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1.
The pelagic species is closely related to the marine environmental factors, and establishment of forecasting model of fishing ground with high accuracy is an important content for pelagic fishery. The chub mackerel(Scomber japonicus) in the Yellow Sea and East China Sea is an important fishing target for Chinese lighting purse seine fishery. Based on the fishery data from China's mainland large-type lighting purse seine fishery for chub mackerel during the period of 2003 to 2010 and the environmental data including sea surface temperature(SST), gradient of the sea surface temperature(GSST), sea surface height(SSH) and geostrophic velocity(GV), we attempt to establish one new forecasting model of fishing ground based on boosted regression trees. In this study, the fishing areas with fishing effort is considered as one fishing ground, and the areas with no fishing ground are randomly selected from a background field, in which the fishing areas have no records in the logbooks. The performance of the forecasting model of fishing ground is evaluated with the testing data from the actual fishing data in 2011. The results show that the forecasting model of fishing ground has a high prediction performance, and the area under receiver operating curve(AUC) attains 0.897. The predicted fishing grounds are coincided with the actual fishing locations in 2011, and the movement route is also the same as the shift of fishing vessels, which indicates that this forecasting model based on the boosted regression trees can be used to effectively forecast the fishing ground of chub mackerel in the Yellow Sea and East China Sea. 相似文献
2.
The Antarctic krill(Euphausia superba) is a key species in the Southern Ocean ecosystem and an important link in the food web of the Antarctic ecosystem. The trophic information for this species during the transition from the austral fall to the winter is important to understand its poorly known overwintering mechanisms. However, the few studies on the topic differ in their results, in terms of both spatial and temporal variables. We investigated the size dependence and monthly and regional variation in δ~(13) C and δ~(15) N values of adult krill in the Antarctic Peninsula, in the austral fall(April to May) and the early winter(June). We aimed to examine the trophic variations of krill occurred during this period, and the relationship between krill and their feeding environment in the Antarctic marine ecosystem. The following results were obtained:(1) no significant relationship was observed between size and the δ13 C value of krill, but the δ15 N value of krill presented a remarkable association with size;(2)the δ13 C values of krill increased during the austral fall, but no remarkable variation existed at the onset of winter,and the δ15 N values were not significant different during this period;(3) mean δ15 N values of krill differed significantly between the Bransfield Strait and the South Shetland Islands. Our data imply that adult krill present size-, season-, and region-dependent trophic variation during the transition from austral fall to early winter in the Antarctic Peninsula. 相似文献
3.
The southern Patagonian stock(SPS) of Argentinian shortfin squid, Illex argentinus, is an economically important squid fishery in the Southwest Atlantic. Environmental conditions in the region play an important role in regulating the population dynamics of the I. argentinus population. This study develops an environmentally dependent surplus production(EDSP) model to evaluate the stock abundance of I. argentines during the period of 2000 to 2010. The environmental factors(favorable spawning habitat areas with sea surface temperature of 16–18°C) were assumed to be closely associated with carrying capacity(K) in the EDSP model. Deviance Information Criterion(DIC) values suggest that the estimated EDSP model with environmental factors fits the data better than a Schaefer surplus model without environmental factors under uniform and normal scenarios.The EDSP model estimated a maximum sustainable yield(MSY) from 351 600 t to 685 100 t and a biomass from 1 322 400 t to1 803 000 t. The fishing mortality coefficient of I. argentinus from 2000 to 2010 was smaller than the values of F_(0.1) and F_(MSY). Furthermore, the time series biomass plot of I. argentinus from 2000 to 2010 shows that the biomass of I.argentinus and this fishery were in a good state and not presently experiencing overfishing. This study suggests that the environmental conditions of the habitat should be considered within squid stock assessment and management. 相似文献
4.
The current lack of high-precision information on subsurface seawater is a constraint in fishery research. Based on Argo temperature and salinity profiles, this study applied the gradient-dependent optimal interpolation to reconstruct daily subsurface oceanic environmental information according to fishery dates and locations. The relationship between subsurface information and matching yellowfin tuna(YFT) in the western and central Pacific Ocean(WCPO) was examined using catch data from January 1... 相似文献
5.
With the decline of fish stocks, the proportions of economically important invertebrates like crustaceans and cephalopods have increased in the Bohai Sea. The community structure and trophic level of economically important invertebrates were analyzed using the bottom trawl survey data collected by the Yellow Sea Fisheries Research Institute in the Bohai Sea in May and August of 1958–1959, 1982, 1992–1993, 2004, 2009 and 2015. A total of 37 species of economically important invertebrates, belonging to 5 orders, 24 families, were captured. The biomass densities of economically important invertebrates in the Bohai Sea displayed an overall downward trend from 1982 to 2015. Oratosquilla oratoria and Loligo spp. were the most dominant species in the past 30 years, the biomass proportion of O. oratoria increased gradually in both May and August from 1982 to 2015. Moreover,biodiversity indices of economically important invertebrates in the Bohai Sea appeared to decline from 1982 to2004 and then increased in 2015. Similarly, the mean trophic level of economically important invertebrates declined from 1982 to 2004 and increased slightly in 2015. Overall, although the proportions of invertebrates have increased, the biomass densities in the Bohai Sea have displayed an overall downward trend from 1982 to 2015.The increases in the biodiversity and trophic level of economically important invertebrates after the 2000 s,possibly benefit from stock enhancement projects implemented by governments at different levels and national fishery management measures such as the "double-control" of the total number and engine power of fishing vessels and summer moratorium of fishing. 相似文献
6.
The spatial and temporal characteristics of trophic structure of fish communities in the southern Huanghai Sea were examined based on the data sampled from bottom trawl surveys conducted during the autumn of 2000 and the spring of 2001. Hierarchical agglomerative cluster method and bootstrap randomization were used to identify significant trophic groups for each fish assemblage in the southern Huanghai Sea. A total of six major trophic groups were identified within this system, which classified predators based upon location in the water column or prey size （ i. e. , benthic to pelagic predators or fish to small invertebrate prey predators）. The similarity level used to identify significant trophic groups in each assemblage ranged from 24% to 34%. Although planktivores were the dominant trophic group in each assemblage （60% - 79% ）, there were spatial and temporal variations in the trophic structure, which reflected the differences in the abundance and availability of dominant preys. Simplified food webs were constructed to evaluate the most important trophic relationships between the dominant prey taxa and the fishes in each assemblage within this system. Although there were some differences in the key prey species among different food webs, pelagic prey items （mainly euphausiids and copepods） represent the most important energetic link between primary producers and higher trophic level predators. The trophic level for most fishes was between 3 and d, and the weighted mean trophic level for each assemblage ranged from 3.3 to 3.4. Compared with previous study in the mid-1980s, there was an obvious downward trend in the trophic level for most fish species, which resulted mainly from the fluctuation in key prey species in the Huanghai Sea. The decrease in the importance of Japanese anchovy seems to be offset by other abundant prey species such as Euphausia pacifica and copepods （ mainly Calanus sinicus ） . 相似文献
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8.
李若钝 《海洋学报(英文版)》1985,4(4):548-556
In this paper the relationship between the variation of shrimp resources (which is sensitive to the sea temperature of the Huanghai and Bohai Seas) and the equatorial sea surface temperature is analysed, the results obtained showing high correlation between the two. Therefore, a new approach to studying long-term variational law of fishery resources and forecasting method is made through large-scale air-sea interaction. 相似文献
9.
The carbon cycle of lower trophic level in the Bohai Sea is studied with a three-dimensional biological and physical coupled model. The influences of the processes (including horizontal advection, river nutrient load, active transport etc. ) on the phytoplankton biomass and its evolution are estimated. The Bohai Sea is a weak sink of the CO2 in the atmosphere. During the cycle, 13.7% of the gross production of the phytoplankton enter the higher trophic level and 76.8 % of it are consumed by the respiration itself. The nutrient reproduction comes mainly from the internal biogeochemical loop and the rem-ineralization is an important mechanism of the nutrient transfer from organic form to inorganic. Horizontal advection decreases the total biomass and the eutrophication in some sea areas. Change in the nutrient load of a river can only adjust the local system near its estuary. Controlling the input of the nutrient, which limits the alga growth, can be very useful in lessening the phytoplankton biomass. 相似文献
10.
Experimental Study on Coupled Cross-Flow and in-Line Vortex-Induced Vibration of Flexible Risers 总被引：1，自引：1，他引：0
In this work, we study the coupled cross-flow and in-line vortex-induced vibration （VIV） of a fixedly mounted flexible pipe, which is free to move in cross-flow （ Y- ） and in-line （ X- ） direction in a fluid flow where the mass and natural frequencies are precisely the same in both X- and Y-direction. The fluid speed varies from low to high with the corresponding vortex shedding frequency varying from below the first natural frequency to above the second natural frequency of the flexible pipe. Particular emphasis was placed on the investigation of the relationship between in-line and cross-flow vibration. The experimental results analyzed by using these measurements exhibits several valuable features. 相似文献
11.
东海南部海洋净初级生产力与鲐鱼资源量变动关系的研究 总被引：6，自引：3，他引：3
海洋初级生产力决定海洋渔业资源的潜在产量,我国应用海洋初级生产力方法估算渔业资源量亦已取得不少研究成果,但海洋生态系统中的营养控制机制复杂多样,将影响海洋初级生产力与鱼类资源量的关系。本文利用中国大型灯光围网渔业在东海南部渔场的鲐鱼(Scomber japonicus)捕捞数据与海洋净初级生产力的遥感资料分析了鲐鱼资源量变化与净初级生产力的关系,探讨了其生态系统营养控制机制。研究结果表明,净初级生产力与标准化CPUE(Catch Per Unit Effort)不存在显著的线性关系(P>0.05),但呈显著非线性关系(P<0.05),且这种非线性关系表现为倒抛物线,即鲐鱼资源量随净初级生产力的增加而提高,但当净初级生产力进一步增加,鲐鱼资源量则呈下降趋势。净初级生产力与标准化CPUE呈显著的倒抛物线关系表明生态系统存在上行控制机制,但并非受该机制完全控制。种间竞争或浮游动物资源量的变动均可能引起鲐鱼资源的相对丰度与净初级生产力呈倒抛物线关系。 相似文献
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中国近海鲐鱼资源时空分布与海洋净初级生产力的关系研究 总被引：2，自引：0，他引：2
海洋净初级生产力影响了浮游动植物的空间分布和丰度，因此决定了海洋渔业的潜在产量。本文根据2006-2015年7-9月中国远洋渔业数据中心提供的中国近海鲐鱼捕捞数据和海洋净初级生产力遥感数据，以单位捕捞努力量渔获量（CPUE）表征资源丰度，以经度和纬度重心表征空间分布，分析研究了鲐鱼资源丰度和空间分布与海洋净初级生产力的关系。研究结果表明，2006-2015年鲐鱼产量、CPUE、经度和纬度重心呈现明显的月份和年际变化，7-9月渔场内净初级生产力空间分布模式不同。频率分布结果表明7-9月鲐鱼对应的适宜净初级生产力浓度范围分别为300~500 mg/（m2·d）（以碳计，下同），300~400 mg/（m2·d），300~400 mg/（m2·d）。相关分析结果表明，鲐鱼资源丰度与适宜净初级生产力海域范围比例呈显著正相关，且鲐鱼纬度重心与适宜净初级生产力海域平均纬度呈显著正相关关系，这表明渔场内的净初级生产力大小和分布模式显著影响鲐鱼的资源丰度和渔场重心位置。在鲐鱼主要分布海域25°~30°N，120°~130°E范围内，鲐鱼资源丰度与净初级生产力大小呈显著负相关关系。此外，不同气候条件下鲐鱼渔场净初级生产力大小变化不同，2007年和2010年强拉尼娜年份以及2009年中强厄尔尼诺年份鲐鱼渔场范围海洋净初级生产力降低，但适宜的海洋净初级生产力范围增大，导致鲐鱼资源丰度上升；而2015年超强厄尔尼诺年份鲐鱼渔场范围内海洋净初级生产力上升，但适宜的海洋净初级生产力范围显著减小，因此鲐鱼资源丰度相对降低。研究表明，中国近海鲐鱼资源时空分布与海洋净初级生产力具有显著关联。 相似文献
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《African Journal of Marine Science》2013,35(1):391-414
A balanced trophic flow model of the southern Benguela ecosystem is presented, averaging the period 1980–1989 and emphasizing upper trophic levels. The model is based largely on studies conducted within the framework of the Benguela Ecology Programme and updates the results of an expert workshop held in Cape Town in September 1989. Small pelagic fish other than anchovy Engraulis capensis and sardine Sardinops sagax, mainly round herring Etrumeus whiteheadi and mesopelagic fish, were important components of the food web in the southern Benguela. Severe balancing difficulties were encountered with respect to the semi-pelagic resources (hake Merluccius spp.) and demersal top predators (sharks), indicating the need for further research on the interaction of these groups with their ecosystem. The model is compared to other existing trophic flow models of ecosystems in major upwelling areas, i.e. the northern Humboldt Current (4–14°S), the California Current (28–42°N) and the southern Canary Current (l2–25°N), and to two independently constructed models of the northern Benguela ecosystem. These models are compared using network analysis routines of the ECOPATH software, focusing on the interactions between the five dominant fish species (anchovy, sardine, horse mackerel Trachurus trachurus capensis, chub mackerel Scomber japonicus and hake) that support important fisheries in all systems. The upwelling systems rank by size rather than species dominance. The ratio of catches and primary production differs between systems, partly because of differences in fishing regimes. Predation on the five dominant fish groups by other fish in the system was the most important cause of fish mortality in all models. Fishery catches are generally a larger cause of mortality for these groups than predation by mammals. The ecological cost of fishing appears to be comparatively low in the southern Benguela, because catches are low compared with the primary production, but also because the fishery is relatively low in the foodweb. However, in view of the very tight foodweb demonstrated in the model. it is likely that an increase in fishing pressure would cause severe trade-offs with respect to other components of the southern Benguela ecosystem. 相似文献
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Trophic modeling of the Northern Humboldt Current Ecosystem, Part I: Comparing trophic linkages under La Niña and El Niño conditions 总被引：1，自引：1，他引：0
Jorge Tam Marc H. Taylor Vernica Blaskovic Pepe Espinoza R. Michael Balln Erich Díaz Claudia Wosnitza-Mendo Juan Argüelles Sara Purca Patricia Ayn Luis Quipuzcoa Dimitri Gutirrez Elisa Goya Noemí Ochoa Matthias Wolff 《Progress in Oceanography》2008,79(2-4):352
The El Niño of 1997–98 was one of the strongest warming events of the past century; among many other effects, it impacted phytoplankton along the Peruvian coast by changing species composition and reducing biomass. While responses of the main fish resources to this natural perturbation are relatively well known, understanding the ecosystem response as a whole requires an ecotrophic multispecies approach. In this work, we construct trophic models of the Northern Humboldt Current Ecosystem (NHCE) and compare the La Niña (LN) years in 1995–96 with the El Niño (EN) years in 1997–98. The model area extends from 4°S–16°S and to 60 nm from the coast. The model consists of 32 functional groups of organisms and differs from previous trophic models of the Peruvian system through: (i) division of plankton into size classes to account for EN-associated changes and feeding preferences of small pelagic fish, (ii) increased division of demersal groups and separation of life history stages of hake, (iii) inclusion of mesopelagic fish, and (iv) incorporation of the jumbo squid (Dosidicus gigas), which became abundant following EN. Results show that EN reduced the size and organization of energy flows of the NHCE, but the overall functioning (proportion of energy flows used for respiration, consumption by predators, detritus and export) of the ecosystem was maintained. The reduction of diatom biomass during EN forced omnivorous planktivorous fish to switch to a more zooplankton-dominated diet, raising their trophic level. Consequently, in the EN model the trophic level increased for several predatory groups (mackerel, other large pelagics, sea birds, pinnipeds) and for fishery catch. A high modeled biomass of macrozooplankton was needed to balance the consumption by planktivores, especially during EN condition when observed diatoms biomass diminished dramatically. Despite overall lower planktivorous fish catches, the higher primary production required-to-catch ratio implied a stronger ecological impact of the fishery and stresses the need for precautionary management of fisheries during and after EN. During EN energetic indicators such as the lower primary production/total biomass ratio suggest a more energetically efficient ecosystem, while reduced network indicators such as the cycling index and relative ascendency indicate of a less organized state of the ecosystem. Compared to previous trophic models of the NHCE we observed: (i) a shrinking of ecosystem size in term of energy flows, (ii) slight changes in overall functioning (proportion of energy flows used for respiration, consumption by predators and detritus), and (iii) the use of alternate pathways leading to a higher ecological impact of the fishery for planktivorous fish. 相似文献
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为改善热带珊瑚岛礁型海洋牧场的珊瑚礁生境,实现生物资源的养护和渔业资源的产出功能,在对海参等高值经济种开展底播增殖前,科学评估其生态容量是防止引发海洋牧场生态风险的重要保证。运用生态系统模型法评估了三亚蜈支洲岛热带珊瑚岛礁海洋牧场花刺参(Stichopus monotuberculatus)的底播增殖容量。根据2020~2021年蜈支洲岛海洋牧场近岛区渔业资源调查与环境因子数据,运用Ecopath with Ecosim 6.6软件构建了该海域的生态系统营养通道模型。研究表明:生态系统各功能组营养级范围介于1~3.52,系统的食物网结构以牧食食物链为主,总能流中有43%的能量来源于碎屑功能组,其在系统总能流中有重要地位。系统的总平均能量传递效率为9.353%,略低于林德曼能量传递效率(10%)。总初级生产量/总呼吸量为3.726,总初级生产量/总生物量为28.834,系统连接指数为0.256,杂食性指数为0.120,系统Finn''s循环指数和平均路径长度分别为2.485%和2.379,表明近岛区生态系统食物网结构较为简单,且系统稳定性和成熟度偏低,易受外界干扰。根据模型评估的花刺参增殖生态容量为110.21 t/km2,是现存量的206 倍,有较大增殖空间,并且达到生态容量后碎屑组的能量再循环利用效率将显著增加,营养级结构能得到进一步优化,系统稳定性及成熟度将有所提高。基于研究结果,可适当采捕与花刺参生态位相近的生物,同时增殖放流其他处于不同营养层次的经济种,从而减少种间竞争,有效利用系统冗余能量,进而扩大花刺参的生态容量,实现海洋牧场的健康可持续发展。 相似文献
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两类强度厄尔尼诺和拉尼娜事件对中国近海鲐鱼栖息地的影响 总被引：5，自引：1，他引：4
鲐鱼是中上层鱼类，具有较高经济价值，其种群受到气候和海洋环境的显著影响。本文根据2006-2015年7-9月中国远洋渔业数据中心提供的中国近海鲐鱼捕捞和海表温度以及海面高度两个关键环境因子的数据，构建了基于捕捞努力量的鲐鱼综合栖息地指数模型，分析研究了在不同强度厄尔尼诺和拉尼娜条件下鲐鱼栖息地适宜性的变动规律。通过计算和交叉验证，结果发现，基于算术平均法的栖息地模型能够较好地预测鲐鱼渔场栖息地适宜性指数。空间相关性结果表明，鲐鱼渔场主要作业海域范围内海表温度异常与栖息地指数值呈显著正相关关系，而海表面高度异常与栖息地指数值呈显著负相关关系。不同强度厄尔尼诺和拉尼娜事件对鲐鱼种群影响不同，具体表现为:相对于中强度厄尔尼诺事件（或中强度拉尼娜事件），超强厄尔尼诺事件（或强拉尼娜事件）驱动鲐鱼主要作业海域内温度下降（或上升），海面高度上升（或降低），鲐鱼渔场适宜栖息地面积显著减小（或增大），导致鲐鱼单位捕捞努力量渔获量骤减（或显著增加）。研究表明，中国近海鲐鱼栖息地适宜性与厄尔尼诺和拉尼娜事件显著相关，且随着异常气候事件强度的不同而发生变化。 相似文献
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基于2018年海州湾及邻近海域的渔业资源底拖网调查数据，运用Ecopath with Ecosim 6.5 (EwE)软件构建由26个功能群组成的海州湾及邻近海域生态系统Ecopath模型，对现阶段该生态系统的营养结构、营养相互关系和系统总特征等进行分析，旨在为实施基于生态系统的渔业管理提供理论依据。结果表明:海州湾及邻近海域生态系统各功能群的营养级范围为1.00～4.19，其中鱼类营养级范围较广，为3.22～4.19；浮游动物和其他软体动物受初级生产者和捕食者的双重作用，处于重要的营养位置；生态系统总体特征分析显示，该生态系统的总初级生产量与总呼吸量的比值为7.096，总初级生产量与总生物量的比值为56.866，系统的连接指数和系统杂食指数分别为0.429和0.204，说明该生态系统目前处于不成熟、不稳定的状态，容易受外界扰动的影响。本文通过对海州湾及邻近海域生态系统模型进行研究，解析了该海域营养结构和系统发育状况，将为海州湾渔业资源的可持续利用和科学管理提供理论依据。 相似文献
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Evaluation of the Effect of Marine Ranching Activities on the Tongyeong Marine Ecosystem 总被引：1，自引：0，他引：1
Using ecosystem models (Ecopath, Ecosim, and Ecospace), we assessed the structure and function of the Tongyeong marine ranching ecosystem and compared changes in various ecosystem components before and after marine ranching activities. An ecosystem structure model, Ecopath, was used to estimate the changes in biomass and trophic level of major species or groups, the relative contribution of target species or groups to the total flow of energy (throughput), and niche overlaps and impacts of competition between major species or groups. It showed that the Tongyeong ecosystem had 4 trophic levels. A large amount of energy flows occurred at trophic levels 3 and 4, and jacopever rockfish (Sebastes schlegelii) and black rockfish (S. inermis) that were target species for stock enhancement belonged to trophic level 3, indicating that those two species played an important role in the ecosystem. Using an ecosystem dynamic model, Ecosim, the mechanism of dynamic changes in the quantity of target species or groups was investigated to identify the effects of stock enhancement activities and impacts of fishing intensity. After marine ranching activities, the biomass of two target species had increased, while those of most other fish groups decreased. Assuming that fishing mortality was double the current level, the biomass of most fish groups decreased but jacopever rockfish maintained its current stock level due to excessive stock enhancement and low fishing mortality in recent years. An ecosystem space model, Ecospace, was employed to simulate the temporal and spatial dynamics of the biomass of organisms in order to examine how resource enhancement activities have changed the distribution and abundance of target species or groups in the ecosystem. The distribution pattern of jacopever rockfish and black rockfish showed stronger aggregations around reefs and rocky areas with high stock densities after ranching. However, most of the other fish groups exhibited lower densities in the marine ranching area, while they showed higher densities outside the marine ranching area. Thus, it would be necessary to take appropriate holistic management actions based on the ecosystem-based approach to keep the ranching ecosystem healthy and to maintain the fishery production of the ecosystem at the maximum sustainable level. 相似文献