3.1. Average Monthly Depositional Rates and Atmospheric Concentrations of 7Be and 137Cs
The concentrations of 7Be and 137Cs, mass of the deposited dust, and surface area of the collectors were employed to determine the monthly depositional fluxes. Furthermore, the atmospheric radionuclide concentration (expressed in µBq m− 3) was evaluated by examining the radionuclide content present on the air filter, as well as the volume of air that had been sampled. The monthly atmospheric concentrations of 7Be and 137Cs were derived by computing the average daily concentrations. Subsequently, the mean deposition rates and atmospheric concentrations for the corresponding months throughout the two-year monitoring period were calculated. Although this approximation may introduce a broader range of estimates, it accommodates maximal variations in the factors that affect dust resuspension rates and deposition velocities. These factors include the incidence of dust storms and fluctuations in climatic conditions.
Figure 3 presents two panels. Panel A illustrates monthly variations in the deposition of 7Be and 137Cs alongside precipitation rates (the total monthly rainfall during the two-year study period; Aba et al. 2018). Significant agreement was observed between the trends of depositional flux for 7Be and 137Cs and the precipitation rates (Fig. 3(A)). The correlation coefficient for the depositional fluxes of 7Be and 137Cs exhibited a very strong positive relationship (r = 0.79, p < 0.05). Furthermore, very strong correlations were identified between the depositional fluxes of 7Be and 137Cs and the precipitation rates (r = 0.81, p < 0.05 and r = 0.84, p < 0.05, respectively). This indicates a similar mechanism governing the removal of suspended particles from the atmosphere.
Contrarily, a positive but insignificant correlation (r = 0.25, p = 0.43) was recognized between the atmospheric concentrations of 7Be and 137Cs, as highlighted in Fig. 3(B). The divergence in the distribution patterns of the two radionuclides can be attributed to their different sources and the unique characteristics of their movement and transport within the ecosystem, which are subject to influences from both local and long-range transport mechanisms. In this sequence, the residence time of the particles, the half-lives of the radionuclides, local movement, and long-range transport significantly influence the concentrations of radionuclides in ground-level air. Furthermore, a weak negative correlation (-0.24) was observed between the atmospheric concentration of 7Be and precipitation rates, as shown in Fig. 3(B). This result aligns with findings from diverse geographical regions. For example, elevated air concentrations of 7Be were detected in air filters at the CTBTO RN42 station in Malaysia during a period of low precipitation (Rashid and Zolkaffly 2021). Nevertheless, the correlation was insufficiently robust to the significance of the atmospheric 7Be washout process.
In contrast to the behavior of 7Be, a moderate correlation (r = 0.49, p = 0.11) was noted between the atmospheric concentration of 137Cs and the precipitation rates. The differential behavior is likely attributable to the distinct physical properties of the radioactive isotopes, especially their half-lives, which notably influence the potential for particle size growth. This finding is supported by our prior research (Ismaeel et al. 2020), in which the activity median aerodynamic diameter of 7Be was determined to be 0.463 µm. Additionally, a larger activity median aerodynamic diameter of 137Cs resuspension dust in Kuwait was calculated to be 1.43 µm, consistent with the range reported in Japan (1.5–1.6 µm) (Miyamoto et al. 2014). Moreover, studies conducted in Oak Ridge, Tennessee have shown that the particle size of 137Cs significantly increases over time, unlike that of 7Be, which does not exhibit such growth (Papastefanou 2008). Further discussion and elaboration are provided in the subsequent section.
3.2. Dust Particle Resuspension Rate
The movement and transportation of dust particles are influenced by their size (mass) and settling velocity. Eq. (3) was used to calculate the rates at which particles labeled with 7Be and 137Cs are resuspended. This equation establishes a relationship between the rate of resuspension and the velocity at which the particles settle, as presented in Fig. 4.
It is evident that the settling velocity significantly influences the rate of particle resuspension. As indicated in Fig. 4, the average resuspension factors for particles labeled with 7Be and 137Cs were found to be 3.76 x 10− 3 and 1.95 x 10− 6 m− 1 respectively. A notably lower resuspension factor (1.4 x 10− 10 m− 1) was documented for particles labeled with 137Cs from Chernobyl in Germany (Rosner and Winkler 2001). The same investigation revealed an even lower resuspension factor for the extremely long half-life of 239+240Pu (1.0 x 10− 11 m− 1). Additionally, Papastefanou et al. (1995) reported that, in Greece, the resuspension factor varied from 1 x 10− 5 to 1.2 x 10− 4 m− 1 for particles labeled with 137Cs and from 1.6 x 10− 4 to 4.2 x 10− 4 m− 1 for those labeled with 7Be. Conversely, Garland and Cambray (1988) observed a resuspension factor of 1.0 x 10− 4 m− 1 in the United Kingdom.
The settling velocity of particles labeled with 137Cs (2.2 ± 0.31 cm s− 1) is approximately 15 times greater than that of particles labeled with 7Be (0.15 ± 0.05 cm s− 1). Previously, elevated settling velocities were documented in Greece by Papastefanou et al. (1995), where the settling velocity for 137Cs ranged from 1.3 to 6.3 cm s− 1, while for 7Be, it varied from 0.3 to 0.8 cm s− 1. Consequently, particles labeled with 137Cs are removed from the atmosphere more efficiently than the finer particles labeled with 7Be. Kajino et al. (2022) validated this observation during a study of resuspension dust in Japan. The primary reason for this difference is likely linked to the physical properties of the radioactive isotopes, which in turn influence particle growth over time. While 7Be possesses a significantly shorter half-life of 53 days, 137Cs has a half-life of 30 years, providing particles labeled with 137Cs more opportunities to grow as they collide with smaller particles during wind-blown dust events. Although particles labeled with 7Be also undergo these collisions, their shorter half-life restricts their growth potential. As a result, particles labeled with 7Be tend to be smaller and lighter compared to those labeled with 137Cs, leading to a slower descent due to gravitational forces.
The differences in the sizes and settling velocities of particles labeled with ⁷Be and ¹³⁷Cs explain the dynamics of dust particle movement and transportation over both short and long distances. Particles labeled with ¹³⁷Cs are capable of traveling longer distances and increasing in size, whereas particles labeled with ⁷Be are likelier to be deposited locally and have a lower chance of forming larger particles through collisions. Based on our prior observations and our hypothesis regarding potential sources of ¹³⁷Cs, fallout from bomb tests and the Chernobyl accident likely traveled via prevailing north-westerly winds from Turkey, Syria, and the Iraqi desert before being deposited over Kuwait and the Arabian Gulf (Aba et al. 2016, 2018). The contrasting half-lives of ⁷Be (53 days) and ¹³⁷Cs (30 years) are critical when interpreting dust movement and resuspension rates. Due to its short half-life, ⁷Be primarily labels recently deposited dust particles, making it valuable for tracing short-term resuspension events. However, looking only at ⁷Be may lead to underestimations of the total resuspension rate, as natural samples likely contain a mix of particles labeled with radionuclides of varying half-lives. Older dust particles with longer-lived isotopes might also be resuspended, but they would not be detectable by ⁷Be due to its decay. Therefore, the resuspension rate derived solely from ⁷Be could be considered an apparent rate to signal the potential underestimation of the total resuspension.
The impact of land use on the resuspension rates of particles labeled with 137Cs and 7Be was clearly evident, as illustrated in Fig. (5). Notably, while land use had a negligible effect on the resuspension rates of particles labeled with 7Be, a noticeable effect was observed on those labeled with 137Cs. The resuspension rates for particles labeled with 137Cs varied across land used for different purposes, including urban, preserved, and agricultural areas, with rates ranging from 6.6 × 10− 9 s− 1 to 6.2 x 10− 8 s− 1 (Fig. 5). However, in the open desert at the Al-Salmy location, the resuspension rates fluctuated between 2.6 x 10− 8 s− 1 and a peak value of 2.35 × 10− 7 s− 1. It is noteworthy that the resuspension rates for particles labeled with 137Cs are considerably lower than those labeled with 7Be. Interestingly, dust particles carrying 137Cs were resuspended at a much lower rate than those with 7Be. This difference is mainly attributable to their size. While both of these radioactive elements are chemically reactive and attach to fine particles, 7Be decays much faster than 137Cs due to their different half-lives. This means that 137Cs has more time to accumulate on larger particles. As a result, 7Be-labeled particles are lighter and more easily resuspended by wind. Therefore, the significant difference in half-lives is the key factor in explaining the variation in resuspension rates observed between 7Be and 137Cs.
Consequently, particles labeled with 7Be are likelier to be freshly deposited on the surface of the topsoil, making them susceptible to resuspension soon after deposition. In contrast, particles labeled with 137Cs have a longer lifespan within the ecosystem and exhibit lower resuspension rates due to their migration into the deeper soil layers. This phenomenon was noticed on Bubiyan Island, where particles labeled with 137Cs were trapped in the muddy-silt surface soil, leading to minimal variation in resuspension rates, which ranged from 7.43 x 10− 9 to 1.86 x 10− 8 s− 1.
However, resuspension rates exhibit considerable variability depending on land uses and climatic factors, particularly in terms of the nature of the radionuclide-labeled particles. For instance, within the hyper-arid climate of Kuwait, the average resuspension rate for particles labeled with 137Cs was determined in this study to be 1.6 x 10− 6 ± 2.16 x 10− 7 s− 1. Conversely, in a subtropical climate in Japan (Kajino et al. 2022), the rate was measured as 3.0 x 10− 10 s− 1, and within a temperate, rainy climate in Germany (from 1997–1998), the rate (1.6 x 10− 6 s− 1) was consistent with that in Kuwait (Rosner and Winkler 2001). Notably, the recorded resuspension rate of particles labeled with 239+240Pu in Germany was significantly lower (1.17 x 10− 12 s− 1) than the rates reported in Nevada, USA, which ranged from 2.7 x 10− 12 to 4.8 x 10− 10 s− 1 in arid/semi-arid climates (Anspaugh et al. 1975).
Our findings highlight the interaction between radionuclide properties and climate in influencing dust resuspension. While radionuclide half-life affect particle size and settling (as discussed previously), climate plays a critical role, particularly in arid regions, such as Kuwait. Here, high wind speeds are a key driver of dust resuspension, significantly impacting resuspension rates. The aridity itself, characterized by low precipitation and scarce vegetation, further enhances the resuspension, even at lower wind speeds. The disruption of compacted soil by human activities, especially off-road vehicle driving, further intensifies this effect, as demonstrated in our previous study at the open desert site in Al-Salmy (Aba et al. 2018). In conclusion, climate classification, the specific characteristics of aged radionuclide-labeled particles, and prevailing climatic conditions collectively exert a significant influence on dust particle resuspension.
Our analysis suggests that both radionuclides might be employed to assess potential sites for future solar power projects. Nevertheless, different solar power technologies exhibit varying sensitivities to dust-related factors. As highlighted by AL-Rasheedi et al. (2020), dust deposition markedly reduces the performance ratio of photovoltaic (PV) systems. Conversely, concentrated solar power (CSP) systems are more vulnerable to dust resuspension, which significantly impacts direct normal irradiance (Abdulrahman et al. 2024). Consequently, the resuspension rate, as measured by 7Be, is a more suitable indicator for CSP efficiency. Moreover, our study underscores the influence of landscape characteristics on 137Cs-based dust resuspension rate estimation. This method could potentially provide valuable insights for evaluating PV sites as well.