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Home range study of the Korean water deer (Hydropotes inermis agyropus) using radio and GPS tracking in South Korea: comparison of daily and seasonal habitat use pattern 韩国水鹿(Hydropotes inermis agyropus)的无线电和GPS追踪研究:日常和季节性栖息地使用模式的比较
Pub Date : 2011-12-01 DOI: 10.5141/JEFB.2011.038
Baek-Jun Kim, Sangdon Lee
The water deer (Hydropotes inermis) is one of the most primitive extant deer of the family Cervidae. Unlike Chinese water deer, Korean water deer have rarely been studied, even though they have relatively well remained in Korea. In particular, the home range of the Korean water deer has not yet been studied. Here we estimated the home range of the Korean water deer using two different methods (GPS and radio tracking) and analyzed the home range according to sex, time, and season. The mean home range size of four individuals was 2.77 and 0.34 under the 95% minimum convex polygon (MCP) and the 50% kernel (K) method, respectively. There seemed to be a difference in home range size between males (3.30 ) and females (2.25 ) under the 95% MCP method. We also found a difference in home range size between day (1.90 ) and night (2.43 ) by 95% MCP method. In addition, a home range size difference was observed between summer (4.65 ) and spring (0.48 ) or fall (0.85 ) using the 95% MCP method. Water deer seemed to have a larger home range in night than in day, and males also have a larger home range. We presumed that the GPS tracking method of the code division multiple access system could be a very useful tool for understanding the ecology of the water deer using the radio tracking method. Using these tracking methods and through future research, we can better understand the habitat use pattern of these water deer.
水鹿(Hydropotes inermis)是鹿科现存最原始的鹿之一。与中国的水鹿不同,韩国的水鹿虽然在国内存活得相对较好,但很少被研究过。特别是韩国水鹿的活动范围还没有被研究过。本文采用两种不同的方法(GPS和无线电追踪)估计了韩国水鹿的家园范围,并根据性别、时间和季节分析了家园范围。95%最小凸多边形(MCP)法和50%核(K)法的4个个体的平均家园范围大小分别为2.77和0.34。在95% MCP法下,雄性(3.30)和雌性(2.25)的家范围大小似乎存在差异。通过95% MCP方法,我们还发现白天(1.90)和夜间(2.43)的家范围大小存在差异。此外,采用95% MCP法观察到夏季(4.65)与春季(0.48)或秋季(0.85)之间的家蝇范围大小差异。水鹿在夜间的活动范围似乎比白天更大,雄性也有更大的活动范围。我们认为,利用码分多址系统的GPS跟踪方法可以为利用无线电跟踪方法了解水鹿的生态提供一个非常有用的工具。通过这些跟踪方法,并通过未来的研究,我们可以更好地了解这些水鹿的栖息地利用模式。
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引用次数: 12
Bird and plant companion species predict breeding and migrant habitats of the genus Oenanthe 鸟类和植物伴生物种预测了大鲵属的繁殖和迁徙栖息地
Pub Date : 2011-09-01 DOI: 10.5141/JEFB.2011.031
Stefan Pentzold, Constanze Pentzold, C. Randler
Analysing companion species from unrelated taxa concentrated so far mainly on identifying biosurrogacy in terms of conservation biology. No study has investigated companion bird and plant species to predict breeding and migrant habitats of a bird genus. In this study we recorded and analysed companion bird and plant species of the breeding bird Cyprus Wheatear Oenanthe cypriaca and four migranting Oenanthe species on Cyprus. We found characteristic companion species in Cyprus Wheatear’s, Wheatear migrant’s and in control habitats where no Wheatears were present. We show that plant and bird companion species can be used as discriminating factors to predict breeding and migrant habitats of the genus Oenanthe on Cyprus. Furthermore, habitat preferences of Cyprus Wheatear’s companion species indicate bushy and vegetation rich habitats avoiding woodland on the one hand and managed farmland on the other hand. In comparison, migrant Wheatear and control habitats were characterised by companion species pointing to a high openness. These results support former habitat descriptions of Cyprus Wheatear and migrant Wheatears. In more general, this study shows that companion species from unrelated taxa can be used to predict breeding and migrant habitats of a bird genus.
对不相关类群伴生种的分析目前主要集中在保护生物学方面的生物替代鉴定。目前还没有研究对伴侣鸟类和植物物种进行调查,以预测鸟类属的繁殖和迁徙栖息地。本研究记录并分析了塞浦路斯种鸟塞浦路斯麦穗和4种塞浦路斯候鸟的伴鸟和植物种类。我们在塞浦路斯麦穗、麦穗迁徙者和没有麦穗存在的对照生境中发现了典型的伴生种。研究结果表明,植物和鸟类伴侣种可以作为预测塞浦路斯欧南属繁殖和迁徙栖息地的判别因子。此外,塞浦路斯小麦伴生种的生境偏好表明,它们在茂密和植被丰富的栖息地,一方面避开林地,另一方面避开有管理的农田。迁移地和对照地均以伴生种为主,开放性较高。这些结果支持了塞浦路斯小麦和迁徙小麦的栖息地描述。从更广泛的意义上说,本研究表明,来自不相关分类群的伴侣种可以用来预测鸟类属的繁殖和迁徙栖息地。
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引用次数: 2
Current status of Korea Long-Term Ecological Research (KLTER) Network activities compared with the framework activities of the Long-Term Ecological Research (LTER) Networks of the United States and China 韩国长期生态研究(KLTER)网络活动的现状与美国和中国长期生态研究(ltter)网络框架活动的比较
Pub Date : 2011-03-01 DOI: 10.5141/JEFB.2011.004
Eun-Shik Kim, Young-sun Kim
Since the initiation of national Long-Term Ecological Research (LTER) Network activities in the US and China from 1980 and 1988, respectively, and that of the International LTER (ILTER) Network activities from 1993, there are currently more than 40 national/territorial LTER networks developed globally. The developmental stage of each national/territorial LTER network can be evaluated as a fully active network, a consolidating network, or an inactive network. In order for the Korea LTER Network to be promoted from a consolidating network to a fully active network, the categories and criteria for evaluating the stage of the Networks were suggested by stage, current status was evaluated, and further directions were suggested for each category. In this review, the developmental histories of the fully active LTER networks of the US and China were reviewed, and best practices were introduced. In order for the Korea LTER Network to be promoted from a consolidating network to a fully active network, the criteria to be further promoted include: establishing bylaws and organizational entities specified in the bylaws; making strategic plans in science, monitoring, and research; and finding the core mechanism to serve societies in education and outreach. The highest priority is to develop a strategic plan to promote the Korea LTER Network.
自美国和中国分别于1980年和1988年启动国家长期生态研究(LTER)网络活动以及1993年启动国际长期生态研究(ILTER)网络活动以来,目前全球已建立了40多个国家/地区的长期生态研究网络。每个国家/地区LTER网络的发展阶段可以评价为一个充分活跃的网络、一个巩固的网络或一个不活跃的网络。为了把韩国LTER网络从整合型网络提升为全面活跃的网络,分阶段提出了评价网络阶段的类别和标准,评价了网络的现状,并对每个类别提出了进一步的发展方向。本文回顾了美国和中国充分活跃的LTER网络的发展历史,并介绍了其最佳实践。为了使韩国LTER网络从一个整合网络提升为一个充分活跃的网络,需要进一步提升的标准包括:建立章程和章程中规定的组织实体;制定科学、监测和研究战略规划;找到在教育和推广方面为社会服务的核心机制。当务之急是制定促进韩国LTER网络的战略计划。
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引用次数: 6
Long-term variations in water quality in the lower Han River 汉江下游水质的长期变化
Pub Date : 2011-03-01 DOI: 10.5141/JEFB.2011.005
Myoung-sun Shin, Jaeyong Lee, Bomchul Kim, Y. Bae
The Han River is the main water resource for the Seoul metropolitan area (Korea) with twenty million people relying on it, and its eutrophication is of great concern for preserving drinking water quality. In this study, long-term trends in biological oxygen demand (BOD), chemical oxygen demand (COD), total phosphorus (TP), total nitrogen (TN), and suspended solids at a downstream site of the river (St. Gui) are presented from 1989 to 2006 using data from the Ministry of the Environment. Longitudinal distributions in TP, TN, and chlorophyll-a concentration were measured in the downstream reaches between the Paldang Dam and Haengju Bridge. The long-term average BOD was 1.82 ± 0.67 mg/L and showed a decreasing trend, whereas COD did not vary consistently with a long-term average of 3.46 ± 0.87 mg/L, and consequently, the BOD/COD ratio decreased. This pattern can be interpreted as an increasing trend in the nonbiodegradable organic matter/biodegradable organic matter ratio, which can be attributed to enhanced sewage treatment. The long-term record for concentration did not show a consistent delate trend, whereas the seasonal variation was remarkably large with high concentrations during the flood season. In contrast, phytoplankton density was higher during low-flow seasons. It seemed that hydraulic residence time was the major factor controlling phytoplankton, as is typical in a lotic environment, which overwhelmed the effects of other factors such as temperature, nutrients, and solar radiation. In conclusion, BOD has decreased in the lower Han River system, but nonbiodegradable organic matter and phosphorus concentrations have not decreased.
汉江是拥有2000万人口的首都圈的主要水源,其富营养化是维持饮用水质量的重要问题。本研究利用环境部的数据,分析了1989 - 2006年长江下游圣桂河流域生物需氧量(BOD)、化学需氧量(COD)、总磷(TP)、总氮(TN)和悬浮物的长期变化趋势。测定了八堂坝至行州大桥下游总磷、总氮和叶绿素a浓度的纵向分布。长期平均BOD为1.82±0.67 mg/L,呈下降趋势,而COD变化不一致,长期平均为3.46±0.87 mg/L,因此BOD/COD比值下降。这种模式可以解释为不可生物降解的有机物/可生物降解的有机物比率呈上升趋势,这可归因于污水处理的加强。浓度的长期记录没有一致的变化趋势,而季节变化非常大,在汛期浓度较高。反之,浮游植物密度在枯水期较高。水力停留时间似乎是控制浮游植物生长的主要因素,这在水生环境中是典型的,它压倒了温度、营养物质和太阳辐射等其他因素的影响。综上所述,汉江下游水系BOD下降,但不可降解有机质和磷浓度没有下降。
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引用次数: 6
Korea National Long-Term Ecological Research: provision against climate change and environmental pollution (Review) 韩国国家长期生态研究:应对气候变化和环境污染的规定(审查)
Pub Date : 2011-03-01 DOI: 10.5141/JEFB.2011.002
Ji Yoon Kim, G. Joo, Yuno Do, Gu-Yeon Kim, Byeonggug Yang, Myungjin Kim, Chang Seok Lee
The Korea National Long-Term Ecological Research (KNLTER) was initiated in 2004 by the Korean Ministry of Environment. This project entered its third and final phase in 2010. Committee members have suggested that the project needs to be assessed in terms of its achievement and advised regarding its refinement. In this review, we recapitulated the last 7 years of KNLTER progress for developing further program improvements. We reviewed ecological research before the existing LTER, project initiation, the increase in the number of research sites, and research topics. Then, we briefly exam ine the status of KNLTER and discuss areas for improvement and avenues for further research. The KNLTER established 20 research sites covering 80 topics related to terrestrial, freshwater, coastal, and animal ecology. To strengthen its role in LTER research, KNLTER participants need to confirm standard protocols and data formats for an efficient interaction with other LTER programs. All participants should enhance communication at both the domestic and international levels to reach out and collaborate on research and multidisciplinary studies. Climate change and environmental pollution issues will be solved with a global research network and long-term research projects focusing on this issue.
韩国国家长期生态研究(KNLTER)是环境部于2004年启动的。该项目于2010年进入第三阶段,也是最后阶段。委员会成员建议,该项目需要根据其成就进行评估,并就其改进提出建议。在这篇综述中,我们总结了过去7年KNLTER的进展,以进一步改进项目。我们回顾了现有LTER之前的生态学研究、项目启动、研究地点数量的增加和研究课题。然后,我们简要地回顾了KNLTER的现状,并讨论了改进的领域和进一步研究的途径。KNLTER建立了20个研究点,涵盖80个主题,涉及陆地、淡水、海岸和动物生态学。为了加强其在LTER研究中的作用,KNLTER参与者需要确认标准协议和数据格式,以便与其他LTER项目进行有效的交互。各方应加强在国内和国际层面的交流,在研究和多学科研究方面进行接触和合作。气候变化和环境污染问题将通过全球研究网络和长期研究项目来解决。
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引用次数: 6
CO 2 flux in a cool-temperate deciduous forest (Quercus mongolica) of Mt. Nam in Seoul, Korea 韩国首尔南山寒温带落叶林(蒙古栎)CO 2通量
Pub Date : 2011-03-01 DOI: 10.5141/JEFB.2011.012
S. Joo, Moonsoo Park, Gyung-Soon Kim, Chang-Seok Lee
The Namsan Ecological Tower Site based on a flux tower was equipped with eddy covariance and automatic opening/closing chamber systems to collect long-term continuous measurements of flux, such as the net ecosystem exchange (NEE) and soil efflux in a cool-temperate Quercus mongolica forest. The mean concentrations of atmospheric () during the summer were smaller than those measured () during the winter. The mean flux during the summer period was negative (), while that during the winter period was positive (). was deposited from the atmosphere to the surface in the summer. The daily mean value of soil efflux increased from spring to summer. The seasonal pattern in the rate of soil efflux tightly followed the seasonal pattern in soil temperatures. The values for soil efflux varied in a range from 2.12 to 3.26, and increased with increasing soil depth. The maximum value of total carbon uptake (i.e., NEE) during the growing season was . At the same time, the rate of soil efflux was . The amplitude of flux variations in NEE was approximately 14% larger than those in soil efflux. These results suggest that in cool-temperate regions of the Korean peninsula, the forest ecosystem of Q. mongolica may have a larger atmospheric uptake, due primarily to its high photosynthetic capacity and low ecosystem respiration.
南山生态塔站点以通量塔为基础,配备了涡动相关和自动开/关室系统,以收集长期连续的通量测量,如净生态系统交换(NEE)和土壤外排。夏季大气()的平均浓度小于冬季()的测量值。夏季平均通量为负(),冬季平均通量为正()。是在夏天从大气中沉积到地表的。土壤外排日平均值从春季到夏季逐渐增大。土壤外排速率的季节变化规律与土壤温度的季节变化规律密切相关。土壤外流值在2.12 ~ 3.26之间变化,随土壤深度的增加而增加。生长季总碳吸收量(NEE)最大值为。同时,土壤外排速率为。东北东岸通量的变化幅度比土壤外排通量的变化幅度大约14%。这些结果表明,在朝鲜半岛寒温带地区,蒙古松森林生态系统可能具有较大的大气吸收量,这主要是由于其高光合能力和低生态系统呼吸。
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引用次数: 9
The enterprising evaluation for the Korean National Long-Term Ecological Research (KNLTER) Project for six years (Review) 韩国国家长期生态研究(KNLTER)项目6年企业评价(回顾)
Pub Date : 2011-03-01 DOI: 10.5141/JEFB.2011.003
Tae-Cheol Rhyu, Byungsoo Yang
The Korean National Long-Term Ecological Research (KNLTER) project seeks to predict the effects on Korean ecosystems caused by stress derived from environmental changes from a national perspective. The objective of this article about the KNLTER program, continuously supported by the Ministry of Environment (MOE) since 2004, was to inspect the general plans and to evaluate the project for the KNLTER program objectively, and to make suggestions about the developmental direction of the project. As a result of evaluation on the research site, the numbers of research sites in 2010 correspond to 50% of those presented in the basic plan of the KNLTER project. As a result of evaluation on the research contents in the terrestrial ecosystem section of the KNLTER project, monitoring of climatic and atmospheric changes using eco-towers should be conducted over a long-term period. Additionally, the soil respiration part of the study needs to be expanded further in order to better understand soil systems. In the freshwater ecosystem section, we need to establish common standard investigation items, which can be used as indicators of the actual freshwater environment, considering that freshwater ecosystem management is closely related to human life. In the coastal ecosystem section, we should intensively analyze the correlation between the collected data accumulated thus far, as well as environmental changes including climate change, pollution, etc. For very sensible cases such as topographic changes due to rises in sea level, we should generate data applicable to prediction and confrontation for future changes through the continuous addition of variables and applications of a variety of simulation methods. In the animal ecology section, we should evaluate ecosystem changes based on animal phenology by selecting indicator animal species, which can be applied to each relevant ecosystem: namely, terrestrial, freshwater, and coastal ecosystems. As a result of synthetic evaluation conducted under the auspices of KNLTER, the stability of study areas is frequently implicated as the most common problem. If private lands are designated as study sites, it is very difficult to maintain them as study sites for a prolonged period. Therefore, it is necessary to designate national and public lands, such as national or provincial parks, as study sites. Efforts thus far conducted toward the construction of an appropriate database and modeling studies remain insufficient. After investigating the phenology of the specific species growing in all research sites, it is necessary to assess and report the overall changes in Korean ecosystems by applying that knowledge. The collection, analysis, and systematization of recent domestic and foreign research data related to natural ecosystem changes owing to environmental changes such as climate change and environmental pollution have been insufficient. Therefore, studies performed to obtain this in formation should be continuously pursue
韩国国家长期生态研究(KNLTER)是从国家的角度预测环境变化带来的压力对韩国生态系统的影响。本文对2004年以来由环境部持续支持的KNLTER项目进行考察,目的是客观地对KNLTER项目的总体规划和项目进行评估,并对项目的发展方向提出建议。根据对研究场地的评价结果,2010年的研究场地数量与KNLTER项目基本计划中提出的研究场地数量的50%相当。通过对KNLTER项目陆地生态系统部分研究内容的评价,建议采用生态塔对气候和大气变化进行长期监测。此外,研究的土壤呼吸部分需要进一步扩大,以便更好地了解土壤系统。在淡水生态系统部分,考虑到淡水生态系统管理与人类生活密切相关,我们需要建立通用的标准调查项目,这些项目可以作为实际淡水环境的指标。在沿海生态系统部分,我们应该集中分析迄今为止收集到的数据与环境变化(包括气候变化、污染等)之间的相关性。对于海平面上升引起的地形变化等非常敏感的情况,我们应该通过不断添加变量和各种模拟方法的应用,生成适用于预测和对抗未来变化的数据。在动物生态学部分,我们应该根据动物物候来评价生态系统的变化,选择指示动物物种,这可以应用于每个相关的生态系统:陆地、淡水和沿海生态系统。在KNLTER主持下进行的综合评价的结果是,研究地区的稳定性经常被认为是最常见的问题。如果私人土地被指定为研究用地,将很难长期维持为研究用地。因此,有必要将国立公园或地方公园等国家和公共土地指定为研究场所。迄今为止,为建立适当的数据库和建模研究所做的努力仍然不够。在调查了所有研究地点生长的特定物种的物候之后,有必要通过应用这些知识来评估和报告韩国生态系统的总体变化。近年来,国内外对气候变化、环境污染等环境变化引起的自然生态系统变化相关研究资料的收集、分析和系统化研究尚显不足。因此,为获得这一信息而进行的研究应在第三阶段继续进行。
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引用次数: 2
Toxic Effects of Serpentine Soils on Plant Growth 蛇形土对植物生长的毒性影响
Pub Date : 2008-11-30 DOI: 10.5141/JEFB.2008.31.4.327
J. Kim
Serpentine soils are distributed in a small area in Korea, and generally exhibit high contents of Ni, Cr, Fe, Mn, Co and Mg. We investigated the growth of woody plants and herbs in the Andong serpentine area, Korea. Pinus densiflora and P. rigida growing on serpentine soils have high contents of Fe, Mg, Ni and Co, with contents approximately twice as high as those of non-serpentine plants. Tree species on serpentine soil also had lower ratios of tree height/DBH than trees in a control area. In greenhouse culture experiments on two bodenvag herb species, Setaria viridis and Cymbopogon tortilis, the biomass of the plants was significantly affected by soil type but not by seed origins. After 66 days, the growth of S. viridis and C. tortilis seedlings was significantly inhibited in serpentine soil, and the dry weight of each species showed significant negative correlations with soil heavy metal contents (Ni, Co and Cr). These results suggest that the growth of plants was inhibited by properties of the serpentine soil, and in particular, their high heavy metal concentration, which induced dwarfing in woody plants and reduction of total plant biomass in herbs.
蛇纹石土壤在韩国分布面积较小,普遍具有较高的Ni、Cr、Fe、Mn、Co和Mg含量。我们调查了韩国安东蛇形区木本植物和草本植物的生长情况。生长在蛇形土壤上的密松和硬松的铁、镁、镍和钴含量较高,约为非蛇形土壤的2倍。蛇形土壤树种的树高/胸径比也低于对照区。对两种草本植物狗尾草(Setaria viridis)和春草(Cymbopogon tortilis)的温室栽培试验表明,土壤类型对植物生物量的影响显著,而种子来源对植物生物量的影响不显著。66 d后,绿草和玉米饼幼苗在蛇纹石土壤中生长受到显著抑制,各种属干重与土壤重金属(Ni、Co、Cr)含量呈显著负相关。这些结果表明,蛇纹石土壤的特性,特别是其重金属含量高,导致木本植物矮化,草本植物总生物量减少,抑制了植物的生长。
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引用次数: 10
Comparison of Soil Bacterial Community Structure in Rice Paddy Fields under Different Management Practices using Terminal Restriction Fragment Length Polymorphism (T-RFLP) 利用末端限制性片段长度多态性(T-RFLP)比较不同管理方式下稻田土壤细菌群落结构
Pub Date : 2008-11-01 DOI: 10.5141/JEFB.2008.31.4.309
Do young Kim, Chang-Gi Kim, S. Sohn, Sangkyu Park
To develop a monitoring method for soil microbial communities in rice paddy fields, we used terminal restriction fragment length polymorphism (T-RFLP) to compare soil bacterial community structure in rice paddy fields experiencing different management practices: organic practices, conventional practices without a winter barley rotation, and conventional practices with a winter barley rotation. Restriction fragment length profiles from soils farmed using organic practices showed very different patterns from those from conventional practices with and without barley rotation. In principal component analyses, restriction fragment profiles in organic practice samples were clearly separated from those in conventional practice samples, while principal component analysis did not show a clear separation for soils farmed using conventional practices with and without barley rotation. The cluster analysis showed that the bacterial species compositions of soils under organic practices were signifi- cantly different from those under conventional practices at the 95% level, but soils under conventional practice with and without barley rotation did not significantly differ. Although the loadings from principal component analyses and the Ribosomal DNA Project II databases suggested candidate species important for soils under organic farming practices, it was very difficult to get detailed bacterial species information from terminal restriction fragment length polymorphism. Rank-abundance diagrams and diversity indices showed that restriction fragment peaks under organic farming showed high Pielou's Evenness Index and the reciprocal of Simpson Index suggesting high bacterial diversity in organically farmed soils.
为了建立稻田土壤微生物群落的监测方法,采用末端限制性片段长度多态性(T-RFLP)对不同管理方式的稻田土壤细菌群落结构进行了比较:有机管理方式、常规管理方式和常规管理方式下不轮作冬大麦。采用有机耕作方式耕作的土壤限制性片段长度谱与采用常规耕作方式耕作的土壤限制性片段长度谱显示出非常不同的模式。在主成分分析中,有机实践样品中的限制性片段剖面与常规实践样品中的限制性片段剖面明显分离,而主成分分析并未显示使用常规实践耕作的土壤在大麦轮作和不轮作的情况下有明显的分离。聚类分析表明,在95%水平上,有机耕作方式与常规耕作方式的土壤细菌种类组成差异显著,而常规耕作方式与不轮作大麦的土壤细菌种类组成差异不显著。虽然主成分分析和核糖体DNA计划II数据库的负载提示了有机耕作土壤中重要的候选物种,但从末端限制性片段长度多态性中获得详细的细菌物种信息非常困难。等级丰度图和多样性指数显示,有机耕作条件下限制性片段峰具有较高的Pielou均匀度指数和Simpson指数倒数,表明有机耕作土壤中细菌多样性较高。
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引用次数: 2
Evaluation of Environmental Factors to Determine the Distribution of Functional Feeding Groups of Benthic Macroinvertebrates Using an Artificial Neural Network 利用人工神经网络评价底栖大型无脊椎动物功能摄食群分布的环境因素
Pub Date : 2008-08-31 DOI: 10.5141/JEFB.2008.31.3.233
P. Verdonschot
Functional feeding groups (FFGs) of benthic macroinvertebrates are guilds of invertebrate taxa that obtain food in similar ways, regardless of their taxonomic affinities. They can represent a heterogeneous assemblage of benthic fauna and may indicate disturbances of their habitats. The proportion of different groups can change in response to disturbances that affect the food base of the system, thereby offering a means of assessing disruption of ecosystem functioning. In this study, we used benthic macroinvertebrate communities collected at 650 sites of 23 different water types in the province of Overijssel, The Netherlands. Physical and chemical environmental factors were measured at each sampling site. Each taxon was assigned to its corresponding FFG based on its food resources. A multilayer perceptron (MLP) using a backpropagation algorithm, a supervised artificial neural network, was applied to evaluate the influence of environmental variables to the FFGs of benthic macroinvertebrates through a sensitivity analysis. In the evaluation of input variables, the sensitivity analysis with partial derivatives demonstrates the relative importance of influential environmental variables on the FFG, showing that different variables influence the FFG in various ways. Collector-filterers and shredders were mainly influenced by Ca²+ and width of the streams, and scrapers were influenced mostly with Ca²+ and depth, and predators were by depth and pH. Ca²+ and depth displayed relatively high influence on all four FFGs, while some variables such as pH, %gravel, %silt, and %bank affected specific groups. This approach can help to characterize community structure and to ecologically assess target ecosystems.
底栖大型无脊椎动物的功能摄食群(FFGs)是无脊椎动物类群的一个分支,它们以相似的方式获取食物,而不考虑它们的分类亲和力。它们可以代表底栖动物的异质组合,并可能表明它们的栖息地受到干扰。不同群体的比例可以根据影响系统食物基础的干扰而变化,从而提供了评估生态系统功能破坏的一种手段。在这项研究中,我们使用了在荷兰上艾塞尔省23种不同类型的650个地点收集的底栖大型无脊椎动物群落。在每个采样点测量物理和化学环境因子。每个分类单元根据其食物资源分配到相应的FFG中。采用多层感知器(MLP),利用反向传播算法和监督人工神经网络,通过灵敏度分析,评估了环境变量对底栖大型无脊椎动物ffg的影响。在输入变量的评价中,偏导数的敏感性分析显示了有影响的环境变量对FFG的相对重要性,表明不同的变量以不同的方式影响FFG。捕集过滤器和粉碎器主要受Ca²+和河流宽度的影响,刮削器主要受Ca²+和深度的影响,捕食者主要受深度和pH的影响。Ca²+和深度对所有四种ffg的影响都比较大,而pH、%砾石、%淤泥和%河岸等变量对特定群体有影响。这种方法有助于描述群落结构特征和对目标生态系统进行生态评价。
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引用次数: 12
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Journal of Ecology and Field Biology
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