TY - CONF A1 - Paul, Andrea T1 - Radicals and reactive species: Apllication of ESR-spectroscopy in environmental research T2 - Abteilungskolloquium CY - Berlin, Germany DA - 2009-02-23 PY - 2009 AN - OPUS4-19204 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Untersuchungen an gelöster organischer Materie aus dem Großen Schwarzen See T2 - Wissenschaftstagung des Landesumweltamtes Brandenburg CY - Angermünde, Germany DA - 2009-03-05 PY - 2009 AN - OPUS4-19205 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Jiang, J. A1 - Bauer, I. A1 - Paul, Andrea A1 - Kappler, A. T1 - Arsenic redox changes by microbially and chemically formed semiquinone radicals and hydroquinones in a humic substance model quinone N2 - Arsenic is a redox-active metalloid whose toxicity and mobility strongly depends on its oxidation state, with arsenite (As(III)) being more toxic and mobile than arsenate (As(V)). Humic substances (HS) are also redox-active and can potentially react with arsenic and change its redox state. In this study we show that semiquinone radicals produced during microbial or chemical reduction of a HS model quinone (AQDS, 9,10-anthraquinone-2,6-disulfonic acid) are strong oxidants. They oxidize arsenite to arsenate, thus decreasing As toxicity and mobility. This reaction depends strongly on pH with more arsenite (up to 67.3%) being oxidized at pH 11 compared to pH 7 (12.6% oxidation) and pH 3 (0.5% oxidation). In addition to As(III) oxidation by semiquinone radicals, hydroquinones that were also produced during quinone reduction reduced As(V) to As(III) at neutral and acidic pH values (less than 12%) but not at alkaline pH. In order to understand redox reactions between arsenite/arsenate and reduced/oxidized HS, we quantified the radical content in reduced quinone solutions and constructed Eh-pH diagrams that explain the observed redox reactions. The results from this study can be used to better predict the fate of arsenic in the environment and potentially explain the occurrence of oxidized As(V) in anoxic environments. KW - Natural organic-matter KW - Electron-acceptors KW - Reducing bacteria KW - Ferric iron KW - Reduction KW - Acid KW - Groundwater KW - Release KW - Kinetics KW - pH PY - 2009 DO - https://doi.org/10.1021/es803112a SN - 0013-936X SN - 1520-5851 VL - 43 IS - 10 SP - 3639 EP - 3645 PB - ACS Publ. CY - Washington, DC AN - OPUS4-19982 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Multivariate Verfahren zur Auswertung von (NIR-) Spektren T2 - Abteilungskolloquium, Institut für Physik, AG Photobiophysik, Humboldt Universität Berlin CY - Berlin, Germany DA - 2010-02-15 PY - 2010 AN - OPUS4-20945 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Roden, E. A1 - Kappler, A. A1 - Bauer, I. A1 - Jiang, J. A1 - Paul, Andrea A1 - Stoesser, R. A1 - Konishi, H. A1 - Xu, H. T1 - Extracellular electron transfer through microbial reduction of solid-phase humic substances KW - Natural organic-matter KW - Electron-acceptors KW - Reducing bacteria KW - Ferric iron KW - Reduction KW - Acid KW - Groundwater KW - Release KW - Kinetics KW - PH PY - 2010 DO - https://doi.org/10.1038/NGEO870 SN - 1752-0894 SN - 1752-0908 VL - 3 SP - 417 EP - 421 PB - Nature Publishing Group CY - London AN - OPUS4-22345 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Untersuchungen an Biokohle -ein multi-spektroskopischer Ansatz T2 - Colloquium, ATB Potsdam, CY - Potsdam, Germany DA - 2011-04-29 PY - 2011 AN - OPUS4-23663 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Schwingungsspektroskopische Untersuchungen - ein empfindliches Werkzeug zum Nachweis der selbstbeschleunigenden Zersetzung von organischen Peroxiden T2 - 5. Kolloquium Prozessanalytik 2009, Sartorius College CY - Göttingen, Germany DA - 2009-11-30 PY - 2009 AN - OPUS4-20677 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Effects of UV generated ROS from Humic Substances on aquatic Organism T2 - Workshop Peat and Humic Substances CY - Zittau, Germany DA - 2011-09-28 PY - 2011 AN - OPUS4-25155 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Entwicklung einer on-line tauglichen Methode zur Bestimmung von Methanol in Biodiesel (FAME) basierend auf NIR Spektroskopie T2 - 8. Kolloquium Prozessanalytik CY - Berlin, Germany DA - 2012-12-03 PY - 2012 AN - OPUS4-27648 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Maiwald, Michael A1 - Bremser, Wolfram A1 - Ostermann, Markus A1 - Paul, Andrea A1 - Zientek, Nicolai T1 - Wissen über die gesamte Prozesskette N2 - Um ressourcenschonend und sicher zu produzieren, ist es erforderlich, chemische Prozesse entlang der gesamten Wertschöpfungskette zu verfolgen. Prozessanalytik muss bereits bei den Rohstoffen einsetzen und sämtliche Schritte prüfen. Dies erfordert neue Methoden und verfeinerte Messtechnik. PY - 2013 DO - https://doi.org/10.1002/nadc.201390052 SN - 1439-9598 SN - 1521-3854 VL - 61 IS - 2 SP - 149 EP - 152 PB - Wiley-VCH Verl. CY - Weinheim AN - OPUS4-28268 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Multi-spectroscopic approach for the analysis of dissolution profiles of pharmaceuticals T2 - 9. Kolloquium Prozessanalytik CY - Ludwigshafen am Rhein, Germany DA - 2013-11-28 PY - 2013 N1 - Geburtsname von Batzdorf, Lisa: Tröbs, L. - Birth name of Batzdorf, Lisa: Tröbs, L. AN - OPUS4-29597 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Chemical and morphological changes in hydrochars derived from micro-crsytalline cellulose T2 - 9. Kolloquium Prozessanalytik CY - Berlin, Germany DA - 2013-11-28 PY - 2013 AN - OPUS4-29598 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Diakité, M. A1 - Paul, Andrea A1 - Jäger, Christian A1 - Pielert, J. A1 - Mumme, J. T1 - Chemical and morphological changes in hydrochars derived from microcrystalline cellulose and investigated by chromatographic, spectroscopic and adsorption techniques N2 - Hydrothermal carbonization (HTC) can be used for converting the biomass into a carbon-rich material, whose application as a fuel requires higher heating value, whereas soil amendment needs stable carbon. This work was focused on the characterization of hydrochars derived from microcrystalline cellulose. The chars were investigated using elemental analysis, Brunauer–Emmett–Teller technique, nuclear magnetic resonance spectroscopy, Raman, Fourier transform infrared, and electron spin resonance spectroscopy. Severity in temperature between 230 and 270 °C with reaction times between 2 and 10 h only affect the carbon content moderately. The results show that aromatization of HTC chars correlates well with temperature, which was further supported by the increase of organic radicals with decreasing g values at higher temperatures. Based on these results, the energetic use of chars favors mild HTC (T < 230 °C and t ≤ 6 h), while the soil amendement favors serve conditions (T ≥ 230 °C, and t > 6 h). KW - Hydrothermal carbonization KW - Hydrochar KW - Microcrystalline cellulose KW - NMR-spectroscopy KW - ATR-FTIR-spectroscopy PY - 2013 DO - https://doi.org/10.1016/j.biortech.2013.09.129 SN - 0960-8524 SN - 1873-2976 VL - 150 SP - 98 EP - 105 PB - Elsevier Ltd. CY - Barking, Essex AN - OPUS4-29824 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Paul, Andrea A1 - Liestmann, Zoe A1 - Zaenker, Steffen A1 - Vogel, Kristin A1 - Broszies, Tanja A1 - Ostermann, Markus T1 - How reliable is the X‐ray fluorescence‐based differentiation between glass wool and rock wool and the age classification of rock wool? N2 - AbstractA prerequisite for the recycling of mineral wool is information about the type of material, that is, whether it is glass wool or rock wool. As mineral wool produced before the year 2000 can be potentially carcinogenic, it is furthermore important to distinguish between “old” and “new” wool when handling the material. Based on VDI 3492, it is possible to determine the material and, in the case of rock wool, the age by analyzing the mass fractions of eight oxides, which are the main components of mineral wool. This study presents the X‐ray fluorescence (XRF) analyses of 141 man‐made mineral fibers collected in Germany. Only in a few cases it was not possible to clearly assign the material type. In contrast, the identification of “old” and “new” rock wool posed a challenge as there were many borderline samples. Based on the available data, a chemometric model was developed that can classify “old” and “new” RW with a sensitivity of 93% and 89% and with a specificity of 100% in both cases. However, care must be taken when oxide contents are close to the specification limits. The reason for this mainly lies in the overlapping intervals of key oxides as suggested by VDI 3492, and, to a lesser extent, in the uncertainties typically occurring in the XRF‐based analysis of oxides. With this study, a comprehensive collection and evaluation of XRF data on mineral wool is made available, which can serve as a reference database for future users. KW - Mineral wool KW - RFA KW - Multivariate data analysis KW - VDI 3492 PY - 2024 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-610285 DO - https://doi.org/10.1002/xrs.3451 SN - 1097-4539 SP - 1 EP - 11 PB - Wiley CY - New York, NY AN - OPUS4-61028 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Neamtu, M. A1 - Nadejde, C. A1 - Brinza, L. A1 - Dragos, O. A1 - Gherghel, D. A1 - Paul, Andrea T1 - Iron phthalocyanine-sensitized magnetic catalysts for BPA photodegradation N2 - The catalytic behavior of iron phthalocyanine (FePc)-sensitized magnetic nanocatalysts was evaluated for their application in the oxidative treatment of Bisphenol A (BPA) under mild environmental conditions. Two types of FePc (Fe(II)Pc and Fe(III)Pc), which are highly photosensitive compounds, were immobilized on the surface of functionalized magnetite. The nanomaterials were characterized by high resolution transmission electron microscopy (HR-TEM), X-ray difraction (XRD), Fourier transform infrared spectroscopy (FTIR) and thermogravimetric analyses (TGA). The generation of singlet Oxygen by nanomaterials was also investigated. In the presence of UVA light exposure (365nm) and 15mM H2O2, the M@Fe(III)Pc photocatalyst gave the best results; for a catalyst concentration of 2.0gL −1, around 60% BPA was removed after 120min of reaction. These experimental conditions were further tested under natural solar light exposure, for which also M@Fe(III)Pc exhibited enhanced oxidative catalytic activity, being able to remove 83% of BPA in solution. The water samples were less cytotoxic after treatment, this being confrmed by the MCF-7 cell viability assay. KW - Photosensitization KW - magnetic nanocatalysts KW - BPA removal PY - 2020 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-506368 DO - https://doi.org/10.1038/s41598-020-61980-6 VL - 10 IS - 1 SP - 5376 AN - OPUS4-50636 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Zhuang, Y. A1 - Spahr, S. A1 - Lutze, H.V. A1 - Reith, C.J. A1 - Hagemann, N. A1 - Paul, Andrea A1 - Haderlein, S.B. T1 - Persulfate activation by biochar and iron: Effect of chloride on formation of reactive species and transformation of N,N-diethyl-m-toluamide (DEET) N2 - Fenton-like processes using persulfate for oxidative water treatment and contaminant removal can be enhanced by the addition of redox-active biochar, which accelerates the reduction of Fe(III) to Fe(II) and increases the yield of reactive species that react with organic contaminants. However, available data on the formation of non-radical or radical species in the biochar/Fe(III)/persulfate system are inconsistent, which limits the evaluation of treatment efficiency and applicability in different water matrices. Based on competition kinetics calculations, we employed different scavengers and probe compounds to systematically evaluate the effect of chloride in presence of organic matter on the formation of major reactive species in the biochar/Fe(III)/persulfate system for the transformation of the model compound N,N‑diethyl-m-toluamide (DEET) at pH 2.5. We show that the transformation of methyl phenyl sulfoxide (PMSO) to methyl phenyl sulfone (PMSO2) cannot serve as a reliable indicator for Fe(IV), as previously suggested, because sulfate radicals also induce PMSO2 formation. Although the formation of Fe(IV) cannot be completely excluded, sulfate radicals were identified as the major reactive species in the biochar/Fe(III)/persulfate system in pure water. In the presence of dissolved organic matter, low chloride concentrations (0.1 mM) shifted the major reactive species likely to hydroxyl radicals. Higher chloride concentrations (1 mM), as present in a mining-impacted acidic surface water, resulted in the formation of another reactive species, possibly Cl2•−, and efficient DEET degradation. To tailor the application of this oxidation process, the water matrix must be considered as a decisive factor for reactive species formation and contaminant removal. KW - Water treatment KW - Organic contaminants KW - Fenton-like systems KW - Radicals KW - ESR PY - 2024 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-608677 DO - https://doi.org/10.1016/j.watres.2024.122267 SN - 0043-1354 VL - 265 SP - 1 EP - 8 PB - Elsevier Ltd. AN - OPUS4-60867 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Raman spectroscopy for online monitoring of a homogeneous hydroformylation process in microemulsion N2 - An important industrial reaction is hydro¬formylation for the production of aldehydes from alkenes and syngas on the basis of homogeneous catalysis. The main cost factors of the processes currently used are product selectivity and the loss of the catalysts used. Therefore, various concepts for the hydroformylation of long-chain olefins have been developed, including hydroformylation in microemulsions, which is being investigated on a mini-plant scale at the Technical University of Berlin [1]. In this study, online Raman spectroscopy of the reaction of 1-dodecene to 1-tri¬decanal in a microemulsion was performed [2]. First, an experimental design was used to obtain a good representation of the operating range in the mini plant with respect to the concentrations of five reactants in a laboratory setup [3]. Based on the Raman spectra, Partial Least Squares (PLS) models for the prediction of 1-dodecene and 1-tride-decanal were calibrated and with these the reactions were predicted on a laboratory scale. In the next step, the PLS models were applied to online spectra from a mini-plant. This resulted in promising estimates of 1-tridecanal and acceptable predictions of 1-dodecene mass fractions. The predictive power of PLS models in this particular case was limited by unexpected by-product formation which, however, can easily be compensated by an extended calibration. Hence, Raman spectroscopy is a promising technique for process analysis in microemulsions. T2 - EuroPACT2021 CY - Online meeting DA - 15.11.2021 KW - Raman KW - Process analytics KW - Inline measurement PY - 2021 AN - OPUS4-53767 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Classification of mineral wool by spectroscopic methods N2 - Mineral wools from demolition projects are currently disposed of in landfills. To reintroduce them into the material cycle, it is essential (i) to distinguish between glass wool (GW) and rock wool (RW), (ii) to detect foreign substances, and (iii) to assess the period of production (before/after 2000) to identify “old”, potentially carcinogenic wool. Both X-ray and NIR spectroscopic methods are being developed for this purpose and handheld (portable) devices are being tested for field application. To this end, more than 160 mineral wool samples were collected and examined. Since no reference information on the “material” or “age” was available for many samples, we characterized the elemental composition of the mineral wool using wavelength dispersive X-ray fluorescence spectroscopy (WDXRF). For this purpose, pellets and melt tablets were evaluated using a spectrometer-integrated semi-quantitative approach (Omnian). The resulting mass fractions of SiO2, Al2O3, CaO, MgO, K2O, Na2O, Fe2O3, and TiO2 could be used to distinguish between GW and RW and, in the case of RW, also whether it was “old” or “new” wool according to VDI guideline 3492. In some cases, however, ambiguous results were obtained in the material classification. Therefore, a principal component analysis (PCA) was performed enabling the identification of possible outliers and subgroups. Since the classification of “old” and “new” rock wool based on VDI 3492 yielded many unclear results, with the help of partial least squares discriminant analysis (PLS-DA), the classification was significantly improved [1]. WDXRF spectroscopy delivers accurate results, however, the spectrometers are not mobile and require time demanding sample preparation (pellets, melt tablets). Therefore, it was examined whether useful results could be achieved with portable energy dispersive (EDXRF) spectrometers. For this purpose, a portable EDXRF spectrometer (pXRF) was calibrated based on the WDXRF results. In general, oxides of the lighter elements (MgO and Na2O) could not be analyzed with EDXRF. Although prediction of oxide contents in melt tablets was successful by this approach, no reliable results could be obtained when predicting the oxide content of natural mineral wools. Attempts to perform calibration based on natural wools also failed. However, PCA of EDXRF spectra in the “Light” range was able to distinguish between GW and RW, even with “real-world” samples from so-called Bigbags [2], in which mineral wool in Germany is collected in recycling centers. In addition to XRF, a previous study has already demonstrated that at least the distinction between GW and RW can be performed using near-infrared spectroscopy (NIR) [3]. For this reason, measurements were also carried out with a handheld NIR device (pNIR) in parallel with the pXRF investigations. Using PLS-DA, it was possible to classify RW and GW using the handheld device with a sensitivity and specificity of 95% for 38 test samples, including wool from big bags. pNIR also remains sensitive when it comes to determining non-metallic “foreign materials.” For example, materials such as brick, plaster, concrete, and organic fibers could be detected by SIMCA as “non-mineral” wool with a specificity of 92% for 19 tested interferents [2]. Questions regarding the detection of metallic impurities based on EDXRF measurements are the subject of ongoing investigations. T2 - Doctoral Seminar of the Working Group Chemometrics & Quality Assurance CY - Hamburg, Germany DA - 10.09.2025 KW - Mineral wool KW - X-ray fluorescence KW - Data analyis PY - 2025 AN - OPUS4-64077 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - JOUR A1 - Zhuang, Yiling A1 - Haderlein, Stefan B. A1 - Lutze, Holger V. A1 - Sun, Chen A1 - Fink, Friedrich A1 - Paul, Andrea A1 - Spahr, Stephanie T1 - Persulfate activation by biochar for trace organic contaminant removal from urban stormwater N2 - Persistent and mobile trace organic contaminants (TrOCs) in urban stormwater are difficult to remove through sedimentation- or sorption-based treatment and pose a risk to aquatic ecosystems and drinking water supplies. We demonstrate that the chemical oxidant peroxydisulfate (PDS) can be activated by shrimp shell biochar at pH 7 to form reactive species that selectively react with widespread stormwater contaminants. Of 11 TrOCs tested, oxidative transformation was observed for 1,3-diphenylguanidine, 2-hydroxybenzothiazole, 1H-benzotriazole, 5-methyl-benzotriazole, and diuron during water treatment with biochar and PDS. Laboratory batch experiments conducted with street runoff and a synthetic water showed that the water matrix, containing up to 7.5 mg L-1 dissolved organic carbon and 100 mM chloride, had a minor effect on the formation of reactive species and contaminant transformation. Using a set of scavengers and probe compounds, we provide evidence for singlet oxygen (1O2) as the predominant reactive species in the biochar/PDS system, which is in agreement with the selectivity of the process to oxidize electron-rich organic contaminants. The results of our study inform new strategies for stormwater treatment using heterogeneous oxidation processes for the abatement of persistent and mobile organic contaminants. KW - Stormwater treatment KW - Oxidation processes KW - Pyrogenic carbon PY - 2025 UR - https://nbn-resolving.org/urn:nbn:de:kobv:b43-637952 DO - https://doi.org/10.1016/j.watres.2025.123921 SN - 0043-1354 VL - 284 SP - 1 EP - 8 PB - Elsevier Ltd. AN - OPUS4-63795 LA - eng AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER - TY - CONF A1 - Paul, Andrea T1 - Schnelle Identifizierung von Mineralwolle mittels Nah-Infrarot-Spektroskopie N2 - Künstliche Mineralfasern (KMF) werden weltweit in vielfältiger Weise als Dämmstoffe verwendet. Jährlich fallen in Deutschland ungefähr 20 Millionen Tonnen KMF an, die nach dem Abriss auf Deponien entsorgt werden müssen. Grundsätzlich besteht jedoch die Möglichkeit der Rückführung dieser Materialien in den Produktionsprozess. Dafür ist es notwendig, anfallende KMF sowohl nach Material (Glaswolle, Steinwolle) als auch nach Alter zu sortieren. Auf der Suche nach einer Methode, die es grundsätzlich gestattet eine schnelle Untersuchung vor Ort auf einer Baustelle durchzuführen, wurde die Nah-Infrarot (NIR) Spektroskopie unter Verwendung eines Prozessspektrometers mit Reflexionssonde getestet. Anhand von Laboruntersuchungen an 70 KMF Proben, die entweder betriebsneu waren oder bundesweit auf Baustellen gesammelt wurden, konnte eine NIR-basierte Methode zur Unterscheidung in Glas- und Steinwolle entwickelt werden. Mittels Partial Least Square Diskriminanzanalyse (PLS-DA) der NIR Spektren wurde basierend auf 40 zufällig ausgewählten Proben ein chemometrisches Modell kalibriert, das erfolgreich zur Klassifizierung der verbleibenden 30 Proben eingesetzt werden konnte. Unabhängig von Farbe, Dichte oder Alter der untersuchten KMF Proben war es möglich, eine 100% korrekte Zuordnung des Materials zu erzielen. Die nötigen Referenzwerte wurden unter Nutzung eines Röntgenfluoreszenzspektroskopischen Verfahrens über den Elementgehalt nach VDI 3492 ermittelt. Insgesamt ist der experimentelle Aufwand für die Durchführung und Auswertung der NIR Messungen gering und manifestiert sich vor allem in der Kalibrierphase, die in diesem Fall die Untersuchung von 8-fach aliquotierten Probestücken der 70 KMF umfasste. Nur bei deutlich feuchtem Material muss ein zusätzlicher Trocknungs-schritt berücksichtigt werden. Das vorgestellte Verfahren wurde nachfolgend zu einem Patent angemeldet. Untersuchungen zu einer weiteren Unterscheidung der KMF nach Alter sind geplant. T2 - 16. Kolloquium Prozessanalytik der GDCh & Dechema CY - Online meeting DA - 23.11.2020 KW - Mineralwolle KW - NIR KW - Chemometrie PY - 2020 AN - OPUS4-51731 LA - deu AD - Bundesanstalt fuer Materialforschung und -pruefung (BAM), Berlin, Germany ER -