高光谱无损识别野生和种植黑枸杞

高光谱图像技术在农产品检测及识别方面有广阔的应用前景。野生黑枸杞经济效益显著,经常被种植黑枸杞冒充。提出一种利用高光谱图像对野生黑枸杞无损快速识别的方法。主要内容和结果如下：（1）共采集256份（野生、种植各128份）黑枸杞在900～1 700 nm范围的高光谱反射光谱,每份平均光谱作为此样品的光谱;（2）采用标准正态变换（SNV）对采集的光谱预处理;基于Kennard-Stone法,按照校正集和预测集比例为2∶1对样品划分,用连续投影算法（SPA）对光谱进行降维处理,提取特征波长30个;分别将全光谱和SPA 提取的30个特征波长作为模型输入,建立支持向量机（SVM）、极限学习机（ELM）和随机森林（RF）识别模型。（3）结果表明,在识别野生黑枸杞模型中,基于全光谱和SPA建立的SVM,ELM和RF模型校正集识别率均高于98.8%,基于全光谱和SPA建立的SVM,ELM和RF模型预测集识别率均高于97.7%。基于全光谱（FS）建立的三种识别模型略优于基于SPA建立的三种识别模型。但从简化模型方面,SPA提取的特征波常数仅为全光谱的11.8%,大大降低了模型运算量。三种模型中,基于随机森林模型无损识别野生黑枸杞效果最好,均达到100%。研究表明,利用高光谱图像技术结合分类模型可快速识别野生黑枸杞。     

葡萄浆果糖度可见/近红外光谱检测的研究

针对可见/近红外光谱与水果糖度存在非线性相关的特点,利用漫反射光谱测定方法获取了葡萄浆果的可见/近红外光谱,提出了应用偏最小二乘（PLS）结合人工神经网络（ANN）建立葡萄浆果糖度的预测模型,利用偏最小二乘法（PLS）对原始光谱数据进行处理,得出交叉检验的最佳主因子数为3,并将3个主因子的得分作为三层BP神经网络的输入。通过定标集样本对BP神经网络进行训练,用优化的BP神经网络模型对预测集样本进行预测。PLS-ANN模型对样本的预测模型检验参数r2为0.908,RMSEP为0.112,Bias为0.013,好于只使用PLS模型的预测模型检验参数r2为0.863,RMSEP为0.171, Bias为0.024。结果表明,利用近红外光谱技术无损检测葡萄浆果糖度等内部品质是可行的,为今后进一步分析建立浆果内部品质预测模型奠定了基础。     

纳米级碱土金属钒酸盐发光材料[A3(VO4)2:Eu]发光性质的研究

采用Pechini型溶胶-凝胶法制备出系列纳米级铕掺杂的碱土金属钒酸盐.并采用电镜,红外光谱,室温荧光光谱对粉体的性质进行表征.结果表明所制备的粉体的粒径在20～50 nm之间,并且这些发光粉的性质与碱土金属离子的半径密切相关;由于Ca2 离子的半径与Eu3 的最接近,因而Eu3 更容易进入其晶格,表现出好的发光性质.     

ToF-SIMS PCA analysis of Myrtus communis L.

Nowadays there is a growing interest of researchers for the application of sophisticated analytical techniques in conjunction with statistical data analysis methods to the characterization of natural products to assure their authenticity and quality, and for the possibility of direct analysis of food to obtain maximum information. In this work, time-of-flight secondary ion mass spectrometry (ToF-SIMS) in conjunction with principal components analysis (PCA) are applied to study the chemical composition and variability of Sardinian myrtle (Myrtus communis L.) through the analysis of both berries alcoholic extracts and berries epicarp. ToF-SIMS spectra of berries epicarp show that the epicuticular waxes consist mainly of carboxylic acids with chain length ranging from C20 to C30, or identical species formed from fragmentation of long-chain esters. PCA of ToF-SIMS data from myrtle berries epicarp distinguishes two groups characterized by a different surface concentration of triacontanoic acid. Variability in antocyanins, flavonols, α-tocopherol, and myrtucommulone contents is showed by ToF-SIMS PCA analysis of myrtle berries alcoholic extracts.     

Fiber Optic Spectrophotometer for Noninvasive Transmission and Diffuse Reflection Studies

We describe the construction of a simple but versatile single-beam spectrophotometer that uses no sample holder at all; one arm of a bifurcated fiber optic bundle illuminates the specimen, while the other receives the remitted light. Though designed with an eye to recording the diffuse reflection spectra of scattering-and-absorbing substances, it can also be used for conventional studies (ie transmission spectroscopy) by merely placing a plane mirror behind the cuvette. The performance of the instrument is evaluated and representative spectra of several powders, solutions, and biomaterials are presented.     

Study of steady state and time resolved photoluminescence of thiol capped CdS nanocrystalline powders dispersed in N,N-dimethylformamide

The microwave (MW) assisted synthesis of thiol capped cadmium sulfide (CdS) nanocrystallites/quantum dots (QDs) was performed through the reaction of cadmium acetate with thiourea in N,N-dimethylformamide (DMF) by keeping the MW irradiation time fixed (40 s) in the presence of a thiol containing capping agent. Three capping agents, namely, benzyl mercaptan (BM), 1-butanethiol (BT) and 2-mercaptoethanol (ME) were used. The concentration of the precursors was varied to check the change in the average size of the thiol capped CdS nanocrystals formed. The nanocrystallites were characterized by usual procedure. The UV-vis absorption spectra and the photoluminescence (PL) spectra of the CdS nanocrystalline powders dispersed in DMF were studied. It was observed that with increase in concentration of the capping agent (BM), there is a shift in the nature of emission (PL) from trap associated PL to the band edge luminescence in the case of BM capped CdS nanocrystalline powders dispersed in DMF possibly due to better surface passivation. The relative PL quantum yield of the thiol capped CdS nanocrystalline powders dispersed in DMF was calculated under various experimental conditions. Time-correlated single-photon counting experiments were performed to study the time-resolved photoluminescence of the CdS nanocrystalline powders dispersed in DMF. The observed emission decay profiles have been simulated using the multiexponential model. The emission decay profiles for thiol capped CdS nanocrystalline powders dispersed in DMF depend on the nature of the capping agents (thiols) used to passivate the CdS nanocrystallites. The time resolved PL studies show that the average values of PL lifetime are related to the size and size distribution of the prepared thiol capped CdS nanocrystallites.     

Photoluminescence spectra of laser-synthesized Si/C/N ultrafine powders

Ultrafine Si/C/N ceramic powders were synthesized by a CO₂-laser-induced reaction between silane (SiH₄), ammonia (NH₃) and acetylene (C₂H₂). The powders were characterized by infrared (IR) reflection and photoluminescence (PL) spectroscopy. From the infrared reflection spectra of Si/C/N powders, we have identified the causes of the strong photoluminescence present in these powders. The photoluminescence spectra of Si/C/N powders originate from the presence of hydroxylated and amorphous silicon (a-SiO₂) formed at the porous surface of these powders. We have shown that different chemical bonding between Si, C and N atoms, the degree of crystallinity of ternary powders and their porosity strongly influence the processes at their surface, i.e. the formation of amorphous silicon and silanole. Received: 16 June 2000 / Accepted: 24 June 2000 / Published online: 9 November 2000     

Raman and X‐ray diffraction analysis on unburned carbon powder refined from fly ash

The bonding and crystalline structures of oil‐fried fly ash collected from a power plant were analyzed by using Raman spectroscopy and X‐ray diffraction (XRD), respectively. These carbon powders underwent a series of annealing treatment for graphitization and crystallization. In Raman spectra, the refined, unburned carbon contains clearly the D, G and D′ peaks under 2000 or 2700 °C treatment. The Raman spectral line shape of refined, unburned carbon heated at 2700 °C is similar to that of commercial graphite made from graphitization process. In the XRD spectra, the refined, unburned carbon contains (002), (100) and (004) diffraction peaks under heating at 2000 or 2700 °C. The XRD spectral line shape of refined, unburned carbon heated at 2700 °C is similar to that of a commercial graphite bar. The quantitative graphitization level from Raman spectra and crystallization degree from XRD spectra on refined, unburned carbon powders serve as preliminary guide for the qualitative evaluation of these unburned carbon powders. Copyright © 2009 John Wiley & Sons, Ltd.     

微波水热法制备铋铕共掺杂氧化钇磷光粉

用微波水热法制备化学计量比为(Y_0.94-x,Eu_0.06, Bi_x)₂O₃(x=0, 0.01~0.06 )的铋铕共掺杂氧化钇磷光粉。用XRD、SEM、EDS、荧光光谱及HRTEM等进行表征。结果表明:该系统由于铋的加入使(211)晶面的生长受到抑制;在激发波长346 nm时,由于铋的掺入使发光增强;随铋掺杂量的增加,其发光先增强后减弱,并在x=0.03时有最大值;因此该系统可作为320~375 nm的近紫外(如白光LED及高压汞灯)激发用磷光粉。该系统在激发波长为254 nm时,铋的加入使发光强度减弱;因此该系统不适合用于低压汞灯。     

铝粉快速反应光谱的研究

 使用光学多道分析仪（OMA）详细收集了氢氧气体爆炸产物激励下，两种不同粒度的铝粉在不同氧含量条件下快速反应的低分辨和高分辨光谱。实验结果表明在240~850 nm的光谱范围内的辐射以连续辐射为主，并有较弱的铝原子线和AlO的B²Σ⁺→X²Σ⁺带光谱。     

油菜秸秆对水溶液中Pb(Ⅱ)吸附条件优化与机理的研究

探究油菜秸秆髓芯、外壳、籽荚对水溶液中Pb(Ⅱ)的吸附能力及其吸附机理。以水溶液中Pb(Ⅱ)最大去除率为评价指标,采用响应面法Box-Behnken Design实验来分析溶液pH、Pb(Ⅱ)初始浓度、粒径大小、油菜秸秆各部位投加量和时间因素对油菜秸秆吸附Pb(Ⅱ)的影响程度并建立多元回归模型,优化出最佳吸附条件参数组合;应用吸附动力学、等温吸附线模型来拟合油菜秸秆各部位对Pb(Ⅱ)吸附过程,评价其吸附行为;用红外光谱对吸附水溶液中Pb(Ⅱ)前后的油菜秸秆髓芯、外壳、籽荚进行表征,探讨其基团变化情况。结果表明： 水溶液pH与油菜秸秆髓芯、外壳、籽荚的投加量两个因素是影响油菜秸秆对水溶液中Pb(Ⅱ)去除的关键因素。模型回归决定系数分别是R2_髓芯=0.9664,R2_外壳=0.970 1,R2_籽荚=0.964 9,方程拟合较好,模型可用。油菜秸秆髓芯、外壳、籽荚对Pb(Ⅱ)的吸附行为符合二阶动力学方程与Langmuir等温线模型,对水溶液中Pb(Ⅱ)最大吸附量分别为135.14,78.74和90.09 mg·g-1。通过比较油菜秸秆髓芯、外壳、籽荚吸附水溶液中Pb(Ⅱ)前后红外光谱图发现,油菜秸秆各部位基团(羟基、羧基、酰胺等基团)发生了峰波数位移、强度降低的变化,提示这些基团在吸附水溶液Pb(Ⅱ)过程中发挥重要作用。     

Electron energy loss spectroscopy of TiC,ZrC and HfC

The dielectric properties of commercial TiC, ZrC and HfC powders were determined by analyzing the low loss region of the EELS spectrum in a transmission electron microscope. From these data, the optical joint density of states (OJDS) were obtained by Kramers–Kronig analysis. As maxima observed in the OJDS spectra are assigned to interband transitions across the energy gap, these spectra can be interpreted on the basis of existing energy-band calculations. Comparison between experimental results and theory shows good agreement.     

Surface‐enhanced Raman spectroscopy (SERS) on silver colloids for the identification of ancient textile dyes. Part II: pomegranate and sumac

The effectiveness of surface‐enhanced Raman spectroscopy (SERS) spectrocsopy on Ag colloids has been successfully demonstrated for the identification of a yellow dye in two ancient wool threads found in the Royal Tumulus of In Aghelachem, Libyan Sahara, belonging to the Garamantian period (2nd–3rd century A.D.). High‐performance liquid chromatography (HPLC) highlighted the presence of ellagic acid in the extracts from the threads, excluding other chromophores. This result, together with the abundance of malic acid detected by gas chromatography‐mass spectrometry (GC‐MS), suggested the possible use of pomegranate rind or sumac berries as source of the yellow dye, both plants being documented in the Fezzan area during the Garamantian period. HPLC analyses and SERS spectra acquired on the extracts of the ancient threads were therefore compared with those obtained from pomegranate and sumac extracts of the corresponding fruits and reference dyed wool samples, allowing us to identify the yellow dye as deriving from pomegranate (Punica granatum L.). SERS spectra of ellagic acid and dyes extracted from pomegranate rind and sumac berries are reported here for the first time. A methodological improvement is also presented, based on the use of NaClO₄ as aggregating agent, that leads to a significant increase of the signal‐to‐noise ratio in the SERS spectra. Copyright © 2010 John Wiley & Sons, Ltd.     

Remote Structural Correlation in the Sequence Reactor Powder–Gel–Fiber in Polyethylenes

A series of gels originated from ultra-high-molecular-weight polyethylene reactor powders, differing in morphology due to their different synthesis prehistory, were utilized for obtaining oriented fibers through the gel technology. The source powders, gels, and drawn fibers were characterized by scanning electron microscopy (SEM), differential scanning calorimetry (DSC), and low-frequency Raman spectroscopy. A comparison of the SEM images of powders with their straight chain segment (SCS) length distributions derived from the Raman spectra showed that the samples with pronounced fibrous morphology exhibited bimodal distribution functions, whereas the granular morphological pattern was specified by the unimodal SCS length distribution. Some remnant features of the ordered structure inherent in the powders were revealed in the gels. The drawability of gel-derived fibers was found to be dependent on the SCS length distributions in the gels and, indirectly, on the morphology of the reactor powders.     

纳米PbTiO_3温致相变的原位高温拉曼光谱研究(英文)

采用钛酸丁脂和醋酸铅和溶胶凝胶法制备了纳米PbTiO3粉体。利用扫描电镜观察了经不同温度烧结后常温下粉体形貌及晶粒尺寸,得到不同尺寸(5 0～1 0 0nm)的纳米粉体。同时观察了升温条件下的温致拉曼光谱,分析了不同温度热处理后粉体的相,高温原位拉曼光谱表明了烧绿石相是升温过程中四方相PbTiO3向立方相结构转变必须经过的过渡相。另外,对高温下挥发的粉体进行研究发现,煅烧PbTiO3粉体可以得到不同尺寸的烧绿石相结构粉体     

低浓度掺杂CdSe/ZnS量子点光纤光致荧光光谱特性研究

制备了一种半导体量子点CdSe/ZnS低浓度掺杂的光纤,测量了不同掺杂浓度和不同光纤长度下光纤出射端的光致荧光光谱,分析了掺杂光纤长度和浓度对量子点光纤荧光光谱特性的影响.结果表明,与掺入光纤前相比,光纤中的量子点荧光发射峰值波长出现红移.在掺杂光纤长度为1~20 cm和掺杂浓度为(0.33~2.5)×10－2mg/mL的实验范围内,红移量随着掺杂光纤长度的增加和掺杂浓度的提高而增大.对给定的激励功率,荧光发射峰值强度对应有一个最佳的量子点光纤长度.对于给定的量子点光纤长度,荧光发射峰值强度对应有一个最佳的量子点掺杂浓度.     

苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附作用的研究

生物吸附法以其材料易得、吸附效果好、易解析、环境友好等优点而被广泛的应用于水溶液中低浓度重金属离子的吸附去除。光谱学显示苦荞茶含有多种基团且表面结构疏松，对水溶液中金属离子具有一定吸附潜力。探讨苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附作用光谱分析。采用扫描电镜(SEM)、能谱分析(EDS)、傅里叶红外光谱(FTIR)对苦荞茶吸附铅、铜、镉、锌、铬前后进行表征，初步解析苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附作用。使用等温吸附方程(Langmuir，Freundlich，Temkin和Dubinin-Radushkevich) 与动力学方程(准一级、准二级和颗粒内扩散)来评价苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附方式及行为。响应面法是一种数学建模的优化方法，能回归拟合各因素与实验结果之间的函数关系，从而确定实验因素及其交互作用对目标值的影响程度。采用响应面法考察目标离子初始浓度(A)、吸附剂颗粒大小(B)、吸附剂投加量(C)和吸附时间(D)四个因素对苦荞茶吸附水溶液中铅、铜、镉、锌、铬离子能力的影响作用及程度。等温吸附方程显示，苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附方式以多层吸附方式为主，伴有其他吸附类型，苦荞茶对目标重金属吸附量排序为：铅＞镉＞铜＞锌＞铬，即为：30.67＞16.18＞13.85＞10.81＞8.43 mg·g-1。动力学方程与苦荞茶扫描电镜(SEM)提示，苦荞茶对水溶液中铅、铜、镉、锌、铬离子吸附过程符合准二级动力学，其吸附速率由液膜扩散和颗粒内扩散作用共同控制，而且苦荞茶表面疏松的结构出现表面趋于平滑，孔洞出现融合的现象。能谱分析(EDS)与傅里叶红外光谱(FTIR)证实了水溶液中铅、铜、镉、锌、铬离子被苦荞茶所吸附，苦荞茶中-OH，-CH₂，-CH₃，CO， -NH，-C-O，CH基团参与水溶液中铅、铜、镉、锌、镉离子结合吸附作用并存在同一类型的基团吸附结合不同目标离子的现象。响应面法构建考察因素影响苦荞茶对水溶液中铅、铜、镉、锌、铬离子去除能力模型，其调整回归决定系数分别为Adj R2_Pb=97.10，Adj R2_Cu=98.44，Adj R2_Cd=94.55，Adj R2_Zn=92.71，Adj R2_Cr=97.02，说明非线性模型可用来评价考察因素对苦荞茶吸附水溶液中铅、铜、镉、锌、铬离子影响作用。响应面法分析表明，考察因素[离子初始浓度(A)、吸附剂颗粒大小(B)、吸附剂投加量(C)和吸附时间(D)]对铅、铜、镉、锌、铬离子去除率影响作用大小排序为：铅离子(A＞D＞B＞C)、铜离子(A＞C＞D＞B)、镉离子(A＞B＞C＞D)、锌离子(B＞C＞A＞D)、铬离子(C＞B＞D＞A)。研究结果说明，苦荞茶对水溶液中铅、铜、镉、锌、铬离子具有良好的吸附作用，为苦荞茶拓展新的应用途径提供了参考依据。     

Dependence of optical properties on specific surface area and grain sizes in TiO2 powders

The diffuse reflectance (DR) spectra and the cathodoluminescence (CL) spectra in the range 0.34–2.10 μm and changes in the spectra after bombardment by accelerated electrons have been studied as a function of the specific surface area and the grain sizes of titanium dioxide (rutile) powders of different grades (P1, P2, P02, R10). It has been established that the diffuse reflection coefficient and the luminescence band intensity increase as the specific surface area decreases and the grain size of the powder increases. A smaller specific surface area of the powders means lesser initial flareup and subsequent “quenching” of the CL bands as a function of electron fluence. It has been shown that history-related differences between powders of different grades is a less significant factor than the specific surface area in determining the diffuse reflectance and luminescence and also the radiation resistance of the powders. __________ Translated from Zhurnal Prikladnoi Spektroskopii, Vol. 73, No. 1, pp. 73–77, January–February, 2006.     

Diffuse reflectance spectra of aluminum oxide micropowders,modified powders,and nanopowders and their changes upon electron irradiation

Comparative analysis of the diffuse reflectance spectra (300–2100 nm) and of the integrated absorption factor of coatings based on micropowders, nanopowders, and micropowders modified with Al₂O₃ nanopowders has been performed. In addition, the changes in the spectra resulting from electron irradiation of the powders with energies of 30 keV at a fluence of up to 3∙16 cm^–2 have been analyzed. It has been found that the diffuse reflectance decreases in order of coatings based on micro-powders, nano-powders and modified powders, while radiation resistance increases in order of coatings based on nano-powders, modified and micropowders.     

基于自编码网络流形学习的毛竹笋不溶性膳食纤维含量红外光谱建模

提出了一种结合自编码网络(AN)流形学习和偏最小二乘(PLS)法的红外光谱建模方法AN-PLS。AN-PLS方法首先用AN算法对红外光谱数据进行非线性降维,再结合PLS建立回归模型。利用该方法建立了毛竹笋中不溶性膳食纤维含量的近红外光谱和中红外光谱回归模型。结果表明,用AN-PLS方法建立的回归模型,比用其他常用光谱数据预处理方法结合PLS及用单独PLS算法建立的模型具有更小的预测均方根误差RMSEP和更高的决定系数R2,因此,AN-PLS具有较优的建模与预测能力,利用近红外光谱和中红外光谱技术结合AN-PLS建模,可实现毛竹笋中不溶性膳食纤维含量的准确测量。