Björn
Drobot
*a,
Robin
Steudtner
a,
Johannes
Raff
ab,
Gerhard
Geipel
a,
Vinzenz
Brendler
a and
Satoru
Tsushima
*a
aHelmholtz Zentrum Dresden Rossendorf, Institute of Resource Ecology, Bautzner Landstraße 400, 01328 Dresden, Germany. E-mail: b.drobot@hzdr.de; s.tsushima@hzdr.de
bHelmholtz Zentrum Dresden Rossendorf, Helmholtz Institute Freiberg for Resource Technology, Halsbrücker Straße 34, 09599 Freiberg, Germany
First published on 28th October 2014
This study of aqueous metal speciation is an advanced combination of theoretical and experimental methods. Continuous wave (CW) and time-resolved laser-induced fluorescence spectroscopy (TRLFS) data of uranyl(VI) hydrolysis were analyzed using parallel factor analysis (PARAFAC). Distribution patterns of five major species were thereby derived under a fixed uranyl concentration (10−5 M) over a wide pH range from 2 to 11. UV (180 nm to 370 nm) excitation spectra were extracted for individual species. Time-dependent density functional theory (TD-DFT) calculations revealed ligand excitation (water, hydroxo, oxo) in this region and ligand-to-metal charge transfer (LMCT) responsible for luminescence. Thus excitation in the UV region is extreme ligand sensitive and specific. Combining findings from PARAFAC and DFT the [UO2(H2O)5]2+ cation (aquo complex 1:0) and four hydroxo complexes (1:1, 3:5, 3:7 and 1:3) were identified. The methodological concept used here is applicable to luminescent metals in general and thus enables acquisition of refined structural and thermodynamical data of lanthanide and actinide complexation.
Uranyl(VI) hydrolysis is selected as an ideal system for a proof of concept. It is the elementary uranium aqueous ligand system and constitutes the basis for all more complex natural systems. The formation of oligomeric complexes makes uranyl(VI) hydrolysis one of the most diverse systems in aqueous heavy metal chemistry. Although uranyl(VI) speciation has been studied for decades a clear determination and complete understanding is still missing. The current general conception is represented by the updated thermochemical database (TDB) of the Nuclear Energy Agency (NEA).9 Recent studies prove there are still some open questions especially about polynuclear species.6,10
The major part of thermodynamic uranyl(VI) data is based on potentiometric or calorimetric titrations.11–13 For the acidic as well as for the alkaline pH range complementary spectroscopic methods like IR,14 EXAFS,15,16 Raman17 and NMR18 are applicable. For all of them relatively high concentrations up to several millimolar are required. This limits the use of these methods because of low uranyl(VI) solubility in the circumneutral pH range. Luminescence spectroscopic methods with their high sensitivity offer a solution for this problem. The detection limit depends on the experimental setup and quantum yield of the complexes and can reach the nanomolar level. Since luminescence spectra lack direct structural information their assignment to complexes is mainly based on comparison with a thermodynamic database.
Discrimination of several components in a single fluorescence signal is a challenging problem. In previous works, time as an additional dimension was used for uranyl(VI) spectra deconvolution.19–22 But due to the lack of unique analysis methods and different experimental setups results of deconvolution are often not consistent. Site selective excitation is another method to discriminate between luminescence spectra of individual species. It was successfully applied to Cm(III) and Eu(III) cryo spectroscopy.23,24 However, inhomogeneous broadening leads to a smearing of excitation spectra at room temperature and interpretation becomes difficult.
In this study an advanced combination of luminescence spectroscopic and theoretical methods is proposed and evaluated to get new insights into uranyl(VI) hydrolysis. Time-resolved laser-induced fluorescence spectroscopy (TRLFS) and continuous wave (CW) spectroscopic data are recorded for a wide pH range. Parallel factor analysis (PARAFAC),25,26 a generalization of two-dimensional principal component analysis (PCA) to higher orders, was used to extract detailed and consistent speciation information from spectroscopic data. Electronic absorption spectra were calculated using time-dependent density functional theory (TD-DFT). Comparison of theory and experiment provided spectra-to-complex correlation and also identification of the excitation origin in the UV region.
In the following section PARAFAC is illustrated using the example of TRLFS. Raw data were baseline corrected and normalized to a luminescence maximum of one before analysis to ensure equal weighting. Afterwards 2D data (emission wavelength versus time) from measurements at different pH values were stacked to a 3D data cube (Fig. 1, top). This data cube is a linear combination of individual cubes for respective chemical species (1 to f) and additional noise (Fig. 1, middle, adapted from Bro et al.31). Deconvolution with PARAFAC results in three matrices (A–C). The number of matrix columns equals the number of chemical species and the i-th column of each matrix represents the i-th species (Fig. 1, bottom). Therefore the fraction of the i-th chemical species within the data is explained by the vectors ai, bi and ci. Each of the matrices contains intrinsic characteristics of chemical species along particular parameters (here pH, emission wavelength, and time) providing direct access to species distribution, luminescence spectra and luminescence decays.
PARAFAC has already been implemented as the N-way Toolbox27 for the MATLAB software. Toolbox details can be found in literature31–33 and an excellent online tutorial is accessible.34 In this study PARAFAC was used for modelling uranyl(VI) hydrolysis data from TRLFS and CW spectroscopy and thus, chemical species correlate with uranyl(VI) complexes.
Unimodal (one maximum for speciation) and nonnegative (for luminescence spectra) constraints were used for the model as already implemented in the N-way Toolbox 3.31.27 Based on the Optimization Toolbox a monoexponential constraint for the fluorescence decay was additionally implemented. Spectra and lifetimes were normalized directly by the PARAFAC algorithm. All Toolboxes were used with Matlab R2013a.
Complex | Peak positions (nm) | Lifetime (μs) 25 °C | Lifetime (μs) 1 °C | Excitation maximum (nm) | Reference | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
UO22+ | 472 | 486 | 508 | 532 | 559 | 588 | 270 | CW spectroscopy | |||
472 | 486 | 509 | 533 | 560 | 590 | 4.5 | TRLFS 1 °C | ||||
471 | 486 | 508 | 532 | 559 | 589 | 0.8 | TRLFS 25 °C | ||||
470 | 488 | 509 | 533 | 559 | 588 | 2 | 19 | ||||
2.2 | 51 | ||||||||||
470 | 488 | 510 | 533 | 2.3 | 53 | ||||||
470 | 488 | 510 | 534 | 560 | 588 | 7.9 | 60 | ||||
489 | 510 | 535 | 560 | 1.7 | 62 | ||||||
488 | 509 | 534 | 560 | 0.9 | 63 | ||||||
478 | 488 | 510 | 533 | 1.55 | 64 | ||||||
473 | 488 | 510 | 534 | 560 | 587 | 1.9 | 65 | ||||
UO2OH+ | 481 | 495 | 517 | 541 | 567 | 596 | 285 | CW spectroscopy | |||
480 | 495 | 517 | 541 | 567 | 595 | 42.8 | TRLFS 1 °C | ||||
480 | 496 | 517 | 541 | 567 | 595 | 7.9 | TRLFS 25 °C | ||||
480 | 497 | 519 | 544 | 570 | 598 | 80 | 50 | ||||
39.3 | 51 | ||||||||||
33.8 | 52 | ||||||||||
496 | 518 | 542 | 566 | 32.8 | 62 | ||||||
494 | 515 | 538 | 564 | 10.5 | 64 | ||||||
8.3 | 66 | ||||||||||
(UO2)3(OH)5+ | 496 | 511 | 533 | 556 | 582 | 300 | CW spectroscopy | ||||
496 | 511 | 533 | 557 | 584 | 183 | TRLFS 1 °C | |||||
495 | 511 | 533 | 558 | 585 | 21.6 | TRLFS 25 °C | |||||
479 | 496 | 514 | 535 | 556 | 584 | 613 | 23 | 19 | |||
25.3 | 51 | ||||||||||
479 | 498 | 514 | 533 | 33.3 | 53 | ||||||
479 | 496 | 515 | 536 | 556 | 584 | 613 | 6.6 | 62 | |||
479 | 500 | 516 | 533 | 554 | 584 | 613 | 7 | 64 | |||
(UO2)3(OH)7− | 489 | 505 | 525 | 548 | 572 | 325 | CW spectroscopy | ||||
488 | 507 | 528 | 551 | 575 | 603 | 17.5 | TRLFS 1 °C | ||||
488 | 504 | 525 | 548 | 574 | 601 | 7.6 | TRLFS 25 °C | ||||
487 | 508 | 528 | 549 | 577 | 606 | 230 | 19 | ||||
487 | 503 | 523 | 547 | 574 | 606 | 10 | 62 | ||||
UO2(OH)3− | 498 | 518 | 539 | 562 | 587 | 270 | CW spectroscopy | ||||
482 | 499 | 519 | 540 | 563 | 4.2 | TRLFS 1 °C | |||||
482 | 501 | 522 | 544 | 569 | 1.4 | TRLFS 25 °C | |||||
482 | 499 | 519 | 543 | 567 | 594 | 0.8 | 19 | ||||
482 | 506 | 524 | 555 | 568 | 594 | 0.4 | 62 |
Fig. 2 Temperature effect (1 °C to 40 °C) on luminescence intensity (10−4 M U(VI), 10−2 M NaClO4, pH 2.5 excitation at 270 nm). Inset shows the relative quantum yield normalized to 20 °C value. |
Results from all three experimental series are compared with the thermodynamic speciation. Speciation calculation for 25 °C was performed with the EQ3/6 package47 using the most updated thermodynamic data from NEA TDB.9
Data matrices for distinct pH values were collected individually for each experimental setup. Deconvolution according to Fig. 1 (section Experimental) results in the output of three matrices (A–C) for each experimental series. Five complexes were found to consistently explain the models. Explained variance (>99%) as well as the core consistency diagnostics (>60%)32 support the five complexes model.
The columns of matrices A correlate with the luminescence distribution along the pH scale (Fig. 3). Since PARAFAC yields only the distribution of complexes but no information on stoichiometry and structures, we assigned the complexes in a way that it reproduces best the computed thermodynamic speciation. At pH around 5 to 6 both UO2OH+ (1:1) and (UO2)2(OH)22+ (2:2) may prevail, according to the speciation calculation. However, only one complex was found and tentatively assigned to 1:1 (see below for a more detailed discussion).
Fig. 3 Comparison of thermodynamic speciation (top left, 25 °C) with experimental distribution based on luminescence spectroscopy and PARAFAC deconvolution (10−5 M U(VI), 10−2 M NaClO4). |
The matrices B contain emission spectra of detected complexes. Spectra of different experiments (CW spectroscopy and TRLFS) were compared among themselves (Fig. 4) and found to be in good agreement. Each spectrum belongs to one complex in the pH distribution curves in Fig. 3. Thus the pH distributions combined with the shape of corresponding spectra clearly demonstrate the identity of extracted complexes within our three experiments.
Fig. 4 Luminescence spectra (normalized to maximum amplitude) of detected uranyl(VI) complexes from CW-spectroscopy (1 °C – green) and TRLFS (1 °C – orange; 25 °C – gray). |
The distribution patterns thus derived are very similar to those obtained from speciation modeling. Some minor complexes (colored gray in Fig. 3) could not be reproduced. Significant differences in quantum yields could explain this.48 Nevertheless a detailed and consistent uranyl(VI) speciation over a wide pH range under a fixed uranium concentration is characterized by luminescence spectroscopy for the first time. Peak positions obtained are listed in Table 1, together with literature values.
The third parameter differs for TRLFS (time) and CW spectroscopy (excitation wavelength). Thus columns of matrices C represent the luminescence decay for TRLFS and the excitation spectra for CW spectroscopy. As mentioned before a monoexponential restriction was used for PARAFAC with TRLFS data. Therefore extraction of standard deviation for lifetimes is not possible. Lifetimes for both 1 °C and 25 °C are given in Table 1. As expected the lifetimes increase with decreasing temperatures.12 Extracted lifetimes are often shorter than those described in the literatures. The difference can be attributed to the differences in ionic strength.49 For the complexes 1:1 (UO2OH+) and 2:2 ((UO2)2(OH)22+) reported lifetimes are contradictory. Longer lifetimes for the 1:1 complex (80 μs,50 39.4 μs,51 33.8 μs (ref. 52)) compared to those of the 2:2 complex (9 μs,50 13.4 μs,51 11.1 μs (ref. 52)) were listed. Kirishima et al. proposed the opposite, 11.3 μs for the 1:1 complex and 17.8 μs for the 2:2 complex.53 Because of the proposed similar shape of spectra (Moulin et al. and references therein19) this problem could not be solved here.
Excitation wavelength was used as the third parameter for the deconvolution of CW spectroscopic data. Site selective excitation of uranyl(VI) was previously rudimentarily performed in the fingerprint region54,55 shown in Fig. 5 (red sector). Theoretical studies were focused on the same region.56,57
Although differences in UV absorption below 370 nm were observed for several uranyl complexes, the common assumption is that this absorption is structureless and not specific.58 Therefore systematic studies on site selectivity of uranyl excitation are missing. Wang et al. have shown that the luminescence intensity of solid state uranyl compounds depends on excitation wavelength59 and Moulin et al. mentioned in 1998 that studies in this direction are in progress.19 The present study is focused on the wavelength range from 180 to 370 nm (blue sector in Fig. 5) to start systematic investigations on this field.
Differences in excitation spectra can easily be demonstrated with the sample from pH 5. At this pH mainly the uranyl(VI) aquo ion and the 1:1 complex (see pH distribution from CW spectroscopy in Fig. 3) should be present. Selected normalized luminescence spectra from raw data at this pH are shown in Fig. 6 (right side). These spectra are a superposition of pure spectra of the uranyl(VI) aquo ion and the 1:1 complex (see Fig. 4). The ratio of these two complexes differs depending on the excitation wavelength. This is caused by differences in excitation spectra of uranyl(VI) aquo ion and 1:1 complex.
Extracted emission spectra as well as pH distribution pattern from CW spectroscopy are consistent with those from TRLFS measurements. The structure of PARAFAC deconvolution implies that the columns of the third matrix are directly connected to the first two matrices. Therefore the extracted excitation spectra (Fig. 7) belong to the previous defined complexes. Excitation maxima shift from 270 nm (aquo ion) to 325 nm (3:7 complex) and thus, a remarkable difference of more than 50 nm is observed. It should be noted, that the resolution (5 nm with 10 nm bandwidth) of excitation wavelength allows an estimation of maxima with an accuracy of 5 nm.
A summary of all luminescence spectroscopic parameters from this work together with literature values is given in Table 1. The presented data of this study are within variation of previously published results. Different experimental conditions (ionic strength, temperature) as well as equipment setup limit the comparability of luminescence decay times.60,61
In order to examine whether the tentative assignment of the species is realistic, time-dependent DFT (TD-DFT) calculations were performed. TD-DFT was previously applied on actinide complexes to study UV-vis absorption spectra67 and X-ray absorption spectra.68,69
In the calculated spectra of pure water cluster ([(H2O)11]) and hydroxo ion cluster ([(OH)2(H2O)9]2−) strong absorption were found below 170 nm and 220 nm, respectively. Therefore calculated uranyl hydroxo absorption features below 220 nm do not contribute to luminescence and were excluded from the spectra. Hence, the term ‘excitation spectra’ is used for all calculated absorption spectra to avoid confusions in comparing experiment and calculation.
Large manifold of states between 200 nm and 300 nm creates overall broad excitation in the calculated excitation spectra of the uranyl(VI) aquo ion. Among them, there are four major peaks at 272 nm (excited state #7), 252 nm (#16), 232 nm (#33), and 219 nm (#39). Peak #7 occurs via electron transfer from the molecular orbital (MO) 47 to MO 51. The MO 47 consists mainly of oxygen 2p atomic orbital (AO) of coordinating water molecule, whereas MO 51 consists primarily of uranium 5fδ AO. Therefore the excitation #7 can be described as ligand-to-metal charge transfer (LMCT) state by electron transfer from coordinating water to uranium. Similarly, other excitation states (#16, #33, #39) occur also by water to U 5fδ/5fϕ charge transfer. In the calculated excitation spectra of the aquo ion there are four major states of similar origin. They are degenerate because of slightly different orientation of water-to-uranium coordination.
Two major features at around 300 nm and 250 nm dominate the calculated spectra of the 1:1 (UO2OH+) species. Both consist of superposition of several excitations. The former (which appears as a shoulder) consists mainly of the excited state #8 which originates from MO 47 to MO 51 transition. The two MOs consist primarily of O 2p from OH− ligand and U 5fδ/5fϕ, respectively. Therefore an OH− to U charge transfer is responsible for this shoulder. The strong excitation at around 250 nm consists essentially of excited state #18 (MO 45 to MO 50 transition) which represents ligand water to U charge transfer. Spectra shape and relative position (compared to uranyl(VI) aquo ion) show, that the experimental obtained lifetime around 8 μs is connected to the 1:1 but not the 2:2 complex (see ESI†).
In the calculated spectra of the 3:5 species there are three main excitation features at around 310 nm, 280 nm, and 240 nm. The first peak can be assigned to excitations from OOH MO to U MO. Both additional spectral features result from an analogous ligand-to-metal charge transfer from Ocentral and OH2O, respectively.
The presence and orientation of second shell waters significantly affect the calculated excitation spectra of negatively charged uranyl(VI) species. However, the orientation of such water is not at all obvious and requires input from molecular dynamics simulations.70–72 Therefore exclusively spectra of positively charged species are compared in Fig. 8 (complexes 1:3 and 3:7 not shown).
Fig. 8 Comparison of deconvoluted (from CW-spectroscopy) and calculated (TD-DFT) excitation spectra (normalized to area). |
Previously TD-DFT was used to study the photoexcitation of bare UO22+ ion73 as well as its coordination complexes.74–76 Generally the performance of TD-DFT method is rather poor in predicting the excitation energies of uranyl(VI) especially of higher excited states. This is presumably due to the neglect of double excitations in the scheme of single-determinant method. In the present investigation, in which the higher excited states are concerned, the TD-DFT method has an intrinsic limitation. Although absolute energy has a discrepancy in the order of several thousands of wavenumbers experimental excitation features are overall well reproduced by the TD-DFT calculations (Fig. 8). Since all excitation bands shown here are the LMCT states and do not involve the U–Oax bond, there is minimal effect of neglecting double excitations. Summarized, the calculated spectra reproduce the features of the corresponding experimental spectra very well and confirmed that the experimental excitation spectra truly belong to the assigned species (aquo, 1:1, and 3:5).
Deconvolution of strong overlapping excitation spectra is not straightforward. As before, PARAFAC has demonstrated its validity and robustness. Therefore the deconvolution of heavy metal luminescence data, based on differences in excitation, can be applied at room temperature. Individual excitation spectra of detected uranyl(VI) hydrolysis species were extracted for a UV range from 180 nm to 370 nm. This impressively demonstrates for the first time that excitation in this region is highly sensitive and specific. According to the TD-DFT calculations, excitation in this spectral range is due to ligand-to-metal charge transfer (LMCT) and the spectra features are ligand specific (water, hydroxo, oxo). Therefore even the shape of the uranyl(VI) excitation spectra is indicative of complex stoichiometry.
Luminescence decay is an excellent parameter to discriminate between several uranyl(VI) complexes. However, a correlation with structure is difficult and reported lifetimes are often inconsistent.60 Moreover the choice of the laser wavelength for TRLFS measurements can directly influence the results. A better discrimination of several uranyl(VI) compounds with accessible structural information might be achieved by the ‘site sensitive excitation’ here proposed. Therefore further elucidation of the thermodynamics of uranyl(VI) polynuclear species becomes possible.
This combination of experimental and theoretical methods can be applied for better understanding the speciation of luminescent metals in general. In addition to actinides (e.g. Np, U, Am, Cm) an application area is coordination chemistry of rare earth elements (e.g. Ce, Nd, Eu, Tb) which are of strategic importance for high-technology products world-wide.
Footnote |
† Electronic supplementary information (ESI) available: Calculated excitation spectra (including 2:2 complex) and atomic coordinates used for TD-DFT. See DOI: 10.1039/c4sc02022g |
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