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Species variability in the relative strength of intraspecific and interspecific interactions 种内和种间相互作用相对强度的物种变异性
IF 1.3 Q4 ECOLOGY Pub Date : 2022-07-01 DOI: 10.2478/foecol-2022-0019
Alicia J. Foxx
Abstract Understanding cases in restoration and in agriculture in which species diversity improves productivity and ecosystem functioning is crucial due the need to restore degraded habitat and improve crop productivity for a growing human population. Reaching these diversity benefits is likely influenced by the dynamic of less negative interspecific than intraspecific interactions that promote diversity. But further testing is needed to understand the relationship of intraspecific-relative to interspecific interactions. Here I used seedlings from three native and one introduced species used in restoration in the western United States in pairwise interaction combinations and found that the study species varied in shoot biomass in response to interaction treatments of the control, intraspecific, and interspecific interactions (R2 = 0.7, p < 0.001), and that intraspecific interactions were more negative than interspecific interactions for four of five of the pairings. Overall, as shoot mass size differences increased between interspecific neighbors, interactions became more positive (R2 = 0.6, p < 0.001). These findings point to variability in species responses in whether the focal species compete more intensely with conspecific or heterospecific neighbors and indicates the need for more careful selection of interacting species for meeting both agricultural and restoration goals.
摘要了解恢复和农业中物种多样性提高生产力和生态系统功能的案例至关重要,因为需要恢复退化的栖息地,提高不断增长的人口的作物生产力。实现这些多样性利益可能受到种间相互作用的影响,而种内相互作用促进多样性。但还需要进一步的测试来了解种内相对种间相互作用的关系。在这里,我使用了来自美国西部恢复中使用的三个本地物种和一个引进物种的幼苗,以成对的相互作用组合,发现研究物种的地上部生物量随着对照、种内和种间相互作用的相互作用处理而变化(R2=0.7,p<0.001),五对中有四对种内相互作用比种间相互作用更为负面。总体而言,随着种间邻居之间枝条质量大小差异的增加,相互作用变得更加积极(R2=0.6,p<0.001)。这些发现表明,在焦点物种与同种或异性邻居的竞争更激烈方面,物种反应存在差异,并表明需要更仔细地选择相互作用物种,以实现农业和恢复目标。
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引用次数: 0
Determining structure and volume of the European beech (Fagus sylvatica L.) deadwood in managed stands in the Rodopi Mountain Range National Park, Greece 测定希腊Rodopi山脉国家公园管理林分中欧洲山毛榉(Fagus sylvatica L.)枯木的结构和体积
IF 1.3 Q4 ECOLOGY Pub Date : 2022-07-01 DOI: 10.2478/foecol-2022-0014
Stavros Kechagioglou, Dimitra Papadopoulou, T. Tsitsoni
Abstract The multifaceted role of deadwood in forest ecosystems has been widely recognized while it is regarded as an indicator of sustainable forest management. Nevertheless, there are hardly any data on deadwood volume and structure in managed forests in Greece. The study took place in beech forests of the Western and Central part of the Rodopi Mountain Range. The objective was to determine the amount, variability and quality of deadwood and to compare it with data from managed as well as natural forests. Data were collected on 30 randomly distributed circular plots of 0.1 ha. The results showed that the average deadwood amount (13.46 m3 ha−1) was much lower compared to that recorded in other European forests and they highlighted the absence of large dead standing trees due to the management regime. The deadwood quality showed great variation in stages of decay.
枯木在森林生态系统中的多方面作用已得到广泛认识,并被视为森林可持续经营的一个指标。然而,几乎没有任何关于希腊管理森林的枯木量和结构的数据。这项研究是在罗多皮山脉西部和中部的山毛榉林中进行的。目的是确定枯木的数量、可变性和质量,并将其与管理森林和天然林的数据进行比较。数据采集在30个随机分布的0.1 ha圆形地块上。结果表明,与欧洲其他森林相比,平均枯木量(13.46 m3 ha - 1)要低得多,并且由于管理制度,没有大型枯木。腐木的品质在不同的腐烂阶段表现出很大的差异。
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引用次数: 1
The cytogenetic parameters of Pinus sylvestris L. under conditions of the Far North of Russia (Karelia) 俄罗斯远北(卡累利阿)条件下西尔维斯松的细胞遗传学参数
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0007
R. V. Ignatenko, Lyubov Efimova, K. Nikerova
Abstract The cytogenetic analysis of the Pinus sylvestris L. seed progeny in the forests of the northern taiga in the Far North of Russia conditions was carried out. Two Pinus sylvestris populations growing in Ambarnskoy and Pyaozerskoy forest divisions of Loukhsky district of Karelia Republic were studied. The number of chromosomes, the frequency and types of mitosis disturbances at the metaphase, anaphase and telophase (as a percentage of the total number of dividing cells at the same stages), and the frequency of micronuclei occurrence, as well as the laboratory seed germination, were studied. As a result of the study, it was found that 50–56% of the studied sprouts were mixoploid. Analysis of mitosis showed that the root meristem of the studied samples contained cells with various pathologies; simultaneously, the frequency of mitosis pathologies in the Ambarnskoy population was significantly higher than in the Pyaozerskoy one. It amounted to 6.8 ± 0.4 and 4.9 ± 0.4%, respectively. Nine types of abnormalities were identified; chromosome overrun and bridges prevailed. Micronuclei were registered in 35–38% of the studied Pinus sylvestris sprouts. At the same time, the proportion of cells with micronuclei in the Ambarnskoy population was 2-fold higher than in the Pyaozerskoy one and averaged 0.12 ± 0.03% and 0.07 ± 0.02%, respectively.
摘要对俄罗斯远东北部针叶林樟子松种子后代进行了细胞遗传学分析。对生长在卡累利阿共和国Loukhsky区Ambarnskoy和Pyaozerskoy林区的两个樟子松种群进行了研究。研究了染色体数量、中期、后期和末期有丝分裂紊乱的频率和类型(占同一阶段分裂细胞总数的百分比)、微核发生的频率以及实验室种子发芽情况。研究结果发现,50-56%的研究芽是混合多倍体。有丝分裂分析表明,所研究样品的根分生组织含有具有各种病理的细胞;同时,Ambarnskoy群体中有丝分裂病理的频率显著高于Pyaozerskoy群体。分别为6.8±0.4和4.9±0.4%。发现了9种类型的异常;染色体泛滥成灾,桥接盛行。在35-38%的研究樟子松芽中记录了微核。同时,Ambarnskoy群体中有微核的细胞比例是Pyaozerskoy群体的2倍,平均分别为0.12±0.03%和0.07±0.02%。
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引用次数: 3
Evaluation of Achillea, Matricaria, and Anthemis plants following selection for drought tolerance at seedling stages Achillea、Matricaria和Anthemis植物在苗期抗旱性选择后的评价
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0009
P. S. Shanjani, Leila Rasoulzadeh, H. Javadi
Abstract The genetic potentials of eight species of Achillea (A. millefolium, A. fillipendulla, A. biebersteinii, A. nobilis, A. eriophora), Matricaria (M. ricotita), and Anthemis (An. haussknechtii and An. tinctoria) under drought conditions during the seedling stage were measured. Non-ionic water-soluble polymer polyethylene glycol (PEG, molecular weight 6000) was used to simulate water stress at five osmotic potential levels (0, –0.3, –0.6, –0.9, and –1.2 MPa). An acceptable threshold value for germination was osmotic potential –0.6 MPa, and the modest osmotic potential was –1.2 MPa for studied taxa. Seedlings of germinated at two control and osmotic potential –0.6 MPa (as an acceptable threshold value for germination) treatments were sowed in a field under rainfed conditions. Genetic differentiation of control plants (CP) versus early selected plants (ESP, germinated at osmotic potential –0.6 MPa) was studied using morphological, physiological, and molecular (ISSR) markers. No significant differences were observed between morphological traits of CP and ESP in all species, however, days to full flowering shortened in ESP. The physiological results demonstrate that under rainfed conditions, the ESP, in a quick response, collect osmolytes and amplify the activity of antioxidative enzymes to survive drought. The genetic relationship in the group of genotypes, that ISSR marker set it out, is affiliated to taxon even though AMOVA showed a partial differentiation between CP and ESP groups (21%). It was concluded that the selection of tolerating individuals at the seedling stage represents a likely positive strategy to have higher drought tolerance feature in plants under rainfed conditions.
摘要测定了八种Achillea(A.millefolium、A.filipendulla、A.biebersteinii、A.nobilis、A.eriophora)、Matricaria(M.ricotita)和Anthemis(An.hausknechti和An.tinuctoria)在干旱条件下的苗期遗传潜力。非离子水溶性聚合物聚乙二醇(PEG,分子量6000)用于模拟五个渗透势水平(0、-0.3、-0.6、-0.9和-1.2 MPa)下的水胁迫。可接受的发芽阈值是渗透势-0.6MPa,研究分类群的适度渗透势为-1.2MPa。在两种对照和渗透电位-0.6MPa(作为可接受的发芽阈值)处理下发芽的幼苗在降雨条件下播种在田地中。使用形态、生理和分子(ISSR)标记研究了对照植物(CP)与早期选择植物(ESP,在渗透电位-0.6MPa下发芽)的遗传分化。在所有物种中,CP和ESP的形态特征没有显著差异,但ESP的开花天数缩短。生理结果表明,在降雨条件下,ESP能迅速收集渗透液并增强抗氧化酶的活性,从而在干旱中生存。ISSR标记确定的基因型组中的遗传关系属于分类单元,尽管AMOVA在CP组和ESP组之间显示出部分分化(21%)。结果表明,在幼苗期选择耐受个体可能是一种积极的策略,可以使植物在降雨条件下具有更高的耐旱性。
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引用次数: 0
Temporal and spatial changes in small mammal communities in a disturbed mountain forest 扰动山林中小型哺乳动物群落的时空变化
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0002
L. Hlôška, M. Saniga, G. Chovancová, B. Chovancová, Zuzana Homolová
Abstract In 2005–2016, we investigated a secondary succession of small mammal communities in forest ecosystems in High Tatras (Slovakia) disturbed by windstorm and fire. This long-term ecological study confirmed the occurrence of significant temporal and spatial changes in species composition and number of dominant small mammal species. A comparison between disturbed and undisturbed plots indicated notable differences in species richness and abundance. The gradations of dominant small mammal species in disturbed habitats were asynchronous and showed a wider range of amplitude than in the undisturbed plots. An analysis of the temporal and spatial changes in the structure of small mammal communities in relation to selected environmental gradients confirmed the statistically significant effect of secondary succession on species composition, abundance, and exchange in forest ecosystems in the High Tatra Mountains following a disturbance.
摘要2005-2016年,我们调查了受风暴和火灾干扰的高塔特拉斯(斯洛伐克)森林生态系统中小型哺乳动物群落的二次演替。这项长期生态学研究证实了优势小型哺乳动物物种的组成和数量在时间和空间上发生了显著变化。扰动地块和未扰动地块之间的比较表明,物种丰富度和丰度存在显著差异。受干扰栖息地中占优势的小型哺乳动物物种的等级是异步的,并且显示出比未受干扰地块更大的幅度范围。对小型哺乳动物群落结构相对于选定环境梯度的时间和空间变化的分析证实,在扰动后,二次演替对高塔特拉山脉森林生态系统的物种组成、丰度和交换产生了统计上显著的影响。
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引用次数: 2
Can the invasive ambrosia beetle Xylosandrus germanus withstand an unusually cold winter in the West Carpathian forest in Central Europe? 在中欧的西喀尔巴阡森林,入侵的安布罗西亚甲虫德国木能忍受异常寒冷的冬天吗?
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0001
Marek Dzurenko, J. Galko, J. Kulfan, J. Váľka, Juraj Holec, M. Saniga, M. Zúbrik, J. Vakula, C. Ranger, J. Skuhrovec, Terézia Jauschová, P. Zach
Abstract The capability of a non-native species to withstand adverse weather is indicative of its establishment in a novel area. An unusually cold winter of 2016/2017 that occurred in the West Carpathians of Slovakia and other regions within Europe provided an opportunity to indirectly assess survival of the invasive ambrosia beetle Xylosandrus germanus (Coleoptera: Curculionidae, Scolytinae). We compared trap captures of this species in the year preceding and succeeding the respective cold winter. Ethanol-baited traps were deployed in 24 oak dominated forest stands within the southern and central area from April to August 2016, and again from April to August 2017 to encompass the seasonal flight activity of X. germanus and to get acquainted with temporal changes in the abundance of this species in these two distant areas. Dispersing X. germanus were recorded in all surveyed stands before and after the aforementioned cold winter. Their total seasonal trap captures were lower in the southern area following low winter temperatures, but remained similar in the central area. Our results suggest that X. germanus can withstand adverse winter weather in oak dominated forests of the West Carpathians within altitudes of 171 and 450 m asl. It is likely that minimum winter temperatures will not reduce the establishment or further spread of this successful invader in forests in Central Europe.
摘要一个非本土物种抵御恶劣天气的能力表明它在一个新的地区建立。2016/2017年,斯洛伐克西喀尔巴阡山脉和欧洲其他地区发生了一个异常寒冷的冬天,这为间接评估入侵的德国木甲的生存提供了机会。我们比较了该物种在各自寒冷冬季的前一年和后一年的捕获情况。2016年4月至8月,在南部和中部地区的24个以橡树为主的林分中部署了乙醇诱饵诱捕器,2017年4月到8月,再次部署了乙醇饵诱捕器,以涵盖德国小蠊的季节性飞行活动,并了解这两个遥远地区该物种丰度的时间变化。在上述寒冷的冬季前后,在所有调查的林分中都记录到了分散的德国X。冬季气温较低后,它们在南部地区的季节性捕获总量较低,但在中部地区保持相似。我们的研究结果表明,在海拔171米和450米的西喀尔巴阡山脉以橡树为主的森林中,德国小蠊可以抵御恶劣的冬季天气。冬季最低气温很可能不会减少这种成功入侵者在中欧森林中的建立或进一步传播。
{"title":"Can the invasive ambrosia beetle Xylosandrus germanus withstand an unusually cold winter in the West Carpathian forest in Central Europe?","authors":"Marek Dzurenko, J. Galko, J. Kulfan, J. Váľka, Juraj Holec, M. Saniga, M. Zúbrik, J. Vakula, C. Ranger, J. Skuhrovec, Terézia Jauschová, P. Zach","doi":"10.2478/foecol-2022-0001","DOIUrl":"https://doi.org/10.2478/foecol-2022-0001","url":null,"abstract":"Abstract The capability of a non-native species to withstand adverse weather is indicative of its establishment in a novel area. An unusually cold winter of 2016/2017 that occurred in the West Carpathians of Slovakia and other regions within Europe provided an opportunity to indirectly assess survival of the invasive ambrosia beetle Xylosandrus germanus (Coleoptera: Curculionidae, Scolytinae). We compared trap captures of this species in the year preceding and succeeding the respective cold winter. Ethanol-baited traps were deployed in 24 oak dominated forest stands within the southern and central area from April to August 2016, and again from April to August 2017 to encompass the seasonal flight activity of X. germanus and to get acquainted with temporal changes in the abundance of this species in these two distant areas. Dispersing X. germanus were recorded in all surveyed stands before and after the aforementioned cold winter. Their total seasonal trap captures were lower in the southern area following low winter temperatures, but remained similar in the central area. Our results suggest that X. germanus can withstand adverse winter weather in oak dominated forests of the West Carpathians within altitudes of 171 and 450 m asl. It is likely that minimum winter temperatures will not reduce the establishment or further spread of this successful invader in forests in Central Europe.","PeriodicalId":52505,"journal":{"name":"Folia Oecologica","volume":"49 1","pages":"1 - 8"},"PeriodicalIF":1.3,"publicationDate":"2021-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46795562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Spatial exploration, dendrometric characteristics and prediction models of wood production in a stand of Acacia schaffneri in Durango, Mexico 墨西哥杜兰戈沙夫纳合欢林分的空间勘探、树木特征及木材产量预测模型
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0008
Luis Manuel Valenzuela Núñez, A. R. M. Sifuentes, José Antonio Hernández Herrera, C. G. de la Peña, Edwin Amir Briceño Contreras, J. R. Saucedo, Enrique Melo Guerrero
Abstract Degraded vegetation is the result of a process that affects structural and functional characteristics. Tree species from the Acacia genus are very important to the ecosystem in semi-arid lands due to their participation in the recovery of highly degraded areas. One of the most important species among this genus is A. schaffneri. The status of a forest stand is determined according to its structure, including height, stratum and density. Remote sensing is a valuable method for estimating volumetric stocks and associated changes in forest populations over established periods of time. The objective of this research was to estimate wood volume of A. schaffneri using remote sensing, and to complement that information with the results obtained from an estimation method based on forest measurements. The results obtained showed that the crown area was the dendrometric variable that can be used in a wood volume prediction model. In the exploratory analysis between dendrometric variables and remote sensing showed low and negative associations were observed in the four stations analyzed. There are conservation problems due to anthropogenic activities, among which stands out the intensive grazing that results in a decrease of the natural regeneration capacity of Acacia schaffneri.
摘要植被退化是一个影响结构和功能特征的过程的结果。Acacia属的树种对半干旱地区的生态系统非常重要,因为它们参与了高度退化地区的恢复。其中一个最重要的物种是沙氏A.schafneri。林分的地位取决于其结构,包括高度、地层和密度。遥感是一种有价值的方法,用于估计森林种群在既定时期内的体积存量和相关变化。本研究的目的是利用遥感技术估计沙氏A.schafneri的木材体积,并用基于森林测量的估计方法获得的结果来补充这一信息。结果表明,树冠面积是一个可以用于木材体积预测模型的树状变量。在树状测量变量和遥感之间的探索性分析中,在所分析的四个站点中观察到低和负相关性。由于人为活动,存在着保护问题,其中最突出的是密集放牧,这导致沙氏Acacia schafneri的自然再生能力下降。
{"title":"Spatial exploration, dendrometric characteristics and prediction models of wood production in a stand of Acacia schaffneri in Durango, Mexico","authors":"Luis Manuel Valenzuela Núñez, A. R. M. Sifuentes, José Antonio Hernández Herrera, C. G. de la Peña, Edwin Amir Briceño Contreras, J. R. Saucedo, Enrique Melo Guerrero","doi":"10.2478/foecol-2022-0008","DOIUrl":"https://doi.org/10.2478/foecol-2022-0008","url":null,"abstract":"Abstract Degraded vegetation is the result of a process that affects structural and functional characteristics. Tree species from the Acacia genus are very important to the ecosystem in semi-arid lands due to their participation in the recovery of highly degraded areas. One of the most important species among this genus is A. schaffneri. The status of a forest stand is determined according to its structure, including height, stratum and density. Remote sensing is a valuable method for estimating volumetric stocks and associated changes in forest populations over established periods of time. The objective of this research was to estimate wood volume of A. schaffneri using remote sensing, and to complement that information with the results obtained from an estimation method based on forest measurements. The results obtained showed that the crown area was the dendrometric variable that can be used in a wood volume prediction model. In the exploratory analysis between dendrometric variables and remote sensing showed low and negative associations were observed in the four stations analyzed. There are conservation problems due to anthropogenic activities, among which stands out the intensive grazing that results in a decrease of the natural regeneration capacity of Acacia schaffneri.","PeriodicalId":52505,"journal":{"name":"Folia Oecologica","volume":"49 1","pages":"70 - 79"},"PeriodicalIF":1.3,"publicationDate":"2021-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46256966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Endemic and invasive Coccinellidae associated with maize (Zea mays L.) fields, in Manabi province, Ecuador 厄瓜多尔马那比省与玉米(Zea mays L.)田有关的地方性和入侵性球虫科
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0004
Alvaro Gregorio Bailon, Fernando Leonel Mendoza, L. Solis, J. Velásquez, Karime Montes, Diego R. Perla Gutierrez, T. Kondo, D. Chirinos
Abstract Maize (Zea mays L.), which is considered an important cereal everywhere, is widely cultivated in different agroecological conditions. Throughout their phenological stages, maize crops are attacked by pests and diseases, and in Ecuador these phytosanitary problems are usually counteracted with applications of pesticides. However, knowledge of beneficial entomofauna is fundamental to guide pest management programs. As part of this objective, the Coccinellidae species present in maize fields in localities (Santa Ana, Colon, and Danzarin) in Manabí province were identified. In each zone, maize plants were sampled from 2018–2019. A total of 2,654 specimens belonging to 14 taxa were collected in this study, of which Cheilomenes sexmaculata, Cycloneda sanguinea, Hippodamia convergens, Hyperaspis arida, and Psyllobora confluens were found in all the studied areas. Hyperaspis arida and Diomus apollonia are reported for the first time in Ecuador.
玉米(Zea mays L.)是世界各地重要的谷物,在不同的农业生态条件下广泛种植。玉米作物在其整个酚期都受到病虫害的侵袭,在厄瓜多尔,这些植物检疫问题通常通过施用杀虫剂来解决。然而,对有益昆虫区系的了解是指导害虫管理计划的基础。作为这一目标的一部分,在马纳比省的一些地方(圣安娜、科隆和丹扎林)的玉米地里发现了球虫科物种。在每个地区,2018年至2019年对玉米植株进行了采样。本研究共收集到14个分类群的2654个标本,其中六斑Cheilomenes sexmulata、血环蛛、Hippodamia convergens、Hyperaspis arida和Psyllobora confluens在所有研究区域都有发现。在厄瓜多尔首次报道了Hyperaspis arida和Diomus apollonia。
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引用次数: 1
The assessment of the current status of Gentiana lutea L. populations of the Ukrainian Carpathians: Ecological and genetic approaches 乌克兰喀尔巴阡山脉龙胆种群现状评估:生态学和遗传学方法
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0005
M. Prokopiak, O. Mayorova, L. Hrytsak, H. Meshko, N. Drobyk
Abstract Based on the analysis of the genetic polymorphisms (RGAP- and CDDP-PCR) among populations and comparison of these results with ecological characteristics (density, area, spatial and vitality structure, age, ability of renewal and self-maintenance), the status of five natural (Lemska, Gutyn Tomnatyk, Sheshul-Pavlyk, Krachuneska, Troyaska-Tataruka) and one man-made (Pozhyzhevska) populations of Gentiana lutea from the Ukrainian Carpathians was assessed. The results of the complex ecological and genetic analysis have revealed that three populations are unstable (Krachuneska, Troyaska-Tataruka, Gutyn Tomnatyk), two are relatively stable (Lemska, Pozhyzhevska) and only one is stable (Sheshul-Pavlyk). The research results can be used for stabilizing the number of violations and restoring the endangered natural populations. Based on these data, the recommendations for the conservation and protection of G. lutea populations have been developed.
摘要通过种群间遗传多态性分析(RGAP-和CDDP-PCR),并与生态特征(密度、面积、空间和活力结构、年龄、更新和自我维持能力)进行比较,对乌克兰喀尔巴阡山脉5个天然种群(Lemska、Gutyn Tomnatyk、sheshull - pavlyk、Krachuneska、Troyaska-Tataruka)和1个人工种群(Pozhyzhevska)的现状进行了评价。复杂的生态和遗传分析结果表明,三个种群(Krachuneska, Troyaska-Tataruka, Gutyn Tomnatyk)不稳定,两个相对稳定(Lemska, Pozhyzhevska),只有一个稳定(sheshull - pavlyk)。研究结果可为稳定违规数量和恢复濒危自然种群提供参考。在这些数据的基础上,提出了保存和保护黄芪种群的建议。
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引用次数: 0
A comparative assessment between artificial neural network, neuro-fuzzy, and support vector machine models in splash erosion modelling under simulation circumstances 模拟环境下人工神经网络、神经模糊和支持向量机模型在飞溅侵蚀建模中的比较评价
IF 1.3 Q4 ECOLOGY Pub Date : 2021-12-30 DOI: 10.2478/foecol-2022-0003
Mahdi Boroughani, Somayeh Soltani, Nafiseh Ghezelseflu, Iman Pazhouhan
Abstract Splash erosion, as the first step of soil erosion, causes the movement of the soil particles and lumps and is considered an important process in soil erosion. Given the complexity of this process in nature, one way of identifying and modeling the process is to use a rainfall simulator and to study it under laboratory circumstances. For this purpose, transported material was measured with various rainfall intensities and different amounts of poly-acryl-amide. In the next step, artificial neural network (ANN), adaptive neuro-fuzzy inference system (ANFIS), and support vector machine (SVM) were used to model the transported materials. The results showed that among the three methods, the best values of evaluation criteria were related to SVM, and ANFIS respectively. Among the three studied durations, the experiment with a duration of 30 minutes received the best results. The results based on available data showed by increasing the number of membership functions, over-fitting happens in the ANFIS method. To reduce the complexity of the model and the likelihood of over-fitting, some rules were eliminated. The results showed that the performance of the model improved by eliminating some rules.
摘要飞溅侵蚀作为土壤侵蚀的第一步,引起土壤颗粒和结块的运动,被认为是土壤侵蚀的一个重要过程。鉴于这一过程在自然界中的复杂性,识别和建模这一过程的一种方法是使用降雨模拟器,并在实验室环境下进行研究。为此,在不同降雨强度和不同量的聚丙烯酰胺的情况下测量运输材料。下一步,使用人工神经网络(ANN)、自适应神经模糊推理系统(ANFIS)和支持向量机(SVM)对运输材料进行建模。结果表明,在这三种方法中,评价标准的最佳值分别与SVM和ANFIS有关。在三个研究的持续时间中,持续时间为30分钟的实验获得了最好的结果。基于现有数据的结果表明,随着隶属函数数量的增加,ANFIS方法会出现过拟合现象。为了降低模型的复杂性和过度拟合的可能性,消除了一些规则。结果表明,通过消除一些规则,模型的性能得到了改善。
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引用次数: 1
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Folia Oecologica
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