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Detection of nitrogen-overfertilized rice plants with leaf positional difference in hyperspectral vegetation index

机译:叶片高光谱植被指数位置差异对氮素过量施肥水稻的检测

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摘要

The main objective of this work was to compare the applicability of the single leaf (the uppermost leaf L1 and the third uppermost leaf L3) modified simple ratio (mSR705 index) and the leaf positional difference in the vegetation index between L1 and L3 (mSR705L1−mSR705L3) in detecting nitrogen (N)-overfertilized rice plants. A field experiment consisting of three rice genotypes and five N fertilization levels (0, 75, 180, 285, and 390 kg N/ha) was conducted at Xiaoshan, Hangzhou, Zhejiang Province, China in 2008. The hyperspectral reflectance (350–2500 nm) and the chlorophyll concentration (ChlC) of L1 and L3 were measured at different stages. The mSR705L1 and mSR705L3 indices appeared not to be highly sensitive to the N rates, especially when the N rate was high (above 180 kg N/ha). The mean mSR705L1−mSR705L3 across the genotypes increased significantly (P<0.05) or considerably from 180 to 285 kg N/ha treatment and from 285 to 390 kg N/ha treatment at all the stages. Also, use of the difference (mSR705L1−mSR705L3) greatly reduced the influence of the stages and genotypes in assessing the N status with reflectance data. The results of this study show that the N-overfertilized rice plants can be effectively detected with the leaf positional difference in the mSR705 index.
机译:这项工作的主要目的是比较单叶(最上层的叶子L1和最上层的第三块叶子L3)修改的简单比率(mSR705指数)的适用性以及L1和L3之间的植被指数中的叶子位置差异(mSR705L1- mSR705L3)用于检测氮(N)过量施肥的水稻植株。 2008年,在中国浙江省杭州市萧山市进行了由三种水稻基因型和五个氮肥水平(0、75、180、285和390 kg N / ha)组成的田间试验。高光谱反射率(350–2500) nm和L1和L3的叶绿素浓度(ChlC)在不同阶段进行了测量。 mSR705L1和mSR705L3指数似乎对氮素含量不高度敏感,尤其是当氮素含量很高(高于180 kg N / ha)时。在所有阶段,从基因型的平均mSR705L1-mSR705L3显着增加(P <0.05)或显着增加(从180至285 kg N / ha处理和从285至390 kg N / ha处理)。而且,使用差异(mSR705L1-mSR705L3)大大减少了阶段和基因型在利用反射率数据评估N状态时的影响。这项研究的结果表明,通过mSR705指数中的叶片位置差异,可以有效地检测出氮肥过量的水稻植株。

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