基于风浪联合统计的浪花体积通量估算
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2022-10-01 DOI: 10.1016/j.oceano.2022.07.005
Dag Myrhaug, Bernt J. Leira, Gowtham Radhakrishnan, Håvard Holm

This article provides estimates of the sea spray volume flux using joint statistics of wind and waves. This is achieved by combining the sea spray volume flux parameterization proposed by Xu et al. (2021) with the joint statistics of wind and waves provided by Bitner-Gregersen (2015). Both the sea spray volume flux formula and the joint statistics of wind and waves represent conditions for wind waves from the North-West Shelf of Western Australia. The expected value and the variance of the sea spray volume flux for a range of realistic wind and wave conditions are presented, as well as an illustrative example. Comparison is also made with data from Xu et al. (2021) showing a reasonable agreement for the relevant subset of the data.

本文利用风和波的联合统计提供了浪花体积通量的估计。这是通过将Xu等(2021)提出的浪花体积通量参数化与Bitner-Gregersen(2015)提供的风浪联合统计相结合来实现的。浪花体积通量公式和风浪联合统计都代表了西澳大利亚西北陆架的风浪条件。给出了一系列实际风浪条件下的浪花体积通量的期望值和方差,并给出了一个实例。还与Xu等人(2021)的数据进行了比较,显示了数据的相关子集的合理一致性。
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Oceanologia
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