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Spatial Heterogeneity of Soil Mineral Oxide Components in Depression Between Karst Hills,Southwest China 被引量:9
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作者 DU Hu WANG Kelin +4 位作者 PENG Wanxia ZENG Fuping SONG Tongqing ZHANG Hao LU Shiyang 《Chinese Geographical Science》 SCIE CSCD 2014年第2期163-179,共17页
In karst regions,the spatial heterogeneity of soil mineral oxides and environmental variables is still not clear.We investigated the spatial heterogeneity of SiO2,Al2O3,Fe2O3,CaO,MgO,P2O5,K2O,and MnO contents in the s... In karst regions,the spatial heterogeneity of soil mineral oxides and environmental variables is still not clear.We investigated the spatial heterogeneity of SiO2,Al2O3,Fe2O3,CaO,MgO,P2O5,K2O,and MnO contents in the soils of slope land,plantation forest,secondary forest,and primary forest,as well as their relationships with environmental variables in a karst region of Southwest China.Geostatistics,principal component analysis(PCA),and canonical correlation analysis(CCA)were applied to analyze the field data.The results show that SiO2was the predominant mineral in the soils(45.02%–67.33%),followed by Al2O3and Fe2O3.Most soil mineral oxide components had a strong spatial dependence,except for CaO,MgO,and P2O5in the plantation forest,MgO and P2O5in the secondary forest,and CaO in the slope land.Dimensionality reduction in PCA was not appropriate due to the strong spatial heterogeneity in the ecosystems.Soil mineral oxide components,the main factors in all ecosystems,had greater influences on vegetation than those of conventional soil properties.There were close relationships between soil mineral oxide components and vegetation,topography,and conventional soil properties.Mineral oxide components affected species diversity,organic matter and nitrogen levels. 展开更多
关键词 KARST soil mineral oxide component ECOSYSTEM principal component analysis(PCA) canonical correlation analysiscca
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Shrub Communities and Environmental Variables Responsible for Species Distribution Patterns in an Alpine Zone of the Qilian Mountains, Northwest China 被引量:8
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作者 HUO Hong FENG Qi SU Yong-hong 《Journal of Mountain Science》 SCIE CSCD 2015年第1期166-176,共11页
Understanding the factors that drive variation in species distribution is a central theme of ecological research. Although several studies focused on alpine vegetation, few efforts have been made to identify the envir... Understanding the factors that drive variation in species distribution is a central theme of ecological research. Although several studies focused on alpine vegetation, few efforts have been made to identify the environmental factors that are responsible for the variations in species composition and richness of alpine shrublands using numerical methods. In the present study, we investigated vegetation and associated environmental variables from 45 sample plots in the middle Qilian Mountains of the northwestern China to classify different community types and to elucidate the species- environment relationships. We also estimated the relative contributions of topography and site conditions to spatial distribution patterns of the shrub communities using the variation partitioning. The results showed that four shrub community types were identified and striking differences in fioristic composition were found among them. Species composition greatly depended on elevation, slope, shrub cover, soil pH and organic carbon. The important determinants of species richness were soil bulk density and slope. No significant differences in species richness were detected among the community types. Topography and site conditions had almost equal effects on compositional variation. Nonetheless,a large amount of the variation in species composition remained unexplained. 展开更多
关键词 Alpine shrublands Floristic composition Cluster analysis Canonical Correspondence analysiscca Variation partitioning Species composition Species richness
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A Novel CCA-NMF Whitening Method for Practical Machine Learning Based Underwater Direction of Arrival Estimation
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作者 Yun Wu Xinting Li Zhimin Cao 《Journal of Beijing Institute of Technology》 EI CAS 2024年第2期163-174,共12页
Underwater direction of arrival(DOA)estimation has always been a very challenging theoretical and practical problem.Due to the serious non-stationary,non-linear,and non-Gaussian characteristics,machine learning based ... Underwater direction of arrival(DOA)estimation has always been a very challenging theoretical and practical problem.Due to the serious non-stationary,non-linear,and non-Gaussian characteristics,machine learning based DOA estimation methods trained on simulated Gaussian noised array data cannot be directly applied to actual underwater DOA estimation tasks.In order to deal with this problem,environmental data with no target echoes can be employed to analyze the non-Gaussian components.Then,the obtained information about non-Gaussian components can be used to whiten the array data.Based on these considerations,a novel practical sonar array whitening method was proposed.Specifically,based on a weak assumption that the non-Gaussian components in adjacent patches with and without target echoes are almost the same,canonical cor-relation analysis(CCA)and non-negative matrix factorization(NMF)techniques are employed for whitening the array data.With the whitened array data,machine learning based DOA estimation models trained on simulated Gaussian noised datasets can be used to perform underwater DOA estimation tasks.Experimental results illustrated that,using actual underwater datasets for testing with known machine learning based DOA estimation models,accurate and robust DOA estimation performance can be achieved by using the proposed whitening method in different underwater con-ditions. 展开更多
关键词 direction of arrival(DOA) sonar array data underwater disturbance machine learn-ing canonical correlation analysis(cca) non-negative matrix factorization(NMF)
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Interaction and independence on methane oxidation of landfill cover soil among three impact factors:water,oxygen and ammonium 被引量:3
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作者 Pinjing HE Na YANG +2 位作者 Wenjuan FANG Fan LV Liming SHAO 《Frontiers of Environmental Science & Engineering》 SCIE EI CSCD 2011年第2期175-185,共11页
To understand the influence patterns and interactions of three important environmental factors,i.e.soil water content,oxygen concentration,and ammonium addition,on methane oxidation,the soils from landfill cover layer... To understand the influence patterns and interactions of three important environmental factors,i.e.soil water content,oxygen concentration,and ammonium addition,on methane oxidation,the soils from landfill cover layers were incubated under full factorial parameter settings.In addition to the methane oxidation rate,the quantities and community structures of methanotrophs were analyzed to determine the methane oxidation capacity of the soils.Canonical correspondence analysis was utilized to distinguish the important impact factors.Water content was found to be the most important factor influencing the methane oxidation rate and Type II methanotrophs,and the optimum value was 15%(w/w),which induced methane oxidation rates 10-and 6-times greater than those observed at 5%(w/w)and 20%(w/w),respectively.Ambient oxygen conditions were more suitable for methane oxidation than 3%oxygen.The addition of 100 mg-N·kg^(-1) drysoil of ammonium induced different effects on methane oxidation capacity when conducted at low or high water content.With regard to the methanotrophs,Type II was sensitive to the changes of water content,while Type I was influenced by oxygen content.Furthermore,the methanotrophic acidophile,Verrucomicrobia,was detected in soils with a pH of 4.9,which extended their known living environments. 展开更多
关键词 quantitative polymerase chain reaction(PCR) denaturing gradient gel electrophoresis(DGGE) principal component analysis(PCA) canonical correspondence analysis(cca)
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Canonical correlation analysis of hydrological response and soil erosion under moving rainfall 被引量:2
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作者 Qi-hua RAN Zhi-nan SHI Yue-ping XU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2013年第5期353-361,共9页
The impacts of rainfall direction on the degree of hydrological response to rainfall properties were investigated using comparative rainfall-runoff experiments on a small-scale slope(4 m×1 m),as well as canonical... The impacts of rainfall direction on the degree of hydrological response to rainfall properties were investigated using comparative rainfall-runoff experiments on a small-scale slope(4 m×1 m),as well as canonical correlation analysis(CCA).The results of the CCA,based on the observed data showed that,under conditions of both upstream and downstream rainfall movements,the hydrological process can be divided into instantaneous and cumulative responses,for which the driving forces are rainfall intensity and total rainfall,and coupling with splash erosion and wash erosion,respectively.The response of peak runoff(Pr)to intensity-dominated rainfall action appeared to be the most significant,and also runoff(R)to rainfall-dominated action,both for upstream-and downstream-moving conditions.Furthermore,the responses of sediment erosion in downstream-moving condition were more significant than those in upstream-moving condition.This study indicated that a CCA between rainfall and hydrological characteristics is effective for further exploring the rainfall-runoff-erosion mechanism under conditions of moving rainfall,especially for the downstream movement condition. 展开更多
关键词 Moving rainfall RUNOFF Sediment erosion Canonical correlation analysis(cca)
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Floristic composition and ecological gradient analyses of the Liakot Forests in the Kalam region of District Swat,Pakistan 被引量:1
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作者 Sohail Anwar Shujaul Mulk Khan +2 位作者 Zeeshan Ahmad Zahid Ullah Majid Iqbal 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第4期1407-1416,共10页
Kalam Kohistan is a dry,temperate hilly region in the Hindu Raj Series of the Greater Hindu Kush Mountains with diverse forests.As plant distribution and composition is expression of a range of various environmental v... Kalam Kohistan is a dry,temperate hilly region in the Hindu Raj Series of the Greater Hindu Kush Mountains with diverse forests.As plant distribution and composition is expression of a range of various environmental variables,ecological and floristic attributes of vegetation in the Laikot Forests were therefore evaluated via consecutive explorative trips.These forests have not been evaluated ecologically before due to harsh climatic conditions and issues of accessibility and the study in hand is one of the first in its nature.Quantitative ecological techniques were used to sample forest vegetation and identify species in quadrats of 2 m×2 m for herbs,5 m×5 m for shrubs and 10 m×10 m for trees.All the data of 195 plant species and environmental factors were analyzed via Two-way Cluster Analysis and Canonical Correspondence Analysis using PCORD and CANOCO software.Among 195 plant species from 63 families were 27 species of Asteraceae,the most-speciose family,followed by Poaceae(20 spp.).The dominant life form was therophyte(86 spp.;44%share),followed by phanerophyte(41 spp.;21%share).For the leaf size spectrum,most prevalent was nanophyll(73 spp.;44%)followed by microphyll(66 spp.,34%)and mesophyll(44 spp.;23%).Calcium carbonate,pH,potassium,sand,silt,organic matter,slope aspect and grazing significantly influenced species composition,distribution and habitat.The floristic variation in the region was diverse due to elevational and aspect gradients and thus devided into three zones.This vegetation zonation can be utilized for forest management,species and habitat conservation.Both in situ and ex situ conservation of threatened plant species may improve their conservation status in future if address properly. 展开更多
关键词 FLORISTIC composition Ecological factors Life FORM spectra Leaf FORM classes Elevation zones CANONICAL correspondence analysis(cca)
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A METHOD FOR PREDICTING SHORT-AND MID-RANGE TURNING AND ACCELERATION MOTION TREND OF TROPICAL CYCLONES OVER THE SOUTH CHINA SEA
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作者 黄立文 胡基福 《Acta meteorologica Sinica》 SCIE 1996年第2期148-159,共12页
An approach is proposed for predicting turning and acceleration motion trend of the tropical cyclones over the South China Sea for 72 h in the extrapolated track coordinates.Cross-track (CT)and along-track(AT)componen... An approach is proposed for predicting turning and acceleration motion trend of the tropical cyclones over the South China Sea for 72 h in the extrapolated track coordinates.Cross-track (CT)and along-track(AT)components are defined according to the persistently extrapolated track coodinates based on observed positions at the initial and past 24 h times.A kind of straight- forward measure may be provided with CT and AT components for typhoon turning motion and ac- celeration motion.Canonical correlation analysis(CCA)is performed to reveal the correlaotions be- tween tropical cyclone tracks and environmental 500 hPa geopotential height fields.A stepwise dis- criminate analysis technique is adopted to derive the classification functions of the respective three categories for AT and CT components.Especially,categorical combinations of CT and AT compo- nents are divided into possible 9 regions corresponding with tropical cyclone behaviors.Not only can 9 motion trends of a tropical cyclone be predicted,but also the location and its maximum error at least in certain direction are available.The perfect prediction(PP)verifications indicate that the percent corrects for the CT and AT categories are 67% and 69% in the independent samples,73% and 53% in the dependent samples,respectively,higher than that of 33.3% for random chance; moreover,the rate for successfully forecasting that in which one of the nine regions the tropical cy- clones will fall at 72 h is about 40%,also higher than the stochastic probability of 11%.The method has been proved to be skillful and promising. 展开更多
关键词 extrapolated track coordinate cross-track(AT)and along-track(CT)components canonical correlation analysis(cca) perfect prediction(PP) tropical cyclone
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Distribution patterns of plant communities and their associations with environmental soil factors on the eastern shore of Lake Taihu,China 被引量:1
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作者 Wei Li Lijuan Cui +7 位作者 Baodi Sun Xinsheng Zhao Changjun Gao Yan Zhang Manyin Zhang Xu Pan Yinru Lei Wu Ma 《Ecosystem Health and Sustainability》 SCIE 2017年第9期4-15,共12页
Introduction:Plant communities and soil factors might interact with each other in different temporal and spatial scales,which can influence the patterns and processes of the wetland ecosystem.To get a better understan... Introduction:Plant communities and soil factors might interact with each other in different temporal and spatial scales,which can influence the patterns and processes of the wetland ecosystem.To get a better understanding of the distribution of plants in wetlands and analyze their associations with environmental soil factors,the structure and types of plant communities in the eastern shore area of Lake Taihu were analyzed by two-way indicator species analysis and canonical correspondence analysis(CCA)ordination.The spatial distribution patterns of vegetation and the main factors affecting the distributions were investigated.Outcomes:Sixty-six sampling sites were selected to obtain vegetation species and soil environmental factor data.Results showed that 22 species from the 66 sites could be divided into seven communities:I:Arundo donax;II:A.donax+Phragmites australis;III:Zizania latifolia+Typha orientalis;IV:P.australis+Alternanthera philoxeroides+Polygonum hydropiper;V:P.australis;VI:P.australis+Humulus scandens;and VII:Erigeron acer+Ipomoea batatas+Rumex acetosa.Plant species and soil factors in the CCA analysis showed that I.batatas,E.acer,Chenopodium album,Polygonum lapathifolium,and Acalypha australis were mainly affected by pH,whereas Echinochloa crus-galli,Setaria viridis,and H.scandens were mainly affected by soil total phosphorus.Mentha canadensis and A.donax were mainly affected by soil conductivity,A.philoxeroides was mainly affected by soil organic matter and,Z.latifolia,Metaplexis japonica and P.hydropiper were mainly affected by available phosphorus.Conclusion:These results indicated that different plants adapted to different soil environmental factors and provided basic information on the diversity of Lake Taihu wetland vegetation. 展开更多
关键词 Eastern shore of Lake Taihu VEGETATION spatial distribution canonical correspondence analysis(cca) soil factors
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Effects of Different Land Cover Types on Soil Microbial Biomass Carbon and Nitrogen in the Lower Reaches of Niyang River
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作者 Heping MA Wenyin ZHAO 《Asian Agricultural Research》 2022年第1期41-45,共5页
[Objectives]To comprehensively and deeply explore the effects of different land cover types in the lower reaches of Niyang River on soil microbial biomass carbon and nitrogen,and to provide a scientific basis for the ... [Objectives]To comprehensively and deeply explore the effects of different land cover types in the lower reaches of Niyang River on soil microbial biomass carbon and nitrogen,and to provide a scientific basis for the rational use and sustainable management of land resources in this area.[Methods]Taking the 3 types of land cover(cultivated land,grass land and forest land)in the lower reaches of Niyang River in Tibet as the research object,the contents,distribution characteristics and relationships of soil organic carbon,organic nitrogen,microbial biomass carbon,microbial biomass nitrogen and readily oxidizable organic carbon,and their relationships were studied in 0-10,10-20,20-40,40-60,and 60-100 cm soil depth.[Results]The soil organic carbon content of forest land was higher than that of grass land and cultivated land;the vertical change trend of soil organic carbon content decreased with the increase of depth(P<0.05),and it was mainly concentrated in the soil with a depth of 0-20 cm.The soil organic carbon content was significantly different among forest land,grass land and cultivated land(P<0.05),but there was no significant difference between cultivated land and grass land(P>0.05).The soil organic nitrogen content was significantly different among cultivated land,grass land,and forest land(P<0.05),but there was no significant difference between grass land and forest land(P>0.05).The readily oxidizable organic carbon,microbial biomass carbon and nitrogen in forest land were higher than that in cultivated land and grass land.The change trend of soil readily oxidizable organic carbon,microbial biomass carbon and microbial biomass nitrogen was similar to the change of soil organic carbon content,showing a significant positive correlation.In addition to being subject to land cover,soil microbial biomass carbon and nitrogen content were also subject to the interaction of factors such as soil temperature,humidity,pH and vegetation types.[Conclusions]Changes in land cover significantly affect soil organic carbon and 展开更多
关键词 Soil microbial biomass carbon and nitrogen Land cover Soil depths Canonical correspondence analysis(cca)
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Vascular plants distribution in relation to topography and environmental variables in alpine zone of Kedarnath Wild Life Sanctuary,West Himalaya
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作者 CHANDRA Sudeep SINGH Ankit +2 位作者 SINGH C.P. NAUTIYAL M.C. RAWAT L.S. 《Journal of Mountain Science》 SCIE CSCD 2018年第9期1936-1949,共14页
The present study was carried out in Tungnath alpine meadows of Kedarnath Wild Life Sanctuary, Western Himalaya from subalpine to upper alpine zone. A total of four summits were selected along an altitudinal gradient ... The present study was carried out in Tungnath alpine meadows of Kedarnath Wild Life Sanctuary, Western Himalaya from subalpine to upper alpine zone. A total of four summits were selected along an altitudinal gradient and sampled for detailed vegetation analysis using multi summit approach as per Global observation research initiative in alpine environments(GLORIA). Species richness, diversity, and evenness among four summits as well as the interaction between environmental variables with plant communities were assessed. Monthly mean soil temperature was calculated using data retrieved from geo-precision temperature logger in order to identify the trend of soil temperature among different season and altitudinal gradient and its implications to plant communities. Soil samples were analyzed fromeach summit by collecting randomized composite soil samples. The indirect non-metric multidimensional scaling(NMDS) and direct canonical correspondence analysis(CCA) tools of ordination techniques to determine the linkage between plant species from various sample summits and biotic/abiotic environmental gradients were used in the present study. The results of the study demonstrated increase in species richness as soil temperature increases, the ecotone representing summits were found most warm summits followed by highest species richness. Annual soil temperature increased by 1.43°C at timberline ecotone. Whereas, at upper alpine zone the soil temperature increased by 0.810 C from year 2015 to 2016. S?rensen's similarity index was found to be increased between subalpine and upper alpine zone with increase in the presence of subalpine plant species at upper alpine zone. Both the ordination tools separate the subalpine summit and their respective vegetation from summits representingtimberline ecotone and upper alpine zone. Soil p H, altitude, soil cation exchange capacity were found as the key abiotic drivers for distribution of plant species. 展开更多
关键词 GLORIA Non-metric multidimensionalscaling (NMDS) Canonical correspondence analysiscca ECOTONE West Himalaya
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三峡库区不同林龄马尾松土壤养分与酶活性的关系 被引量:102
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作者 葛晓改 肖文发 +3 位作者 曾立雄 黄志霖 黄玲玲 谭本旺 《应用生态学报》 CAS CSCD 北大核心 2012年第2期445-451,共7页
基于对三峡库区不同林龄马尾松林下土壤养分和酶活性的测定及典范对应分析,探讨了不同林龄马尾松林土壤养分、酶活性特征及其相互关系.结果表明:马尾松林0~20cm土壤有机质、总氮、铵态氮和有效磷含量均表现出成熟林>中龄林>近熟... 基于对三峡库区不同林龄马尾松林下土壤养分和酶活性的测定及典范对应分析,探讨了不同林龄马尾松林土壤养分、酶活性特征及其相互关系.结果表明:马尾松林0~20cm土壤有机质、总氮、铵态氮和有效磷含量均表现出成熟林>中龄林>近熟林;随着林龄的增加,土壤转化酶活性先降低后增加,纤维素酶、多酚氧化酶活性逐渐降低,而脲酶和过氧化物酶活性先增加后降低.经典范对应分析,不同林分中主要土壤养分对酶活性的影响顺序为总氮>有机质>pH>容重>铵态氮>有效磷,转化酶与土壤有机质、总氮、总磷呈显著正相关,过氧化物酶与有机质、总氮、总磷、容重呈显著负相关,土壤主要养分含量高,转化酶活性较高,过氧化物酶活性相对较低.转化酶、纤维素酶和过氧化物酶是评价土壤质量及肥力较好的生物学指标. 展开更多
关键词 三峡库区 土壤养分 土壤酶活性 林龄 典范对应分析
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洪湖浮游植物群落结构及其与环境因子的关系 被引量:97
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作者 邓建明 蔡永久 +1 位作者 陈宇炜 张路 《湖泊科学》 EI CAS CSCD 北大核心 2010年第1期70-78,共9页
为研究洪湖浮游植物群落结构及其与环境因子的关系,于2008年3月(枯水期)及7月(丰水期)在洪湖进行采样分析.两次采样共鉴定有浮游植物6门46属95种,细胞丰度变化范围为2.00×10^5-284×10^5eells/L.硅藻为两个季节绝对... 为研究洪湖浮游植物群落结构及其与环境因子的关系,于2008年3月(枯水期)及7月(丰水期)在洪湖进行采样分析.两次采样共鉴定有浮游植物6门46属95种,细胞丰度变化范围为2.00×10^5-284×10^5eells/L.硅藻为两个季节绝对优势门类,其次为绿藻及蓝藻;主要种属为直链藻、脆杆藻、栅藻等.丰水期与枯水期浮游植物群落结构季节差异较大;在枯水期由于硅藻对水温和光照较好的适应能力使其处于优势门类;丰水期由于其他藻类对营养盐的竞争及水体中硅含量充足使得绿藻等生长同时硅藻能继续保持优势地位.主成分分析表明在洪湖富营养化水平及水体中离子类型、水体中物质组成和污染程度是影响浮游植物生长的三类主要因素;典范对应分析结果表明浮游植物群落结构与水温、溶解氧及悬浮物浓度相关. 展开更多
关键词 洪湖 浮游植物 群落结构 主成分分析 典范对应分析
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科尔沁沙质草地群落物种多样性、生产力与土壤特性的关系 被引量:90
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作者 左小安 赵学勇 +3 位作者 赵哈林 李玉强 郭轶瑞 赵玉萍 《环境科学》 EI CAS CSCD 北大核心 2007年第5期945-951,共7页
研究了科尔沁沙地6个典型生境类型的沙质草地群落物种多样性与生产力的变化,分析了植物群落格局、物种多样性、生产力与土壤特性的关系.结果表明,从湿草甸向干草甸、固定沙丘、半固定沙丘、半流动沙丘和流动沙丘退化过程中,群落生产力... 研究了科尔沁沙地6个典型生境类型的沙质草地群落物种多样性与生产力的变化,分析了植物群落格局、物种多样性、生产力与土壤特性的关系.结果表明,从湿草甸向干草甸、固定沙丘、半固定沙丘、半流动沙丘和流动沙丘退化过程中,群落生产力逐渐下降;群落物种多样性先增加后减小,表现出由湿生化和土壤贫瘠化生境向中生、中旱生生境逐渐增加的趋势;土壤极细沙和粉粒含量逐渐递减,土壤有机碳和全氮含量、电导率逐渐递减.典范对应分析(CCA)表明,土壤有机碳、全氮、有效氮、有效钾、土壤含水量、酸碱度和盐分含量的变化共同影响植物群落分布格局,其解释总方差为40%,其中土壤养分梯度是沙质草地群落分布格局的主要土壤限制因子.沙质草地植物群落的生态优势度、物种多样性指数分别与土壤养分梯度和水盐及酸碱因子二元指标之间存在显著的二元线性关系.沙质草地群落物种多样性变化受土壤养分、水盐及酸碱度因子的共同影响.多元回归模型分析表明,土壤养分对生物量的贡献率为86.73%,明显大于水盐及酸碱度对群落生产力的影响. 展开更多
关键词 沙质草地群落 物种多样性 生产力 土壤理化性质 典范对应分析
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喀斯特森林土壤养分的空间异质性及其对树种分布的影响 被引量:91
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作者 张忠华 胡刚 +1 位作者 祝介东 倪健 《植物生态学报》 CAS CSCD 北大核心 2011年第10期1038-1049,共12页
以贵州省茂兰国家级自然保护区喀斯特峰丛坡面中原生性常绿落叶阔叶混交林为研究对象,以建立的100 m×100m样地的群落学调查数据和基于网格取样的土壤养分数据为基础,采用半方差函数、Kriging空间插值和典范对应分析(canonical corr... 以贵州省茂兰国家级自然保护区喀斯特峰丛坡面中原生性常绿落叶阔叶混交林为研究对象,以建立的100 m×100m样地的群落学调查数据和基于网格取样的土壤养分数据为基础,采用半方差函数、Kriging空间插值和典范对应分析(canonical correspondence analysis,CCA)等方法分析了喀斯特森林土壤养分的空间异质性特征及其对树种分布的影响。结果表明:喀斯特峰丛坡面土壤养分的变异系数为10%–80%,变异程度中等。各土壤养分指标均具有良好的空间自相关性,其中全磷(TP)、全钾(TK)、全镁(TMg)和pH值呈强烈的空间自相关,而有机质(OM)、全钙(TCa)、速效磷(AP)和速效钾(AK)为中等程度的空间自相关;TCa的空间变异尺度最小,OM、TP和AK的空间变异尺度较大。土壤TK、TP、TCa、TMg、AP和pH值等随着海拔高度的增加和岩石裸露率的降低而逐渐减少,OM则随着海拔高度的增加而趋于增加,这表明喀斯特地形因子是造成土壤养分空间变异的重要因素。CCA分析表明,土壤养分的空间变异性显著影响到群落中树种的组成与空间分布,其中TK、TMg、pH值、TCa和OM的影响最为明显,体现了不同植物在土壤资源利用上的生态位分化,这有助于喀斯特森林群落物种多样性与稳定性的维持。 展开更多
关键词 典范对应分析 喀斯特森林 茂兰国家级自然保护区 半方差函数 土壤养分 空间异质性
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山西灵空山小蛇沟林下草本层植物群落梯度分析及环境解释 被引量:77
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作者 余敏 周志勇 +3 位作者 康峰峰 欧阳帅 米湘成 孙建新 《植物生态学报》 CAS CSCD 北大核心 2013年第5期373-383,共11页
通过对山西灵空山小蛇沟集水区的林下草本层植物群落进行调查和多元分析——TWINSPAN分类、典范对应分析(CCA)与生境、生物因素变量分离,探讨林分水平上草本层物种分布与环境因子之间的关系。结果如下:1)TWINSPAN将26个调查样方划分为6... 通过对山西灵空山小蛇沟集水区的林下草本层植物群落进行调查和多元分析——TWINSPAN分类、典范对应分析(CCA)与生境、生物因素变量分离,探讨林分水平上草本层物种分布与环境因子之间的关系。结果如下:1)TWINSPAN将26个调查样方划分为6种群落类型:以辽东栎(Quercus wutaishanica)为主的辽东栎-油松(Pinus tabulaeformis)林型、辽东栎杂木林型、辽东栎林型、华北落叶松(Larix principis-rupprechtii)林型、油松林和阔叶油松林型、油松-辽东栎均匀混交林型,体现了该地区地带性植被类型为暖温带森林的特点。2)群落类型的划分与CCA的结果相吻合,主要反映了CCA排序第一、二轴的环境梯度,CCA排序轴第一轴突出反映了林分类型与土壤养分梯度,第二排序轴与坡度、坡位显著相关。Monte Carlo检验结果表明,林分类型、土壤养分和坡度是影响小蛇沟集水区内林下草本物种分异的最主要的环境因子。3)生境因子与生物因子解释了物种格局变化的42.9%,其中生境因子占31.8%,生物因子占7.9%,生境因子与生物因子交互作用解释部分占3.2%。良好的环境解释反映了调查取样和环境因子选取的合理性。对于50%以上未能被解释的变异部分,可能归咎于未被选取的因子如干扰或者随机过程。4)在海拔梯度较小的山区,坡向等小地形因子能较好地指示局部生境的小气候条件,对林下植物的分布有较好的解释力。 展开更多
关键词 典范对应分析(cca) 暖温带森林 林下群落 地形 变量分离 植被-环境关系
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香溪河大型底栖动物群落结构季节动态 被引量:62
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作者 蒋万祥 贾兴焕 +3 位作者 周淑婵 李凤清 唐涛 蔡庆华 《应用生态学报》 CAS CSCD 北大核心 2009年第4期923-928,共6页
通过大型底栖动物的量化监测,对香溪河水系大型底栖动物季节动态进行研究.共采集大型底栖动物197种,隶属6纲68科,其中,四节蜉、高翔蜉、短尾石蝇为该水系优势类群,不同季节间大型底栖动物优势类群组成存在较大差异.大型底栖动物群落结... 通过大型底栖动物的量化监测,对香溪河水系大型底栖动物季节动态进行研究.共采集大型底栖动物197种,隶属6纲68科,其中,四节蜉、高翔蜉、短尾石蝇为该水系优势类群,不同季节间大型底栖动物优势类群组成存在较大差异.大型底栖动物群落结构以冬季最为复杂,春、秋季次之,夏季相对简单.大型底栖动物功能摄食类群以集食者占优,其次为刮食者、捕食者和滤食者,撕食者丰度最小.典型对应分析表明,不同季节影响底栖动物群落结构的因子差异较大;夏季和秋季营养盐对底栖动物群落结构影响较大,水深对各季度大型底栖动物群落结构均有影响. 展开更多
关键词 香溪河 大型底栖动物 季节动态 功能摄食类群 典型对应分析
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长江中下游地区湖泊硅藻-总磷转换函数 被引量:54
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作者 董旭辉 羊向东 +1 位作者 王荣 潘红玺 《湖泊科学》 EI CAS CSCD 北大核心 2006年第1期1-12,共12页
硅藻转换函数的研究为湖泊环境指标的定量重建提供了有效途径.在长江中下游45个湖泊水质和表层沉积硅藻调查的基础上,利用典型对应分析方法开展了表层硅藻与营养态指环的关系研究.15个水质指标中总磷解释了硅藻数据的最大变率,是影响... 硅藻转换函数的研究为湖泊环境指标的定量重建提供了有效途径.在长江中下游45个湖泊水质和表层沉积硅藻调查的基础上,利用典型对应分析方法开展了表层硅藻与营养态指环的关系研究.15个水质指标中总磷解释了硅藻数据的最大变率,是影响硅藻种群分布的最重要最显著的环境变量.通过对不同加权平均回归方法的比较,选择了反向还原加权平均回归与校正方法建立了研究区硅藻-总磷转换函数模型.依据刀割法统计检验,该模型提供了较低的推导误差(RMSEPjack=0.157).在删除异常样品后,该硅藻-总磷转换函数的推导能力明显增强,实测值与推导值的回归相关系数大大提高(R2jack=0.82),推导误差(RMSEPjack=0.12)也较原来降低了近21%.该转换函数同世界上其它区域的硅藻-总磷模型相比具有更强的推导能力.长江中下游地区硅藻-总磷转换函数的建立,为今后开展研究区内不同营养类型湖泊营养本底的定量重建奠定了基础,可望为湖泊治理参考目标的制定提供有效的技术支撑. 展开更多
关键词 长江中下游湖泊 硅藻 总磷 典型对应分析(cca) 转换函数
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地形因子对粤北山地森林不同生长型地表植物分布格局的影响 被引量:58
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作者 区余端 苏志尧 +1 位作者 李镇魁 林义辉 《应用生态学报》 CAS CSCD 北大核心 2011年第5期1107-1113,共7页
利用典范对应分析(CCA)方法研究了小地形变化对广东省车八岭国家级自然保护区山地常绿阔叶林不同生长型地表植物分布格局的影响.结果表明:坡向、坡度和坡位3个地形因子的综合作用对4种生长型地表植物(蕨类、木质藤本、草本和灌木)的分... 利用典范对应分析(CCA)方法研究了小地形变化对广东省车八岭国家级自然保护区山地常绿阔叶林不同生长型地表植物分布格局的影响.结果表明:坡向、坡度和坡位3个地形因子的综合作用对4种生长型地表植物(蕨类、木质藤本、草本和灌木)的分布格局均有显著影响.其中,坡向对4种生长型地表植物分布格局的影响均显著,坡度对灌木分布格局的影响显著,坡位对4种生长型地表植物分布格局的影响均不显著.从阴坡到半阴坡再到半阳坡,4种生长型地表植物的总个体数均逐渐减小,表明阴性植物在亚热带山地常绿阔叶林地表植物中占优势.大部分灌木属于阴性植物,其丰富度和多样性随坡向的变化趋势与总个体数一致.灌木对坡度的变化较敏感,在缓坡上数量较多.丘陵低山的坡位变化范围不大,对地表植物分布的影响不显著.在林分尺度上,地形因子在水平方向(坡向)上对地表植物分布格局的影响比垂直方向(坡度和坡位)大,反映出坡向是亚热带山地森林中影响水热条件的主要因子. 展开更多
关键词 分布格局 生长型 地形 山地森林 典范对应分析(cca)
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三峡水库初期蓄水对消落带植被及物种多样性的影响 被引量:55
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作者 王强 袁兴中 +3 位作者 刘红 张跃伟 陈忠礼 李波 《自然资源学报》 CSSCI CSCD 北大核心 2011年第10期1680-1693,共14页
通过对173 m蓄水后三峡水库消落带内植物群落的调查,运用CCA法对消落带植物群落进行排序,研究了消落带植物群落特征和物种多样性格局,分析了消落带植被的变化及其环境解释。结果表明:三峡库区消落带共记录58科175种植物。狗尾草、马唐... 通过对173 m蓄水后三峡水库消落带内植物群落的调查,运用CCA法对消落带植物群落进行排序,研究了消落带植物群落特征和物种多样性格局,分析了消落带植被的变化及其环境解释。结果表明:三峡库区消落带共记录58科175种植物。狗尾草、马唐、小蓬草、狼杷草、稗、酸模叶蓼、苍耳、双穗雀稗、狗牙根等为优势种。一年生植物为消落带优势生活型。共记录54个群落类型,其中灌丛群落5个,草本植物群落49个。CCA排序表明,三峡水库消落带植物主要分布在坡度平缓、底质较细、高程较高的消落带上部区域。在消落带内,物种多样性和一年生植物比例随高程上升而增加。消落带植物组成特征和物种多样性格局与水淹干扰强度在空间上的变化一致。长期的冬季水淹、剧烈的水位变动以及退水季节的高温伏旱等环境因素是影响消落带植被组成的重要因素。 展开更多
关键词 三峡水库 消落带 植物群落 生物多样性 水文情势 典范对应分析(cca)
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浙江三门湾浮游动物优势种空间生态位 被引量:54
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作者 徐晓群 曾江宁 +3 位作者 陈全震 刘晶晶 杜萍 王桂忠 《应用生态学报》 CAS CSCD 北大核心 2013年第3期818-824,共7页
生态位与种间竞争、资源利用密切联系,体现了物种在群落中利用资源的能力.为探明三门湾浮游动物分布格局的形成和影响因素,分别采用Shannon公式和Petrailis指数测定了浮游动物优势种生态位宽度和生态位重叠,并通过典范对应分析研究生态... 生态位与种间竞争、资源利用密切联系,体现了物种在群落中利用资源的能力.为探明三门湾浮游动物分布格局的形成和影响因素,分别采用Shannon公式和Petrailis指数测定了浮游动物优势种生态位宽度和生态位重叠,并通过典范对应分析研究生态位分化状况.结果表明:百陶带箭虫、背针胸刺水蚤、短尾类幼虫等沿岸种的空间生态位较宽,而肥胖软箭虫、中华假磷虾等外海种的空间生态位较窄;具有捕食-被捕食关系的不同类群物种(如箭虫、仔鱼和水母分别与桡足类)有较高的生态位重叠,而同一类群物种(如桡足类及箭虫)间的生态位重叠值较低;浮游动物分布受温度、盐度和叶绿素a的影响较大,受营养盐影响较小.浮游动物空间生态位与生活类型、种间竞争、摄食等多种因素相关. 展开更多
关键词 浮游动物 生态位 竞争 捕食-被捕食 典范对应分析 三门湾
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