A-FPN算法及其在遥感图像船舶检测中的应用     

于野  艾华  贺小军  于树海  钟兴  朱瑞飞 《遥感学报》2020,24(2):107-115

光学遥感图像船舶检测主要面临两个挑战:光学遥感图像背景复杂,船舶检测易受海浪、云雾及陆地建筑等多方面干扰;遥感图像分辨率低,船舶目标小,对于其分类与定位带来很大困难;针对上述问题,在FPN的基础上,提出一种融入显著性特征的卷积神经网络模型A-FPN (Attention-Based Feature Pyramid Networks)。首先,利用卷积提取图像特征金字塔;然后,利用顶层金字塔逐级构建显著特征层,抑制背景信息,通过金字塔顶层的细粒度特征提高浅层特征的表达能力,构建自上而下的多级显著特征映射结构;最后利用Softmax分类器进行多层级船舶检测。A-FPN模型利用显著性机制引导不同感受下的特征进行融合,提高了模型的分辨能力,对遥感图像处理领域具有重要应用价值。实验阶段,利用公开的遥感目标检测数据集NWPU VHR-10中的船舶样本进行测试,准确率为92.8%,表明A-FPN模型适用于遥感图像船舶检测。  相似文献   

斑纹鲟凝集素(CFL)的初步研究 Ⅱ.CFL的分子组成及性质鉴定   总被引：3，自引：0，他引：3  

戴聪杰  王桂忠  李少菁  艾春香 《海洋学报》2006,28(3):98-102

采用生化方法对斑纹鲟(Charybdis feriatus)凝集素进行了初步研究.结果表明,斑纹鲟的血清中有动物红细胞和微生物细胞凝集活性的凝集素(Charybdis feriatuslectin,CFL),其活力表现依赖于Ca2+,并为多种糖所抑制;CFL对40℃以上的温度敏感,其活力在pH6.0~8.0内稳定.经巯基乙醇处理和未经巯基乙醇处理的CFL在SDS-PAGE上均为一条蛋白带,说明斑纹鲟凝集素不含二硫键,且只有一种亚基,分子量为40.8 kDa,CFL氨基酸组成分析表明其富含酸性氨基酸.  相似文献   

SOLID-LIQUID INTERFACE PROCESS OF HEAVY METALS IN THE CHANGJIANG ESTUARYKINETICS OF ADSORPTION OF Pb, Cu AND Cd ON HFO     

庄国顺  陈松  艾宏韬  廖文卓  潘皆再  许爱玉 《海洋学报(英文版)》1984,3(4):508-516

The adsorption kinetics of Pb, Cu and Cd on hydrous ferrk oxide (HFO) has been approached in tthe simulated environmental conditions of the Changjiang Estuary. The forward adsorption rate constants of different systems under different temperatures have been determined, and the activation energies of the adsorption for Pb and Cu evaluated (Pb=7 kcal/mol, Cu= 11 kcal/mol). The results show that Pb and Cu are strongly adsorbed by HFO; the order of their adsorption rate is found to be Pb≥Cu≥Cd, which follows thte order of their theonody-namic equilibrium constants. It has been demonstrated that the surface exchange-adsorption is the determining step of the solid-liquid interface process. The field investigation results are theoretically explained by the kinetic mechanism.  相似文献   

Effects of pulp bleach plant effluents on hepatic xenobiotic biotransformation enzymes in fish: Laboratory and field studies     

L. Frlin  T. Andersson  B.-E. Bengtsson  J. Hrdig  . Larsson 《Marine environmental research》1985,17(2-4)

The present preliminary report on studies of the influence of pulp bleach plant effluents on hepatic biotransformation enzymes in fish is a part of a major characterisation of biochemical and physiological effects of effluents from pulp industries in Sweden. Our studies on the xenobiotic biotransformation enzymes demonstrate, so far, that the pulp effluents have the potential to strongly induce 7-ethoxyresorufin-O-deethylase activity (EROD) in fish liver and that fish living in the receiving water of an effluent from a pulp bleach plant have induced hepatic EROD activities as well as higher hepatic UDP glucuronyltransferase activities than those living in an unpolluted area. It is thus apparent that measures of induction of biotransformation enzymes in fish liver may be a useful approach in monitoring the presence of potential hazardous compounds released from pulp industries.  相似文献   

Size distribution of colloidal trace metals and organic carbon during a coastal bloom in the Baltic Sea   总被引：1，自引：0，他引：1  

Johan Ingri  Susanna Nordling  Jenny Larsson  Jenny Rnnegrd  Nina Nilsson  Ilia Rodushkin  Ralf Dahlqvist  Per Andersson   rjan Gustafsson 《Marine Chemistry》2004,91(1-4):117-130

The physico-chemical speciation of organic carbon and selected metals was measured during a coastal bloom in Ekhagen Bay, Baltic Sea, using ultrafiltration.One important objective with the study was to see if any depletion of trace metals could be measured in the directly bioavailable fraction (<1000 Da, the soluble low molecular weight fraction, LMW) during a plankton bloom. Filters with five different cut-offs were used (1 kD (1000 Da), 5 kD, 10 kD, 100 kD and 0.22 μm) in order to delineate the size distribution of colloidal organic carbon (COC) and trace metals.During the bloom in May, LMW Al, Co, Cu, Mn and Ni concentrations decreased although the colloidal and particulate concentrations were relatively high. Data show that desorption of colloidal and particulate bound trace metals to the LMW fraction was slower than the process depleting the LMW fraction.Estimates of the maximum active uptake of Cu, Ni and Mn by the phytoplankton, and the loss of non-bioactive Al from the LMW fraction, indicate that processes other than active uptake by phytoplankton must contribute to the observed depletion of trace metals in the LMW fraction. Hence, in order to estimate the bioavailable pool of trace metals for plankton during bloom conditions, these other processes must be understood and quantified.Transparent Exopolymeric Particles (TEP, reflecting sugar-rich phytoplankton exudates) increased around eight times during the plankton bloom. We hypothesize that the formation of TEP is a process that might be important for the transfer of trace metals from the LMW to the particulate fraction during the phytoplankton bloom, but the significance of TEP for this depletion in Baltic Sea surface water remains to be shown.  相似文献   

Partial isolation and purification of cadmium-binding proteins from rainbow trout liver     

Carl Haux  Per Erik Olsson  Inger Thorsen  Lars Frlin  ke Larsson 《Marine environmental research》1984,14(1-4)

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中华绒螯蟹仔蟹维生素E营养需求研究   总被引：7，自引：0，他引：7  

艾春香  陈立侨  温小波 《海洋科学》2002,26(11):1-5

以酪蛋白、明胶，糊精和去维生素E的鱼油为原料，配制成等氨等能的半纯化基础饲料，每100g基础饲料中分别添加VE0，10，20，40，60，80mg制成试验饲料，对淡化5d的河蟹大眼幼体和后继仔蟹进行了为期25 d的饲养试验，探讨了VE对大眼幼体和仔蟹生长，存活、蜕皮的影响和适宜需求量，结果表明，每100g饲料中分别添20mgt 40mgVE时，Ⅲ期仔蟹的增重率，存活率和蜕皮频率均较高，分别为436．065，51．17％和2．54和487．61％，61．50％和2．58，而VE缺乏组，同期仔蟹的增重率。存活率和蜕皮频率最低，仅分别是264．94％、26．17％和2．21，但是当每100g饲料中VE的添加量提高到80mg时，仔蟹的上述三项指标，不但没有随之升高，反而明显下降，并与VE缺乏的对照组相接近，表明VE添加过量，也会抑制仔蟹的正常生长，存活和蜕皮。VE对仔蟹的正常生长发育，存活和蜕皮是必需的其适宜添加量为每100g饲料中添加20－40mg.  相似文献   

虾蟹类亲体生殖营养需求研究的进展   总被引：10，自引：0，他引：10  

艾春香  李少菁  王桂忠  林琼武 《台湾海峡》2003,22(2):254-261

本文综述了虾蟹类生殖营养的最新研究成果,并讨论了各营养素对虾蟹类亲体成熟、生殖和幼体质量的影响．此外,就今后在虾蟹类亲体生殖营养方面开展深入研究提出了一些建议。  相似文献   

The POC / Th ratio of settling particles isolated using split flow-thin cell fractionation (SPLITT)     

rjan Gustafsson  Jenny Larsson  Per Andersson  Johan Ingri 《Marine Chemistry》2006,100(3-4):314

The common assumption that the ratio between particulate organic carbon (POC) and particulate ²³⁴Th obtained from shallow sediment traps and filterable particles are representative of the ratio in the total particle settling flux should be treated with caution in view of well-known biases associated with tethered shallow sediment traps and the decoupling between size and settling velocity of many natural particle regimes. To make progress toward reliably constraining the POC / ²³⁴Th ratio on truly settling particles, we have tested here a settling collection technique designed to remove any hydrodynamic bias; split flow-thin cell fractionation (SPLITT). These first results from a North Sea fjord and an open Baltic Sea time-series station indicates that the POC / ²³⁴Th ratio on the more complete particle-settling spectrum, isolated with SPLITT, was higher than the POC / ²³⁴Th ratio obtained simultaneously from tethered shallow sediment traps in seven out of seven parallel deployments with an average factor of 210%. The POC / ²³⁴Th ratio from the SPLITT was either in the same range or higher than that obtained on filtered “bulk” particles. To explain this novel data we hypothesize that the slowest settling fraction is organic-matter rich and does not strongly complex ²³⁴Th (i.e., high POC / ²³⁴Th). We suggest that this ultra-slow sinking fraction is better collected by SPLITT than with tethered sediment traps because of minimized hydrodynamic bias.This was tested using the ratio of POC / Al as a tracer of detrital mineral-ballast influenced settling velocity. The higher POC / Al ratios in SPLITT samples relative to in traps is consistent with the hypothesis that SPLITT is better suited for collecting also the slow-settling component of sinking particles. This important slow-settling component appears to here consist primarily of non-APS/TEP components of plankton exudates or other less-strongly ²³⁴Th-complexing organic matter. Further applications of the SPLITT technique are likely to return increasingly new insights on the composition (including “truly settling” POC / ²³⁴Th) of the total spectrum of particles settling out of the upper ocean.  相似文献   

多目标粒子群算法与选址中的形状优化   总被引：3，自引：0，他引：3  

黎海波  黎夏  刘小平  艾彬  刘涛 《遥感学报》2008,12(5)

选址问题是GIS最基本的任务之一.一般性的选址是基于点的位置优化,可利用有关GIS功能完成.实际的选址问题是很复杂的.在给定设施的数量和面积前提下,需要在空间上确定设施的最佳位置,并对形状进行优化,以获取最大的效用.采用一般的方法无法求解这种最优化问题.而且,当选址问题涉及多个目标和不同的约束性条件时,就会变得异常复杂.提出了利用多目标粒子群优化算法和区域形状变异算法相结合来解决复杂的空间选址问题.具有智能的搜索方法,大大提高了空间搜索能力,并保持了搜索区域的连通性,取得了较好的效果.  相似文献