估测田间烟叶色素含量的光谱模型研究

田间烟叶色素含量的光谱无损快速测量,对烟草营养生长期的营养诊断与长势监测、成熟期的烟叶品质评判具有重要的生产指导意义。该研究的目的是利用烟叶田间光谱估测烟叶的叶绿素和类胡萝卜素含量。研究采集了营养生长期和成熟期烟叶田间反射光谱,测量了样品烟叶的色素含量,利用支持向量机(SVM)和光谱指数法,对营养生长期和成熟期烟叶样品用分期建模和混合建模两种方法建立色素含量估测模型,并对模型的预测性能进行比较。研究结果表明,分期建模和混合建模对于烟叶色素含量的估测效果差异不显著。对于叶绿素含量,SVM和光谱指数法均有较好的估测效果;对于类胡萝卜素含量,SVM方法比光谱指数法具有更高的估测精度。采用SVM方法对烟叶样品的叶绿素含量分期建模得到的估测决定系数和均方根误差分别为0.862 9和0.015 5,对叶绿素含量混合建模得到的估测决定系数和均方根误差分别为0.898 5和0.012 3;采用SVM方法对烟叶样品类胡萝卜素含量分期建模得到的估测决定系数和均方根误差分别为0.873 0和0.002 4,对类胡萝卜素含量混合建模得到的估测决定系数和均方根误差分别为0.852 7和0.002 4。该研究的创新点是通过支持向量机和光谱指数法采用分期建模以及混合建模的方式建立了烟叶样品色素含量的估测模型,为烟草田间生产的质量控制、烟叶的采收品质保证提供科学依据和技术支持。     

Rapid determination of C6-aldehydes in tomato plant emission by gas chromatography-mass spectrometry and solid-phase microextraction with on-fiber derivatization

A simple, rapid, sensitive, and solvent-free method was developed for determination of plant-signalling compounds, the three C6-aldehydes hexanal, (Z)-3-hexenal, and (E)-2-hexenal, in tomato plant emission by gas chromatography-mass spectrometry (GC-MS) and solid-phase microextraction (SPME) with on-fiber derivatization. In this method, O-2,3,4,5,6-(pentafluorobenzyl)hydroxylamine (PFBHA) in aqueous solution was first headspace adsorbed onto a 65 microm poly(dimethylsiloxane)/divinylbenzene (PDMS/DVB) fiber at 25 degrees C for 5 min, and then the fiber with adsorbed PFBHA was used for headspace extraction of tomato plant emission at 25 degrees C for 6 min. Finally, the resulting oximes adsorbed on the fiber were desorbed and analyzed by GC-MS. Extraction conditions and method validation were studied. The proposed method had low detection limit values for the three aldehydes from 0.1 to 0.5 ng/L and good precision (RSD less than 10%). In this work, the method was applied to investigation of tomato plant defense response to Helicoverpa armigera.     

Rapid determination of methyl salicylate, a plant-signaling compound, in tomato leaves by direct sample introduction and thermal desorption followed by GC-MS

Many plants infested by herbivores or viruses can rapidly produce and accumulate a plant-signaling compound, methyl salicylate (MeSA), in their leaves to activate disease resistance. In the present work, a simple, rapid, and sensitive method was developed for the determination of MeSA in tomato leaves by direct sample introduction and thermal desorption followed by GC-MS. Results show that the proposed method has a low detection limit (0.08 ng mg(-1)) and good precision (RSD = 8.9%). The present method was applied to the investigation of tomato plant defense response to tobacco mosaic virus (TMV) by rapid analysis of volatile compounds in plant leaves. It was found that tomato plants can produce large amounts of MeSA as a defense response to TMV. This indicates that MeSA may be a plant-signaling compound in tomato plant defense response to TMV.     

Retention profiles of some commercial pesticides, pyrethroid and acaricide residues and their application to tomato and parsley plants

This work deals with the preconcentration of some water soluble pesticides, pyrethroids and acaricides by polyurethane foams. The retention profiles of the tested species were found quickly and reached equilibrium in a few min. Various parameters — e.g. pH, extraction media, shaking time, salt effect, temperature and sample volume — affecting the preconcentration of the tested species by the unloaded foams and tri-n-octylamine and tri-n-methylphosphate treated foams were optimized. The unloaded foams were employed in a column mode to study the quantitative retention and recovery of the tested species. The sorption efficiency and recovery of the compounds by the unloaded foam column were found to be up to 99.5%±2.1. The height equivalent of a theoretical plate for the unloaded foam column was found to be in the range 1.9–2±0.2 mm. The sorption mechanisms of the tested compounds by the foams are discussed. Analysis of N, P, Na, K, Cu, Zn, Mn, Fe, humidity, wet and dry mass of tomato and parsley untreated and sprayed for different time intervals — i.e. 24, 72 and 120 h — with Chlorpyrifos, was carried out.     

Polarization Characteristics of the He–Ne Laser Radiation Reflected from Rhododendron Leaves Subjected to Acid Treatment

Results of laboratory simulation experiments on the influence of H₂SO₄ solutions on the optical characteristics of the radiation reflected from Rhododendron smirnovii leaves illuminated at an angle of 55° by He–Ne laser radiation ( = 0.63 m) linearly polarized in the plane of incidence are presented. The coefficients of correlation between the optical characteristics of the reflected radiation, the concentration of the acid, and the pigment composition of the leaves have been calculated. It is shown that the influence of acidic stresses on the polarization characteristics of the radiation reflected from a leaf manifests itself indirectly as changes in the concentration of chlorophyll a and chlorophyll b and changes in their ratio in the leaf when observation is performed at angles of 50–60°.     

Retention index database for identification of general green leaf volatiles in plants by coupled capillary gas chromatography-mass spectrometry

A series of ubiquitously occurring saturated and monounsaturated six-carbon aldehydes, alcohols and esters thereof is summarised as ‘green leaf volatiles’ (GLVs). The present study gives a comprehensive data collection of retention indices of 35 GLVs on commonly used non-polar DB-5, mid-polar DB-1701, and polar DB-Wax stationary phases. Seventeen commercially not available compounds were synthesised. Thus, the present study allows reliable identification of most known GLV in natural plant volatile samples. Applications revealed the presence of several seldom reported GLVs in headspace samples of mechanically damaged plant leaves of Carpinus betulus and Fagus sylvatica.     

超高压提取桑叶芦丁

考察了常温下超高压提取桑叶芦丁的提取工艺,观察了不同提取溶剂、提取压力、溶剂与原料比、提取时间及桑叶颗粒大小等因素对桑叶芦丁提取率的影响,并对提取工艺进行了优化。桑叶芦丁的最佳萃取条件为:70%乙醇水溶液为提取溶剂,提取压力为500MPa,提取时间为8min,桑叶颗粒大小为0.18～0.25mm,溶剂与原料比为20∶1,桑叶芦丁提取率达23.9mg/g。     

生物合成纳米金与MWCNTs/L-Cys复合修饰玻碳电极测定左旋多巴

利用荷叶萃取液生物合成纳米金,并与多壁碳纳米管/L-半胱氨酸复合成修饰电极材料,研究了左旋多巴在该修饰电极上的电化学行为.在0.2 mol/L乙酸-乙酸钠体系(pH=2.6)中,氧化峰电流与左旋多巴浓度在0.6~40μmol/L及60~120μmol/L范围内呈良好的线性关系,检出限达5.2×10-8mol/L.实验结果表明,生物合成纳米金复合多壁碳纳米管/L-半胱氨酸修饰电极具有良好的稳定性和高灵敏度,对实际样品测定的回收率在91.2%~102.5%之间.     

基于Adaboost及高光谱的生菜叶片氮素水平鉴别研究

为了便于经济合理的生菜施肥,研究一种生菜叶片氮素水平智能鉴别方法。在温室大棚内无土栽培不同氮素水平的生菜样本,在特定生育期,采集各类氮素水平生菜样本,利用FieldSpec○R 3型光谱仪采集生菜叶片高光谱数据。由于原始高光谱数据存在噪声且冗余性强,利用标准归一化(SNV)对原始高光谱数据进行降噪处理,再利用主成分分析方法(PCA)对高光谱数据进行特征提取。分别利用K最近邻(KNN)和支持向量机(SVM)对降维后的光谱数据进行分类研究,由于自适应提升法(Adaboost)能提升弱分类器分类性能,将其分别引入到KNN和SVM两种分类器中,提出了Adaboost-KNN和Adaboost-SVM两种集成分类算法。分别利用上述四种分类算法对相同测试样本数据进行分类鉴别。结果表明,KNN,SVM,Adaboost-KNN和Adaboost-SVM四种算法的分类正确率分别为74.68%,87.34%,100%和100%,其中所提出的Adaboost-KNN与Adaboost-SVM分类效果都很好,且Adaboost-SVM分类算法的稳定性最好。因此,Adaboost-SVM算法适合作为基于高光谱的生菜氮素水平鉴别的建模方法,并且也为其他作物营养元素无损检测提供了一种新的方法。     

Metabolite Characterization and Correlations with Antioxidant and Wound Healing Properties of Oil Palm (Elaeis guineensis Jacq.) Leaflets via 1H-NMR-Based Metabolomics Approach

Oil palm (Elaeis guineensis Jacq.) leaflets (OPLs) are one of the major agricultural by-products generated from the massive cultivation of Malaysian palm oil. This biomass is also reported to be of potential value based on its health-improving effects. By employing proton nuclear magnetic resonance (¹H-NMR) spectroscopy combined with multivariate data analysis (MVDA), the metabolite profile of OPLs was characterized and correlated with their antioxidant and wound healing properties. Principal component analysis (PCA) classified four varieties of extracts, prepared using solvents ranging from polar to medium polarity, into three distinct clusters. Cumulatively, six flavonoids, eight organic acids, four carbohydrates, and an amine were identified from the solvent extracts. The more polar extracts, such as, the ethyl acetate-methanol, absolute methanol, and methanol-water, were richer in phytochemicals. Based on partial least square (PLS) analysis, the constituents in these extracts, such as (+)-catechin, (−)-epicatechin, orientin, isoorientin, vitexin, and isovitexin, were strongly correlated with the measured antioxidant activities, comprising ferric reducing antioxidant power (FRAP), 2,2-diphenyl-1-picrylhydrazyl (DPPH), and nitric oxide (NO) free radical scavenging activities, as well as with cell proliferation and migration activities. This study has provided crucial evidence on the importance of these natural antioxidant compounds on the wound healing properties of OPL.