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Correlational analyses of the relationships between altitude and carapace size of Ostracoda (Crustacea) 介形虫(甲壳类)海拔与甲壳大小关系的相关分析
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2019025
Enes Dalgakıran, O. Külköylüoğlu, M. Yavuzatmaca, D. Akdemir
To explore the relationship between ostracods carapace (body) size and altitude, 117 non-marine aquatic habitats were sampled from Mersin province (Turkey) during 03–09 October 2015. A total of 36 species and 14 sub-fossils were detected from 66 of 117 sites located between −3 m and 1630 m a.s.l. Thirty-four of the species are previously unknown in the province. In addition, four of the taxa were new records for the Turkish Ostracoda fauna. Five species (Ilyocypris bradyi, Heterocypris salina, H. incongruens, Psychrodromus olivaceus, Potamocypris fallax ) were the most common among all habitats with relatively wide ecological and altitudinal ranges. Canonical correspondence analyses revealed 72.6% of the relationship between 12 ostracods and five environmental variables. Water temperature and pH were the two most influential variables (p   =  3980) at all altitudinal ranges. A strong tendency of changes in valve height with increasing altitude seems to be more prominent (p  < 0.05) than the changes in length for some species. Our results do not support some ecological rules but rather, suggest that a linear relationship between carapace size and altitude may only be applicable for some ostracods.
为探讨介形类甲壳(体)大小与海拔的关系,于2015年10月03-09日在土耳其梅尔辛省采集了117个非海相水生生境。在海拔- 3 ~ 1630 m的117个遗址中,共发现了36种化石和14种亚化石,其中34种是该省以前未发现的。此外,其中4个分类群为土耳其介形虫动物群的新记录。各生境中最常见的有5种,分别是布氏盲蝽(ilycypris bradyi)、盐异盲蝽(Heterocypris salina)、不一致盲蝽(H. incongruens)、油梨湿蝽(Psychrodromus olivaceus)和黄颡鱼(potamcypris fallax),生态范围和海拔范围均较宽。典型对应分析显示,12种介形类与5种环境变量的相关性为72.6%。水温和pH值是各海拔高度影响最大的两个变量(p = 3980)。在某些物种中,瓣高随海拔升高的变化趋势比长度的变化趋势更明显(p < 0.05)。我们的研究结果并不支持某些生态学规律,而是表明甲壳大小与海拔高度之间的线性关系可能只适用于某些介形虫。
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引用次数: 3
Effects of short-term exposure to different salinity levels on Myriophyllum spicatum and Ceratophyllum demersum and suitability of biomarkers to evaluate macrophyte responses to salinity stress 短期暴露于不同盐度水平对尖狐Myriophyllum spicatum和Ceratophyllum demersum的影响及生物标志物评价大型植物对盐度胁迫反应的适用性
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020021
M. D. H. J. Senavirathna, Nilnuwani Ashika Wijesinghe, Zhao-pu Liu, T. Fujino
Sea-level rise caused by global warming is leading to increased freshwater salinization, which causes significant stress on aquatic ecosystems and species, including macrophytes. To form a better understanding of the responses of macrophytes to salinity stress, we assessed biochemical, pigmentation and growth responses of Myriophyllum spicatum L. and Ceratophyllum demersum L. exposed to different salinity levels (0, 1.5, 2.5, 5.0, and 10 ppt). For both species, elongation rates decreased, and levels of photosynthetic pigments (chlorophyll a and chlorophyll b) increased at higher salinities (5 ppt and 10 ppt). Anthocyanin and H2O2 concentrations increased in M. spicatum but decreased in C. demersum with the increase in salinity. The activities of antioxidant enzymes (guaiacol peroxidase, catalase, and ascorbate peroxidase) were different between two species and fluctuated along the salinity gradient. M. spicatum and C. demersum exhibit species-specific salinity sensitivities, reaching different physiological statuses at each salinity level. Elongation rates were significantly correlated with several biochemical parameters in a species-specific manner. These correlations can be used in evaluating the expected responses of these two species to salinity changes. The species-specific responses of most parameters measured in the present study suggests the inapplicability of common biochemical responses across species.
全球变暖导致的海平面上升正在导致淡水盐碱化加剧,这对水生生态系统和水生物种(包括大型植物)造成了重大压力。为了更好地了解大型植物对盐度胁迫的响应,我们研究了不同盐度水平(0、1.5、2.5、5.0和10 ppt)下狐尾豆藻(Myriophyllum spicatum L.)和绿毛豆藻(Ceratophyllum demersum L.)的生化、色素沉着和生长响应。在较高的盐度(5 ppt和10 ppt)下,两种植物的伸长率下降,光合色素(叶绿素a和叶绿素b)水平升高。花青素和H2O2浓度随盐度的增加而升高,而貂蝉的花青素和H2O2浓度则降低。抗氧化酶(愈创木酚过氧化物酶、过氧化氢酶和抗坏血酸过氧化物酶)的活性在两个物种之间存在差异,并沿盐度梯度波动。不同盐度水平下,棘毛鼠和金貂鱼表现出不同种类的盐度敏感性,达到不同的生理状态。伸长率与几种生化参数呈显著的物种特异性相关。这些相关性可用于评估这两个物种对盐度变化的预期响应。在本研究中测量的大多数参数的物种特异性反应表明,跨物种的共同生化反应不适用。
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引用次数: 4
New water mite species of the genus Rhyncholimnochares Lundblad (Acariformes, Limnocharidae) from Central and South America, with a key to all known species of the genus 中南美洲水螨属水螨新种(蜱螨目,水螨科)及该属所有已知种的检索表
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020013
P. Tuzovskij, R. Gerecke
In the genus Rhyncholimnochares, a total of 11 species new to science is described, 10 representatives of the subgenus Rhyncholimnochares s. str. − R. ursula sp. n., R. minuta sp. n., R. cooki sp. n., R. jicotea sp. n., R. lundbladi sp. n. and R. monikae sp. n. from Costa Rica; R. expansipalpis sp. n., R. petaliseta sp. n, R. tapiarum sp. n., R. glabra sp. n. from Ecuador (the latter recorded also from Brazil and Chile), and one representative of the subgenus Paralimnochares, R. chilensis sp. n. from Chile. New records are given for R. (s. str.) lamellipalpis (O. Lundblad 1936. Dritte Mitteilung über neue Wassermilben aus Santa Catharina in Südbrasilien. Zool Anz 116 (7-8): 200–211.) from Chile. A determination key is given for all known species at the adult/deutonymphal stage.
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引用次数: 3
Seasonal variation in functional composition and diversity of cladoceran zooplankton of a lotic eutrophic habitat from India 印度富营养化生境中浮游动物功能组成和多样性的季节变化
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020011
Sameer M. Padhye
This study explores the seasonal variation in functional composition, diversity and redundancy of Cladocera from an Indian lotic eutrophic habitat using two-year sampling data. Two seasonal clusters distinguishable by faunal and functional diversity patterns were obtained. Cluster A comprised of four functional groups while the ctenopod filter feeders were absent in cluster B. Cluster A had more number of species, higher functional divergence and lower redundancy than cluster B. Relatively, higher divergence values observed during the cluster A time period could be associated with set of functionally varied species occurring throughout the season. Decline in redundancy values seen within cluster A might be explained by the loss of littoral and benthic species in the peak of summer due to disappearance of submerged macrophytes and an increased nutrient load. Peculiar occurrence of Moina species in the most polluted months needs further investigation as a potential local pollution indicator.
本研究利用两年采样数据,探讨了印度富营养化生境中枝角目的功能组成、多样性和冗余度的季节变化。通过区系和功能多样性模式可区分出两个季节聚类。聚类A由4个功能类群组成,而聚类b中没有栉足类滤食性动物。聚类A比聚类b具有更多的物种数量、更高的功能散度和更低的冗余度。相对而言,聚类A时间段内观察到的高散度值可能与整个季节中出现的一组功能变化物种有关。在集群A中看到的冗余值下降可能是由于淹没植物消失和营养负荷增加导致夏季高峰时沿海和底栖物种的减少。Moina物种在污染最严重月份的特殊发生,作为潜在的当地污染指标,需要进一步调查。
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引用次数: 9
Quantifying spatiotemporal rhythm of stream metabolism along human disturbance gradients 基于人为干扰梯度的河流代谢时空节律定量研究
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020014
M. Eryiğit, F. Evrendilek, N. Karakaya
This study aimed at investigating the effects of the urban wastewater treatment plant (WTP) discharges on the metabolism of Büyüksu Stream (Bolu, Turkey), and modelling the metabolism components as a function of measured environmental variables. Dissolved oxygen (DO) and water temperatures (Tw) were measured to estimate montly stream metabolism in the four reaches: Before and after discharges of the WTP, and the headwaters of Abant Creek and Mudurnu Creek feeding Büyüksu Stream. The DO and Tw measurements were performed for 17 months between August 2015 and December 2016. Metabolism components of community respiration (Rc), gross primary production (GPP) and net ecosystem metabolism (NEM) were estimated by using the two-station method. According to naturality gradient (reach disturbance gradients: before and after discharges, and headwaters of the creeks), mean metabolism components were compared by performing the one-way analysis of variance. The comparison results showed that the WTP discharges increased the average Rc from −30.6 g O2 m−2 day−1 to −130.9 g O2 m−2 day−1, and had no significant impact on the average GPP, statistically (15.6 and 9.1 g O2 m−2 day−1 before and after discharges, respectively). Validations of the multiple non-linear regression models of NEM and Rc gave coefficients of determination of 74.9% and 66.6%, respectively.
本研究旨在调查城市污水处理厂(WTP)排放对b y ksu溪流(土耳其Bolu)代谢的影响,并将代谢成分建模为测量环境变量的函数。通过测量溶解氧(DO)和水温(Tw)来估算WTP排放前后以及Abant Creek和Mudurnu Creek源源饲喂b yy ksu溪前后4个河段的月溪流代谢。从2015年8月到2016年12月,进行了17个月的DO和Tw测量。采用双站法估算了群落呼吸(Rc)、总初级生产量(GPP)和净生态系统代谢(NEM)的代谢组分。根据自然梯度(到达扰动梯度:排放前后和源头),采用单因素方差分析比较平均代谢成分。对比结果表明,WTP排放使平均Rc从- 30.6 g O2 m−2 day−1增加到- 130.9 g O2 m−2 day−1,对平均GPP无显著影响(排放前后分别为15.6 g O2 m−2 day−1和9.1 g O2 m−2 day−1)。经多元非线性回归模型验证,NEM和Rc的决定系数分别为74.9%和66.6%。
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引用次数: 0
Evaluation of Azadirachtin onArthrospira plantensisGomont growth parameters and antioxidant enzymes 印楝素对植物节螺旋体生长参数和抗氧化酶的影响
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020008
H. Tunca, Ali Doǧru, F. Kockar, Burçin Önem, T. O. Sevindik
Azadirachtin (Aza) used as insecticide due to inhibiting growth of insects and preventing them from feeding on plants. To understand the effects of contamination of this insecticide on phototrophs, and to determine the responses of these organisms against these insecticides are extremely important in understanding how the ecosystem is affected. In this study, chlorophyll-aamount, OD 560 and antioxidant parameters (total SOD, APX, GR, Proline, MDA and H2O2) were determined in order to understand the effect of Aza onArthrospira platensisGomont. Aza was applied between 0–20 μg mL−1concentrations for 7 days in the study. Enzyme analysis was conducted at the end of the 7th day. There was a statistically significant decrease in the absorbance of OD560 and the chlorophyll-acontent inA. platensiscultures exposed to the Aza (0–20 μg mL−1) during 7 days due to the increase in pesticide levels. SOD activity decreased at 8, 16 and 20 μg mL−1concentrations; GR enzyme activity showed a significant decrease compared to the control at a concentration of 20 μg mL−1. APX activity did not change significantly compared to control. The MDA content increased significantly at 16 and 20 μg mL−1concentrations. The H2O2content significantly increased at 12, 16 and 20 μg mL−1concentrations (p< 0.05) while the free proline content decreased at 4 μg mL−1concentration (p< 0.05). As a result, regarding the Aza concentrations used in this study may be a step to prevent pesticide pollution in the environment.
印楝素(Aza)由于能抑制昆虫生长和防止它们以植物为食而用作杀虫剂。了解这种杀虫剂污染对光养生物的影响,并确定这些生物对这些杀虫剂的反应,对于了解生态系统是如何受到影响的非常重要。本研究通过测定叶绿素数量、OD 560和抗氧化参数(总SOD、APX、GR、脯氨酸、MDA和H2O2)来了解Aza对platensisGomont节螺旋体的影响。Aza在0 ~ 20 μg mL−1浓度范围内应用7天。第7天末进行酶分析。OD560的吸光度和叶绿素含量均有统计学意义的降低。由于农药浓度的增加,在7天内暴露于Aza (0 ~ 20 μg mL−1)中。SOD活性在8、16和20 μg mL−1浓度下降低;当浓度为20 μg mL−1时,GR酶活性较对照显著降低。APX活性与对照组相比无显著变化。MDA含量在16和20 μg mL−1浓度下显著升高。h2o2含量在12、16和20 μg mL−1浓度下显著升高(p< 0.05),游离脯氨酸含量在4 μg mL−1浓度下显著降低(p< 0.05)。因此,关于本研究中使用的Aza浓度可能是防止农药污染环境的一个步骤。
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引用次数: 4
Effects of salinity on species composition of zooplankton on Hau River, Mekong Delta, Vietnam 盐度对越南湄公河三角洲口河浮游动物种类组成的影响
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020018
C. Nguyen, A. Vila-Gispert, X. Quintana, Au Van Hoa, Thanh‐Phuong Nguyen, N. Vu
The area surrounding the Hau River is one of the most important aquaculture and fisheries areas in the Mekong Delta, Vietnam. Fish, shrimp farms and fishers rely of the natural zooplankton production in the incoming water to sustain production. Zooplankton samples were collected from July 2017 to June 2018 using a zooplankton net with mesh size of 60 μm at 3 sites on Hau river at Tran De (river mouth), Dai Ngai (midpoint) and Cai Con (farthest salt intrusion area on Hau river). Qualitative and quantitative samples of zooplankton together with salinity level were determined monthly at each sites. The salinity was found to fluctuate from 0 to 20‰ in the study area. A total of 137 zooplankton species were recorded including 26 species of Protozoa (19%), 47 species of Rotifera (34%), 12 species of Cladocera (9%), 44 species of Copepoda (32%) and 8 other taxon (6%). Copepod and rotifer prevailed with high densities (19.9 × 103 ind m−3 and 19.7 × 103 ind m−3, respectively), whereas protozoa and cladocera were less abundant with 6.8 × 103 ind m−3 and 4.9 × 103 ind m−3, respectively. When salinity increased to more than 5, protozoa and copepods were more abundant and reached a peak at 20 with 25.0 × 1036 ind m−3 and 53.0 × 103 ind m−3, respectively. Regression analysis indicated that the density of zooplankton was significantly correlated to salinity variation. Protozoa and copepod were positively correlated with salinity, whereas cladocera and rotifer were negatively correlated with salinity. The impacts of climate change could exacerbate the seasonal fluctuations in salinity and zooplankton composition.
口河周边地区是越南湄公河三角洲最重要的水产养殖和渔业地区之一。养鱼场、虾场和渔民依靠流入水中的天然浮游动物来维持生产。2017年7月至2018年6月,在河口Tran De、中点Dai Ngai和盐侵最远区Cai Con 3个地点,采用60 μm网目采集浮游动物样本。每个站点每月测定浮游动物的定性和定量样本以及盐度水平。研究区盐度在0 ~ 20‰之间波动。共记录到浮游动物137种,其中原生动物26种(19%),轮虫目47种(34%),枝目12种(9%),桡足目44种(32%),其他8种(6%)。桡足类和轮虫密度较高,分别为19.9 × 103和19.7 × 103和m - 3,原生动物和枝类密度较低,分别为6.8 × 103和4.9 × 103和m - 3。当盐度大于5时,原生动物和桡足动物数量较多,在20时达到峰值,分别为25.0 × 1036和53.0 × 103 ind m - 3。回归分析表明,浮游动物密度与盐度变化呈显著相关。原生动物和桡足动物与盐度呈显著正相关,枝纲动物和轮虫与盐度呈显著负相关。气候变化的影响可能加剧盐度和浮游动物组成的季节性波动。
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引用次数: 6
Status of fish biodiversity and fishing on Hau River, Mekong Delta, Vietnam 越南湄公河三角洲口河鱼类生物多样性及渔业现状
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020012
V. Ut, Au Van Hoa, Huỳnh Phước Vinh
Fish biodiversity on Hau (Bassac) river was investigated to assess the status of species composition and fishing by fishing gears during a year. Sampling was implemented monthly at the upper part (An Giang province), middle part (Can Tho City) and lower part (Soc Trang province) of Hau River using trawl net as main sampling gear. Additionally, fish composition was also recorded from four other most popular fishing gears including cast net, gill net, fixed net and hook operated in the study sites. Fish species composition was determined by fishing gears and their abundance (CPUE) was calculated only from the main sampling gear (trawl net). The results showed that a total of 176 fish species belonging to 16 orders and 49 families was recorded. Perciformes was the most abundant group with 51 species followed by Cypriniformes with 46 species. The number of fish species was decreasing from upper part to lower part. Trawl net was considered the most destructive gear as up to 145 fish species caught by this device, followed by gill net with 98 species, fixed net 75, cast net 57, and hooks 16 species. CPUE was very low ranging from  0.53 kg.ha−1 h−1 to 26.30 kg.ha−1 h−1. Higher CPUE was recorded at lower part in compared to upper part and middle part, and at dry season in compared to rainy season. Regulation on fishing gears, fishing ground and season should be taken into consideration to protect and conserve the resources.
对Hau (Bassac)河鱼类生物多样性进行了调查,评估了一年内鱼类组成和渔具捕捞状况。以拖网为主要采样工具,在厚江上游(安江省)、中部(芹苴市)和下游(Soc Trang省)每月进行抽样。此外,在研究地点使用的其他四种最常用的渔具,包括撒网、刺网、固定网和鱼钩,也记录了鱼类的组成。鱼种组成由渔具确定,其丰度(CPUE)仅由主取样渔具(拖网)计算。结果表明,共记录鱼类176种,隶属于16目49科。表现形目最多,有51种,其次是鲤形目,有46种。鱼类种类从上到下呈递减趋势。拖网被认为是最具破坏性的工具,多达145种鱼类被这种装置捕获,其次是刺网,98种,固定网75种,撒网57种,钩16种。CPUE很低,为0.53 kg。Ha−1 h−1 ~ 26.30 kg。CPUE的下半部高于上半部和中半部,旱季高于雨季。应考虑对渔具、渔场和季节的规定,以保护和养护资源。
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引用次数: 3
Zooplankton species distribution, richness and composition across tropical shallow lakes: A large scale assessment by biome, lake origin, and lake habitat 热带浅湖浮游动物物种分布、丰富度和组成:基于生物群系、湖泊起源和湖泊生境的大尺度评估
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020023
C. R. Cabral, L. P. Diniz, Alef Jonathan da Silva, G. Fonseca, L. Carneiro, Mauro de Melo Júnior, Adriano Caliman
Assessing zooplankton biodiversity is essential to support freshwater management/conservation programs. Here, we investigated the zooplankton community structure from 180 shallow lakes in northeastern Brazil and analyzed them according to biome (Atlantic Forest or Caatinga), the origin of ecosystems (natural or man-made lakes), and habitat type (pelagic or littoral). Additionally, we provided an updated list of zooplankton species. We registered 227 species (137 Rotifera, 65 Cladocera, 25 Copepoda). The most common species of each major group among all lakes were the cladoceran Ceriodaphina cornuta, the rotifers Brachionus havanaensis and Lecane bulla, and the copepod Termocyclops decipiens. Species related to aquatic vegetation, as the Lecanidae rotifers and phytophilous cladocerans, were more frequent along Atlantic Forest biome and natural lakes. On the other hand, species that are bioindicators of eutrophic waters were more common at the Caatinga biome and man-made lakes. Atlantic Forest and Caatinga biomes had similar species richness, but different community compositions for all zooplankton groups, reinforcing the Caatinga significance for the Brazilian aquatic biodiversity. The type of habitat was the most important factor structuring species richness, with higher richness in the littoral region when compared to the pelagic. A result of many unique species of Cladocera and Rotifera associated with the aquatic vegetation were observed. The findings demonstrated that conservation/management plans cannot generalize zooplankton species distribution across different biomes, origins and even within a single lake, between the pelagic and littoral zones.
评估浮游动物的生物多样性对于支持淡水管理/保护计划至关重要。本文调查了巴西东北部180个浅湖的浮游动物群落结构,并根据生物群系(大西洋森林或Caatinga)、生态系统起源(天然湖泊或人工湖)和栖息地类型(中上层或沿海)对其进行了分析。此外,我们还提供了一份最新的浮游动物物种清单。共登记物种227种(轮形目137种,枝角目65种,桡足目25种)。各主要类群中最常见的物种为角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角角。与水生植被有关的物种,如Lecanidae轮虫和植生枝海洋动物,在大西洋森林生物群落和天然湖泊中更为常见。另一方面,富营养化水体的生物指标物种在Caatinga生物群系和人工湖中更为常见。大西洋森林和Caatinga生物群落的物种丰富度相似,但各浮游动物类群的群落组成不同,这加强了Caatinga对巴西水生生物多样性的意义。生境类型是影响物种丰富度的最重要因素,沿海地区的物种丰富度高于远洋地区。观察到与水生植被相关的枝目和轮形目的许多独特种类。研究结果表明,保护/管理计划不能概括浮游动物物种在不同生物群系、起源、甚至在单一湖泊内、在远洋和沿海带之间的分布。
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引用次数: 5
Effect of sample size on habitat suitability estimation using random forests: a case of bluegill, Lepomis macrochirus 样本量对随机森林生境适宜性评价的影响——以蓝鳃鱼为例
IF 1 4区 环境科学与生态学 Q4 LIMNOLOGY Pub Date : 2020-01-01 DOI: 10.1051/limn/2020010
Risa Shiroyama, Manna Wang, C. Yoshimura
Species distribution models (SDMs) have been used to understand the habitat suitability of key species. Habitat suitability plots, one outcome from SDMs, are valuable for understanding the habitat suitability and behavior of organisms. The sample size is often constrained by budget and time, and could largely influence the reliability of habitat suitability plots. To understand the effect of sample size on habitat suitability plots, the present study utilized random forests (RF) combined with partial dependence function. And the bluegill (Lepomis macrochirus), a main exotic fish species in the Japan rivers, was selected as target species in this study. Total of 1010 samples of bluegill observations along with four environmental variables were surveyed by the National Censuses on River Environments. The area under curves was calculated after generating RF models, to assess the predictive model performance, and this process was repeated 1000 times. To draw habitat suitability plots, we applied partial dependence function to the formulated RF models, and 15 different sample sizes were set to examine the effect on habitat suitability plots. We concluded that habitat suitability plots are affected by sample size and prediction performance. Notably, habitat suitability plots drawn from the sample size of 50 greatly varied among the 1000-time iterations, and they are all different from the observations. Furthermore, to deal with the case of limited samples, we proposed a novel approach “averaged habitat suitability plot” for delineating habitat suitability plots. The proposed approach enables us to assess the habitat suitability even with a small sample size.
物种分布模型(SDMs)被用于了解关键物种的生境适宜性。生境适宜性图是SDMs的一个成果,对了解生物的生境适宜性和行为具有重要价值。样本量往往受到预算和时间的限制,并在很大程度上影响生境适宜性图的可靠性。为了了解样本量对生境适宜性样地的影响,本研究采用随机森林(RF)结合偏相关函数的方法。以日本河流中的主要外来鱼种蓝鳃鱼(Lepomis macrochirus)为研究对象。全国河流环境普查共调查了1010个蓝鳃鱼观察样本以及四个环境变量。生成RF模型后计算曲线下面积,以评估预测模型的性能,该过程重复1000次。为了绘制生境适宜性图,我们对所建立的RF模型应用了偏相关函数,并设置了15个不同的样本量来考察对生境适宜性图的影响。生境适宜性样地受样本量和预测效果的影响。值得注意的是,50个样本绘制的生境适宜性图在1000次迭代中变化较大,且均与观测值不同。此外,针对样本有限的情况,我们提出了“平均生境适宜性图”的方法来划分生境适宜性图。所提出的方法使我们能够在小样本量的情况下评估栖息地的适宜性。
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Annales De Limnologie-international Journal of Limnology
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