激光生物学报, 2018, 27 (6): 510, 网络出版: 2019-02-14
高光谱反射法早期快速筛选高含油量油菜种质资源
Early Screening of Rapeseed Germplasm for High Oil Content by Hyperspectral Reflectance Method
摘要
含油量对提高菜油产量有十分重要的意义, 传统的高含油油菜新材料筛选方法工作量大, 耗时长。为找出一种快速诊断高含油油菜育种材料的新方法, 本研究以3组不同含油量的9个甘蓝型油菜为材料, 测定其不同生育期的高光谱反射率与叶绿素含量, 分析其内在关联。研究发现, 油菜高光谱反射率在可见光波段呈现出“两峰三谷”特性, 幼苗期含油量越高则高光谱反射率越低。叶绿素a含量是导致总叶绿素含量差异的主要原因。在490 nm和670 nm处, 幼苗期光谱反射率和叶绿素含量负相关, 相关系数分别为-0898和-0783;叶绿素和含油量显著正相关, 相关系数达到0962;490、560、670 nm反射率和含油量之间呈负相关, 相关系数分别为-0949、-0962和-0937。该结果表明, 油菜幼苗期光谱反射率可用于预测其含油量。本研究结果可用于高含油油菜育种材料早期筛选, 加快其育种进程, 促进新品种选育。但样本量偏少, 在后续研究中将进一步扩大样本量, 提高预测准确度。
Abstract
The oil content of rapeseed is important for improving oil yield And the traditional method for new oilseed rape materials is complex and time-consuming In order to find a new method for rapid diagnosis of oilseed rape breeding materials, 3 groups of 9 different oil content Brassica napus lines were uesed as raw materials, meanwhile, hyperspectral reflectance and chlorophyll were tested in different stage and the relationship between them was analyzed The results showed that the hyper spectral reflectance of rape displays two peaks and three valleys in the visible band Meanwhile, in rapeseed seedling stage, the higher oil content rapeseed hed a lower hyperspectral reflectanceThe chlorophyll a was the main reason which led to the difference of total chlorophyll content There was a negative correlation at 490 nm and 670 nm between the spectral reflectance and chlorophyll content, the correlation coefficient was -0898 and -0783 respectively There was a significant positive correlation between chlorophyll and oil content, which reached to 0962There was a negative correlation between reflectivity and oil content at 490 nm, 560 nm and 670 nm, and the correlation coefficient was -0949, -0962 and -0937 respectively At last, the oil content of rapeseed can be predicted by Hyper spectral method in seedling stage and provide reference for rape breeding with high oil content These results can be used to choose high oil content rapeseed materials in early stages, which can enhance the breeding process and promote new materities breeding While, the samples in this study is small, and samples will be enlarged to improve the prediction accuracy of oil content by Hyper spectral method
常涛, 王悦, 程潜, 张振乾, 官春云, 王国槐. 高光谱反射法早期快速筛选高含油量油菜种质资源[J]. 激光生物学报, 2018, 27(6): 510. CHANG Tao, WANG Yue, CHENG Qian, ZHANG Zhenqian, GUAN Chunyun, WANG Guohuai. Early Screening of Rapeseed Germplasm for High Oil Content by Hyperspectral Reflectance Method[J]. Acta Laser Biology Sinica, 2018, 27(6): 510.