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Characterizing Changes in Soybean Spectral Response Curves with Breeding Advancements

机译:随着育种进展表征大豆光谱响应曲线的变化

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摘要

Soybean (Glycine max (L.) Merr.) crop yield has steadily increased in the past 60 yr due in part to breeding advances. Relations between canopy spectral reflectance to specific plant functions may help characterize the impact of breeding on soybean cultivar development. The objectives of this study were to: 1) find specific regions of the soybean canopy spectral reflectance response curves that show genotypic differences; and 2) determine the effect of the breeding process on spectral reflectance response curves of soybean cultivars. Canopy spectral reflectance measurements were taken on 20 maturity group III (MGIII) and 20 maturity group IV (MGIV) soybean cultivars ranging in release year from 1923 to 2010 (arranged in a randomized complete block design) in 2011 and 2012 in Manhattan, KS. Large genotypic differences were found among cultivars, especially in the green (500 nma€“600 nm), red (600 nma€“700 nm), and red-edge (700nma€“730 nm) portions of the spectra. Reflectance in the visible (VIS) (400a€“700 nm), red-edge (700a€“730 nm), and near-infrared (NIR) (730a€“1305) portions of the spectra varied with year of release (YOR) among cultivars. The more recently released cultivars tended to have lower reflectance values in the VIS and red-edge spectra portions and higher values in the NIR portion of the spectra than earlier-released cultivars. Results also indicate that spectral reflectance in the NIR portion of the spectra are highly confounded with maturity and other agronomic traits. These results indicate that breeding advancement has had an impact on canopy spectral reflectance curves and the VIS and red-edge portions of the spectra may be a source of variation for further cultivar development and advancement.
机译:在过去的60年中,大豆(Glycine max(L.)Merr。)的农作物产量稳定增长,部分原因是育种的进步。冠层光谱反射率与特定植物功能之间的关系可能有助于表征育种对大豆品种发育的影响。这项研究的目的是:1)找到表现出基因型差异的大豆冠层光谱反射响应曲线的特定区域; 2)确定育种过程对大豆品种光谱反射响应曲线的影响。分别于2011年和2012年在堪萨斯州曼哈顿的1923年至2010年发布的20个成熟度为III组(MGIII)和20个成熟度为IV组(MGIV)的大豆品种进行了冠层光谱反射率测量。在品种之间发现了较大的基因型差异,特别是在光谱的绿色(500 nma–600 nm),红色(600 nma–700 nm)和红色边缘(700nma–730 nm)部分。光谱的可见(VIS)(400a?700 nm),红边(700a?730 nm)和近红外(NIR)(730a?1305)部分的反射率随发布年份(YOR)而变化)。与较早释放的品种相比,较新释放的品种倾向于在VIS和红边光谱部分具有较低的反射率值,而在NIR部分具有较高的光谱值。结果还表明,光谱的近红外部分的光谱反射率与成熟度和其他农艺性状高度混淆。这些结果表明,育种进展对冠层光谱反射率曲线有影响,光谱的VIS和红边部分可能是进一步栽培品种发展和改良的变异源。

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