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Predicting ratoon rice growth rhythm based on NDVI at key growth stages of main rice

机译:基于NDVI的主要水稻关键生育期再生稻生长节律预测

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The growth of ratoon rice ( Oryza sativa L.) is affected by growth of main rice, so it could be evaluated by determining growing condition of main rice. Objective of the study was to find regression model for predicting ratoon rice growth rhythm through establishing the quantitative relationship between growth rhythm in ratoon rice and normalized difference vegetation index (NDVI) after heading of main rice. NDVI at key growth stages of main rice was measured using active spectrometry for 12 varieties in 2008 and for 23 varieties in 2009, and compared the physiological indexes of main and ratoon rice. There was an exponential correlation (P < 0.05) between the NDVI after heading of the main rice and biomass, N concentration of green leaves and stems or leaf area index (LAI) after heading of the ratoon rice for all the 12 varieties in 2008. The regression models from the rice variety experiment in 2008 were used to calculate predicted values with NDVI after heading of main rice in 2009. The results showed that the predicted values of biomass, N uptake, and LAI in ratoon rice were significantly different to measured values. However, there were exponential and significantly positive correlation (p < 0.05) between biomass and N uptake and LAI in ratoon rice and NDVI after heading of main rice in 2009. Therefore, it suggested that regression models were not perfect, and need to be improved adding more parameters about spectral characteristic of main and ratoon rice.
机译:再生稻(Oryza sativa L.)的生长受主稻生长的影响,因此可以通过确定主稻的生长条件对其进行评估。本研究的目的是通过建立再生稻的生长节律与主稻抽穗后归一化植被指数(NDVI)之间的定量关系,找到预测再生稻生长节律的回归模型。采用主动光谱法,分别于2008年和2009年对12个品种和2009年的23个品种的主稻关键生育期的NDVI进行了测定,并比较了主稻和再生稻的生理指标。 2008年所有12个品种的主稻抽穗后NDVI与生物量,绿叶和茎干氮素含量或再生稻后叶面积指数(LAI)之间存在指数相关性(P <0.05)。 2009年主栽水稻抽穗后,利用2008年水稻变种试验的回归模型计算NDVI的预测值。结果表明,再生稻中生物量,N吸收和LAI的预测值与实测值存在显着差异。但是,2009年主稻抽穗后再生稻和NDVI中生物量与氮素吸收量和LAI之间呈指数显着正相关(p <0.05)。因此,这表明回归模型并不完善,需要改进增加了有关主稻和再生稻光谱特性的更多参数。

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