中国农业科技导报
中國農業科技導報
중국농업과기도보
REVIEW OF CHINA AGRICULTURAL SCIENCE AND TECHNOLOGY
2013年
6期
174-180
,共7页
徐小万%雷建军%李颖%王恒明%徐晓美%罗少波
徐小萬%雷建軍%李穎%王恆明%徐曉美%囉少波
서소만%뢰건군%리영%왕항명%서효미%라소파
辣椒%芽期%耐高温多湿性%主成分分析%逐步回归%综合评价
辣椒%芽期%耐高溫多濕性%主成分分析%逐步迴歸%綜閤評價
랄초%아기%내고온다습성%주성분분석%축보회귀%종합평개
hot pepper%germination stage%high temperature and humidity tolerance%principal component analysis%comprehensive evaluation%stepwise regression
为研究辣椒不同品种芽期耐高温多湿特性,筛选耐高温多湿指标,建立可靠的辣椒耐高温多湿数学评价模型,以10个辣椒材料为试验材料,对其在高温多湿胁迫等13个生理指标进行测定,以各单项指标的耐高温多湿系数和种子干重、种子浸出液电导率等指标作为衡量耐高温多湿性的依据,运用主成分分析、聚类分析和逐步回归等方法对其耐寒性进行综合评价。通过主成分分析将15个单项指标转换为5个相互独立的综合指标;通过隶属函数法和聚类分析将10个辣椒材料按耐高温多湿性强弱划分为4类;通过逐步回归建立辣椒芽期耐高温多湿性评价数学模型,D=(-141.548-0.071X2+5.580X7+4.195X13-1.363X14-3.432X15)×10-3( R2=0.99936),估计精度大于97.39%,并筛选到5个耐高温多湿性芽期鉴定指标,分别是电解质外渗率、苗干重、平均发芽天数、发芽值和日平均发芽率,在相同逆境下可用这5个指标进行芽期辣椒材料快速鉴定和预测。该结果为辣椒种质资源大规模耐高温多湿性评价奠定了基础。
為研究辣椒不同品種芽期耐高溫多濕特性,篩選耐高溫多濕指標,建立可靠的辣椒耐高溫多濕數學評價模型,以10箇辣椒材料為試驗材料,對其在高溫多濕脅迫等13箇生理指標進行測定,以各單項指標的耐高溫多濕繫數和種子榦重、種子浸齣液電導率等指標作為衡量耐高溫多濕性的依據,運用主成分分析、聚類分析和逐步迴歸等方法對其耐寒性進行綜閤評價。通過主成分分析將15箇單項指標轉換為5箇相互獨立的綜閤指標;通過隸屬函數法和聚類分析將10箇辣椒材料按耐高溫多濕性彊弱劃分為4類;通過逐步迴歸建立辣椒芽期耐高溫多濕性評價數學模型,D=(-141.548-0.071X2+5.580X7+4.195X13-1.363X14-3.432X15)×10-3( R2=0.99936),估計精度大于97.39%,併篩選到5箇耐高溫多濕性芽期鑒定指標,分彆是電解質外滲率、苗榦重、平均髮芽天數、髮芽值和日平均髮芽率,在相同逆境下可用這5箇指標進行芽期辣椒材料快速鑒定和預測。該結果為辣椒種質資源大規模耐高溫多濕性評價奠定瞭基礎。
위연구랄초불동품충아기내고온다습특성,사선내고온다습지표,건립가고적랄초내고온다습수학평개모형,이10개랄초재료위시험재료,대기재고온다습협박등13개생리지표진행측정,이각단항지표적내고온다습계수화충자간중、충자침출액전도솔등지표작위형량내고온다습성적의거,운용주성분분석、취류분석화축보회귀등방법대기내한성진행종합평개。통과주성분분석장15개단항지표전환위5개상호독립적종합지표;통과대속함수법화취류분석장10개랄초재료안내고온다습성강약화분위4류;통과축보회귀건립랄초아기내고온다습성평개수학모형,D=(-141.548-0.071X2+5.580X7+4.195X13-1.363X14-3.432X15)×10-3( R2=0.99936),고계정도대우97.39%,병사선도5개내고온다습성아기감정지표,분별시전해질외삼솔、묘간중、평균발아천수、발아치화일평균발아솔,재상동역경하가용저5개지표진행아기랄초재료쾌속감정화예측。해결과위랄초충질자원대규모내고온다습성평개전정료기출。
To study the high temperature and humidity tolerance of different hot pepper varieties at germination stage, screen index for tolerance to high temperature and humidity, and establish a reliable mathematical evaluation model for pepper tolerance to high temperature and humidity, 13 physiological indexes under high temperature and humidity stress were tested in this paper with 10 pepper materials as materials. Taking high temperature and humidity tolerance coefficient of each index, and seed dry weight and electrolyte leakage rate, etc. indexes as measuring gists for high temperature and humidity, using principal components analysis, clustering analysis and stepwise regression, etc. methods, we carried out comprehensive evaluation on hot pepper?s cold tolerance. The results showed that the 15 single indexes could be converted to 5 independent comprehensive components. The membership function method and cluster analysis were used to divide 10 hot pepper materials into 4 kinds according to their tolerance degrees to high temperature and humidity. The mathematical evaluation model for hot pepper high temperature and humidity tolerance was established by stepwise regression, D=(-141.548-0.071X2+5.580X7+4.195X13-1.363X14-3.432X15) ×10-3 ( R2=0.999 36) . And the evaluation accuracy of the equation was estimated over 97.39%. Five identification indexes related to high temperature and humidity tolerance at germination stage were screened. They were electrolyte leakage rate, dry weight of seedling, mean germination days, germination value and average daily germination rate. These 5 indexes could be used under the same stress condition for rapid identification and prediction of hot pepper varieties at germination stage. These results will lay a solid foundation for large scale evaluation on pepper germplasm tolerance to high temperature and humidity.