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Numerical Simulation of Residual Circulation due to Bottom Roughness Variability Under Tidal Flows in A Semi-Enclosed Bay 被引量:10
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作者 槐文信 T.Komatsu 曾小辉 《China Ocean Engineering》 SCIE EI 2005年第4期601-612,共12页
Nowadays there are some chronic serious environmental problems, such as eutrophication, blue tide and so on, in a complicated coastal zone or a semi-enclosed bay, because the water exchanges between an inner bay and a... Nowadays there are some chronic serious environmental problems, such as eutrophication, blue tide and so on, in a complicated coastal zone or a semi-enclosed bay, because the water exchanges between an inner bay and an outer sea is weak compared with the supply of contaminant. Under this situation, a method to improve the water quality by 3-dimensional small unsymmetrical structures has been proposed by Komatsu et al. In this paper, several numerical simulations of the tidal current and concentration for various arrangements of bottom roughness in a semi-enclosed model bay are carfled out with a depth-averaged 2-D numerical model. The model is solved by the hybrid finite analytic method with nonstaggered grid. And the SIMPLES algorithm with Rhie and Chow' s momentum interpolation technique is used for the simulation. The effect of Komatsu' s method for water purification is examined by numerical simulation. The result of numerical experiment indicates that it is possible to generate a new tidal residual current and to activate a tidal exchange by bottom roughness arrangement only. 展开更多
关键词 semi-enclosed bay bottom roughness hybrid finite analytic method water purification depth-averaged 2 D model
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Effects of daily nitrogen and phosphorus input on planktonic community metabolism in a semi-enclosed bay by mesocosm experiment 被引量:1
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作者 Chenhui Xiang Yao Li +5 位作者 Zhixin Ke Gang Li Yadong Huang Xinying Su Liangmin Huang Xinyu Song 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2022年第8期99-110,共12页
Planktonic metabolism plays an important role in affecting the energy transportation and carbon cycle of the marine ecosystem.However,its regulation mechanism remains unclear under the continuously exogenous nutrient ... Planktonic metabolism plays an important role in affecting the energy transportation and carbon cycle of the marine ecosystem.However,its regulation mechanism remains unclear under the continuously exogenous nutrient inputs in nearshore waters.In this study,a mesocosm experiment was conducted in a semi-enclosed bay,the Daya Bay,to explore the responses of plankton metabolic balance and community structure to a concentration gradient of daily nitrogen and phosphorus inputs.The results showed that nutrient enrichments promoted phytoplankton biomass,total primary production,and community respiration,and the promoting effect enhanced alongwith the increase of nutrient concentration.However,the net community production fluctuated more violently between autotrophic and heterotrophic with the increase of nutrient inputs and tended to be more heterotrophic from the 5 th day to the 10 th day of the experiment.In addition,the daily flux of nitrogen and phosphorus,2μmol/(L·d)and 0.066μmol/(L·d),respectively,could be regarded as a potential threshold for ecosystem stability and health,since most of the ecological characteristics related to plankton structure and function have undergone significant changes when the nutrient level is higher than that.In the nearshore enclosed or semi-enclosed waters,nutrient from continuous terrigenous input is likely to be concentrated and exceed this level,indicating the ecological risks due to the metabolic unbalance and the deterioration of plankton community structure. 展开更多
关键词 primary production community respiration community metabolism continuous nutrient input mesocosm experiment Daya bay
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Investigation of wave characteristics in a semi-enclosed bay based on SWAN model validated with buoys and ADP-observed currents
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作者 LU Jing TENG Yong +2 位作者 CHI Wanqing YIN Liping WANG Daolong 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2019年第2期434-447,共14页
In this study, the simulating waves nearshore (SWAN) model with a locally refined curvilinear grid system was constructed to simulate waves in Jervis Bay and the neighbouring ocean of Australia, with the aim of examin... In this study, the simulating waves nearshore (SWAN) model with a locally refined curvilinear grid system was constructed to simulate waves in Jervis Bay and the neighbouring ocean of Australia, with the aim of examining the wave characteristics in an area with special topography and practical importance. This model was verified by field observations from buoys and acoustic Doppler profilers (ADPs). The model precisions were validated for both wind-generated waves and open-ocean swells. We present an approach with which to convert ADP-observed current data from near the bottom into the significant wave height. Our approach is deduced from the Fourier transform technique and the linear wave theory. The results illustrate that the location of the bay entrance is important because it allows the swells in the dominant direction to propagate into the bay despite the narrowness of the bay entrance. The wave period T p is also strongly related to the wave direction in the semi-enclosed bay. The Tp is great enough along the entire propagating direction from the bay entrance to the top of the bay, and the largest Tp appears along the north-west coast, which is the end tip of the swells’ propagation. 展开更多
关键词 wave simulating waves NEARSHORE (SWAN) acoustic Doppler PROFILERS (ADPs) buoy SWELL semi-enclosed bay
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基于Bayes时空模型分析HIV/AIDS晚发现的时空分布特征及其影响因素
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作者 邵莉 陈继军 +3 位作者 张宇琦 许静 栗果 高文龙 《中山大学学报(医学科学版)》 CAS CSCD 北大核心 2024年第2期243-252,共10页
【目的】旨在分析兰州市HIV/AIDS晚发现的时空聚集性特征及相关影响因素,明确兰州市HIV/AIDS晚发现高风险地区和时间趋势,为兰州市因地制宜地制定HIV/AIDS防治策略措施提供参考依据。【方法】选择兰州市2011-2018年间新报告的成年HIV/A... 【目的】旨在分析兰州市HIV/AIDS晚发现的时空聚集性特征及相关影响因素,明确兰州市HIV/AIDS晚发现高风险地区和时间趋势,为兰州市因地制宜地制定HIV/AIDS防治策略措施提供参考依据。【方法】选择兰州市2011-2018年间新报告的成年HIV/AIDS病例作为研究对象,研究中所需的数据资料来自兰州市疾病预防控制中心和兰州市统计年鉴。采用Bayes时空模型分析HIV/AIDS晚发现相对风险(RR)的时空分布特征及其影响因素。【结果】2011-2018年间兰州市新报告的HIV/AIDS病例共计1984例,其中HIV/AIDS晚发现者有982例(49.5%),平均年龄为39.67岁,男性占90.9%。老年人和女性HIV/AIDS病例中晚发现的比例更高;城关区(51.1%)、安宁区(50.3%)和榆中县(51.9%)具有高于平均水平的HIV/AIDS晚发现比例;2011-2018年间兰州市总体的晚发现比例呈波动上升趋势。Bayes时空模型分析结果显示,兰州市HIV/AIDS晚发现风险在2011-2015年间波动变化,而在2015年后迅速上升,其RR(95%CI)从1.01(0.84,1.23)上升到1.11(0.77,1.97);红古区和三个县的晚发现风险变化趋势与兰州市的总体变化趋势相似,而城关区和七里河区的晚发现风险呈下降趋势;晚发现相对风险大于1的区县包括:永登县(RR=1.07,95%CI:0.55,1.96)、西固区(RR=1.04,95%CI:0.67,1.49)、城关区(RR=2.41,95%CI:0.85,6.16)和七里河区(RR=2.03,95%CI:1.10,3.27)。冷热点分析结果显示城关区和七里河区为热点区。影响因素分析结果显示,随着人均GDP(RR=0.65,95%CI:0.35,0.90)和HIV/AIDS病例中的男性比例(RR=0.53,95%CI:0.19,0.92)的增高,HIV/AIDS晚发现的相对风险越低;而人口密度(RR=1.35,95%CI:1.01,1.81)越大,晚发现风险越高。【结论】兰州市的HIV/AIDS晚发现风险呈上升趋势,并且存在明显的地区差异特征;人均GDP、HIV/AIDS中男性比例和人口密度是HIV/AIDS晚发现的影响因素。因此,对于晚发现风险高和存在相关风险因素的区县,应重视并制定有针对性的HIV筛查和防治服务,降低HIV/AIDS晚发现比例和风险。 展开更多
关键词 艾滋病 人类免疫缺陷病毒 晚发现 bayes时空模型 分布特征
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黄土抗剪强度参数均值与方差的Bayes估计及其应用
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作者 李萍 董鸾花 +3 位作者 赵枝艳 李金明 沈伟 李同录 《建筑科学与工程学报》 CAS 北大核心 2024年第2期163-172,共10页
为解决黄土强度参数估计问题,从工程勘察项目中共收集统计了3384组Q1、Q2、Q3黄土强度参数黏聚力c、内摩擦角φ值的测试数据,不考虑二者的相关性,将参数均值和方差都作为随机变量,建立起黄土强度参数c、φ的正态-逆伽马先验分布。基于Ba... 为解决黄土强度参数估计问题,从工程勘察项目中共收集统计了3384组Q1、Q2、Q3黄土强度参数黏聚力c、内摩擦角φ值的测试数据,不考虑二者的相关性,将参数均值和方差都作为随机变量,建立起黄土强度参数c、φ的正态-逆伽马先验分布。基于Bayes理论,利用共轭先验法推导了参数后验分布和后验概率密度函数的期望值求解公式,确定了估计的误差。以陕西泾阳黄土边坡为例,利用所建立的先验分布和边坡土层测试强度指标,求取参数的后验分布,进一步估计了边坡失效概率的概率分布和稳定系数均值的概率分布。结果表明:在95%的置信度下,按稳定系数评价,边坡均处于基本稳定状态,且稳定系数置信区间小;按失效概率评价,边坡接近稳定状态,但失效概率的置信区间较大,黄土强度参数的方差控制着边坡失效概率的置信区间,将方差作为随机变量,考虑方差变异性,能更科学地评估黄土工程的可靠度。 展开更多
关键词 黄土 边坡 bayes理论 先验分布 正态-逆伽马分布
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一类Lindley模型参数的经验Bayes检验收敛速度的改进
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作者 黄金超 《吉首大学学报(自然科学版)》 CAS 2024年第3期13-18,共6页
利用递归核估计和单调性,构造了Lindley模型参数的经验Bayes检验函数,并在适当的条件下,证明了收敛速度的阶可任意接近O(n^(-1)).
关键词 Lindley分布族 递归核估计 bayes检验 经验bayES检验 收敛速度
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基于Bayes推断的交流接触器剩余电寿命预测
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作者 李奎 马典良 +2 位作者 赵成晨 胡博凯 王浩然 《仪器仪表学报》 EI CAS CSCD 北大核心 2024年第1期34-45,共12页
针对交流接触器可靠性开展研究,首先分析交流接触器的电弧侵蚀机理,建立了计及电弧电压及电弧重燃影响的电弧侵蚀模型,根据该模型仿真得到的交流接触器性能退化特征参量变化过程与交流接触器的实际退化规律一致。分析不同工况下性能退... 针对交流接触器可靠性开展研究,首先分析交流接触器的电弧侵蚀机理,建立了计及电弧电压及电弧重燃影响的电弧侵蚀模型,根据该模型仿真得到的交流接触器性能退化特征参量变化过程与交流接触器的实际退化规律一致。分析不同工况下性能退化数据特征,提出了不同工况下先验信息的等效折算方法,解决了不同工况下的先验信息利用问题。建立了基于Bayes推断的交流接触器剩余电寿命预测模型,提高了剩余电寿命预测精度,实现了利用不同工况下性能退化数据对交流接触器进行剩余电寿命预测。在AC-4、AC-3两种工况下进行了交流接触器电寿命仿真分析及实验分析,相对误差均小于5.5%,验证了方法的准确性。 展开更多
关键词 交流接触器 电弧电压 电弧重燃 bayES推断 剩余电寿命
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核主泵机械密封可靠性Bayes分析的适应性
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作者 高灯 孙见君 张玉言 《润滑与密封》 CAS CSCD 北大核心 2024年第2期155-161,共7页
机械密封的可靠性对核主泵的安全稳定运行具有重要影响。为解决无失效数据情形下核主泵机械密封的可靠度评估问题,分析大亚湾核主泵机械密封的运行数据,确定其可靠度分布,建立结合Bayes理论的可靠性分析模型,利用Monte Carlo法从确定的... 机械密封的可靠性对核主泵的安全稳定运行具有重要影响。为解决无失效数据情形下核主泵机械密封的可靠度评估问题,分析大亚湾核主泵机械密封的运行数据,确定其可靠度分布,建立结合Bayes理论的可靠性分析模型,利用Monte Carlo法从确定的可靠度分布中仿真出无失效数据,探讨无失效数据场合下,先验分布为Beta分布时,分组数c的取值对E-Bayes估计与多层Bayes估计精度的影响。研究表明:分组数c<8时,优先选择多层Bayes估计;c>8,优先选择E-Bayes估计,c=8时,2种方法的平均相对误差均达到较低水平且多层Bayes估计更低一些。研究成果对无失效数据场合下基于Bayes理论的核主泵机械密封可靠性分析具有指导意义。 展开更多
关键词 无失效数据 bayes理论 核主泵 机械密封 可靠性
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偏态分布截断参数的经验Bayes检验
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作者 刘蕊 谭燕 吴刘仓 《高校应用数学学报(A辑)》 北大核心 2024年第1期13-27,共15页
偏态分布是对称分布的一种推广,在实际生活中应用广泛,其中截断参数对界定偏态分布的边界具有重要意义.文中基于经验Bayes检验方法,研究了偏态分布截断参数的假设检验问题.考虑普通Bayes检验中先验密度的未知性和不确定性,利用递归核估... 偏态分布是对称分布的一种推广,在实际生活中应用广泛,其中截断参数对界定偏态分布的边界具有重要意义.文中基于经验Bayes检验方法,研究了偏态分布截断参数的假设检验问题.考虑普通Bayes检验中先验密度的未知性和不确定性,利用递归核估计的密度函数代替未知的先验密度函数.定义检验的加权线性损失函数,从而更好地刻画了决策风险.在给定条件下证明了所提出检验函数的渐近最优性,同时给出确定的收敛速度.最后通过实例验证了文中的理论结果. 展开更多
关键词 经验bayES检验 偏态分布 递归核估计 渐近最优性 收敛速度
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无失效威布尔情形下基于双修正多层Bayes的可靠性评估
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作者 龙足腾 郑波 +1 位作者 甯洋 罗金超 《工程设计学报》 CSCD 北大核心 2024年第1期59-66,共8页
利用配分布曲线法构建无失效数据的可靠性评估模型时,往往采用E-Bayes或多层Bayes来估计失效概率,但因其估计能力有限,整体可靠度点估计精度不高。针对威布尔分布数据提出了一种新的双修正多层Bayes方法,用于改善失效概率估计,并完成可... 利用配分布曲线法构建无失效数据的可靠性评估模型时,往往采用E-Bayes或多层Bayes来估计失效概率,但因其估计能力有限,整体可靠度点估计精度不高。针对威布尔分布数据提出了一种新的双修正多层Bayes方法,用于改善失效概率估计,并完成可靠度点估计。在多层Bayes的基础上,通过修正失效概率上下限值来减小失效概率估计误差,然后结合加权最小二乘法和威布尔分布可靠度函数确定参数估计值和可靠度曲线,从而得到可靠度点估计。利用Monte-Carlo仿真试验,发现新方法能将参数估计相对误差控制在10%以下,并且得到的可靠度值更加趋近真值。通过实例分析发现,在超参数c取不同值的情况下,采用新方法得到的可靠度都更加接近工程实际。新方法适用性分析表明,形状参数β是影响估计精度的关键因素,且在β>2.2时新方法具有明显的优势及良好的稳健性。研究结果可为其他寿命分布无失效数据的可靠性评估提供参考。 展开更多
关键词 无失效威布尔 失效概率估计 双修正多层bayes 可靠度估计 适用性分析
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一种对称损失下逆高斯分布形状参数的Bayes估计
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作者 孙双 徐宝 《南昌大学学报(理科版)》 CAS 2024年第3期205-213,共9页
在加权p、q对称损失下,分别研究了逆高斯分布形状参数的Bayes估计、多层Bayes估计和E-Bayes估计,并把刀切法的思想运用到Bayes估计中,得到逆高斯分布形状参数的刀切Bayes估计的精确形式,为验证形状参数估计的合理性,运用R软件,采用随机... 在加权p、q对称损失下,分别研究了逆高斯分布形状参数的Bayes估计、多层Bayes估计和E-Bayes估计,并把刀切法的思想运用到Bayes估计中,得到逆高斯分布形状参数的刀切Bayes估计的精确形式,为验证形状参数估计的合理性,运用R软件,采用随机游动Metropolis算法对所研究参数的Bayes估计、E-Bayes估计和刀切Bayes估计进行数值模拟,比较了在加权p、q对称损失、Linex非对称损失、平方损失和q-对称损失下逆高斯分布形状参数的Bayes估计的精度,结果表明加权p、q对称损失下逆高斯分布形状参数的Bayes估计的精度最高。 展开更多
关键词 bayES估计 逆高斯分布 刀切法 损失函数 随机游动Metropolis算法
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逐步增加Ⅱ型截尾下Pareto分布形状参数的Bayes估计
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作者 赵孟茹 周菊玲 《新疆师范大学学报(自然科学版)》 2024年第2期1-9,25,共10页
基于逐步增加Ⅱ型截尾样本,首先得出Pareto分布形状参数的极大似然估计,考虑两个损失函数和形状参数的两个先验分布,得出该分布形状参数的4个Bayes估计。由数值模拟结果发现,上述四个Bayes估计值的均方误差均小于极大似然估计值,其中,... 基于逐步增加Ⅱ型截尾样本,首先得出Pareto分布形状参数的极大似然估计,考虑两个损失函数和形状参数的两个先验分布,得出该分布形状参数的4个Bayes估计。由数值模拟结果发现,上述四个Bayes估计值的均方误差均小于极大似然估计值,其中,当损失函数为二次损失函数,形状参数的先验分布为共轭先验分布时的Bayes估计的均方误差较小,估计效果更理想,且实例分析与数值模拟结果相符。其次在二次损失函数下,针对形状参数先验分布选取共轭先验分布,给出Pareto分布形状参数的多层Bayes估计和E-Bayes估计。 展开更多
关键词 逐步增加Ⅱ型截尾 PARETO分布 二次损失 Q对称熵损失 bayES估计
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基于Bayes-CNN的变压器故障分类方法研究
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作者 张兆闯 汪金刚 +5 位作者 夏建华 文玉川 翁利听 马作甫 杨贺凯 窦金瑶 《电工电能新技术》 CSCD 北大核心 2024年第8期18-26,共9页
电力变压器发生故障的表现和根本原因具有一定程度的模糊性和随机性,在复杂情境下,传统方法往往难以准确识别变压器故障,其精度存在一定提升空间。因此,本文提出一种新的变压器故障识别方法。该方法采用结合贝叶斯理论和卷积神经网络(C... 电力变压器发生故障的表现和根本原因具有一定程度的模糊性和随机性,在复杂情境下,传统方法往往难以准确识别变压器故障,其精度存在一定提升空间。因此,本文提出一种新的变压器故障识别方法。该方法采用结合贝叶斯理论和卷积神经网络(CNN)的算法,具体为利用卷积神经网络处理特征气体数据,并采用贝叶斯算法对模型参数进行寻优,旨在提高故障检测的准确率。研究通过对故障类型进行编码和预处理,构建变压器故障分类模型,应用Bayes-CNN模型对变压器故障进行分类,结合实例验证,并将其与SVM、DBN及CNN模型进行对比实验。结果表明,采用贝叶斯优化的CNN算法显著提升了模型的收敛速度和拟合精度,证明该变压器故障分类方法具有较优性能,为电力变压器故障诊断领域提供了新的方法与思路。 展开更多
关键词 电力变压器 DGA 故障分类 bayes-CNN
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预测泥石流易发性等级的多元统计Bayes判别
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作者 单强 汪洋 +2 位作者 王颖 马丙太 王蒙 《甘肃科学学报》 2024年第3期122-129,共8页
泥石流是自然及人类活动共同作用影响下的一种山区地质灾害,具有突发性、流速快、流量大及破坏力强等特点,泥石流易发性评价是灾害预测预报和减灾防灾工作中的重要内容。基于因子分析法将影响泥石流易发性等级的指标降维提取几个具有代... 泥石流是自然及人类活动共同作用影响下的一种山区地质灾害,具有突发性、流速快、流量大及破坏力强等特点,泥石流易发性评价是灾害预测预报和减灾防灾工作中的重要内容。基于因子分析法将影响泥石流易发性等级的指标降维提取几个具有代表性的公因子,将因子得分进行欧氏聚类分析,剔除相似度较低的错误样本,将剩余具有相似的基本特征的几种同类型泥石流,根据Bayes最大后验概率规则,创建基于多元统计Bayes判别原理的泥石流易发性评价模型,并对其易发性等级判别结果的准确性进行了验证。结果表明:将唐山北部地区12条泥石流指标的公因子得分代入判别式中,得到泥石流易发性等级与实际等级对比结果一致,表明基于因子分析和聚类分析两种多元统计分析方法建立的多元统计Bayes判别模型是合理可行的,评价结果与实际情况具有较好的一致性,为泥石流易发性研究提供了一种新的研究手段。 展开更多
关键词 泥石流 易发性 多元统计 bayes判别
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Impacts of Integrated Multi-Trophic Aquaculture on Phytoplankton in Sanggou Bay
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作者 HAN Jichang LIU Xing +5 位作者 PAN Kehou LIU Jiaojiao SUN Yan JIN Guiyong LI Yun LI Yuhang 《Journal of Ocean University of China》 SCIE CAS CSCD 2024年第3期835-843,共9页
Integrated multi-trophic aquaculture(IMTA)has been considered as an ecofriendly culture system providing a potential solution to environmental risks caused by intensive monoculture system.However,the impact of IMTA on... Integrated multi-trophic aquaculture(IMTA)has been considered as an ecofriendly culture system providing a potential solution to environmental risks caused by intensive monoculture system.However,the impact of IMTA on phytoplankton remains unclear.In this study,the spatial and temporal variations of phytoplankton in Sanggou Bay were investigated seasonally based on 21 sampling sites covering three cultivation zones(bivalve zone,IMTA zone,and kelp zone)and one control zone(without aquatic cultivation).In total,128 phytoplankton species,with diatoms and dinoflagellates as the dominant groups,were obtained across the whole year,and the mean Shannon diversity index(H')and species richness(SR)were determined as 1.39 and 9.39,respectively.The maximum chlorophyll a(Chl-a)(6.32μg L^(-1))and plankton diversity(H'of 1.97)occurred in summer and autumn,respectively.Compared to other zones,the bivalve zone displayed significantly higher Chl-a and lower H'in majority of time.Pairwise PERMANOVA analysis indicated that the phytoplankton assemblage in the bivalve zone was significantly different with the control and kelp zones,while the IMTA zone maintained close to other three zones.Based on generalized additive models,temperature,NO_(2)^(-)-N,N/P ratio,SiO_(3)^(2-)-Si,and salinity were determined as the key factors underlying Chl-a and phytoplankton diversity.Addi-tionally,the results of redundancy analysis further indicated that the phytoplankton assemblage in the bivalve zone is positively re-lated with nutrients such as NO_(3)^(-)-N and NH_(4)^(+)-N as well as water depth,while the phytoplankton assemblages in the kelp,control,and IMTA zones are associated with NO_(2)^(-)-N,SiO_(3)^(2-)-Si,and salinity.Taken all observations into consideration together,it can be inferred that IMTA can effectively reduce Chl-a level compared to bivalve monoculture by reducing the nutrients.However,the SR,H’,and species composition of phytoplankton are primarily determined by local environment factors such as temperature,water depth,salinity and SiO_(3)^(2-)-Si. 展开更多
关键词 PHYTOPLANKTON DIVERSITY Sanggou bay integrated multi-trophic aquaculture
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Catch organism assemblages along artificial reefs area and adjacent waters in Haizhou Bay
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作者 Shike Gao Bin Xie +3 位作者 Chengyu Huang Xiao Zhang Shuo Zhang Wenwen Yu 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2024年第2期34-42,共9页
To better understand the community patterns mediated by connectivity in artificial reefs of coastal areas, it is necessary to understand the distribution and coexistence of organisms with artificial reefs area and adj... To better understand the community patterns mediated by connectivity in artificial reefs of coastal areas, it is necessary to understand the distribution and coexistence of organisms with artificial reefs area and adjacent waters. This study was conducted to examine main catches assemblages collected by trawls in Haizhou Bay,which included five habitats: the artificial reef area(AR), aquaculture area(AA), natural area(NA), estuary area(EA) and comprehensive effect area(CEA). The result shows that the total abundances of species in the five habitats were highly different(univariate PERMANOVA: P = 0.001, n = 24), but some species were also unique in their habitat(e.g. Scapharca subcrenata and Glossaulax didyma in AA). The body size distribution of specific species between habitats are different. For Collichthys lucidus, their body size in AR(14.63 cm ± 1.64 cm) and EA(14.3 cm ± 0.85 cm) is higher than that in NA(10.65 cm ± 1.64 cm), CEA(11.28 cm ± 1.85 cm) and AA(12.1 cm ±0.43 cm), which indicates the potential connection from AR to EA mediated by their adult population. We concluded that artificial reefs in AR can be considered key components that have the ability to support species assemblages in adjacent habitats. This study has implications for the conservation and monitoring of species assemblages in coastal areas in terms of that artificial reefs can be applied in different stages of habitat protection implementation and in different combinations of scenarios. 展开更多
关键词 ASSEMBLAGE artificial reefs adjacent water Haizhou bay
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Characterization of Nutrients,Heavy Metals,Petroleum and Their Impact on Phytoplankton in Laizhou Bay:Implications for Environmental Management and Monitoring
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作者 WANG Kai ZHAO Linlin +3 位作者 ZHU Yugui YANG Liqiang WANG Yunfeng HONG Xuguang 《Journal of Ocean University of China》 SCIE CAS CSCD 2024年第3期822-834,共13页
The Laizhou Bay(LB)represents a substantial ecological area that is vulnerable to human activities and confronts diverse environmental challenges.This study provides a comprehensive characterization of nutrients,petro... The Laizhou Bay(LB)represents a substantial ecological area that is vulnerable to human activities and confronts diverse environmental challenges.This study provides a comprehensive characterization of nutrients,petroleum,heavy metals,and phytoplankton community structure across seven distinct areas in LB.The results indicate relatively high concentrations of NO_(2)-N,SiO_(4)-Si,and NO_(3)-N in the Southwest Laizhou Bay(SWLB)and Huanghe River Estuary(HRE).In contrast,the East Laizhou bay(ELB)and the North of Huanghe River Estuary(NHRE)exhibit the highest concentrations of heavy metals(As,Cr and Hg).The areas with high phytoplankton density and community diversity are mainly located in the SWLB.After adjusting for basic environmental factors,phytoplankton density and Margalef richness index D are significantly associated with nutrients(NO_(3)-N,NO_(2)-N,NH_(4)-N,SiO_(4)-Si),and heavy metal(Cr)concentrations.We highlight that,in addition to Xiaoqinghe River,nutrients brought by the Mihe River in the SWLB and heavy metal(Cr)pollution in the ELB resulting from industrial and mining activities along the coast significantly influence phytoplankton growth and community structure.Therefore,it is recommended that more monitoring and management efforts be focused on these regions in the future. 展开更多
关键词 Huanghe River Estuary Laizhou bay NUTRIENTS heavy metals PHYTOPLANKTON BIODIVERSITY
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Westerlies Affecting the Seasonal Variation of Water Vapor Transport over the Tibetan Plateau Induced by Tropical Cyclones in the Bay of Bengal
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作者 Xiaoli ZHOU Wen ZHOU +3 位作者 Dongxiao WANG Qiang XIE Lei YANG Qihua PENG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2024年第5期881-893,共13页
This study investigates the activity of tropical cyclones(TCs)in the Bay of Bengal(BOB)from 1979 to 2018 to discover the mechanism affecting the contribution rate to the meridional moisture budget anomaly(MMBA)over th... This study investigates the activity of tropical cyclones(TCs)in the Bay of Bengal(BOB)from 1979 to 2018 to discover the mechanism affecting the contribution rate to the meridional moisture budget anomaly(MMBA)over the southern boundary of the Tibetan Plateau(SBTP).May and October–December are the bimodal phases of BOB TC frequency,which decreases month by month from October to December and is relatively low in May.However,the contribution rate to the MMBA is the highest in May.The seasonal variation in the meridional position of the westerlies is the key factor affecting the contribution rate.The relatively southern(northern)position of the westerlies in November and December(May)results in a lower(higher)contribution rate to the MMBA.This mechanism is confirmed by the momentum equation.When water vapor enters the westerlies near the trough line,the resultant meridional acceleration is directed north.It follows that the farther north the trough is,and the farther north the water vapor can be transported.When water vapor enters the westerlies from the area near the ridge line,for Type-T(Type-R)TCs,water vapor enters the westerlies downstream of the trough(ridge).Consequently,the direction of the resultant meridional acceleration is directed south and the resultant zonal acceleration is directed east(west),which is not conducive to the northward transport of water vapor.This is especially the case if the trough or ridge is relatively south,as the water vapor may not cross the SBTP. 展开更多
关键词 tropical cyclone Tibetan Plateau bay of Bengal moisture budget weste
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Joint Probability Analysis and Prediction of Sea Ice Conditions in Liaodong Bay
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作者 LIAO Zhenkun DONG Sheng +2 位作者 TAO Shanshan HUA Yunfei JIA Ning 《Journal of Ocean University of China》 CAS CSCD 2024年第1期57-68,共12页
Sea ice conditions in Liaodong Bay of China are often described by sea ice grades,which classify annual sea ice conditions based on the annual maximum sea ice thickness(AM-SIT)and annual maximum floating ice extent(AM... Sea ice conditions in Liaodong Bay of China are often described by sea ice grades,which classify annual sea ice conditions based on the annual maximum sea ice thickness(AM-SIT)and annual maximum floating ice extent(AM-FIE).The joint probability distribution of AM-SIT and AM-FIE was established on the basis of their data pairs from 1949/1950 to 2019/2020 in Liaodong Bay.The joint intensity index of the sea ice condition in the current year is calculated,and the joint classification criteria of the sea ice grades in past years are established on the basis of the joint intensity index series.A comparison of the joint criteria with the 1973 and 2022 criteria revealed that the joint criteria of the sea ice grade match well,and the joint intensity index can be used to quantify the sea ice condition over the years.A time series analysis of the sea ice grades and the joint intensity index sequences based on the joint criteria are then performed.Results show a decreasing trend of the sea ice condition from 1949/1950 to 2019/2020,a mutation in 1990/1991,and a period of approximately 91 years of the sea ice condition.In addition,the Gray-Markov model(GMM)is applied to predict the joint sea ice grade and the joint intensity index of the sea ice condition series in future years,and the error between the results and the actual sea ice condition in 2020/2021 is small. 展开更多
关键词 sea ice grade ice thickness floating ice extent Liaodong bay COPULA
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基于Navie Bayes算法与k-means聚类算法的财务数据库异常检测
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作者 周军侠 《微型电脑应用》 2024年第3期60-63,共4页
为了有效消除用户异常行为对企业财务数据库所带来的安全隐患,以往的数据库异常检测技术(如Navie Bayes算法)通常采用查询反馈,并建立用户行为特征(用户行为轮廓)的方法查找安全隐患,而该方法构建训练集耗时较多,效果不显著。因此,提出... 为了有效消除用户异常行为对企业财务数据库所带来的安全隐患,以往的数据库异常检测技术(如Navie Bayes算法)通常采用查询反馈,并建立用户行为特征(用户行为轮廓)的方法查找安全隐患,而该方法构建训练集耗时较多,效果不显著。因此,提出一种基于Navie Bayes算法与k-means聚类算法相结合的财务数据库异常检测技术。通过调取财务数据库运行日志中的用户查询内容及相应结果,采用k-means聚类算法进行用户分组,采用Navie Bayes算法构建异常检测模型。应用测试结果表明,与传统的用户行为轮廓算法相比,所提算法的训练效率更高,准确率大幅提高,综合F_(1)值有所提升,提高了财务数据的安全性。 展开更多
关键词 财务数据库 异常检测 Navie bayes算法 安全隐患 K-MEANS聚类算法
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