reflectance spectroscopy

反射光谱
  • 文章类型: Journal Article
    对流层臭氧(O3)对植被造成广泛破坏;然而,O3引起的损伤的监测通常依赖于人工叶片检查。植被的反射光谱可以识别和检测不同非生物和生物胁迫源的独特光谱特征。在这项研究中,我们测试了使用高光谱叶片反射率来检测al木的O3胁迫,山毛榉,桦木,螃蟹苹果,和橡树树苗暴露于五种长期O3状态(从每日目标最大值30ppbO3到110ppb)。O3处理之间的高光谱反射率差异显着,无论是在整个光谱分析中,还是在简化为代表性成分时。O3损伤对叶片反射率有多变量影响,以色素平衡的变化为基础,含水量和结构组成。由可见绿色峰的反射率得出的植被指数能够区分O3处理。将高光谱波长范围内的迭代归一化差异光谱指数与视觉损伤评分相关联,以确定O3损伤检测的重要波长。我们提出了一个新的臭氧损害指数(OzDI),表征短波红外区域的反射率峰值,并在与O3处理的相关性方面优于现有植被指数。这些结果证明了高光谱反射率在一系列常见阔叶物种中作为O3损伤检测的高通量方法的潜在应用。
    Tropospheric ozone (O3) causes widespread damage to vegetation; however, monitoring of O3 induced damage is often reliant on manual leaf inspection. Reflectance spectroscopy of vegetation can identify and detect unique spectral signatures of different abiotic and biotic stressors. In this study, we tested the use of hyperspectral leaf reflectance to detect O3 stress in alder, beech, birch, crab apple, and oak saplings exposed to five long-term O3 regimes (ranging from daily target maxima of 30 ppb O3 to 110 ppb). Hyperspectral reflectance varied significantly between O3 treatments, both in whole spectra analysis and when simplified to representative components. O3 damage had a multivariate impact on leaf reflectance, underpinned by changes in pigment balance, water content and structural composition. Vegetation indices derived from reflectance which characterised the visible green peak were able to differentiate between O3 treatments. Iterative normalised difference spectral indices across the hyperspectral wavelength range were correlated to visual damage scores to identify significant wavelengths for O3 damage detection. We propose a new Ozone Damage Index (OzDI), which characterises the reflectance peak in the shortwave infrared region and outperformed existing vegetation indices in terms of correlation to O3 treatment. These results demonstrate the potential application of hyperspectral reflectance as a high throughput method of O3 damage detection in a range of common broadleaf. species.
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  • 文章类型: Journal Article
    反射光谱学已经成为皮肤病学领域的一种强大的分析技术,提供一种非侵入性策略来评估几种皮肤特性和皮肤对局部产品的反应。通过分析不同波长的反射光,反射光谱允许皮肤参数的量化,如红斑指数和黑色素含量。此外,这种分析技术可以监测皮肤生理的任何变化,有助于评估局部产品的长期影响以及预测皮肤疾病。这篇综述概述了反射光谱法在研究皮肤特性和对局部应用产品的反应中的应用,包括药物和化妆品配方,从而帮助开发适合个人需求的个性化解决方案。
    Reflectance spectroscopy has emerged as a powerful analytical technique in the field of dermatology, offering a non-invasive strategy to assess several cutaneous properties and skin response to topical products. By analyzing reflected light across different wavelengths, reflectance spectroscopy allows the quantification of cutaneous parameters, such as erythema index and melanin content. Moreover, this analytical technique enables the monitoring of any changes in skin physiology facilitating the assessment of long-term effects of topical products as well as predicting cutaneous diseases. This review provides an overview of the application of reflectance spectroscopy in investigating skin properties and reaction to topical applied products, including both pharmaceutical and cosmetic formulations, thereby aiding in the development of personalized solutions tailored to individual needs.
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  • 文章类型: Journal Article
    背景:脉冲血氧计在红红外波长范围内工作。因此,这些血氧计在深色皮肤受试者和四肢寒冷受试者中产生不稳定的结果。脉搏血氧饱和度通常在发热患者中进行;然而,体温升高会降低血红蛋白对氧的亲和力,导致氧饱和度或氧合血红蛋白浓度下降。
    目的:我们的目的是确定我们的新研究设备,Shani装置或SH1(美国专利11191460),检测到氧饱和度下降或氧合血红蛋白浓度下降。
    方法:在两组中进行了一项观察性研究(第一阶段),以验证血红蛋白和氧浓度的测量值,包括在当前20-40岁的大学生和教职员工中招募的39名参与者。所有志愿者都使用SH1设备和市售食品药品监督管理局批准的脉搏血氧计Masimo完成基线读数。SH1使用两个发光二极管,其中发射波长与氧合血红蛋白(与氧结合的血红蛋白)和脱氧血红蛋白(不含氧的血红蛋白或还原血红蛋白)的吸收峰相匹配。总血红蛋白计算为氧合血红蛋白和脱氧血红蛋白的总和。随后,16名受试者完成了“热套研究”,其他人完成了“献血研究”。“Masimo一直用在手指上进行比较。使用vonLuschan皮肤色标(VLS)和专门设计的算法来计算黑色素水平。我们在这里关注热套研究的结果,受试者穿着双层加热夹克和裤子,包括聚乙烯小管网络以及入口和出口。循环温水以使体温比基线体温高0.5-0.8°C。我们预计在组织水平的加热阶段氧合血红蛋白浓度会略有下降。
    结果:参与者的平均年龄为24.1(SD0.8)岁。VLS上的肤色从12到36不等,代表着均匀分布,三分之一的参与者皮肤白皙,棕色皮肤,和深色皮肤,分别。使用特定的算法和软件,氧合血红蛋白的反射比与直接血红蛋白值一起显示在设备的屏幕上.与脉搏血氧计相比,SH1装置在体温变化后发现氧合血红蛋白水平有更小的变化,检测到的氧合血红蛋白浓度最大下降为6.5%和2.54%,分别。
    结论:我们的新研究设备SH1通过使用绿色波长的反射光谱法测量组织水平的氧饱和度。无论肤色如何,该设备都表现良好。因此,该设备可以消除这些关键生物标志物评估中的种族差异。此外,因为光线照在手腕上,SH1可以容易地小型化为可穿戴设备。
    BACKGROUND: Pulse oximeters work within the red-infrared wavelengths. Therefore, these oximeters produce erratic results in dark-skinned subjects and in subjects with cold extremities. Pulse oximetry is routinely performed in patients with fever; however, an elevation in body temperature decreases the affinity of hemoglobin for oxygen, causing a drop in oxygen saturation or oxyhemoglobin concentrations.
    OBJECTIVE: We aimed to determine whether our new investigational device, the Shani device or SH1 (US Patent 11191460), detects a drop in oxygen saturation or a decrease in oxyhemoglobin concentrations.
    METHODS: An observational study (phase 1) was performed in two separate groups to validate measurements of hemoglobin and oxygen concentrations, including 39 participants recruited among current university students and staff aged 20-40 years. All volunteers completed baseline readings using the SH1 device and the commercially available Food and Drug Administration-approved pulse oximeter Masimo. SH1 uses two light-emitting diodes in which the emitted wavelengths match with absorption peaks of oxyhemoglobin (hemoglobin combined with oxygen) and deoxyhemoglobin (hemoglobin without oxygen or reduced hemoglobin). Total hemoglobin was calculated as the sum of oxyhemoglobin and deoxyhemoglobin. Subsequently, 16 subjects completed the \"heat jacket study\" and the others completed the \"blood donation study.\" Masimo was consistently used on the finger for comparison. The melanin level was accounted for using the von Luschan skin color scale (VLS) and a specifically designed algorithm. We here focus on the results of the heat jacket study, in which the subject wore a double-layered heated jacket and pair of trousers including a network of polythene tubules along with an inlet and outlet. Warm water was circulated to increase the body temperature by 0.5-0.8 °C above the baseline body temperature. We expected a slight drop in oxyhemoglobin concentrations in the heating phase at the tissue level.
    RESULTS: The mean age of the participants was 24.1 (SD 0.8) years. The skin tone varied from 12 to 36 on the VLS, representing a uniform distribution with one-third of the participants having fair skin, brown skin, and dark skin, respectively. Using a specific algorithm and software, the reflection ratio for oxyhemoglobin was displayed on the screen of the device along with direct hemoglobin values. The SH1 device picked up more minor changes in oxyhemoglobin levels after a change in body temperature compared to the pulse oximeter, with a maximum drop in oxyhemoglobin concentration detected of 6.5% and 2.54%, respectively.
    CONCLUSIONS: Our new investigational device SH1 measures oxygen saturation at the tissue level by reflectance spectroscopy using green wavelengths. This device fared well regardless of skin color. This device can thus eliminate racial disparity in these key biomarker assessments. Moreover, since the light is shone on the wrist, SH1 can be readily miniaturized into a wearable device.
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  • 文章类型: Journal Article
    使用线性二色性理论,假设单轴晶体的z切割等同于x切割,以确定介电张量的垂直分量和相应的振荡器参数。然而,菲涅耳方程表明,必须考虑电场不同分量的连续性关系形式的界面的影响。连续性关系的结果是,垂直模式随着入射角的增加,强度的增加比预期的要少。这是由于介电函数的垂直分量的倒数随着入射角的增大而变得越来越重要。逆电介质函数,然而,通常具有比介电函数小得多的值。额外的结果是垂直模式被蓝移并以振荡器强度被转移到较高波数模式的方式耦合。因此,当两个模式重叠时,垂直模式的光谱特征通常很弱,并且被平行模式掩盖。因此,为了进行色散分析,建议使用常规残差平方和和两迹二维(2T2D)智能误差和的混合,可以纠正实验频谱中的系统可乘性误差。正如对Fresnoite(Ba2TiSi2O8)所证明的那样,这是使用色散分析确定介电张量的垂直分量和相应的振荡器参数的重要一步,由于异步2T2D相关光谱是,特别是,对垂直模式敏感。
    Using linear dichroism theory, one would assume that a z-cut of a uniaxial crystal is equivalent to an x-cut to determine the perpendicular component of the dielectric tensor and the corresponding oscillator parameters. However, Fresnel\'s equations show that the effect of interfaces in the form of the continuity relations of the different components of the electric field must be considered. A consequence of the continuity relations is that perpendicular modes increase less significantly in strength with increasing angle of incidence than expected. This is a consequence of the fact that it is the inverse of the perpendicular component of the dielectric function that increasingly becomes important with a growing angle of incidence. An inverse dielectric function, however, has typically much smaller values than the dielectric function. An additional consequence is that perpendicular modes are blueshifted and coupled in such a way that oscillator strength is transferred to the higher wavenumber mode. Thus, the spectral signatures of perpendicular modes are often weak and masked by the parallel modes when two modes overlap. Accordingly, to enable dispersion analysis, it is suggested to use a hybrid of the conventional residual sum of squares and the two-trace two-dimensional (2T2D) smart error sum, which can correct systematic multiplicable errors in the experimental spectrum. As demonstrated for fresnoite (Ba2TiSi2O8), this is an important step toward determining the perpendicular component of the dielectric tensor and the corresponding oscillator parameters using dispersion analysis, since asynchronous 2T2D correlation spectra are, in particular, sensitive to perpendicular modes.
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  • 文章类型: Journal Article
    除了两千多个正常的Polyommatusicarus标本(Rottemburg,1775)通过饲养实验产生的,首先,有一个完全双侧的二色性个体被认为是妇科。在分析生殖器性状的基础上,机翼表面覆盖尺度微观形态,以及由覆盖尺度产生的蓝色的光谱特征,标本的性别已被确定为女性。与匈牙利自然历史博物馆藏品中的妇科标本进行了比较,研究了该样本,这些标本表现出不同程度的蓝色和棕色混合。焦点堆叠显微镜用于详细的尺度形态和紫外-可见反射光谱用于光学性质的表征。检查文献参考资料和博物馆的Lycaenidae收藏,在密切相关的多叶素lycaenid物种Lysandrabellargus(Rottemburg,1775年)和LysandraCoridon(Poda,1761)这表明多聚ommatine女性二色性可以通过双边性和镶嵌性的方式显示,迄今为止仅与gynandromorphy有关的现象。
    Beside the more than two thousand normal specimens of Polyommatus icarus (Rottemburg, 1775) yielded by rearing experiments, there was one perfectly bilateral dichromatic individual first considered to be gynandrous. On the basis of analysing genitalia traits, wing surface covering scale micromorphology, and the spectral characteristics of the blue colour generated by the cover scales, the gender of the specimen has been identified as female. This exemplar was investigated in comparison with gynandrous specimens from the collections of the Hungarian Natural History Museum exhibiting various degrees of intermixing of blue and brown coloration. Focus stacking microscopy for detailed scale morphology and UV-visible reflectance spectroscopy was used for the characterization of the optical properties. Inspecting literature references and the Lycaenidae collection of the museum, further examples have been found for female bilateral dichromatism in the closely related polyommatine lycaenid species Lysandra bellargus (Rottemburg, 1775) and Lysandra coridon (Poda, 1761) what suggests that polyommatine female dichromaticity may be displayed by the manner of bilaterality and mosaicism, phenomena hitherto solely connected to gynandromorphy.
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  • 文章类型: Journal Article
    对生命的检测进行建模从未如此合适。有了下一代太空望远镜,例如目前正在发展的可居住世界观测站(HWO)概念,我们将开始描述可能与地球相似的岩石系外行星。然而,很少有包含表面生物特征的真实行星光谱与直接成像望远镜仪器模型配对。因此,我们使用HWO仪器噪声模型来评估与产氧,缺氧,和非光合极端微生物。我们将HWO望远镜模型与一维辐射传输模型配对,以估算在具有全球微生物覆盖率和变化的大气水蒸气浓度的行星上检测每个生物特征所需的暴露时间。对于云层覆盖率为0-50%的建模行星,我们确定颜料和红色边缘可以检测到1000小时(100小时)内的距离在15pc(11pc)。然而,更紧密的望远镜内部工作角(2.5λ/D)将允许在更远的距离上进行表面生物特征检测。当与假阳性氧化铁斜率相比时,无氧光合生物特征也比非光合色素和光合红色边缘更容易检测。未来的生命检测任务应该评估假阳性对多个表面生物特征检测的影响。
    Modeling the detection of life has never been more opportune. With next-generation space telescopes, such as the currently developing Habitable Worlds Observatory (HWO) concept, we will begin to characterize rocky exoplanets potentially similar to Earth. However, few realistic planetary spectra containing surface biosignatures have been paired with direct imaging telescope instrument models. Therefore, we use a HWO instrument noise model to assess the detection of surface biosignatures affiliated with oxygenic, anoxygenic, and nonphotosynthetic extremophiles. We pair the HWO telescope model to a one-dimensional radiative transfer model to estimate the required exposure times necessary for detecting each biosignature on planets with global microbial coverage and varying atmospheric water vapor concentrations. For modeled planets with 0-50% cloud coverage, we determine pigments and the red edge could be detected within 1000 hr (100 hr) at distances within 15 pc (11 pc). However, tighter telescope inner working angles (2.5 λ/D) would allow surface biosignature detection at further distances. Anoxygenic photosynthetic biosignatures could also be more easily detectable than nonphotosynthetic pigments and the photosynthetic red edge when compared against a false positive iron oxide slope. Future life detection missions should evaluate the influence of false positives on the detection of multiple surface biosignatures.
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  • 文章类型: Journal Article
    河流密集的平原河网地区的土壤侵蚀,肥沃的土地,农业发展容易导致河流淤积,农业面源污染,和水体富营养化。因此,沉积物对环境的负面影响不可低估。大多数传统的沉积物指纹追踪研究都集中在山区盆地,缺乏适用于平原河网沉积物追踪的方案。这里,选取太湖流域典型平原河网作为研究区。分析了流动结构和特征,并提出了河段采样方案和平原河网泥沙示踪两步模型,以定量区分泥沙源类型。结果表明,传统的判别函数分析充分区分了流域土壤的贡献率,具有良好的验证精度(R2=0.96,校准均方根误差=5.91%)。而随机森林通过挖掘不同土地类型土壤光谱中的非线性信息获得了较好的判别结果,农田的R2值为0.89、0.83和0.80,森林,和草原,分别。流域沉积物中土壤的平均比例为23%,流域土壤比例从上游向下游增加。草桥的沉积物来源,银村,邵湘河主要来自草地(44%),森林(39%),和农田(42%),分别。土地利用分布,节水设施,和土壤粒径是影响这些来源的主要因素。每条河流都采取措施去除相应的污染物,优化河岸绿化带和森林的水土保持措施,定期清理水利沟渠和河流中的淤泥,这可以减少沉积物造成的污染影响。
    Soil erosion in a plain river network area with dense rivers, fertile land, and agricultural development is easily causes river siltation, agricultural non-point source pollution, and water eutrophication. Therefore, the negative impact of the sediment on the environment cannot be underestimated. Most traditional sediment fingerprint tracing studies have focused on mountain basins and lack a scheme suitable for plain river network sediment tracing. Here, a typical plain river network in the Taihu Basin was selected as the study area. The flow structure and characteristics were analysed, and a sampling scheme for the stream segment and a two-step model of sediment tracing in a plain river network were proposed to quantitatively distinguish the types of sediment sources. The results indicated that the traditional discriminant function analysis adequately distinguishes the contribution rate of basin soil and has a good validation accuracy (R2 = 0.96, root mean square error of calibration = 5.91 %), whereas Random Forest obtains better discrimination results by mining non-linear information in the soil spectra of different land types, with R2 values of 0.89, 0.83, and 0.80 for farmland, forest, and grassland, respectively. The average proportion of soil in the sediment in the watershed was 23 %, and the proportion of soil in the watershed increased from upstream to downstream. The sediment sources of the Caoqiao, Yincun, and Shaoxiang Rivers mainly came from grassland (44 %), forest (39 %), and farmland (42 %), respectively. Land-use distribution, water conservation facilities, and soil particle size were the main factors affecting these sources. Each river adopts measures to remove the corresponding pollutants, optimise water and soil conservation measures for riverbank green belts and forest, and regularly clean up silt in water conservancy ditches and rivers, which can reduce the pollution impact caused by sediment.
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  • 文章类型: Journal Article
    本工作报告了晶体结构的数据集,光学性质(复介电函数和折射率),红外线,反射和拉曼光谱,和1M多型金云母的电子性质(能带结构和态密度)[1]。这种页硅酸盐的化学式为K(Mg,Fe)3(Si3Al)O10(OH)2,Mg/Fe比≥2。数据集从B3LYP-D*水平的密度泛函理论(DFT)模拟中获得,即,使用临时DFT-D2方案校正的混合功能B3LYP,以及晶胞中所有原子的全电子高斯型轨道基集。此外,报告了在单晶金云母样品上收集的实验共焦拉曼显微光谱数据(光谱)。通过将结果与文献中报道的可用X射线衍射和IR/拉曼光谱数据进行比较来评估数据集的质量。报告的完整数据集是未来基础地球资源勘探和开发研究的参考,应用矿物学,地质学,和材料科学。
    The present work reports a dataset on the crystal structure, optical properties (complex dielectric function and refractive index), infrared, reflectance and Raman spectra, and electronic properties (band structure and density of states) of the 1M-polytype of phlogopite [1]. This phyllosilicate presents chemical formula K(Mg,Fe)3(Si3Al)O10(OH)2, with Mg/Fe ratio ≥ 2. The dataset was obtained from Density Functional Theory (DFT) simulations at B3LYP-D* level, i.e., with the hybrid functional B3LYP corrected with an ad hoc DFT-D2 scheme, and all-electron Gaussian-type orbitals basis sets for all atoms in the unit cell. Furthermore, experimental confocal Raman micro-spectrometry data (spectra) collected on a single crystal phlogopite specimen are reported. The quality of the dataset was assessed by comparing the results with available X-ray diffraction and IR/Raman spectroscopy data reported in literature. The reported complete dataset is a reference for future studies in fundamental georesource exploration and exploitation, applied mineralogy, geology, and material science.
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  • 文章类型: Journal Article
    一些来自深海热液喷口的嗜热细菌通过异化铁还原生长,但是我们对它们的生物矿物转化的理解是新生的。使用合成的纳米水铁矿检查了在55°C生长过程中由嗜热铁还原细菌Desulfoculus铁还原的矿物转化,akaganeite,和鳞闪石分别作为末端电子受体。使用可见近红外(VNIR)进行光谱分析,傅里叶变换红外衰减全反射(FTIR-ATR),使用选定区域电子衍射(SAED)和能量色散X射线(EDX)分析,用X射线衍射(XRD)和透射电子显微镜(TEM)补充了Mössbauer光谱。最广泛的生物矿物转化发生在水铁矿中,产生了磁性,可见深色矿物,其光谱特征与缺阳离子磁铁矿相匹配。亚铁还原Desulfoculnusferrireductivens也在akaganite和lepidocrocite上生长,并产生非磁性,在草酸盐溶液中溶解性差的明显深色矿物质。与母体矿物和非生物对照相比,在VNIR光谱中几乎完全吸收了来自akaganeite和lepidocrocite还原的生物还原矿物产品。然而,两种生物矿物的FTIR-ATR和Mössbauer光谱和XRD分析几乎与母体和对照矿物相同。这些生物矿物的TEM显示存在未知矿物学的结晶不良的铁纳米球(直径50-200nm),这些铁纳米球可能覆盖了较大的母体矿物,并且在对照中不存在。研究表明,嗜热细菌转化了不同类型的Fe(III)(氧化氢)氧化物矿物,以不同的矿物产品生长。这些矿物产品可能是通过溶解-再沉淀反应形成的,但仅通过化学平衡反应是不容易预测的。
    Some thermophilic bacteria from deep-sea hydrothermal vents grow by dissimilatory iron reduction, but our understanding of their biogenic mineral transformations is nascent. Mineral transformations catalyzed by the thermophilic iron-reducing bacterium Desulfovulcanus ferrireducens during growth at 55°C were examined using synthetic nanophase ferrihydrite, akaganeite, and lepidocrocite separately as terminal electron acceptors. Spectral analyses using visible-near infrared (VNIR), Fourier-transform infrared attenuated total reflectance (FTIR-ATR), and Mössbauer spectroscopies were complemented with x-ray diffraction (XRD) and transmission electron microscopy (TEM) using selected area electron diffraction (SAED) and energy dispersive X-ray (EDX) analyses. The most extensive biogenic mineral transformation occurred with ferrihydrite, which produced a magnetic, visibly dark mineral with spectral features matching cation-deficient magnetite. Desulfovulcanus ferrireducens also grew on akaganeite and lepidocrocite and produced non-magnetic, visibly dark minerals that were poorly soluble in the oxalate solution. Bioreduced mineral products from akaganeite and lepidocrocite reduction were almost entirely absorbed in the VNIR spectroscopy in contrast to both parent minerals and the abiotic controls. However, FTIR-ATR and Mössbauer spectra and XRD analyses of both biogenic minerals were almost identical to the parent and control minerals. The TEM of these biogenic minerals showed the presence of poorly crystalline iron nanospheres (50-200 nm in diameter) of unknown mineralogy that were likely coating the larger parent minerals and were absent from the controls. The study demonstrated that thermophilic bacteria transform different types of Fe(III) (oxyhydr)oxide minerals for growth with varying mineral products. These mineral products are likely formed through dissolution-reprecipitation reactions but are not easily predictable through chemical equilibrium reactions alone.
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  • 文章类型: Journal Article
    当前的研究调查了使用VNIR-SWIR(可见/近红外至短波长红外:400-2500nm)光谱来预测研究地点收集的河岸沉积物中的痕量金属。这里,我们(i)从测量的地面光谱中得出光谱吸收特征参数(SAFP),以与痕量金属(Pb,Cd,As,和铜)在河岸沉积物中的含量,(Ii)使用SAFP建立单变量回归模型来预测痕量金属浓度,(iii)评估回归模型的预测能力。与河岸沉积物中针铁矿相关的衍生SAFP为Depth433b,Asym433b,和Width433b,在河岸沉积物中与高岭石有关的是Depth1366b,Asym1366b,Width1366b,Depth2208b,Asym2208b,和Width2208b。河岸沉积物中的镉与针铁矿相关的SAFP具有最强的相关性,而Pb,As,Cu与与沸石和高岭石相关的SAFPs具有很强的相关性。得到Cu(R2=0.73,SEE=0.15)和Pb(R2=0.73,SEE=0.21)的最佳预测模型,而As(R2=0.46,SEE=0.31)和Cd(R2=0.17,SEE=0.81)的模型较弱。结果表明,可以使用与针铁矿和高岭石相关的SAFP间接预测痕量金属。考虑到分析“痕量”金属浓度的困难,这是VNIR-SWIR光谱的重要好处,在大尺度上,使用常规地球化学方法。
    The current study investigated the use of VNIR-SWIR (visible/near infrared to short-wavelength infrared: 400-2500 nm) spectroscopy for predicting trace metals in overbank sediments collected in the study site. Here, we (i) derived spectral absorption feature parameters (SAFPs) from measured ground spectra for correlation with trace metal (Pb, Cd, As, and Cu) contents in overbank sediments, (ii) built univariate regression models to predict trace metal concentrations using the SAFPs, and (iii) evaluated the predictive capacities of the regression models. The derived SAFPs associated with goethite in overbank sediments were Depth433b, Asym433b, and Width433b, and those associated with kaolinite in overbank sediments were Depth1366b, Asym1366b, Width1366b, Depth2208b, Asym2208b, and Width2208b. Cadmium in the overbank sediments showed the strongest correlations with the goethite-related SAFPs, whereas Pb, As, and Cu showed strong correlations with goethite- and kaolinite-related SAFPs. The best predictive models were obtained for Cu (R2 = 0.73, SEE = 0.15) and Pb (R2 = 0.73, SEE = 0.21), while weaker models were obtained for As (R2 = 0.46, SEE = 0.31) and Cd (R2 = 0.17, SEE = 0.81). The results suggest that trace metals can be predicted indirectly using the SAFPs associated with goethite and kaolinite. This is an important benefit of VNIR-SWIR spectroscopy considering the difficulty in analyzing \"trace\" metal concentrations, on large scales, using conventional geochemical methods.
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