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Study on the Detection Method of Soil-Motor Oil Contamination Combined with Genetic Algorithm Spectral Wavelength Selection 结合遗传算法选择光谱波长的土壤机油污染检测方法研究
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01803-y
Ningchao Jiang, Min Jing, Bingqi Si, Zhaonan He, Hengtong Han, Manlong Chen

To classify and detect the type and content of petroleum hydrocarbon contaminants in the soil surface layer, fluorescence spectrometry is commonly used. The experimental oils were selected from three common engine oils available in the market: Loxson L-CKC220 gear oil, APSIN 10W-40 engine oil and Jaguar 200 SF MA 15W-40 motorcycle oil. The fluorescence spectra of the oils were obtained using the fluorescence-induced technique, the spectral wavelengths were selected using a genetic algorithm (GA), and the detection models were constructed by combining RF (Random Forest), AdaBoost, and Gradient Enhanced Decision Tree (GBDT) regression algorithms for classification, identification, and concentration prediction analysis. The experimental results show that the average accuracy of classification and identification of gear oil, engine oil and motorcycle oil reach 83.9, 97.8, and 92.2%, respectively. Comparative analysis of the prediction results of the three concentration regression models shows that while all algorithms have high model prediction accuracy, GA combined with GBDT regression model has the best prediction performance for gear oils, engine oils and motorcycle oils, and improves the prediction accuracies by 62.7, 42.3, and 48.3% compared to the prediction accuracies of the wavelength selection without the use of GA, respectively. In summary, GA-based spectral wavelength selection combined with machine learning algorithms has high prediction accuracy and precision for the classification and prediction of motor oil contaminants in selected specific soils, and can be used as an effective detection method.

为了对土壤表层中石油烃污染物的类型和含量进行分类和检测,通常采用荧光光谱法。实验用油选自市场上常见的三种发动机油:Loxson L-CKC220 齿轮油、APSIN 10W-40 发动机油和 Jaguar 200 SF MA 15W-40 摩托车油。利用荧光诱导技术获得了油品的荧光光谱,利用遗传算法(GA)选择了光谱波长,并结合 RF(随机森林)、AdaBoost 和梯度增强决策树(GBDT)回归算法构建了检测模型,用于分类、识别和浓度预测分析。实验结果表明,齿轮油、发动机油和摩托车油的分类和识别平均准确率分别达到 83.9%、97.8% 和 92.2%。对三种浓度回归模型预测结果的对比分析表明,虽然所有算法都具有较高的模型预测精度,但 GA 与 GBDT 回归模型相结合对齿轮油、发动机油和摩托车油的预测性能最好,与不使用 GA 的波长选择预测精度相比,预测精度分别提高了 62.7%、42.3% 和 48.3%。综上所述,基于 GA 的光谱波长选择与机器学习算法相结合,对特定土壤中机油污染物的分类和预测具有较高的预测精度和准确度,可作为一种有效的检测方法。
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引用次数: 0
Control of the T1 → S0-Transition Energy in Porphine Derivatives Substituted by NH2 Groups 控制 NH2 基团取代的卟吩衍生物中的 T1 → S0 转化能
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01776-y
L. L. Gladkov, M. M. Kruk

The influence of the architecture of NH2-peripheral substitution of porphine derivatives on the intersystem T1S0-transition energy was studied theoretically. The molecular conformations of 15 porphine derivatives and 8 Zn-porphine derivatives in the ground singlet (S0) and lowest triplet (T1) states were optimized, the molecular orbital energies were determined, and the energies of the T1S0 transition were calculated using quantum chemical methods. The T1S0-transition energy was found to decrease from 11,700 to 6200 cm–1 upon increasing the number of NH2 groups in the macrocycle Cm-positions. The T1S0-transition energy was a linear function of the weighted sum of inductive and resonant Hammett constants 0.2σI + 0.8σR of the substituents. The ratio of inductive and resonant contributions of the NH2 groups depended on the method of attachment to the macrocycle, with the contribution of resonant interactions decreasing with increasing spacer length. The main reason for the bathochromic shift of the T1S0 transition was a significant increase in the energy of the b1-orbital, which had antinodes on the macrocycle Cm atoms. The dependence also held for Zn-porphyrins with the same peripheral substitution architecture. The energy of the T1S0 transition was noted to differ for both NH tautomers and conformers differing in the position of NH2 groups relative to the macrocycle mean plane. The calculations showed that experimental studies of aminoporphyrins were promising for obtaining new phosphors in the IR spectral region. A method for predicting the T1S0-transition energy for the synthesis of compounds with the required spectral and luminescent characteristics was proposed based on the results.

我们从理论上研究了卟吩衍生物的 NH2-外围取代结构对 T1 → S0 系统间跃迁能的影响。优化了 15 种卟吩衍生物和 8 种 Zn-卟吩衍生物在地面单线态(S0)和最低三线态(T1)的分子构象,确定了分子轨道能量,并利用量子化学方法计算了 T1 → S0 转变的能量。研究发现,随着大环 Cm 位置上 NH2 基团数量的增加,T1 → S0 转变能量从 11,700 cm-1 下降到 6200 cm-1。T1 → S0 转化能是取代基的感应和共振哈米特常数 0.2σI + 0.8σR 的加权和的线性函数。NH2 基团的感应贡献和共振贡献之比取决于连接到大环的方法,共振相互作用的贡献随着间隔长度的增加而减少。T1 → S0 转变发生浴色偏移的主要原因是 b1 轨道的能量显著增加,而 b1 轨道在大环 Cm 原子上具有反节点。具有相同外围取代结构的锌卟啉也具有这种依赖性。我们注意到,对于 NH 同系物和 NH2 基团相对于大循环平均平面的位置不同的构象,T1 → S0 转变的能量也不同。计算结果表明,氨基卟啉的实验研究有望在红外光谱区获得新的荧光粉。根据计算结果,提出了一种预测 T1 → S0 转换能的方法,用于合成具有所需光谱和发光特性的化合物。
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引用次数: 0
Luminescence Characteristics of Filaments in Lithium Fluoride Crystals 氟化锂晶体中灯丝的发光特性
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01779-9
A. P. Voitovich, V. S. Kalinov, O. E. Kostik, V. A. Povedailo, S. A. Tichomirov

The correct conditions for measuring the luminescence intensities in fi laments formed by the action of femtosecond laser pulses were found for lithium fluoride crystals. The determined conditions ensured that the measured intensities were proportional to the concentrations of luminescent color centers created in the crystals by the laser radiation and allowed conclusions to be drawn about the processes occurring in the filaments. Near-cluster color centers were found, indicating the presence of nanosized clusters in all areas of the fi laments.

针对氟化锂晶体,找到了测量飞秒激光脉冲作用下形成的纤丝发光强度的正确条件。所确定的条件确保了测量强度与激光辐射在晶体中形成的发光颜色中心的浓度成正比,从而可以得出关于灯丝中发生的过程的结论。我们发现了近似色团的颜色中心,这表明在灯丝的所有区域都存在纳米级的色团。
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引用次数: 0
Analysis of the Light Pressure of an Evanescent Electromagnetic Wave on a Dielectric Spherical Nanoparticle 电介质球形纳米粒子上蒸发电磁波的光压分析
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01782-0
A. Ch. Svistun, E. V. Musafirov, D. V. Guzatov

The light pressure of an evanescent electromagnetic wave formed by total internal reflection near the flat interface of a dielectric and a liquid on a dielectric spherical nanoparticle located in a liquid medium is considered. Phase portraits of a two-dimensional system of equations that is equivalent to the equation of nanoparticle transportation under the influence of the force gradient of the light pressure of the evanescent field taking into account the medium resistance force are plotted. Various phase portraits can be realized both without equilibrium points and with one equilibrium point (stable focus, stable node or saddle) on the phase plane, depending on the parameters of the laser radiation and the material of the nanoparticle suspended in the water.

研究了位于液体介质中的电介质球形纳米粒子在电介质和液体平面界面附近通过全内反射形成的蒸发电磁波的光压力。在考虑到介质阻力的情况下,绘制了一个二维方程组的相位图,该方程组等同于在蒸发场光压力梯度影响下的纳米粒子传输方程。根据激光辐射参数和悬浮在水中的纳米粒子的材料,可以在相平面上绘制出各种无平衡点和有一个平衡点(稳定焦点、稳定节点或鞍点)的相位图。
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引用次数: 0
Spectral Properties of Biodyes in the Formation of New Preparative Forms of Prodrugs 形成新制剂形式原药过程中生物碱的光谱特性
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01786-w
D. O. Gerlovsky, N. M. Litvink

The spectral and bactericidal properties of a number of biodyes including bromophenol blue, amido black 10B, methyl thymol blue, basic fuchsin, chrome dark blue, eosin, indigo dye, and bromophenol red have been characterized. The inclusion of eosin, bromophenol red, indigo, and rifampicin into the internal space of phospholipid nanocontainers was shown to lead to leveling of the characteristic absorption maxima in the visible and ultraviolet regions of the spectra of these compounds taken in aqueous solution. This effect allows visual and spectrophotometric monitoring of the prodrug incorporation into liposomes. The construction of a number of supramolecular forms of prodrugs, which are micelles and liposomes derived from modifications of the bactericidal nucleoside brivudine in various combinations, showed the feasibility of using indigo as a dye marker. This permits the identification of liposomes formed from an equimolar mixture of dimyristoylphosphatidylbrivudine lipoconjugate with dimyristoylphosphatidylcholine as a potential prodrug formulation that most effectively inhibits the growth of Staphylococcus aureus cells.

研究人员对溴酚蓝、氨基黑 10B、甲基百里酚蓝、碱性品红、铬深蓝、曙红、靛蓝染料和溴酚红等多种生物染料的光谱和杀菌特性进行了表征。研究表明,在磷脂纳米容器的内部空间中加入曙红、溴酚红、靛蓝和利福平,可使这些化合物在水溶液中的光谱的可见光和紫外线区域的特征吸收最大值趋于平缓。这种效应可以通过视觉和分光光度法监测原药掺入脂质体的情况。通过构建一些超分子形式的原药,即由杀菌核苷 brivudine 以不同组合方式修饰而成的胶束和脂质体,显示了使用靛蓝作为染料标记的可行性。这样,就可以确定由二肉豆蔻酰磷脂酰布韦丁脂质体与二肉豆蔻酰磷脂酰胆碱的等摩尔混合物形成的脂质体是一种潜在的原药制剂,能最有效地抑制金黄色葡萄球菌细胞的生长。
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引用次数: 0
Spectroscopic Studies on Plant Extract Mediated ZnO Nanoparticles as a Potential Cytotoxic Agent 将植物提取物介导的氧化锌纳米粒子作为潜在细胞毒剂的光谱研究
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01799-5
B. T. Delma, M. Antilin Princela, Y. Subbareddy, M. Anitha Malbi, S. Lizy Roselet, M. Shirly Treasa, M. C. Rao

Plants play an important role in nanoparticle preparation because they are easily accessible, environmentally friendly, and inexpensive. In this study, we used an ethanolic extract of Mangifera indica seed as a reducing and stabilising agent to create zinc oxide (ZnO) nanoparticles (NPs). The ZnO NPs were examined using characterization techniques such as UV-Vis, Fourier transform infrared (FT-IR), X-ray diffraction (XRD), scanning electron microscopy (SEM), and transmission electron microscopy (TEM). The interaction of phytochemical constituents from plant extracts providing the biological reduction of zinc metal ions to ZnO had been identified by the UV-visible absorption studies. According to the FT-IR results, metal oxides exhibited interatomic vibration-driven absorption in the fingerprint area below 1000 cm–1. Particles appeared to be crystalline and also a rice-grain shape of ZnO NPs was confirmed by XRD, SEM, and TEM, respectively. In addition, the cytotoxic effect of ZnO NPs was checked using the SKMEL-28 cell line, showing an IC50 value of 32.686 μg/mL in the SKMEL-28 cell line, and 49.011 μg/mL in the typical L6 cell line. Furthermore, the synthesized NPs were subjected to (AO/EB) double staining approach to examine the apoptotic activity. The acridine orange/ethidium bromide method made strong evidence for demonstrating chromatin condensation and membrane blebbing.

植物在纳米粒子制备中发挥着重要作用,因为它们易于获取、环保且价格低廉。在这项研究中,我们使用芒果种子的乙醇提取物作为还原剂和稳定剂来制备氧化锌(ZnO)纳米粒子(NPs)。研究人员利用紫外-可见光、傅立叶变换红外(FT-IR)、X 射线衍射(XRD)、扫描电子显微镜(SEM)和透射电子显微镜(TEM)等表征技术对氧化锌纳米粒子进行了检测。紫外-可见吸收研究确定了植物提取物中的植物化学成分与金属锌离子生物还原成氧化锌的相互作用。根据傅立叶变换红外光谱(FT-IR)结果,金属氧化物在 1000 cm-1 以下的指纹区表现出原子间振动驱动吸收。X射线衍射、扫描电镜和透射电镜分别证实,ZnO NPs的颗粒呈结晶状和米粒状。此外,还利用 SKMEL-28 细胞系检测了 ZnO NPs 的细胞毒性效应,结果显示,ZnO NPs 对 SKMEL-28 细胞系的 IC50 值为 32.686 μg/mL,对典型的 L6 细胞系的 IC50 值为 49.011 μg/mL。此外,还对合成的 NPs 进行了(AO/EB)双重染色,以检测其凋亡活性。吖啶橙/溴化乙锭法有力地证明了染色质凝结和细胞膜破裂。
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引用次数: 0
Enhancement of Calcium Libs Signals by the Simultaneous Use of Nanoparticles Together with the Application of a Weak Electric Field 同时使用纳米粒子和弱电场增强钙离子信号
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01795-9
Norberto Boggio, Juan Vorobioff, Carlos A. Rinaldi

One of the inherent limitations associated with laser-induced breakdown spectroscopy (LIBS) in the identification of elements lies in the strength of the emission signals. Several approaches exist to enhance the emission capacity of LIBS. In this particular investigation, our focus was on amplifying the signal intensity of LIBS through the utilization of two techniques. These techniques include the application of a low-power electric field within the zone where plasma is formed, in conjunction with the utilization of nanoparticles on the surface of the sample. Specifically, our analysis involved the examination of samples consisting of metallic Zn powder as the matrix element, with the incorporation of small quantities of Ca in the form of CaCO3. The combination of these two methods resulted in unprecedented outcomes, demonstrating a 3.5-fold increase in samples containing 0.05% w/w of CaCO3 when subjected to an electric field of 60 V/cm, while bearing nanoparticles on their surface.

激光诱导击穿光谱(LIBS)在识别元素方面的固有局限性之一在于发射信号的强度。有几种方法可以增强 LIBS 的发射能力。在这项特定的研究中,我们的重点是通过利用两种技术来放大 LIBS 的信号强度。这些技术包括在形成等离子体的区域内应用低功率电场,以及在样品表面使用纳米颗粒。具体来说,我们的分析涉及对以金属锌粉为基体元素,并加入少量 CaCO3 形式的 Ca 的样品进行检测。这两种方法的结合产生了前所未有的结果,在 60 V/cm 的电场作用下,含有 0.05% w/w CaCO3 的样品的表面纳米粒子含量增加了 3.5 倍。
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引用次数: 0
Spectroscopic Studies of Ho3+-Doped SrF2 Crystal for Green and Red Laser Applications 掺杂 Ho3+ 的 SrF2 晶体或绿光和红光激光应用的光谱研究
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01792-y
Ravinder Kumar, David Joseph

Spectroscopic studies of Ho3+-doped SrF2 crystals were performed regarding applications in solid-state lasers. The crystal structure of the Ho:SrF2 crystal was investigated using single-crystal X-ray diffraction. SrF2 exists as a cubic structure with an Fm3m space group. A Raman shift of 288 cm–1 was observed for the Ho:SrF2 single crystal. SrF2 hosts with low-frequency vibrational modes are suitable for reducing nonradiative emissions while maximizing radiative emissions. The absorption spectrum was recorded in the visible region from 400 to 800 nm, yielding absorption lines at 416, 450, 468, 473, 484, 536, 638, and 643 nm. The fluorescence spectrum recorded at an excitation wavelength of 450 nm shows two emission bands at 546 and 656 nm, which correspond to green and red emission, respectively. The intensity parameters Ωλ (λ = 2, 4, and 6) were estimated using the Judd–Ofelt theory. For Ho:SrF2 single crystal, the calculated Ωλ are Ω2 = 0.14 × 10–20 cm2, Ω4 = 3.14 × 10–20 cm2, and Ω6 = 3.74 × 10–20 cm2. The radiative transition probabilities, radiative lifetimes, and branching ratios βR for Ho:SrF2 were determined using the Judd–Ofelt parameters. The 5S2 + 5F45I8 transition is more effective for population-building processes because of its lifetime (0.26 ms) and higher branching ratios (~82.86%). Ho:SrF2 is, therefore, a promising solid-state laser crystal for green and red spectral regions.

针对固态激光器中的应用,对掺杂了 Ho3+ 的 SrF2 晶体进行了光谱研究。使用单晶 X 射线衍射法研究了 Ho:SrF2 晶体的晶体结构。SrF2 晶体为立方结构,空间群为 Fm3m。观察到 Ho:SrF2 单晶体的拉曼位移为 288 cm-1。具有低频振动模式的 SrF2 主晶适合减少非辐射发射,同时最大限度地提高辐射发射。吸收光谱记录在 400 至 800 nm 的可见光区域,在 416、450、468、473、484、536、638 和 643 nm 处产生吸收线。在 450 纳米激发波长下记录的荧光光谱显示出 546 纳米和 656 纳米的两条发射带,分别对应绿色和红色发射。强度参数 Ωλ (λ = 2、4 和 6)是用 Judd-Ofelt 理论估算的。对于 Ho:SrF2 单晶,计算得出的 Ωλ 分别为 Ω2 = 0.14 × 10-20 cm2、Ω4 = 3.14 × 10-20 cm2 和 Ω6 = 3.74 × 10-20 cm2。利用 Judd-Ofelt 参数确定了 Ho:SrF2 的辐射转变概率、辐射寿命和分支比 βR。由于 5S2 + 5F4 → 5I8 转变的寿命(0.26 毫秒)和较高的分支比(约 82.86%),该转变对种群形成过程更为有效。因此,Ho:SrF2 是一种很有前途的绿光和红光光谱区固体激光晶体。
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引用次数: 0
Morphology and Optical Characteristics of TiO2 Nanofilms Grown by Atomic-Layer Deposition on a Macroporous Silicon Substrate 通过原子层沉积在大孔硅基底上生长的二氧化钛纳米薄膜的形态和光学特性
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01783-z
T. K. Turdaliev, K. B. Ashurov, R. K. Ashurov

A process for creating a macroporous silicon substrate on which a layer of titanium dioxide was deposited using the atomic-layer deposition method is described. Electrochemical etching was used to form the macroporous structure of the substrate. TiO2 was deposited using an SI PEALD setup. The morphology, structure, and optical properties of the deposited TiO2 film were assessed using scanning electron microscopy coupled with energy-dispersive x-ray spectroscopy, spectral ellipsometry in the range 240–1000 nm, and Raman spectroscopy. Raman spectra revealed peaks at 144, 194, 397, and 639 cm–1 that were characteristic of the TiO2 anatase modification. The absorption coefficient and optical band gap width of the deposited film were determined based on the calculated ellipsometric parameters.

本文描述了一种制造大孔硅衬底的工艺,在这种衬底上使用原子层沉积法沉积了一层二氧化钛。电化学蚀刻用于形成基底的大孔结构。二氧化钛采用 SI PEALD 设置沉积。使用扫描电子显微镜结合能量色散 X 射线光谱、240-1000 纳米范围内的光谱椭偏仪和拉曼光谱评估了沉积 TiO2 薄膜的形态、结构和光学特性。拉曼光谱显示了 144、194、397 和 639 cm-1 处的峰值,这些峰值是二氧化钛锐钛矿修饰的特征。根据计算得出的椭偏参数,确定了沉积薄膜的吸收系数和光带隙宽度。
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引用次数: 0
Portable Stand-Off Time-Gated Raman Spectroscopy for Detection of Explosive Precursor 用于检测爆炸物前体的便携式独立时间门控拉曼光谱技术
IF 0.8 4区 化学 Q4 SPECTROSCOPY Pub Date : 2024-09-12 DOI: 10.1007/s10812-024-01805-w
Wenzhen Ren, Hui Wang, Zhengmao Xie, XiangPing Zhu, Pu Zhang, Bo Wang, Cheng Huang, DanDan Xu, Wei Zhao

Remote detection of trace explosives and hazardous chemicals has been an ongoing challenge and a critical issue in defense science, public safety, and counterterrorism. Raman spectroscopy, a form of inelastic scattering, acts as a "fingerprint" analysis method for substance identification with high confidence in the detection of chemicals based on their vibrational modes. Here, we present a portable stand-off time-gated Raman spectroscopy, which consists of a passive Q-switched pulsed laser, a designed gated ICMOS, a spectrometer, and a telescope, with an overall size of 476.5 × 321.5 × 219.3 mm and a weight of 23.2 kg, which is much more compact and portable than reported previously. To confirm the effectiveness of the designed portable time-gated Raman spectroscopy, detections at different working distances and various amounts of substances are carried out. High levels of Raman identification are acquired even for 0.1 mg at a 10-m distance. Furthermore, we simulate realistic encounters in a possible war-zone scenario by testing the system's ability to recognize urea samples on different substrates such as an aluminum plate, woodblock, cardboard, black cloth, and leaf; good characteristic recognition is shown.

痕量爆炸物和危险化学品的远程检测一直是国防科学、公共安全和反恐领域面临的挑战和关键问题。拉曼光谱是非弹性散射的一种形式,是一种物质识别的 "指纹 "分析方法,可根据化学物质的振动模式对其进行高置信度检测。在此,我们介绍了一种便携式隔离时间门控拉曼光谱,它由无源 Q 开关脉冲激光器、设计门控 ICMOS、光谱仪和望远镜组成,整体尺寸为 476.5 × 321.5 × 219.3 毫米,重量为 23.2 千克,比之前报道的更加紧凑便携。为了证实所设计的便携式时间门控拉曼光谱的有效性,我们在不同的工作距离和不同的物质含量下进行了检测。即使在 10 米距离内检测 0.1 毫克的物质,也能获得较高的拉曼识别率。此外,我们还模拟了可能发生的战区情况,测试了系统识别铝板、木板、纸板、黑布和树叶等不同基质上尿素样品的能力;结果表明识别特征良好。
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引用次数: 0
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Journal of Applied Spectroscopy
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