湖南农业科学
湖南農業科學
호남농업과학
HUNAN AGRICULTURAL SCIENCES
2014年
14期
53-56,59
,共5页
烟叶%外观质量%主成分分析%聚类分析%分类
煙葉%外觀質量%主成分分析%聚類分析%分類
연협%외관질량%주성분분석%취류분석%분류
tobacco%appearance quality%m ain com ponentanalysis%clustering analysis%classification
采用湘南烟区2007~2011年烟叶外观质量指标数据,运用专家咨询法、因子分析法、模糊数学等方法,建立了基于主成分分析和聚类分析的烟叶质量评价模型,并对湘南烟区14个县市84个烟叶样品进行烟叶外观质量分类评价。结果表明:2007~2011年湘南烟区烟叶外观质量指标变异系数小,年度间差异只有2008年偏大;成熟度是影响烟叶外观质量的最主要因子,占总权重的20%;84个样品的两个主成分聚类与主成分总分聚类结果相差不大,而湘南烟区烟叶外观质量集中在第2类烟(占32.14%),其次是第3类烟(占29.76%),而第5类烟最少(占3.57%)。
採用湘南煙區2007~2011年煙葉外觀質量指標數據,運用專傢咨詢法、因子分析法、模糊數學等方法,建立瞭基于主成分分析和聚類分析的煙葉質量評價模型,併對湘南煙區14箇縣市84箇煙葉樣品進行煙葉外觀質量分類評價。結果錶明:2007~2011年湘南煙區煙葉外觀質量指標變異繫數小,年度間差異隻有2008年偏大;成熟度是影響煙葉外觀質量的最主要因子,佔總權重的20%;84箇樣品的兩箇主成分聚類與主成分總分聚類結果相差不大,而湘南煙區煙葉外觀質量集中在第2類煙(佔32.14%),其次是第3類煙(佔29.76%),而第5類煙最少(佔3.57%)。
채용상남연구2007~2011년연협외관질량지표수거,운용전가자순법、인자분석법、모호수학등방법,건립료기우주성분분석화취류분석적연협질량평개모형,병대상남연구14개현시84개연협양품진행연협외관질량분류평개。결과표명:2007~2011년상남연구연협외관질량지표변이계수소,년도간차이지유2008년편대;성숙도시영향연협외관질량적최주요인자,점총권중적20%;84개양품적량개주성분취류여주성분총분취류결과상차불대,이상남연구연협외관질량집중재제2류연(점32.14%),기차시제3류연(점29.76%),이제5류연최소(점3.57%)。
By using expertconsultation method,factoranalysisand fuzzy mathematics,a quality assessmentmodeloftobacco leavesbased on principalcomponentanalysis and clustering analysis was constructed according to appearance quality index data oftobacco area in South Hunan during 2007~2011,and then a classified assessment of appearance quality of tobacco leaves was conducted among 84 leaf samples from14countiesandcitiesinSouthHunan.ResultsshowedthatthecoefficientofvariationofSouth-Hunantobaccoareaduring2007~2011 wassmall,andtherewasarelativelyhugedifferencebetweenyearsonlyin2008.M aturityisamainfactorthataffectstheappearancequality oftobacco leaves,which occupies a proportion of20% .N o obvious differences were found between two principalcomponentclustering and totalclustering,and the appearance quality oftobacco leavesin South-Hunan tobacco area much belonged to the second category ofcigarette (about32.14% ),nextto the third category (about29.76% ),and leastto the fifth (about3.57% ).