• Title/Summary/Keyword: CCA Analysis

Search Result 199, Processing Time 0.023 seconds

Canonical Correlation Analysis for Estimation of Relationships between Sexual Maturity and Egg Production Traits upon Availability of Nutrients in Pullets

  • Cankaya, Soner;Ocak, Nuh;Sungu, Murat
    • Asian-Australasian Journal of Animal Sciences
    • /
    • v.21 no.11
    • /
    • pp.1576-1584
    • /
    • 2008
  • In this study, canonical correlation analysis (CCA) was applied to estimate the relationship between three different sexual maturity traits (X set: days to first egg (DFE), weight of the first egg (WFE), body weight at first egg (BWFE)) and level of nutrient intake (Y set: energy (EI) and protein intake (PI)) or the egg production traits at two different periods (Z set: number of egg (NE1 and NET) and weight of egg (WE1 and WET) from 22 to 25 (Wfirst) and 22 to 33 wk of age (Wall), respectively), which were measured from 64 egg-type pullets (Isa Brown) manipulated for time of access to energy and protein sources to onset of egg production. Partial CCA (PCCA) was used to eliminate the contribution of differences in the levels of nutrient intake to canonical variables for X and Z sets at the first production period. Estimated canonical correlation coefficients between X set and Y set (0.429, p = 0.042), X set and Z set (0.390, p = 0.007 for Wfirst) and within Z set (between Wfirst and Wall; 0.780, p<0.001), and partial canonical correlation coefficient between X set and Z set (0.415, p = 0.009) were significant. Canonical weights and loadings from CCA indicated that the BWFE had the largest contribution compared to the DFE and WFE to variation of egg number produced at two different periods. The results from PCCA indicated that the contribution of PI and EI to the degree of the correlation between canonical variables for X and Z sets were unfavourable. In conclusion, the effect of body weight at sexual maturity upon the availability of nutrients can have a higher contribution to variation of egg production in pullets if the contribution of differences in nutrient intakes to onset of egg production were eliminated.

An Analysis of Vegetation-Environment Relationships of Quercus mongolica in Soraksan National Park (설악산 국립공원 지역의 신갈나무 군집과 환경의 상관관계 분석)

  • 송호경;장규관;오동훈
    • Korean Journal of Environment and Ecology
    • /
    • v.11 no.4
    • /
    • pp.462-468
    • /
    • 1998
  • Vegetational data from 25 quadrats of Quercus mongolica communities at Hangyeryong and Paekdamsa area in Soraksan National Park were analysed by applying two multivariate methods: two-way indicator species analysis(TWINSPAN) for classification and canonical correspondence analysis(CCA) for ordination. The forest vegetation of Quercus mongolica community was classified into Quercus mongolica-Tilia amurensis, Quercus mongolica-Abies holophylla, Quercus mongolica-Styrax obassis, and Quercus mongolica-Quercus serrata groups according to the TWINSPAN. The relationships between the distribution of dominant groups according ot the TWINSPAN. The relationships between the distribution of dominant groups for forest vegetation and soil condition in Quercus mongolica communities were investigated by analysing elevation and soil nutrition gradients. Quercus mongolica-Tilia amurensis group was distributed in the high elevation and poor nutrition area of total nitrogen and C.E.C., Quercus monholica-Abies holophylla group was distributed in the high elevation and good nutrition area of total nitrogen and C.E.C., Quercus mongolica-Styrax obassia group was distributed in the medium elevation and poor nutrition area of total nitrogen and C.E.C., while Quercus mongolica-Quercus serrata group was distributed in the low elevation and poor nutrition area of total nitrogen and C.E.C.. The dominant factors influencing community distribution were elevation, total nitrogen and C.E.C..

  • PDF

Forest Vegetation Structure in Maruguem (the Ridge Line) Area of Gitdaebaegibong to Jukryeong, Baekdudaegan (백두대간(깃대배기봉-죽령 구간) 마루금 주변의 산림식생구조)

  • Song, Ju Hyeon;Yun, Chung Weon
    • Journal of Korean Society of Forest Science
    • /
    • v.108 no.2
    • /
    • pp.147-167
    • /
    • 2019
  • This study was conducted to analyze forest vegetation structure in the Marugeum (Ridge) area of Gitdaebaegibong to Jukryeong, Baekdudaegan. Data were collected in 298 quadrates through a Braun-Blanquet vegetation survey from April, 2018 to October, 2018. Forest vegetation was classified into 13 vegetation units. A Quercus mongolica community was divided into Morus bombycis, Filipendula glaberrima, Fraxinus sieboldiana, Prunus maackii unit and Q. mongolica typical unit. The M. bombycis unit was further classified into a Deutzia glabrata group and M. bombycis typical group. The F. glaberrima unit was subdivided into a Veratrum oxysepalum group, Arundinella hirta group, and F. glaberrima typical group. The F. sieboldiana unit was divided into a Pinus densiflora group, Larix kaempferi group, and F. sieboliana typical group. The relationship between vegetation units and environmental factors was studied through coincidence analysis and CCA. The F. glaberrima unit (VU 6~8) was distributed by elevation above 1,200 m and other vegetation units were distributed below 1,200 m. Results of the CCA analysis showed that the F. glaberrima unit distribution is positively correlated with elevation. As a result of species diversity, the F. glaberrima unit was higher than other vegetation units. A similarity index analysis revealed that the F. sieboldiana unit (VU 9~11) was relatively homogeneous, and the M. bombycis unit (VU 1~5) and A. girta group (VU 7) were relatively heterogeneous. A detrended correspondence analysis determined that the distance between the statistical axes of the M. bombycis and F. glaberrima units was the greatest, which is consistent with the analysis of the similarity index. As a result of interspecific correlation of major woody plants, hydrophilic species were positively correlated, and a negative correlation was found between Q. mongolica and intolerant species such as P. densiflora and L. kaempferi.

Environmental Factors Affecting the Abundance and Presence of Tree Species in a Tropical Lowland Limestone and Non-limestone Forest in Ben En National Park, Vietnam

  • Nguyen, Thinh Van;Mitlohner, Ralph;Bich, Nguyen Van;Do, Tran Van
    • Journal of Forest and Environmental Science
    • /
    • v.31 no.3
    • /
    • pp.177-191
    • /
    • 2015
  • The effect of environmental variables on the presence and abundance of tree species in a tropical lowland undisturbed limestone and non-limestone forest in Ben En National Park, Vietnam was investigated. The relationships between 13 environmental variables and 29 tree species with a DBH ${\geq}10cm$, as well as between six 6 physical variables with 26 species of seedling and sapling communities were assessed by canonical correspondence analysis (CCA). Data concerning all tree species ${\geq}10cm$ DBH were collected from eighteen $400m^2$ sample plots, while the abundance of regeneration (all individuals ${\leq}5cm$ DBH) was counted in fifty $2{\times}20m$ strip-plots. The significance of species-environments correlations were tested by distribution-free Monte Carlo tests. The CCA of the 29 examined tree species and 13 environmental variables indicated that the presence and abundance of the tree species were closely related to topographic factors. We may confirm that soil properties including pH, soil moisture content, and soil textures, were the most crucial factor in tree species composition and their distribution. Several species including Pometia pinnata, Amesiodendron chinense, Gironniera cuspidate, Cinnamomum mairei, and Caryodaphnopsis tonkinensis were not controlled by soil properties and topographic variables. The CCA also indicated that the abundance of regeneration tree species at all sites had positive and significant correlations with soil depth, while the occurrence of several other tree species (such as Koilodepas longifolium and Aglaia dasyclada) was positively correlated with a higher slope and rocky outcrop.

An Analysis of Vegetation -Environment Relationships of Forest Community in Mt. Baekun by Ordination and Classification (Ordination 과 Classification에 의한 백운산의 산림 군락과 환경의 상관관계 분석)

  • 정진철;장규관;송호경
    • Korean Journal of Environment and Ecology
    • /
    • v.13 no.3
    • /
    • pp.244-253
    • /
    • 1999
  • 백운산의 산림군락과 환경 요인과의 관계를 구명하기 위하여 TWINSPAN과 CCA Ordination을 이용분석한 결과는 다음과 같다. TWINSPAN에 의해서 서어나무 군락, 고로쇠나무 군락, 신갈나무 군락 및 굴참나무 군락의 4 group으로 구분되었다. 주요 군락과 환경 용인과의 상관을 보면 서어나무 군락과 굴참나무 군락은 해발고가 중간이고 유기물 함량과 유효인산의 양료가 중간인 곳에 주로 분포하고 신갈나무 군락은 해발고가 높고 유기물 함량과 유효인산의 양료가 많은 곳에 주로 분포하며 고로쇠나무 군락은 해발고가 낮고 $K+$,$Ca{++}$,및 $Mg^{++}$등의 양료가 많은 곳에 주로 분포하고 있다 주요 수종과 환경과의 상관관계를 보면 해발고가 높고 유기물 함량과 $P_2O_5$ 많은 곳에 신갈나무, 노리재나무, 물푸레나무, 해발고가 중간기고 양료가 중간인 곳에 서어나무, 비목, 단당풍 졸참나무, 쪽동백나무, 때죽나무, 해발고가 낮고, 습하며$K+$,$Ca{++}$,및 $Mg^{++}$ 등의 양료가 많은 계곡부타 까치박달나무 층층나무, 느티나무, 고로쇠나무, 들메나무, 나도밤나무 및 산뽕나무가 분포하고 있다.

  • PDF

Classification and Ordination Analysis on the Quercus mongolica Communities in Mt. Changan, Ch nbuk (분류법과 서열법에 의한 전북 장안산의 신갈나무 군락 분석)

  • 김영식;김창환;길봉섭
    • Korean Journal of Environment and Ecology
    • /
    • v.13 no.2
    • /
    • pp.143-152
    • /
    • 1999
  • 전북 장안산의 신갈나무림을 분류법과 서열법에 의하여 분석하였다. 분류법(식물사회학적 방법)에 의한 신갈나무림의 분석결과 신갈나무-철쭉꽃군락, 신갈나무-노린재나무군락, 신갈나무-조릿대군락의 3개 군락으로 분류되었다. CCA에 의하여 분석된 결과에 의하면 신갈나무, 철쭉꽃, 노린재나무는 고도가 높은 지역에서 분포하고, 고로쇠나무, 들메나무, 고광나무, 함박꽃나무, 까치박달은 습하고 유기물 함량 및 전질소, C.E.C등의 양료가 양호한 지역에 소나무, 굴참나무, 붉나무, 병꽃나무는 고도가 낮은 지역에서 분포하고 있다. 신갈나무림의 분포와 환경과의 상호관계를 분석한 결과 고도, 토양습도, 유기물함량, 지형, pH등이 높은 상관관계를 나타냈다.

  • PDF

Heavy Metals of Landfilled Biomass and Their Environmental Standard, Including CCA-treated Wood for Eco-housing Materials (방부처리 목재를 포함한 토양매립 바이오메스의 중금속 함량과 안전성 문제)

  • Lim, Kie-Pyo;Lee, Jong-Tak;Bum, Jung-Won
    • Journal of the Korean Wood Science and Technology
    • /
    • v.34 no.4
    • /
    • pp.37-45
    • /
    • 2006
  • Recently, wood-framed houses has been built in the Korea for pension. Wood is good material for human healthy, while the construction lumbers are treated with preservative such as CCA (chromated copper arsenate), which contain some toxic elements for human body. However, if the waste woody biomass treated with various heavy metals, which has been collected from house construction or demolition, was fired in the field, and incinerated or landfilled after mass collection, such components will result in the toxic air pollutants in the burning or land fills, and spreaded into other areas. So the careful selection of wood and chemicals are required in advance for house construction, in particular, for environment-friendly housings. Therefore, this study was carried out to determine the content of toxic heavy metals in woody materials such as domestic hinoki and imported hemlock treated with CCA for housing materials, and the post-treated wood components such as organic fertilizer, sludge, dry-distilled charcoal and carbonized charcoal, to be returned finally into soil. The results are as follows. 1) The chemical analysis of toxic trace elements in various solid biomass required accurate control and management of laboratory environment, and reagents and water used, because of the error of data due to various foreign substances added in various processing and transporting steps. So a systematic analyzers was necessary to monitor the toxic pollutants of construction materials. 2) In particular, the biomass treated with industrial biological or thermal conditions such as sludge or charcoals was not fully dissolvable after third addition of $HNO_3$ and HF. 3) The natural woody materials such as organic fertilizer, sludge. and charcoals without any treatment of preservatives or heavy metal components were nontoxic in landfill because of the standard of organic fertilizers, even after thermal or biological treatments. 4) The CC A-treated wood for making the construction wood durable should not be landfilled, because of its higher contents of toxic metals than the criterion of organic fertilizer for agriculture or of natural environment. So the demolished waste should be treated separately from municipal wastes.

Quantitative Reconstruction of Sea Level Change Using Diatom-Based Transfer Function at Sinduk-ri, Gochang-Gun Since the Middle Holocene (규조기반 전이함수를 활용한 Holocene 중기 이후 고창군 신덕리 일대의 정량적 해수면 변동)

  • Kim, Jeong-Yun;Yoon, Soon-Ock;Yang, Dong Yoon;Hwang, Sangill
    • Journal of The Geomorphological Association of Korea
    • /
    • v.24 no.3
    • /
    • pp.13-25
    • /
    • 2017
  • This study is quantitative reconstruction of palaeo sea level records around Sinduk-ri, Gochang-Gun. 7 cores were collected from GC14 to GC18 in order to examine the entire sedimentary facies and reconstruct the sea level records. The cores were analysed by AMS, sedimentary facies, diatom and WA-pls. As a result of the diatom analysis, diatom zone were classified as No diatom zone, B1 zone, M zone and B2 zone. The result of WA-pls was that the sea level was about 1.5m lower than the present level around 6,000 BP and about 1m lower during last 5,000 BP. Thereafter, sea level rose to the present during the Mc sub-diatom zone period. Moreover, during the Md sub-diatom zone period, sea level was about 0.5m higher than the present.

Improving Interpretability of Multivariate Data Through Rotations of Artificial Variates

  • Hwang, S.Y.;Park, A.M.
    • Journal of the Korean Data and Information Science Society
    • /
    • v.15 no.2
    • /
    • pp.297-306
    • /
    • 2004
  • It is usual that multivariate data analysis produces related (small number of) artificial variates for data reduction. Among them, refer to MDS(multidimensional scaling), MDPREF(multidimensional preference analysis), CDA(canonical discriminant analysis), CCA(canonical correlation analysis) and FA(factor analysis). Varimax rotation of artificial variables which is originally invented in FA for easy interpretations is applied to diverse multivariate techniques mentioned above. Real data analysisis is performed in order to manifest that rotation improves interpretations of artificial variables.

  • PDF

A Brief Review on Uncertainty Analysis for the WIPP PA (EPA 규제에 대한 WIPP 사이트 성능평가의 불확실성 분석에 관한 검토)

  • 이연명;강철형;한경원
    • Tunnel and Underground Space
    • /
    • v.12 no.1
    • /
    • pp.52-69
    • /
    • 2002
  • The WIPP (Waste Isolation Pilot Plant), located 42km east of Carlsbad, New Mexico (NM), in bedded salt 655m below the surface, is a mined repository constructed by the US DOE for the permanent disposal of transuranic (TRU) wastes generated by activities related to defence of the US since 1970. Its historical disposal operation began in March 1999 following receipt of a final permit from the State of NM after a positive certification decision for the WIPP was issued by the EPA in 1998, as the first licensed facility in the US for the deep geologic disposal of radioactive wastes. The CCA (Compliance Certification Application) for the WIPP that the DOE submitted to the EPA in 1966 was supported by an extensive performance assessment (PA) carried out by Sandia National Laboratories (SNL), with so-called 1996 PA. Even though such PA methodologies could be greatly different from the way we consider for HLW disposal in Korea largely due to quite different geologic formations in which repository are likely to be located, a review on lots of works done through the WIPP PA studies could be the most important lessons that we can learn from in view of current situation in Korea where an initial phase of conceptual studies on HLW disposal has been just started. The objective of this art report is an overview of the methodology used in the recent WIPP PA to support the US DOE WIPP CCA and some relevant results completed by SNL.