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首页> 外文期刊>International Journal of Agriculture, Environment and Biotechnology >Weather based Statistical Modelling for Forecasting of Yearly Spot Blotch Severity in different Growth Stages of Wheat
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Weather based Statistical Modelling for Forecasting of Yearly Spot Blotch Severity in different Growth Stages of Wheat

机译:小麦不同增长阶段预测年度斑块严重程度的天气统计建模

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摘要

The Objective of the present study was to develop regression models for forecasting spot blotch se/ susceptible and resistant genotypes of wheat crop under Irrigated timely sown condition (ITS), Ir late sown condition (ILS) and Rainfed timely sown condition (RFTS). CRI, tillering, jointing, flc milking and dough stages of wheat were considered for studying the effect of weather param? yearly spot blotch severity. Yearly disease severity data and weekly weather data during the 1975 to 2012 of North eastern plains zones of India were used for this purpose. On the basis of 2 data, the correlation coefficients between the yearly spot blotch severity and weekly weather par; (Maximum temperature, maximum relative humidity and their joint effects) were calculated for me the quantitative relationship between these variables. These values of correlation coefficients we for developing weighted weather indices of weather parameters. Values of rTm and r were higher and positive in between jointing stage and flowering stage in both the genotypes. Thi RMSE value of MLR models at jointing stage suggested that forecasted value at jointing stage : precise than other stages.
机译:本研究的目的是在灌溉及时播种条件(IR),IR晚播种条件(ILS)和雨量及时播种条件(RFT)下,为小麦作物的预测斑点污染/敏感和抗性基因型产生回归模型。考虑了研究气象参数的效果,考虑了小麦的CRI,分蘖,张力,FLC挤奶和面团阶段?年度斑点严重程度。每年疾病严重程度数据和每周天气数据在印度东北平原区的2012年至2012年期间用于此目的。在2个数据的基础上,年度斑点斑点严重程度与每周天气平均值之间的相关系数; (最高温度,最大相对湿度及其关节效应)为我计算了这些变量之间的定量关系。这些相关系数的值我们用于开发天气参数的加权天气指标。在基因型中的连接阶段和开花阶段之间的RTM和R的值较高,呈阳性。联合阶段MLR模型的RMSE值建议在联合阶段的预测值:精确于其他阶段。

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