Isotope-abundance variations and atomic weights of selected elements: 2016 (IUPAC Technical Report)
Abstract
There are 63 chemical elements that have two or more isotopes that are used to determine their standard atomic weights. The isotopic abundances and atomic weights of these elements can vary in normal materials due to physical and chemical fractionation processes (not due to radioactive decay). These variations are well known for 12 elements (hydrogen, lithium, boron, carbon, nitrogen, oxygen, magnesium, silicon, sulfur, chlorine, bromine, and thallium), and the standard atomic weight of each of these elements is given by IUPAC as an interval with lower and upper bounds. Graphical plots of selected materials and compounds of each of these elements have been published previously. Herein and at the URL http://dx.doi.org/10.5066/F7GF0RN2, we provide isotopic abundances, isotope-delta values, and atomic weights for each of the upper and lower bounds of these materials and compounds.
1 Introduction
Once in a while, a really big discovery is made in science, a discovery that affects all mankind. Such was the discovery of radioactivity by Becquerel [1] in 1896, which effected a paradigm shift in our view of matter. An outcome of this finding was that the spontaneous decay of atoms from one chemical element to another gives rise to the possibility that atoms of the same chemical element might have different atomic weights (also called relative atomic masses). In 1911, Soddy demonstrated that mesothorium 1 (228Ra) was chemically identical to radium [2], and he concluded that there were chemical elements having different atomic weights. Soddy coined the name “isotope” for these atoms of a chemical element having different atomic weights. Three years later, J. J. Thomson discovered that neon had isotopes with mass numbers 20 and 22 [3]. This discovery ushered in a new field in spectroscopy – the “spectroscopy of mass.”
The atomic weight of element E, Ar(E), in a material P is determined from the relation
where x(iE)P is the amount fraction of isotope iE in material P (also called the isotopic abundance or the mole fraction) and Ar(iE) is the relative atomic mass of isotope iE, where i is the mass number. The summation is over all stable isotopes of the element plus selected radioactive isotopes (having sufficiently long half-lives that characteristic terrestrial isotopic compositions can be determined, which enables a standard atomic weight to be determined) of the element. The atomic-mass values used to calculate the atomic-weight values given here derive from the 2012 Atomic Mass Evaluation [4].
In contrast to the atomic weight of an element in any given material, the standard atomic weight is a quantity that represents the atomic weight of an element in any normal material. By a normal material, the Commission on Isotopic Abundances and Atomic Weights means a material from a terrestrial source that satisfies the following criteria [5]:
“The material is a reasonably possible source for this element or its compounds in commerce, for industry or science; the material is not itself studied for some extraordinary anomaly and its isotopic composition has not been modified significantly in a geologically brief period.”
Because of variations in isotopic abundances in various sources of some chemical elements, the standard atomic weight must be given with larger uncertainty for these elements than the measured atomic weight in any given sample of that element.
The identification of variations in abundances of stable isotopes and their effect on atomic weights was recognized at the September 1951 meeting of the Commission on Atomic Weights of the International Union of Pure and Applied Chemistry (IUPAC) and an atomic-weight “range” was assigned to an element – 32.066±0.003 to sulfur [6]. By 1967, recognized variations in isotopic abundances caused the Commission to assign atomic-weight uncertainties to six elements (hydrogen, boron, carbon, oxygen, silicon, and sulfur) [7].
During the meeting of the Commission on Atomic Weights and Isotopic Abundances at the General Assembly of IUPAC in 1985 in Lyon, France, the Working Party on Natural Isotopic Fractionation (subsequently named the Subcommittee on Natural Isotopic Fractionation) was formed to investigate the effects of isotope-abundance variations of elements upon their standard atomic weights and atomic-weight uncertainties [8], [9]. The aims of the Subcommittee were to (1) identify elements for which the uncertainties of the standard atomic weights are larger than measurement uncertainties in materials of natural terrestrial origin because of isotope-abundance variations caused by physical and chemical fractionation processes (excluding variations caused by radioactivity), and (2) provide information about the range of atomic-weight variations in specific substances and chemical compounds of each of these elements. The Subcommittee’s reports [8], [9] compiled ranges of isotope-abundance variations and corresponding atomic weights in selected materials from peer-reviewed publications for twenty chemical elements (hydrogen, lithium, boron, carbon, nitrogen, oxygen, magnesium, silicon, sulfur, chlorine, calcium, chromium, iron, copper, zinc, molybdenum, palladium, tellurium, and thallium). Graphical plots were presented for 15 elements [8], [9]. Atomic weights calculated from published variations in isotopic abundances for some elements can span relatively large intervals. For example, the atomic weight of hydrogen in normal materials (its standard atomic weight) spans the interval from 1.007 84 to 1.008 11 [8], [9], [10], whereas the uncertainty of the atomic weight calculated from the best measurement of the isotopic abundance of hydrogen is ±0.000 000 05 [11], [12], which is approximately 5000 times smaller than the difference between the lower and higher bounds. The Subcommittee’s reports formed the basis of the Commission’s decision in 2009 to express the standard atomic weight of ten elements (hydrogen, lithium, boron, carbon, nitrogen, oxygen, silicon, sulfur, chlorine, and thallium) as intervals to indicate that standard atomic weights are not always constants of nature [13], [14]. In 2011, the Commission decided to express the standard atomic weights of two more elements (magnesium and bromine) as intervals [15].
The span of atomic-weight values in normal terrestrial materials is termed the interval. The interval [a, b] is the set of values x for which a≤x≤b, where b>a and where a and b are the lower and upper bounds, respectively [16]. Neither the lower nor upper bounds have any uncertainty associated with them; each is a considered decision by the Commission based on professional evaluation and judgment. Writing the standard atomic weight of hydrogen as “[1.007 84, 1.008 11]” indicates that its atomic weight in any normal material will be greater than or equal to 1.007 84 and will be less than or equal to 1.008 11. Thus, the atomic-weight interval is said to encompass atomic-weight values of all normal materials. The range of an interval is the difference between b and a, that is b–a [16]; thus, the range of the atomic-weight interval of hydrogen is calculated as 1.008 11–1.007 84=0.000 27. The interval designation does not imply any statistical distribution of atomic-weight values between the lower and upper bounds (e.g. the mean of a and b is not necessarily the most likely value) [13]). Similarly, the interval does not convey a simple statistical representation of uncertainty.
The lower bound of an atomic-weight interval is determined from the lowest atomic weight determined by the Commission’s review and evaluation of peer-reviewed literature, and this evaluation takes into account the uncertainty of the measurement result as well as the variation in isotopic abundance of natural materials. Commonly, isotope-delta measurements [17], [18], [19], [20] are the basis for the determination of the lower and upper atomic-weight bounds [8], [9]. The isotope delta is obtained from isotope-number ratio R(iE, jE)P
where N(iE)P and N(jE)P are the numbers of each isotope, and iE denotes the higher (superscript i) and jE the lower (superscript j) atomic mass number of chemical element E in substance P. The isotope-delta value (symbol δ), also called the relative isotope-ratio difference, is a differential measurement obtained from isotope-number ratios of substance P and a reference material, Ref.
A more convenient short-hand notation for the isotope-delta value is typically found in scientific publications; δ(iE, jE)P,Ref is shortened to δiERef or to δiE. For example, δ(13C, 12C)P,VPDB is shortened to either δ13CVPDB or δ13C [17], [20], where VPDB is the Vienna Peedee belemnite–LSVEC scale for carbon isotope-delta measurements [21]. Isotope-delta values are small numbers and therefore frequently presented in multiples of 10−3 or per mil (symbol ‰).
To match an isotope-delta scale of an element to an isotope-amount scale (both shown in Figs. 1–12), a substance is needed whose isotopic abundance is well known and whose isotope-delta value is also well known relative to the isotope-delta scale. Commonly this substance is an isotopic reference material that has served as the “best measurement” for determination of isotopic abundance [10]. For example, consider hydrogen, shown in Fig. 1. The x(2H) scale is matched to the δ2HVSMOW scale through measurement of the isotopic reference material VSMOW (Vienna Standard Mean Ocean Water) (Fig. 1), which has been assigned the consensus δ2HVSMOW value of zero [22]. The hydrogen isotope-number ratio of VSMOW, R(2H, 1H), has been measured by Hagemann et al. [12] and is 0.000 155 74(5). This measurement serves as the “best measurement” of a single terrestrial source [11]. VSMOW is the zero point on the hydrogen isotope-delta scale and therefore δ2HVSMOW=0. Figure 1 and Table 1 shows δ2HVSMOW values for 19 materials or substances. The material having the lowest measured 2H abundance is a natural gas sample from Kansas, USA (Fig. 1) [63], which has a δ2HVSMOW value of –836‰. For this sample, the amount fraction of 2H, x(2H), is 0.000 0255, and Ar(H) is 1.007 8507. The material having the highest measured 2H abundance is benzaldehyde reagent produced by toluene catalytic oxidation (Fig. 1) [10], which has a δ2HVSMOW value of +802‰. For this sample, the amount fraction of 2H, x(2H), is 0.000 2806, and Ar(H) is 1.008 1074. If material P is the normal material having the lowest atomic weight of element E, then
![Fig. 1:
Variation in isotopic composition and atomic weight of selected hydrogen-bearing materials (modified from [9], [13]). VSMOW is the Vienna Standard Mean Ocean Water–Standard Light Antarctic Precipitation scale [22]. Isotopic reference materials are designated by solid black circles. The δ2H scale and the 2H amount-fraction scale were matched using the data of Hagemann et al. [12]. The expanded uncertainty in matching the atomic-weight and 2H amount-fraction scales with the δ2H scale is equivalent to 0.3‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_018.jpg)
Variation in isotopic composition and atomic weight of selected hydrogen-bearing materials (modified from [9], [13]). VSMOW is the Vienna Standard Mean Ocean Water–Standard Light Antarctic Precipitation scale [22]. Isotopic reference materials are designated by solid black circles. The δ2H scale and the 2H amount-fraction scale were matched using the data of Hagemann et al. [12]. The expanded uncertainty in matching the atomic-weight and 2H amount-fraction scales with the δ2H scale is equivalent to 0.3‰.
![Fig. 2:
Variation in isotopic composition and atomic weight of selected lithium-bearing materials (modified from [9], [13]). LSVEC is a lithium carbonate isotopic reference material [8]. Isotopic reference materials are designated by solid black circles. The δ7Li scale and the 7Li amount-fraction scale were matched using the data of Qi et al. [23]. The expanded uncertainty in matching the atomic-weight and 7Li amount-fraction scales with the δ7Li scale is equivalent to 3‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_019.jpg)
Variation in isotopic composition and atomic weight of selected lithium-bearing materials (modified from [9], [13]). LSVEC is a lithium carbonate isotopic reference material [8]. Isotopic reference materials are designated by solid black circles. The δ7Li scale and the 7Li amount-fraction scale were matched using the data of Qi et al. [23]. The expanded uncertainty in matching the atomic-weight and 7Li amount-fraction scales with the δ7Li scale is equivalent to 3‰.
![Fig. 3:
Variation in isotopic composition and atomic weight of selected boron-bearing materials (modified from [9], [13]). SRM 951 is a boric acid isotopic reference material [8]. Isotopic reference materials are designated by solid black circles. The δ11B scale and 11B amount-fraction scale were matched using the data of Catanzaro et al. [24]. The expanded uncertainty in matching the atomic-weight and 11B amount-fraction scales with the δ11B scale is equivalent to 0.8‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_020.jpg)
Variation in isotopic composition and atomic weight of selected boron-bearing materials (modified from [9], [13]). SRM 951 is a boric acid isotopic reference material [8]. Isotopic reference materials are designated by solid black circles. The δ11B scale and 11B amount-fraction scale were matched using the data of Catanzaro et al. [24]. The expanded uncertainty in matching the atomic-weight and 11B amount-fraction scales with the δ11B scale is equivalent to 0.8‰.
![Fig. 4:
Variation in isotopic composition and atomic weight of selected carbon-bearing materials (modified from [9], [13]). VPDB is the Vienna Peedee belemnite–LSVEC isotope scale [19] Isotopic reference materials are designated by solid black circles. The δ13C scale and 13C amount-fraction scale were matched using the data of Chang and Li [25] The expanded uncertainty in matching the atomic-weight and 13C amount-fraction scales with the δ13C scale is equivalent to 2.5‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_021.jpg)
Variation in isotopic composition and atomic weight of selected carbon-bearing materials (modified from [9], [13]). VPDB is the Vienna Peedee belemnite–LSVEC isotope scale [19] Isotopic reference materials are designated by solid black circles. The δ13C scale and 13C amount-fraction scale were matched using the data of Chang and Li [25] The expanded uncertainty in matching the atomic-weight and 13C amount-fraction scales with the δ13C scale is equivalent to 2.5‰.
![Fig. 5:
Variation in isotopic composition and atomic weight of selected nitrogen-bearing materials (modified from [9], [13]). Isotopic reference materials are designated by solid black circles. The δ15NAir-N2 scale and 15N amount-fraction scale were matched using the data of Junk and Svec [26]. The expanded uncertainty in the atomic-weight and 15N amount-fraction scales with the δ15NAir-N2 scale is equivalent to 1.1‰. The δ15NAir-N2 value of –150‰ for NOx from a nitric acid plant is for a commercially available material that has been subjected to inadvertent isotopic fractionation [8] (see footnote m of the Table of Standard Atomic Weights 2011 [15]); thus, it is not included in the atomic-weight interval.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_022.jpg)
Variation in isotopic composition and atomic weight of selected nitrogen-bearing materials (modified from [9], [13]). Isotopic reference materials are designated by solid black circles. The δ15NAir-N2 scale and 15N amount-fraction scale were matched using the data of Junk and Svec [26]. The expanded uncertainty in the atomic-weight and 15N amount-fraction scales with the δ15NAir-N2 scale is equivalent to 1.1‰. The δ15NAir-N2 value of –150‰ for NOx from a nitric acid plant is for a commercially available material that has been subjected to inadvertent isotopic fractionation [8] (see footnote m of the Table of Standard Atomic Weights 2011 [15]); thus, it is not included in the atomic-weight interval.
![Fig. 6:
Variation in isotopic composition and atomic weight composition of selected oxygen-bearing materials (modified from [9], [13]). VSMOW is the Vienna Standard Mean Ocean Water–Standard Light Antarctic Precipitation scale [22] and VPDB is the Vienna Peedee belemnite–LSVEC isotope scale [21]. Isotopic reference materials are designated by solid black circles. The δ18OVSMOW scale and 18O amount-fraction scale were matched using the data of Li et al. [27] and Baertschi [28]. The expanded uncertainty in the atomic-weight and 18O amount-fraction scales with the δ18O scale is equivalent to 0.3‰. The δ18OVSMOW value of –229‰ for CO tank gas is for a commercially available material that has been subjected to inadvertent isotopic fractionation [8] (footnote m of the Table of Standard Atomic Weights 2011 [15]); thus, it is not included in the atomic-weight interval.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_023.jpg)
Variation in isotopic composition and atomic weight composition of selected oxygen-bearing materials (modified from [9], [13]). VSMOW is the Vienna Standard Mean Ocean Water–Standard Light Antarctic Precipitation scale [22] and VPDB is the Vienna Peedee belemnite–LSVEC isotope scale [21]. Isotopic reference materials are designated by solid black circles. The δ18OVSMOW scale and 18O amount-fraction scale were matched using the data of Li et al. [27] and Baertschi [28]. The expanded uncertainty in the atomic-weight and 18O amount-fraction scales with the δ18O scale is equivalent to 0.3‰. The δ18OVSMOW value of –229‰ for CO tank gas is for a commercially available material that has been subjected to inadvertent isotopic fractionation [8] (footnote m of the Table of Standard Atomic Weights 2011 [15]); thus, it is not included in the atomic-weight interval.
![Fig. 7:
Variation in isotopic composition and atomic weight of magnesium in selected magnesium-bearing materials (modified from [9], [15]. The δ26/24Mg measurements are expressed relative to the reference material DSM3 because many materials were measured relative to it [29]. However, DSM3 is not recommended as the international measurement standard for the δ26/24Mg scale because the supply is exhausted. The δ26/24Mg scale and 26Mg amount-fraction scales were matched using data from [29]. The expanded uncertainty in matching the atomic-weight and 26Mg amount-fraction scales with the δ26/24Mg scale is equivalent to 1.1‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_024.jpg)
Variation in isotopic composition and atomic weight of magnesium in selected magnesium-bearing materials (modified from [9], [15]. The δ26/24Mg measurements are expressed relative to the reference material DSM3 because many materials were measured relative to it [29]. However, DSM3 is not recommended as the international measurement standard for the δ26/24Mg scale because the supply is exhausted. The δ26/24Mg scale and 26Mg amount-fraction scales were matched using data from [29]. The expanded uncertainty in matching the atomic-weight and 26Mg amount-fraction scales with the δ26/24Mg scale is equivalent to 1.1‰.
![Fig. 8:
Variation in isotopic composition and atomic weight of selected silicon-bearing materials (modified from [9], [13]). The isotopic reference material NBS 28 is optical quartz [8]. Isotopic reference materials are designated by solid black circles. IRMM-018 and NBS 28 have almost identical isotopic abundances and overlap. The δ30Si scale (or δ30/28Si scale, for specification with two isotopes) and 30Si amount-fraction scale were matched using the data of De Bièvre et al. [30] and a δ30Si value for IRMM-017 of –1.3‰ relative to NBS 28 [8]. The expanded uncertainty in the atomic-weight and 30Si amount-fraction scales with the δ30Si scale is equivalent to 0.23‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_025.jpg)
Variation in isotopic composition and atomic weight of selected silicon-bearing materials (modified from [9], [13]). The isotopic reference material NBS 28 is optical quartz [8]. Isotopic reference materials are designated by solid black circles. IRMM-018 and NBS 28 have almost identical isotopic abundances and overlap. The δ30Si scale (or δ30/28Si scale, for specification with two isotopes) and 30Si amount-fraction scale were matched using the data of De Bièvre et al. [30] and a δ30Si value for IRMM-017 of –1.3‰ relative to NBS 28 [8]. The expanded uncertainty in the atomic-weight and 30Si amount-fraction scales with the δ30Si scale is equivalent to 0.23‰.
![Fig, 9:
Variation in isotopic composition and atomic weight of selected sulfur-bearing materials (modified from [9], [13]). VCDT is Vienna Cañon Diablo troilite [8]. Isotopic reference materials are designated by solid black circles. The δ34S scale (or δ34/32S scale, for completeness) and 34S amount-fraction scale were matched using the data of Ding et al. [31]. The expanded uncertainty in the atomic-weight and 34S amount-fraction scales with the δ34S scale is equivalent to 0.2‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_026.jpg)
Variation in isotopic composition and atomic weight of selected sulfur-bearing materials (modified from [9], [13]). VCDT is Vienna Cañon Diablo troilite [8]. Isotopic reference materials are designated by solid black circles. The δ34S scale (or δ34/32S scale, for completeness) and 34S amount-fraction scale were matched using the data of Ding et al. [31]. The expanded uncertainty in the atomic-weight and 34S amount-fraction scales with the δ34S scale is equivalent to 0.2‰.
![Fig. 10:
Variation in isotopic composition and atomic weight of selected chlorine-bearing materials (modified from [9], [13]). SMOC is Standard Mean Ocean Chloride [8]. Isotopic reference materials are designated by solid black circles. The δ37Cl scale and the 37Cl amount-fraction scale were matched using the data of Shields et al. [32] and Xiao et al. [33]. The expanded uncertainty in the atomic-weight and 37Cl amount-fraction scales with the δ37Cl scale is equivalent to 2.5‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_027.jpg)
Variation in isotopic composition and atomic weight of selected chlorine-bearing materials (modified from [9], [13]). SMOC is Standard Mean Ocean Chloride [8]. Isotopic reference materials are designated by solid black circles. The δ37Cl scale and the 37Cl amount-fraction scale were matched using the data of Shields et al. [32] and Xiao et al. [33]. The expanded uncertainty in the atomic-weight and 37Cl amount-fraction scales with the δ37Cl scale is equivalent to 2.5‰.
![Fig. 11:
Variation in isotopic composition and atomic weight of bromine in selected bromine-bearing materials (modified from [15]). SMOB is Standard Mean Ocean Bromide [20]. Isotopic reference materials are designated by solid black circles. The δ81Br scale and the 81Br amount-fraction scale were matched using data from [34], [35]. The expanded uncertainty in matching the atomic-weight and 81Br amount-fraction scales with the δ81Br scale is equivalent to 1.1‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_028.jpg)
Variation in isotopic composition and atomic weight of bromine in selected bromine-bearing materials (modified from [15]). SMOB is Standard Mean Ocean Bromide [20]. Isotopic reference materials are designated by solid black circles. The δ81Br scale and the 81Br amount-fraction scale were matched using data from [34], [35]. The expanded uncertainty in matching the atomic-weight and 81Br amount-fraction scales with the δ81Br scale is equivalent to 1.1‰.
![Fig. 12:
Variation in atomic weight with isotopic composition of selected thallium-bearing materials (modified from [9], [13]). The reference material SRM 997 is elemental thallium metal [8]. An isotopic reference material is designated by a solid black circle. The δ205Tl scale and the 205Tl amount-fraction scale were matched using the data of Dunstan et al. [36] and Rosman and Taylor [37]. The expanded uncertainty in the atomic-weight and 205Tl amount-fraction scales with the δ205Tl scale is equivalent to 0.4‰.](/document/doi/10.1515/pac-2016-0302/asset/graphic/j_pac-2016-0302_fig_029.jpg)
Variation in atomic weight with isotopic composition of selected thallium-bearing materials (modified from [9], [13]). The reference material SRM 997 is elemental thallium metal [8]. An isotopic reference material is designated by a solid black circle. The δ205Tl scale and the 205Tl amount-fraction scale were matched using the data of Dunstan et al. [36] and Rosman and Taylor [37]. The expanded uncertainty in the atomic-weight and 205Tl amount-fraction scales with the δ205Tl scale is equivalent to 0.4‰.
Hydrogen isotopic compositions of selected hydrogen-bearing materials.
| Substance | Minimum 103 δ2HVSMOW |
Maximum 103 δ2HVSMOW |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Water | ||||
| Sea water (deep) | –2.5 | [38] | +3.2 | [38] |
| Other (naturally occurring) | –495 | [39] | +129 | [40] |
| Fruit juice and wine | –43 | [41] | +47 | [42] |
| Silicates | ||||
| Pectolite | –429 | [43] | –281 | [43] |
| Other | –208 | [44] | +5 | [45] |
| Hydroxides | ||||
| Aluminum and iron | –220 | [46] | –8 | [47], [48] |
| Organic hydrogen | ||||
| Non-marine organisms | –237 | [49] | +66 | [50] |
| Marine organisms | –166 | [51] | –13 | [51] |
| Organic sediments | –103 | [52] | –59 | [53] |
| Coal | –162 | [54] | –65 | [55] |
| Crude oil | –163 | [51] | –80 | [51] |
| Ethanol (naturally occurring) | –272 | [56] | –200 | [56] |
| Reagents (synthetic) | –140 | [56] | +802 | [10] |
| Methane | ||||
| Atmospheric | –232 | [57] | –71 | [58] |
| Other (naturally occurring) | –531 | [53], [59] | –133 | [60] |
| Hydrogen gas | ||||
| Air | –136 | [61] | +180 | [62] |
| Other (naturally occurring) | –836 | [63] | –250 | [44] |
| Commercial tank gas | –813 | [8] | –56 | [8] |
| Automobile exhaust and industrial contamination | –690 | [62] | –147 | [62] |
[Values normalized such that the δ2HVSMOW of SLAP (Standard Light Antarctic Precipitation) is –428‰ exactly relative to VSMOW (Vienna Standard Mean Ocean Water).].
where U[Ar(E)]P is the combined uncertainty that incorporates the uncertainty in the measurement of the delta value of material P and the uncertainty in relating the delta-value scale to the isotope-amount fraction and atomic-weight scales. The latter is the uncertainty in relating an isotope-delta scale to an atomic-weight scale. In an equivalent manner, the upper bound for the highest atomic weight is
For each of the twelve elements having interval values of standard atomic weight, the Commission published a figure that displayed lower and upper bounds of isotope-delta values, isotopic abundances, and atomic weights in selected substances and materials (Figs. 1–12 [64]). The lower and upper bounds of the isotope-delta values of the selected substances and materials are compiled in Tables 1–12. A supplemental file [232] lists the atomic weight and the isotopic abundances for each isotope of each of the twelve elements for each substance and material shown in Figs. 1–12 and Tables 1–12. Many uses of atomic-weight data, such as for trade and commerce, need a value that is not an interval. For these purposes, the Commission provides conventional atomic-weight values [64], and the associated isotope-delta and isotope-amount-fraction values are listed in the supplemental file [232]. Additionally, the supplemental file lists the isotope-delta value and isotopic abundances of all stable isotopes corresponding to the lower and upper bounds of the standard atomic weights of the twelve elements discussed here. For the four elements with more than two stable isotopes, we assume mass-dependent isotopic fractionation when calculating isotopic abundances and atomic weights from isotope-delta values. For oxygen, R(17O, 16O)sample/R(17O, 16O)VSMOW=(R(18O, 16O)sample/R(18O, 16O)VSMOW)0.528, where the value 0.528 was determined by Meijer and Li [233]. For magnesium, R(25Mg, 24Mg)sample/R(25Mg, 24Mg)DSM3=(R(26Mg, 24Mg)sample/R(26Mg, 24Mg)DSM3)0.5; for silicon, R(29Si, 28Si)sample/R(29Si, 28Si)NBS28=(R(29Si, 28Si)sample/R(29Si, 28Si)NBS28)0.5; for sulfur, R(33S, 32S)sample/R(33S, 32S)NBS28=(R(34S, 32S)sample/R(34S, 32S)NBS28)0.5 and R(34S, 32S)sample/R(34S, 32S)NBS28= (R(36S, 32S)sample/R(36S, 32S)NBS28)0.5.
Lithium isotopic compositions of selected lithium-bearing materials.
| Substance | Minimum 103 δ7LiLSVEC |
Maximum 103 δ7LiLSVEC |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Marine sources | ||||
| Sea water | +32.4 | [65] | +33.9 | [66] |
| Hydrothermal fluids | +2.6 | [67] | +11 | [68] |
| Foraminifera and carbonate sediments | –10 | [69] | +42 | [69] |
| Brines and pore water | +1 | [70] | +56.3 | [65] |
| Non-marine sources | ||||
| Surface water | +15.5 | [71] | +34.4 | [66] |
| Ground and thermal water | –19 | [8] | +10 | [8] |
| Contaminated ground water | +10 | [8] | +354 | [8] |
| Lithium in rocks | ||||
| Basalt (unaltered) | +3.4 | [71] | +6.8 | [71] |
| Basalt (altered) | –2.1 | [71] | +13.5 | [72] |
| Rhyolite | –3.5 | [73] | –3.5 | [73] |
| Granite | 0 | [8] | +11.2 | [74] |
| Limestone | –3.5 | [73] | +33.5 | [69] |
| Phosphates | ||||
| LiAlFPO4 (amblygonite) | –13 | [75] | +7.4 | [76] |
| Silicates | ||||
| Spodumene | –12.6 | [75] | +11.8 | [8] |
| Lepidolite | –6.6 | [75] | +7.2 | [75] |
| Reagents | ||||
| 6Li depleted compounds | +434 | [77] | +3013 | [77] |
| Other reagents | –11 | [77] | +23 | [77] |
Boron isotopic composition of selected boron-bearing materials.
| Substance | Minimum 103 δ11BSRM951 |
Maximum 103 δ11BSRM951 |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Marine sources | ||||
| Sea water | +38.4 | [78] | +40.4 | [79] |
| Evaporated sea water | +36.5 | [78] | +58.5 | [80] |
| Hydrothermal fluids | +30.0 | [81] | +36.8 | [81] |
| Evaporite minerals | +18.2 | [82] | +31.7 | [82] |
| Carbonates (Skeletal parts and formations) | +4.0 | [83] | +32.2 | [83] |
| Non-marine sources | ||||
| Rain water | +0.8 | [84] | +35 | [84] |
| Brines, surface and ground waters | –21.3 | [85] | +59.2 | [78] |
| Hydrothermal fluids | –9.3 | [86] | +29.1 | [80] |
| Evaporite minerals | –31.3 | [87] | +7.3 | [88] |
| Igneous rocks | –17.0 | [89] | –1.7 | [81] |
| Metamorphic rocks | –34.2 | [90] | +22 | [91] |
| Sediments | –17 | [92] | +26.2 | [92] |
| Organic boron | –12 | [93] | +29.3 | [94] |
Carbon isotopic composition of selected carbon-bearing materials.
| Substance | Minimum 103 δ13CVPDB |
Maximum 103 δ13CVPDB |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Carbonate and bicarbonate | ||||
| Sea water | –0.8 | [95] | +2.2 | [95] |
| Other water | –37.1 | [96] | +37.5 | [97] |
| Metamorphic and igneous rock | –11.9 | [98] | +24.8 | [99] |
| Typical marine carbonate rock | –6 | [100] | +6 | [100] |
| Other carbonate | –64.5 | [101] | +21.1 | [101] |
| Carbon dioxide | ||||
| Air | –8.2 | [102] | –6.7 | [103] |
| Soil gas | –31.0 | [104] | +6.9 | [105] |
| Volcanic gas | –37 | [106] | +23 | [106] |
| Oil, gas, coal, and landfills | –37.6 | [107] | +28 | [108] |
| Commercial tank gas and reference materials | –54 | [8] | –28.76 | [109] |
| Oxalates | ||||
| Whewellite | –31.7 | [110] | +33.7 | [111] |
| Carbon monoxide | ||||
| Air | –31.5 | [112] | –22 | [113] |
| Organic carbon | ||||
| Land plants (C3 metabolic process) | –35 | [114] | –21 | [115] |
| Land plants (C4 metabolic process) | –16 | [115] | –9 | [115] |
| Land plants (CAM metabolic process) | –34 | [116] | –10 | [114] |
| Marine organisms | –74.3 | [117] | –2 | [118] |
| Marine sediments and compounds | –130.3 | [119] | +7 | [116] |
| Coal | –30 | [116] | –19 | [116] |
| Crude oil | –44 | [120] | –16.8 | [120] |
| Ethanol (naturally occurring) | –32 | [56] | –10.3 | [56] |
| Elemental carbon | ||||
| Graphite | –41 | [116] | +6.2 | [121] |
| Diamonds | –34.4 | [122] | +5 | [123] |
| Ethane | ||||
| Hydrocarbon gas | –55.6 | [124] | +6.6 | [125] |
| Methane | ||||
| Air | –50.6 | [126] | –39 | [127] |
| Marine and other sources | –109 | [128] | +12.7 | [125] |
| Fresh water sources | –86 | [129] | –50 | [128] |
| Commercial tank gas | –51 | [8] | –38 | [8] |
Nitrogen isotopic composition of selected nitrogen-bearing materials.
| Substance | Minimum 103 δ15NAir-N2 |
Maximum 103 δ15NAir-N2 |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Nitrate | ||||
| Air (aerosols and precipitation) | –16 | [130] | +18 | [131] |
| Sea water and estuaries | –6 | [132] | +20 | [133], [134] |
| Ground water and ice | –7 | [135] | +150 | [136] |
| Soil extracts | –23 | [137] | +46 | [138] |
| Desert salt deposits | –5 | [139] | +15 | [140] |
| Synthetic reagents and fertilizers | –23 | [141] | +15 | [142] |
| Nitrite | ||||
| Ground waters | –30 | [143] | +55 | [143] |
| Synthetic reagents | –80 | [8] | +4 | [8] |
| Nitrogen oxide gases | ||||
| N2O in air (troposphere) | 0 | [144] | +10 | [145] |
| N2O in sea water | +3 | [146] | +38 | [147] |
| N2O in ground water | –55 | [143] | +53 | [143] |
| NOx in air | –15 | [131] | +5 | [130] |
| NOx from nitric acid plant | –150 | [130] | ||
| Nitrogen gas | ||||
| Air | 0 | [148] | 0 | [148] |
| Ground waters | –3 | [149] | +5 | [150] |
| Volcanic gases and hot springs | –10 | [151] | +16 | [152] |
| Sedimentary basins | –49 | [153] | +46 | [154] |
| Commercial tank gas | –5 | [155] | +3 | [156] |
| Organic nitrogen | ||||
| Plants and animals | –49 | [137] | +31 | [137] |
| Marine particulate organic matter | –3 | [157] | +46 | [157] |
| Bituminous sediments, peat, and coal | –3 | [158] | +13 | [159] |
| Crude oil | +1 | [160] | +7 | [154], [160] |
| Soils | –29 | [137] | +38 | [161] |
| Synthetic reagents and fertilizers | –3 | [142] | +6 | [142] |
| Biological fertilizers | +3 | [142] | +15 | [142] |
| Nitrogen in rocks | ||||
| Metamorphic rocks | +1 | [162] | +17 | [163] |
| Igneous rocks | –36 | [164] | +31 | [165] |
| Diamonds | –37 | [164] | +14 | [164] |
| Ammonium | ||||
| Air (ammonia gas) | –15 | [130] | +28 | [131] |
| Air (aerosols and precipitation) | –14 | [166] | +14 | [167] |
| Sea water and estuaries | +2 | [168] | +42 | [169] |
| Soil extracts | –7 | [170] | +50 | [161] |
| Volcanic gas condensates | –31 | [171] | +13 | [158], [171] |
| Synthetic reagents and fertilizers | –5 | [142] | +11 | [172] |
Oxygen isotopic composition of selected oxygen-bearing materials.
| Substance | Minimum δ18O Value |
Maximum δ18O Value |
||
|---|---|---|---|---|
| δ18O | Reference | δ18O | Reference | |
| Oxygen gas | ||||
| Air | +23.8 | [173] | +23.8 | [173] |
| Water | ||||
| Sea water | –1 | [174] | +0.6 | [174] |
| Continental water | –62.8 | [175] | +31.3 | [40] |
| Fruit juice and wine | –4.4 | [41] | +15.3 | [176] |
| Carbon monoxide | ||||
| Air | –6.9 | [112] | +1.7 | [112] |
| Commercial tank gas | –229 | [8] | +7.6 | [8] |
| Carbon dioxide | ||||
| Air | +40 | [177] | +53.0 | [178] |
| Commercial tank gas | +3.9 | [179] | +22.2 | [109] |
| Carbonates | ||||
| Typical marine carbonate | +26 | [180] | +34 | [180] |
| Igneous (carbonatite) | –1.3 | [181] | +7.7 | [182] |
| Other carbonate | –20.5 | [183] | +36.4 | [184] |
| Nitrogen oxides | ||||
| N2O (air and water) | +20 | [185] | +109 | [147] |
| Nitrate (air and water) | –2.5 | [186] | +76 | [187] |
| Oxides | ||||
| Al and Fe oxides | –15.5 | [46] | +16 | [48] |
| Chert | +9.4 | [188] | +45 | [189] |
| Phosphates | ||||
| Skeletal parts | +6 | [190] | +26.7 | [191] |
| Phosphorite rocks | +8.6 | [192] | +25.1 | [193] |
| Silicates | –16.2 | [194] | +34.9 | [195] |
| Sulfates | ||||
| Air | –19 | [196] | +14.1 | [197] |
| Sea water | +9.3 | [198] | +9.6 | [198] |
| Other water | –19.8 | [199] | +23.2 | [200] |
| Minerals | –10.0 | [201] | +31.2 | [202], [203] |
| Plants and animals | ||||
| Cellulose, lipids, and tissue | –4.3 | [204] | +37.0 | [50] |
[Values normalized such that the δ18OVSMOW of SLAP (Standard Light Antarctic Precipitation) is –55.5‰ exactly relative to VSMOW (Vienna Standard Mean Ocean Water).]
Magnesium isotopic composition of selected magnesium-bearing materials.
| Substance | Minimum 103 δ26/24Mg |
Maximum 103 δ26/24Mg |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Water | ||||
| Sea water | –1 | [205] | –0.69 | [205] |
| Rivers and streams | –1.82 | [206] | –0.08 | [207] |
| Rain | –0.75 | [207] | –0.5 | [207] |
| Igneous and metamorphic rock | ||||
| Olivine | –3.01 | [208] | 1.03 | [208] |
| Others | –0.75 | [205] | 0.14 | [205] |
| Carbonates (biological and non-biological) | –5.57 | [209] | –1.04 | [209] |
| Organic matter | –3.55 | [205] | 0.73 | [207] |
| Elemental magnesium | –0.82 | [210] | 0.54 | [210] |
Silicon isotopic composition of selected silicon-bearing materials.
| Substance | Minimum 103 δ30SiNBS28 |
Maximum 103 δ30SiNBS28 |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Igneous rocks | –1.0 | [211] | +0.4 | [212] |
| Metamorphic rocks | –1.1 | [213] | +1.1 | [214] |
| Vein quartz and silicified rocks | –1.5 | [213] | +1.1 | [214] |
| Sedimentary rocks | ||||
| Quartz sandstones | –0.2 | [215] | +0.2 | [213] |
| Clay minerals | –2.6 | [211] | +1.5 | [211] |
| Sinter | –3.4 | [211] | +0.2 | [211] |
| Sea-floor hydrothermal siliceous precipitates | –3.1 | [216] | 0.0 | [213] |
| Other siliceous rocks | –0.8 | [213] | +3.4 | [217] |
| Dissolved silica | –0.4 | [211] | +3.4 | [217] |
| Biogenic silica | –3.7 | [211] | +2.5 | [211] |
| Elemental silicon | –1.3 | [8] | +0.5 | [8] |
Sulfur isotopic composition of selected sulfur-bearing materials.
| Substance | Minimum 103 δ34S |
Maximum 103 δ34S |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Sulfate | ||||
| Atmospheric | –30 | [8] | 30 | [8] |
| Surface water/ground water | –22 | [8] | 135 | [8] |
| Modern ocean | 20.7 | [8] | 21.3 | [8] |
| Mineral | –43 | [8] | –3 | [8] |
| Commercial | –3 | [8] | 30 | [8] |
| Sulfuric acid | –3 | [8] | 12 | [8] |
| Reagents | –34 | [8] | 26 | [8] |
| Sulfur dioxide | ||||
| Atmospheric | –39 | [8] | 33 | [8] |
| Reagents | 0.8 | [8] | 1.6 | [8] |
| Elemental sulfur | ||||
| Native | –30 | [8] | 16 | [8] |
| Commercial | –4 | [8] | 28 | [8] |
| Organic sulfur | ||||
| Soil | –31 | [8] | 31 | [8] |
| Vegetation | –33 | [8] | 32 | [8] |
| Animals | –10 | [8] | 21 | [8] |
| Fossil fuels | –11 | [8] | 28 | [8] |
| Reagents | 1 | [8] | 18 | [8] |
| Sulfide | ||||
| Atmospheric H2S | –21 | [8] | 20 | [8] |
| Thermogenic H2S | 0 | [8] | 30 | [8] |
| Surface water/ground water | –55 | [8] | 30 | [8] |
| Minerals | –54 | [8] | 70 | [8] |
| Reagent H2S | 1 | [8] | 23 | [8] |
| Other reagents | –33 | [8] | 23 | [8] |
Chlorine isotopic composition of selected chlorine-bearing materials.
| Substance | Minimum 103 δ37ClSMOC |
Maximum 103 δ37ClSMOC |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Chlorides | ||||
| Sea water | –0.15 | [218] | +0.94 | [33] |
| Ground, surface, pore, and oil formation waters | –7.7 | [219] | +2.94 | [220] |
| Hydrothermal fluid-inclusion water | –1.1 | [221] | +0.8 | [221] |
| Halite | –0.2 | [222] | +0.7 | [223] |
| Sylvite | –0.5 | [224] | +0.3 | [224] |
| Rock or sediments | +0.2 | [225] | +7.5 | [225] |
| Organic solvents | ||||
| CH3Cl | –6.0 | [226] | +4.0 | [227] |
| Other (trichloroethylene, and others) | –2.5 | [104] | +4.4 | [104] |
Bromine isotopic composition of selected bromine-bearing materials.
| Substance | Minimum 103 δ81BrSMOB |
Maximum 103 δ81BrSMOB |
||
|---|---|---|---|---|
| Value | Reference | Value | Reference | |
| Inorganic bromide | ||||
| Sea water | 0 | [34] | 0 | [34] |
| Saline waters and slat deposits | –0.8 | [228] | 3.35 | [228] |
| Organic compounds | –4.3 | [229] | 0.2 | [229] |
| Elemental bromine | –1.34 | [35] | 0.86 | [35] |
2 Hydrogen
Table 1 lists δ2HVSMOW values of the extremes of hydrogen-bearing substances and materials shown in Fig. 1.
3 Lithium
Table 2 lists δ7LiLSVEC values of the extremes of lithium-bearing substances and materials shown in Fig. 2, where LSVEC is the lithium carbonate isotopic reference material whose δ7LiLSVEC value is zero by consensus [20].
4 Boron
Table 3 lists δ11BSRM951 values of the extremes of boron-bearing substances and materials shown in Fig. 3, where SRM 951 is the boric acid isotopic reference materials whose δ11BSRM951 value is zero by consensus [20].
5 Carbon
Table 4 lists δ13CVPDB values of the extremes of carbon-bearing substances and materials shown in Fig. 4, where VPDB signifies the Vienna Peedee belemnite scale by assigning a δ13CVPDB value of +1.95‰ to NBS 19 calcium carbonate by international consensus [124], [234].
6 Nitrogen
Table 5 lists δ15NAir-N2 values of the extremes of nitrogen-bearing substances and materials shown in Fig. 5, where the subscript Air-N2 signifies the isotopic reference material atmospheric nitrogen, which has a δ15NAir-N2 value of zero.
7 Oxygen
Table 6 lists δ18OVSMOW values of the extremes of oxygen-bearing substances and materials shown in Fig. 6.
8 Magnesium
Table 7 lists δ26/24MgDSM3 values of the extremes of magnesium-bearing substances and materials shown in Fig. 7 relative to the isotopic reference material DSM3 [20].
9 Silicon
Table 8 lists δ30SiNBS28 values of the extremes of silicon-bearing substances and materials shown in Fig. 8, where the subscript NBS28 signifies the isotopic reference material NBS 28 silica sand, which has a δ30SiNBS28 value of zero.
10 Sulfur
Table 9 lists δ34SVCDT values of the extremes of sulfur-bearing substances and materials shown in Fig. 9, where VCDT is Vienna Cañon Diablo troilite [8], which is assigned a δ34SVCDT value of zero.
11 Chlorine
Table 10 lists δ37ClSMOC values of the extremes of chlorine-bearing substances and materials shown in Fig. 10, where SMOC is Standard Mean Ocean Chloride [20].
12 Bromine
Table 11 lists δ81BrSMOB values of the extremes of bromine-bearing substances and materials shown in Fig. 11, where SMOB is Standard Mean Ocean Bromide [20].
13 Thallium
Table 12 lists δ205TlSRM997 values of the extremes of thallium-bearing substances and materials shown in Fig. 12, where the subscript SRM997 is the elemental thallium standard reference material SRM 997.
Membership of the sponsoring body
Membership of the IUPAC Inorganic Chemistry Division Committee for the period 2014–2015 was as follows:
President: J. Reedijk (Netherlands); Secretary: M. Leskelä (Finland); Vice President: L. R. Öhrström (Sweden); Past President: R. D. Loss; Titular Members: T. Ding (China); M. Drábik (Slovakia); E. Y. Tshuva (Israel); D. Rabinovich (USA); T. Walczyk (Republic of Singapore); M. E. Wieser (Canada); Associate Members: J. Buchweishaija (Tanzania); J. Garcia-Martinez (Spain); P. Karen (Norway); A. Kilic (Turkey); K. Sakai (Japan); R.-N. Vannier (France); National Representatives: F. Abdul Aziz (Malaysia); L. Armelao (Italy); A. Badshah (Pakistan); V. Chandrasekhar (India); J. Galamba Correia (Portugal); S. Kalmykov (Russia); L. Meesuk (Thailand); S. Mathur (Germany); B. Prugovecki (Croatia); N. Trendafilova (Bulgaria).
Membership of the IUPAC Commission on Isotopic Abundances and Atomic Weights for the period 2014–2015 was as follows:
Chair: J. Meija (Canada); Secretary: T. Prohaska (Austria); Titular Members: W. A. Brand (Germany); M. Gröning (Austria); R. Schönberg (Germany); X.-K. Zhu (China); Associate Members: T. Hirata (Japan); J. Irrgeher (Austria); J. Vogl (Germany); National Representatives: P. De Bièvre (Belgium); T. B. Coplen (USA); Ex-officio member: J. Reedijk (Netherlands).
Article note
Sponsoring body: IUPAC Inorganic Chemistry Division Committee: see more details on page 1219. This article is a U.S. Government work and is in the public domain in the USA.
Acknowledgments
We thank Dr. Juris Meija (National Research Council Canada, Ottawa, Canada) and Prof. B. Brynn Hibbert (University of New South Wales, Sydney, Australia) for their valuable suggestions that improved this manuscript. The support of the U.S. Geological Survey National Research Program made this report possible. The following IUPAC projects contributed to this Technical Report: 2011-040-2-200, 2015-030-2-200, and 2011-027-1-200.
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Artikel in diesem Heft
- Frontmatter
- In this issue
- Editorial
- Research Papers from the 16th International Conference on Polymers and Organic Chemistry (POC-16)
- Conference papers
- Influence of the chemical structure of cross-linking agents on properties of thermally reversible networks
- Polyethylene glycol oligomers as siloxane modificators in consolidation of carbonate stones
- N-alkyl-2-(1,2-diferrocenylvinyl)-4,5-dihydrooxazolinium salts, multi-component synthesis and breaking of their heterocyclic systems
- Sorption properties of Amberlite XAD 7 functionalized with sodium β-glycerophosphate
- An environmental application of functionalized chitosan: enhancement of the separation of the solid and liquid fractions of digestate from anaerobic digestion
- Removal of triazine-based herbicides on specific polymeric sorbent: batch studies
- Removal of triazine-based herbicides on specific polymeric sorbent: fixed bed column studies
- Synthesis, characterization and enzymatic degradation of copolymers of ε-caprolactone and hydroxy-fatty acids
- IUPAC Technical Report
- Isotope-abundance variations and atomic weights of selected elements: 2016 (IUPAC Technical Report)
- IUPAC Recommendations
- Names and symbols of the elements with atomic numbers 113, 115, 117 and 118 (IUPAC Recommendations 2016)
Artikel in diesem Heft
- Frontmatter
- In this issue
- Editorial
- Research Papers from the 16th International Conference on Polymers and Organic Chemistry (POC-16)
- Conference papers
- Influence of the chemical structure of cross-linking agents on properties of thermally reversible networks
- Polyethylene glycol oligomers as siloxane modificators in consolidation of carbonate stones
- N-alkyl-2-(1,2-diferrocenylvinyl)-4,5-dihydrooxazolinium salts, multi-component synthesis and breaking of their heterocyclic systems
- Sorption properties of Amberlite XAD 7 functionalized with sodium β-glycerophosphate
- An environmental application of functionalized chitosan: enhancement of the separation of the solid and liquid fractions of digestate from anaerobic digestion
- Removal of triazine-based herbicides on specific polymeric sorbent: batch studies
- Removal of triazine-based herbicides on specific polymeric sorbent: fixed bed column studies
- Synthesis, characterization and enzymatic degradation of copolymers of ε-caprolactone and hydroxy-fatty acids
- IUPAC Technical Report
- Isotope-abundance variations and atomic weights of selected elements: 2016 (IUPAC Technical Report)
- IUPAC Recommendations
- Names and symbols of the elements with atomic numbers 113, 115, 117 and 118 (IUPAC Recommendations 2016)