Abstract
In 2014, we measured activity concentration of radiocesium in the western North Pacific Ocean. In the north of Kuroshio Front high activity concentration of Fukushima-derived radiocesium in surface mixed layer in 2012 had been transported eastward by 2014. In the south of the front we found a radiocesium subsurface maximum in 200–600 m depth, which was similar to that observed in 2012. The subsurface maximum spread southward from 18°N to 15°N between 2012 and 2014, which suggests spreading of Fukushima-derived radiocesium into the whole western subtropical area by 2014 due to formation and subduction of the subtropical mode water.
Electronic supplementary material
The online version of this article (doi:10.1007/s10967-016-5055-3) contains supplementary material, which is available to authorized users.
Keywords: Fukushima Dai-ichi nuclear power plant accident, Radiocesium, North Pacific Ocean
Introduction
The massive Tohoku earthquake and consequent giant tsunamis on 11 March 2011 resulted in serious damage to the Fukushima Dai-ichi nuclear power plant (FNPP1) in eastern Japan [1]. Radiocesium (134Cs and 137Cs) released from the damaged FNPP1 caused radioactive contamination of the islands of Japan and the North Pacific Ocean mostly in March and April 2011 [2]. Measurements of 134Cs and 137Cs activity concentrations in soil collected in Japan revealed that (1) the activities of 134Cs and 137Cs released from FNPP1 were equivalent at a 1:1 ratio approximately [3] and (2) the total deposition of 134Cs (or 137Cs) on the land was 2.4 PBq (1015 Bq) [4]. On the other hand, the total deposition of 134Cs (or 137Cs) in the ocean had been estimated widely to be 9–37 PBq because of limited data obtained in the ocean [4–12]. In a recent study, observational data in surface water from commercial ships between April and June 2011 revealed that Fukushima-derived radiocesium deposited mainly in the north of the Kuroshio Front (30°N–35°N approximately), namely the subarctic area and a transition zone between the subarctic and subtropical areas [13]. Then the total deposition of 134Cs (or 137Cs) on the North Pacific was calculated more narrowly to be 12–15 PBq [14–16], suggesting more than 80 % of the atmospheric-released radiocesium was deposited on the North Pacific Ocean. 134Cs (or 137Cs) was also discharged directly into the ocean due to leakage of contaminated water from FNPP1 mainly in April 2011, which was estimated to be 2–6 PBq [1, 6, 8, 17–19]. However, temporal or spatial extrapolation in the calculation resulted in a larger amount of 134Cs (or 137Cs) from 11 to 27 PBq [20–22]. The smaller amount of directly-discharged radiocesium indicates that the total amount of Fukushima-derived 134Cs (or 137Cs) in the North Pacific Ocean was 14–21 PBq.
Radiocesium was also released into the open ocean before the FNPP1 accident by atmospheric nuclear weapons testing mainly in the 1950s and 1960s, nuclear fuel reprocessing mainly in the 1980s [23], and the Chernobyl accident in 1986. In the North Pacific Ocean the major source of radiocesium was atmospheric deposition due to the nuclear weapons testing [24]. The bomb-derived 137Cs deposited on the North Pacific was still there before the FNPP1 accident (1.0–2.5 Bq m−3 in surface seawater in the 2000s) [25] because its half-life is long, 30.17 y. In addition measurement of 137Cs in the North Pacific Ocean before the FNPP1 accident revealed that the bomb-derived 137Cs has been accumulated in the mid latitude, subtropical area [26]. After the accident, the Fukushima-derived 137Cs was added to the bomb-derived 137Cs, which was estimated to be about 30 % of the bomb-derived 137Cs [14]. In contrast, the 134Cs released before the accident had disappeared, because its half-life is only 2.06 y. Therefore 134Cs is a unique tracer for the FNPP1 accident and employed in this study in order to discuss temporal and spatial changes in the Fukushima-derived radiocesium.
Fukushima-derived 134Cs directly-discharged and atmospheric-deposited in the North Pacific Ocean was transported eastward along surface currents. In summer 2012, about one and half years after the accident, a water mass with high activity concentration of 134Cs (>5 Bq m−3) due to the direct discharge from FNPP1 (37.4°N/141°E) and deposition closed to it was observed in the central North Pacific around 165°E–170°W between 40°N and 50°N in surface seawater [27]. This high-134Cs surface water then shifted northward gradually and reached to stations in the Gulf of Alaskan in summer 2014 [28, 29]. A zonal eastward speed of this radioactive water mass was estimated to be about 4–8 cm s−1 [30].
In the south of the Kuroshio Front, namely the subtropical area, the activity concentration of 134Cs in surface water was lower than that in the north of the front (the transition zone and subarctic area), where the Fukushima-derived radiocesium was discharged and deposited, because the Kuroshio Front restricted surface water exchange across it [27]. In the western subtropical region, however, subsurface maxima of 134Cs (>10 Bq m−3) in approximately 200–600 m depth had been observed since about 10 months after the accident [29–33]. The subsurface layer of the 134Cs maxima correspond to density layers of subtropical mode water (STMW) [34] and central mode water (CMW) [35] in the North Pacific Ocean. Therefore it was concluded that the Fukushima-derived 134Cs was not only transported eastward in surface but also conveyed southward through subsurface due to formation and subduction of the mode waters.
Potential water density anomaly, σ θ (kg m−3) defined by [potential water density—1000] of STWM ranges about 25.0–25.6 kg m−3. STMW is formed in just south of the Kuroshio/Kuroshio Extension current in the mid-winter due to severe cooling by cold monsoon wind and then transported southward through subsurface [36]. Therefore the main source of 134Cs observed in the STMW density was probably 134Cs deposited on the formation area just after the accident, in late March 2011. The total inventory of 134Cs decay-corrected to the accident date in STWM in 2012 was estimated to be about 4 PBq [33], which is 20–30 % of the total amount of 134Cs released in the North Pacific Ocean (14–21 PBq). CMW is denser than STMW (σ θ = 26.0–26.6 kg m−3) and formed in the north of the Kuroshio Front [35]. However, mechanism of 134Cs entrainment into the CMW density is not clear because specific formation process of CMW has not been revealed yet. In addition, the total inventory of 134Cs in CMW is still unknown because the observational data are insufficient.
In 2014 we measured vertical profiles of radiocesium at 14 stations in the western North Pacific Ocean from the subarctic to subtropical areas (41°N–15°N) and discussed its temporal change between 2012 and 2014. As mentioned above temporal change in the Fukushima-derived radiocesium in surface layer in the north of Kuroshio Front has been roughly elucidated because there is enough data in surface water and the surface currents system in the North Pacific has been well understood. However, its temporal change in the mode waters in subsurface layer is still unknown due to limited number of vertical profile data. We compiled radiocesium data from this study and previous works and synthesized spreading of the Fukushima-derived radiocesium in the North Pacific Ocean by 2014.
Experimental
Samples
Seawater samples for radiocesium measurements were collected at 16 stations between March and December 2014 during research cruises of KH14-01, OS-269, KS14-07, KH14-02, KY14-09, MR14-04, and KH14-06 in the western North Pacific Ocean (Fig. 1). Volume of seawater for each sample was about 20 or 40 l. Surface seawater was collected using a bucket, a 12 l niskin bottle (Model 1010X NISKIN-X, General Oceanics Inc.), or a pump for surface water from about several meter depth from surface. At 11 of all the 16 stations, seawater samples from deep layers (−800 m depth) were collected using the niskin bottles equipped to a carousel multi sampling system with sensors (Model SBE 9 plus/11 plus, Seabird Electronics Inc.) which measures conductivity (salinity), temperature, and depth. At three stations during the KH14-06 cruise the deep seawater was collected using a large volume water sampling system (LVWSS). LVWSS is equipped with four of 250 l sampling bottles, sensors, acoustic unit, and battery unit (model N12-1000, Nichiyu-Giken-Kohgyo Co. Ltd.). The seawater samples from the KH14-06 cruise were filtered using a polypropylene wound cartridge filter on board while those from the other cruises were not filtered. Ramzaev et al. [37] reported that radiocesium activity concentration in suspended particles was negligible relative to that in seawater in the western North Pacific even in 2012. Therefore we assume that activity determined in this study is derived from dissolved radiocesium in the solvent (seawater). All the samples were acidified by adding concentrated nitric acid.
Measurements
After the cruises, radiocesium in the seawater sample was concentrated onto ammonium phosphomolybdate (AMP) for measurement of gamma-ray activity [38] in onshore laboratories of the Mutsu Institute for Oceanography at the Japan Agency for Marine-Earth Science and Technology (MIO/JAMSTEC), General Environmental Technos Co., Ltd., or Nihon University (NU). The radiocesium activity in the AMP/Cs compounds was measured using low-background Ge-detectors in Ogoya underground laboratory of the Low Level Radioactivity Laboratory at Kanazawa University (LLRL/KU) [39], MIO/JAMSTEC, or NU. The average of analytical uncertainty (one standard deviation or 68 % confidence level) for 134Cs and 137Cs measurements were 10–30 and 6–9 %, respectively. Detection limit for 134Cs/137Cs decay-corrected to the accident date (11 March 2011) for the measurement at LLRL/KU, MIO/JAMSTEC, and NU were calculated to be about 0.2/0.05, 0.4/0.1, and 0.7/0.2 Bq m−3, respectively. The detection limits of 134Cs measurement for samples from the KH14-06 were larger than the others because those measuring time were shorter. In MIO/JAMSTEC, the Ge-detectors were calibrated with gamma-ray volume sources (Eckert & Ziegler Isotope Products) certificated by Deutscher Kalibrierdienst (DKD). Measurements of 137Cs activity in AMP/Cs compounds derived from certified reference materials (IAEA-443 [40]) among the three laboratories resulted in good agreement within the uncertainty of the certificated value, which confirmed the comparability of the radiocesium measurements at the three laboratories.
Results and discussion
Vertical distribution of radiocesium in 2014
Figure 2 shows vertical profiles of activity concentration of radiocesium (Bq m−3) in the western North Pacific in 2014. The data were grouped into four by latitude; data in the north of 40°N (Fig. 2a), between 35°N and 40°N (Fig. 2b), between 25°N and 35°N (Fig. 2c), and between 15°N and 25°N (Fig. 2d). These areas approximately correspond to the subarctic area, the transition zone, and the northern and southern subtropical areas, respectively. The subarctic (subtropical) area and transition zone is divided by the Subarctic (Kuroshio) Front. The vertical profiles of 134Cs and 137Cs are similar in each area. The activity concentration of 134Cs, however, was lower than that of 137Cs because of its shorter half-life (2.06 y) and the pre-existing 137Cs derived from the nuclear weapons testing. In the transition zone (Fig. 2b) the activity concentration of 134Cs (0.5 Bq m−3 in average) was highest in the surface mixing layer above about 200 m depth. Below that depth the activity concentration decreased with depth and then lessened below the detection limit at 600 and 800 m depths. In the subtropical area, or the south of the Kuroshio Front (Fig. 2c, d) a subsurface maximum of 134Cs was observed at all the stations. The activity concentration of the maximum peak in the northern subtropical area (1.3 Bq m−3 in average) were higher than those in the southern subtropical area (0.6 Bq m−3 in average). Depths of the maximum peak in the north (about 300 m) were deeper than those in the south (about 200 m). The activity concentration in the surface mixing layer in the northern subtropical areas (0.6 Bq m−3 in average) was higher than that in the north of the front, which is opposite to results obtained in 2012. Except that, the distribution of radiocesium in 2014 was similar with that observed in 2012 [30, 41] although the activity concentration in 2014 was lower than that in 2012 as mentioned below.
Temporal change in vertical distribution
In order to discuss temporal change in the vertical distribution between 2012 and 2014, the activity concentration of 134Cs was corrected to the accident date for radioactive decay and plotted in sectional view along latitude (Fig. 3). In January–February 2012 along approximately 145°E–150°E (Fig. 3a) [41], high activity concentration in surface mixed layer above about 200 m depth (10 Bq m−3 in average) was observed in the north of the Kuroshio Front, which was mainly derived from eastward movement of 134Cs directly-discharged from FNPP1 and deposited closed to FNPP1 along surface currents. In the south of the front, there was a subsurface maximum around 300 m depth between 20°N and 35°N approximately. The water density anomaly of the subsurface maximum layer agreed with that of STMW, 25.0–25.6 kg m−3.
About a half year later a sectional view along 165°E was achieved (Fig. 3b) [30]. In the north of the Kuroshio Front, activity concentration of 134Cs decay-corrected to the accident date in the surface mixed layer along 165°E in June–July 2012 (3 Bq m−3 in average) was lower than that observed along 145°E–150°E in January–February 2012. By the summer of 2012, a main body of the 134Cs directly-discharged and deposited closed to FNPP1 had been transported to the central North Pacific [27]. Thereby this 134Cs decrease in the surface layer could be explained by dilution due to water mixing during the eastward transportation. Below the surface mixing layer there was a subsurface maximum between 300 and 500 m depth approximately, which was not observed along 145°E–150°E in January–February 2012 (Fig. 3a). The water density anomaly of this subsurface maximum layer ranged 26.0–26.6 kg m−3, which corresponds to that of CMW denser than STMW. CMW is formed in an area in the north of the Kuroshio Front and the east of 150°E in the mid-winter, transported eastward, and then southward through the subsurface layer [35]. The appearance of the subsurface maximum of 134Cs in the density layer of CMW along 165°E and not along 145°E–150°E suggests the formation area of CMW in the east of 150°E, where the Fukushima-derived 134Cs was subducted in the mid-winter (March) of 2011 and/or 2012. In the south of the front, another subsurface maximum around 200 m depth was observed. The water density anomaly of this shallower subsurface maximum ranged 25.0–25.6 kg m−3, which corresponds to that of STMW as same as that observed along 145°E–150°E in January–February 2012.
In March–July 2014 along approximately 142°E–155°E, the high concentration activity in the north of the Kuroshio Front observed in January–February 2012 disappeared (Fig. 3c). This is probably due to the eastward propagation of the contaminated surface water. A subsurface 134Cs maximum in the STWM density layer in the south of the front is similar to that observed in 2012, which contrasts to the disappearing of the high activity concentration of 134Cs in the surface mixing layer in the north of the front. STMW is transported eastward/southward and circulated within the western subtropical gyre although its horizontal speed is slower than that of the surface water current [36], which could result in persisting of the subsurface maximum of 134Cs in 2014. The activity concentration of the maximum peak around 300–400 m depth decreased by one-tenth at most and the peak shape was eroded vertically, which can be explained by entrainment into surface mixed layer and deep penetration due to vertical diffusion.
In December 2014 along 163°E–165°E between 15°N and 23°N, we also found a 134Cs maximum peak in subsurface layer of STWM (Fig. 3d). Although the activity concentration decay-corrected to the accident date of the maximum peak in 2014 at 23°N (about 3 Bq m−3) was almost equivalent with that observed in 2012, the subsurface maximum has been spread vertically from 100 to 400 m approximately in 2014. In addition the subsurface maximum spread southward from 18°N to 15°N at least between 2012 and 2014.
Temporal change in vertical inventory
Temporal change in vertical inventory of 134Cs decay-corrected to the accident date from surface to 800 m depth indicates that the Fukushima-derived 134Cs decreased (increased) in the north (south) of 30°N between 2012 and 2014 (Fig. 4). In the north of the Kuroshio Front, a large amount of 134Cs, up to 6000 Bq m−2 reduced to less 1000 Bq m−2 due to the eastward transportation along with the surface current. Between 30°N and the front (35°N) along 145°E–150°E the vertical inventory decreased because the activity concentration of maximum peak around 300 m depth decreased (Fig. 3). In addition to the observations in January–February 2012 and March–July 2014, a sectional view of 134Cs was also observed along 147°E between 30°N and 41°N in October–November 2012 and a subsurface maximum of 134Cs was also found in density layer of STMW in the south of 35°N [33]. At stations in 34°N/147–150°E, just south of the Kuroshio Front, 134Cs activity concentration decay-corrected to the accident date in the subsurface maximum peak was decreasing from January 2012 to July 2014 (Fig. 5a), which results in monotonous decrease in the vertical inventory (Fig. 5c).
At stations in the southern subtropical area between 15°N and 25°N along 163°E–165°E, the 134Cs vertical inventory increased thrice in average between 2012 and 2014 (Fig. 4) due to the vertical and horizontal (southward) spreading of its subsurface maximum. At stations in 23–24°N/165°E, 134Cs activity concentration decay-corrected to the accident date in the subsurface maximum peak around 200 m depth increased from 0.9 to 4.3 Bq m−3 between February 2012 and June 2012, and then decreased slightly in December 2014 to be 3.4 Bq m−3 (Fig. 5d). The vertical inventory, however, increased about twice between June 2012 and December 2014 (Fig. 5f) since the subsurface maximum spread vertically in 2014.
The subsurface maximum of Fukushima-derived 134Cs in the subtropical area appeared in the density layer of STMW, 25.0–25.6 kg m−3 σ θ (Fig. 5b, e) although its peak depths in the northern subtropical area were deeper than those in the southern area (Fig. 5a, d). In density layer of CMW (26.0–26.6 kg m−3 σ θ), a subsurface maximum of 134Cs was not observed in 2014, which implies that the subsurface maximum in the CMW layer observed in the transition zone in June 2012 (Fig. 3b) was transported southward across the Kuroshio Front. Therefore the erosion of the subsurface peak by diapycnal mixing (mixing between waters with different density) could result in downward (and upward) spreading of 134Cs in 2014. In short, the vertical inventory at the northern stations (34°N) decreased due to the decrease in the activity concentration of the subsurface maximum peak while that at the southern stations (23°N–24°N) increased because of the vertical spreading of the peak. The vertical inventory at 30°N/149°E did not change apparently between 2012 and 2014 (Fig. 4) because the decrease in activity concentration of the peak balanced with the increase in vertical spreading of the peak. These results indicate that the Fukushima-derived radiocesium in the western subtropical area has been transported southward due to subduction and advection of STMW with the vertical spreading due to diapycnal mixing.
Conclusions
Figure 6 shows a schematic view of spreading of the Fukushima-derived radiocesium in the North Pacific Ocean by 2014, which is derived from results of this study and previous works. We measured radiocesium in the western North Pacific Ocean in 2014 and revealed its temporal change between 2012 and 2014. The high concentration activity observed in 2012 in the north of the Kuroshio Front disappeared in 2014. This is probably due to the eastward propagation along the surface current as reported in the previous works [27, 28, 30, 42]. Although the eastward surface current turns north and south in the eastern edge of the basin, southward transportation of the Fukushima-derived radiocesium off the west coast of the North American Continent has not been observed yet. We found that the Fukushima-derived radiocesium had reached to the southern edge of the western subtropical area, about 15°N by 2014. The Fukushima-derived radiocesium was also observed in the density layer of STMW at 30°N/160°W in May 2013 [29]. These results suggest that the Fukushima-derived radiocesium had spread into the whole western subtropical area by 2014 due to formation and subduction of STMW. STMW circulates within the western subtropical area. However, northward return of the Fukushima-derived radiocesium along the circulation has not been observed yet. A subsurface maximum in density layer of CMW was not observed in the south of the Kuroshio Front in 2014, implying that the subsurface maximum observed in the north of the front in June 2012 (Fig. 3b) had been transported eastward, not southward yet by 2014. Further observations for radiocesium measurement in the North Pacific Ocean are necessary to follow the spreading of the Fukushima-derived radiocesium in the basin.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Acknowledgments
We thank crew and staff of the research vessels for their help during onboard sample collection. This work was partially supported by a Grant-in-Aid for Scientific Research on Innovative Areas from the Ministry of Education, Culture, Sports, Science and Technology of Japan (KAKENHI), Interdisciplinary Study on Environmental Transfer of Radionuclides from the Fukushima Dai-ichi NPP Accident (#24110004).
References
- 1.Prime Minister of Japan and His Cabinet, Report of Japanese Government to the IAEA Ministerial Conference on Nuclear Safety—The Accident at TEPCO’s Fukushima Nuclear Power Stations (2016). http://www.kantei.go.jp/foreign/kan/topics/201106/iaea_houkokusho_e.html. Accessed 14 June 2016
- 2.Yoshida N, Kanda J. Tracking the Fukushima radionuclides. Science. 2012;336:1115–1116. doi: 10.1126/science.1219493. [DOI] [PubMed] [Google Scholar]
- 3.Saito K, Tanihata I, Fujiwara M, Saito T, Shimoura S, Otsuka T, Onda Y, Hoshi M, Ikeuchi Y, Takahashi F, Kinouchi N, Saegusa J, Seki A, Takemiya H, Shibata T. Detailed deposition density maps constructed by large-scale soil sampling for gamma-ray emitting radioactive nuclides from the Fukushima Dai-ichi nuclear power plant accident. J Environ Radioact. 2015;129:308–319. doi: 10.1016/j.jenvrad.2014.02.014. [DOI] [PubMed] [Google Scholar]
- 4.Morino Y, Ohara T, Watanabe M, Hayashi S, Nishizawa M. Episode analysis of deposition of radiocesium from the Fukushima Daiichi nuclear power plant accident. Environ Sci Technol. 2013;47:2314–2322. doi: 10.1021/es304620x. [DOI] [PubMed] [Google Scholar]
- 5.Chino M, Nakayama H, Nagai H, Terada H, Katata G, Yamazawa H. Preliminary estimation of release amounts of 131I and 137Cs accidentally discharged from the Fukushima Daiichi nuclear power plant into the atmosphere. J Nucl Sci Technol. 2011;48:1129–1134. doi: 10.1080/18811248.2011.9711799. [DOI] [Google Scholar]
- 6.Estournel C, Bosc E, Bocquet M, Ulses C, Marsaleix P, Winiarek V, Osvath I, Nguyen C, Duhaut T, Lyard F, Michaud H, Auclair F. Assessment of the amount of cesium-137 released into the Pacific Ocean after the Fukushima accident and analysis of its dispersion in Japanese coastal waters. J Geophys Res. 2012 [Google Scholar]
- 7.Hirao S, Yamazawa H, Nagae T. Estimation of release rate of iodine-131 and cesium-137 from the Fukushima Daiichi nuclear power plant. J Nucl Sci Technol. 2013;50:139–147. doi: 10.1080/00223131.2013.757454. [DOI] [Google Scholar]
- 8.Kawamura H, Kobayashi T, Furuno A, In T, Ishikawa Y, Nakayama T, Shima S, Awaji T. Preliminary numerical experiments on oceanic dispersion of 131I and 137Cs discharged into the ocean because of the Fukushima Daiichi nuclear power plant disaster. J Nucl Sci Technol. 2011;48:1349–1356. doi: 10.1080/18811248.2011.9711826. [DOI] [Google Scholar]
- 9.Nagai H, Katata G, Terada H, Chino M. The Fukushima reactor accident generated a large data set of global particularly in a comprehensive nuclear-test-ban treaty (CTBT) context. In: Takahashi S, editor. Radiation monitoring and dose estimation of the Fukushima nuclear accident. Tokyo: Springer; 2014. [Google Scholar]
- 10.Saunier O, Mathieu A, Didier D, Tombette M, Quélo D, Winiarek V, Bocquet M. An inverse modeling method to assess the source term of the Fukushima nuclear power plant accident using gamma dose rate observations. Atmos Chem Phys. 2013;13:11403–11421. doi: 10.5194/acp-13-11403-2013. [DOI] [Google Scholar]
- 11.Stohl A, Seibert P, Wotawa G, Arnold D, Burkhart JF, Eckhardt S, Tapia C, Vargas A, Yasunari TJ. Xenon-133 and caesium-137 releases into the atmosphere from the Fukushima Dai-ichi nuclear power plant: determination of the source term, atmospheric dispersion, and deposition. Atmos Chem Phys. 2012;12:2313–2343. doi: 10.5194/acp-12-2313-2012. [DOI] [Google Scholar]
- 12.Winiarek V, Bocquet M, Duhanyan N, Roustan Y, Saunier O, Mathieu A. Estimation of the caesium-137 source term from the Fukushima Daiichi nuclear power plant using a consistent joint assimilation of air concentration and deposition observations. Atmos Environ. 2014;82:268–279. doi: 10.1016/j.atmosenv.2013.10.017. [DOI] [Google Scholar]
- 13.Aoyama M, Uematsu M, Tsumune D, Hamajima Y. Surface pathway of radioactive plume of TEPCO Fukushima NPP1 released 134Cs and 137Cs. Biogeosciences. 2013;10:3067–3078. doi: 10.5194/bg-10-3067-2013. [DOI] [Google Scholar]
- 14.Aoyama M, Kajino M, Tanaka TY, Sekiyama TT, Tsumune D, Tsubono T, Hamajima Y, Inomata Y, Gamo T. 134Cs and 137Cs in the North Pacific Ocean derived from the March 2011 TEPCO Fukushima Dai-ichi nuclear power plant accident, Japan. Part two: estimation of 134Cs and 137Cs inventories in the North Pacific Ocean. J Oceanogr. 2016;72:67–76. doi: 10.1007/s10872-015-0332-2. [DOI] [Google Scholar]
- 15.Kobayashi T, Nagai H, Chino M, Kawamura H. Source term estimation of atmospheric release due to the Fukushima Dai-ichi nuclear power plant accident by atmospheric and oceanic dispersion simulations. J Nucl Sci Technol. 2013;50:255–264. doi: 10.1080/00223131.2013.772449. [DOI] [Google Scholar]
- 16.Katata G, Chino M, Kobayashi T, Terada H, Ota M, Nagai H, Kajino M, Draxler R, Hort MC, Malo A, Torii T, Sanada Y. Detailed source term estimation of the atmospheric release for the Fukushima Daiichi Nuclear Power Station accident by coupling simulations of an atmospheric dispersion model with an improved deposition scheme and oceanic dispersion model. Atmos Chem Phys. 2015;15:1029–1070. doi: 10.5194/acp-15-1029-2015. [DOI] [Google Scholar]
- 17.Miyazawa Y, Masumoto Y, Varlamov SM, Miyama T, Takigawa M, Honda M, Saino T. Inverse estimation of source parameters of oceanic radioactivity dispersion models associated with the Fukushima accident. Biogeosciences. 2013;10:2349–2363. doi: 10.5194/bg-10-2349-2013. [DOI] [Google Scholar]
- 18.Nair RN, Sunny F, Chopra M, Sharma LK, Puranik VD, Ghosh AK. Estimation of radioactive leakages into the Pacific Ocean due to Fukushima nuclear accident. Environ Earth Sci. 2014;71:1007–1019. doi: 10.1007/s12665-013-2501-1. [DOI] [Google Scholar]
- 19.Tsumune D, Tsubono T, Aoyama M, Hirose K. Distribution of oceanic 137Cs from the Fukushima Daiichi nuclear power plant simulated numerically by a regional ocean model. J Environ Radioact. 2012;111:100–108. doi: 10.1016/j.jenvrad.2011.10.007. [DOI] [PubMed] [Google Scholar]
- 20.du Bois PB, Laguionie P, Boust D, Korsakissok I, Didier D, Fiévet B. Estimation of marine source-term following Fukushima Dai-ichi accident. J Environ Radioact. 2012;114:2–9. doi: 10.1016/j.jenvrad.2011.11.015. [DOI] [PubMed] [Google Scholar]
- 21.Charette MA, Breier CF, Henderson PB, Pike SM, Rypina II, Jayne SR, Buesseler KO. Radium-based estimates of cesium isotope transport and total direct ocean discharges from the Fukushima nuclear power plant accident. Biogeosciences. 2013;10:2159–2167. doi: 10.5194/bg-10-2159-2013. [DOI] [Google Scholar]
- 22.Rypina II, Jayne SR, Yoshida S, Macdonald AM, Douglass E, Buesseler KO. Short-term dispersal of Fukushima-derived radionuclides off Japan: modeling efforts and model-data intercomparison. Biogeosciences. 2013;10:4973–4990. doi: 10.5194/bg-10-4973-2013. [DOI] [Google Scholar]
- 23.Smith JN, McLaughlin FA, Smethie WM, Jr, Moran SB, Lepore K. Iodine-129, 137Cs, and CFC-11 tracer transit time distributions in the Arctic Ocean. J Geophys Res. 2011;116:C04024. [Google Scholar]
- 24.Aoyama M, Hirose K, Igarashi Y. Re-construction and updating our understanding on the global weapons tests 137Cs fallout. J Environ Monit. 2006;8:431–438. doi: 10.1039/b512601k. [DOI] [PubMed] [Google Scholar]
- 25.Aoyama M, Tsumune D, Hamajima Y. Distribution of 137Cs and 134Cs in the North Pacific Ocean: impacts of the TEPCO Fukushima-Daiichi NPP accident. J Radioanal Nucl Chem. 2012;296:535–539. doi: 10.1007/s10967-012-2033-2. [DOI] [Google Scholar]
- 26.Aoyama M, Hirose K, Nemoto K, Takatsuki Y, Tsumune D. Water masses labeled with global fallout 137Cs formed by subduction in the North Pacific. Geophys Res Lett. 2008;35:L01604. [Google Scholar]
- 27.Kumamoto Y, Aoyama M, Hamajima Y, Nishino S, Akihiko Murata A, Kikuchi T. Meridional distribution of Fukushima-derived radiocesium in surface seawater along a trans-Pacific line from the Arctic to Antarctic Oceans in summer 2012. J Radioanal Nucl Chem. 2016;307:1703–1710. doi: 10.1007/s10967-015-4439-0. [DOI] [Google Scholar]
- 28.Smith JN, Brown RM, Williams WJ, Robert M, Nelson R, Moran SB. Arrival of the Fukushima radioactivity plume in North American continental waters. Proc Natl Acad Sci USA. 2015;112:1310–1315. doi: 10.1073/pnas.1412814112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Yoshida S, Macdonald AM, Jayne SR, Rypina II, Ken O, Buesseler KO. Observed eastward progression of the Fukushima 134Cs signal across the North Pacific. Geophys Res Lett. 2015;42:7139–7147. doi: 10.1002/2015GL065259. [DOI] [Google Scholar]
- 30.Aoyama M, Hamajima Y, Hult M, Uematsu M, Oka E, Tsumune D, Kumamoto Y. 134Cs and 137Cs in the North Pacific Ocean derived from the March 2011 TEPCO Fukushima Dai-ichi nuclear power plant accident, Japan. Part one: surface pathway and vertical distributions. J Oceanogr. 2016;72:53–65. doi: 10.1007/s10872-015-0335-z. [DOI] [Google Scholar]
- 31.Kumamoto Y, Aoyama M, Hamajima Y, Aono T, Kouketsu S, Murata A, Kawano T. Southward spreading of the Fukushima-derived radiocesium across the Kuroshio Extension in the North Pacific. Sci Rep. 2014 doi: 10.1038/srep04276. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kaeriyama H, Shimizu Y, Ambe D, Masujima M, Shigenobu Y, Fujimoto K, Ono T, Nishiuchi K, Taneda T, Kurogi H, Setou T, Sugisaki H, Ichikawa T, Hidaka K, Hiroe Y, Kusaka A, Kodama T, Kuriyama M, Morita H, Nakata K, Morinaga K, Morita T, Watanabe T. Southwest intrusion of 134Cs and 137Cs derived from the Fukushima Dai-ichi nuclear power plant accident in the western North Pacific. Environ Sci Technol. 2014;48:3120–3127. doi: 10.1021/es403686v. [DOI] [PubMed] [Google Scholar]
- 33.Kaeriyama H, Shimizu Y, Setou T, Kumamoto Y, Okazaki M, Ambe D, Ono T. Intrusion of Fukushima-derived radiocaesium into subsurface water due to formation of mode waters in the North Pacific. Sci Rep. 2016 doi: 10.1038/srep22010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Masuzawa J. Subtropical mode water. Deep Sea Res. 1969;16:463–472. [Google Scholar]
- 35.Suga T, Takei Y, Hanawa K. Thermostad distribution in the North Pacific subtropical gyre: the central mode water and the subtropical mode water. J Phys Oceanogr. 1997;27:140–152. doi: 10.1175/1520-0485(1997)027<0140:TDITNP>2.0.CO;2. [DOI] [Google Scholar]
- 36.Suga T, Hanawa K. The subtropical mode water circulation in the North Pacific. J Phys Oceanogr. 1995;25:958–970. doi: 10.1175/1520-0485(1995)025<0958:TSMWCI>2.0.CO;2. [DOI] [Google Scholar]
- 37.Ramzaev V, Nikitin A, Sevastyanov A, Artemiev G, Bruk G, Ivanov S. Shipboard determination of radiocesium in seawater after the Fukushima accident: results from the 2011–2012 Russian expeditions to the Sea of Japan and western North Pacific Ocean. J Environ Radioact. 2014;135:13–24. doi: 10.1016/j.jenvrad.2014.03.016. [DOI] [PubMed] [Google Scholar]
- 38.Aoyama M, Hirose K. Radiometric determination of anthropogenic radionuclides in seawater. In: Povinec PP, editor. Analysis of environmental radionuclides, radioactivity in the environment. London: Elsevier; 2008. [Google Scholar]
- 39.Hamajima Y, Komura K. Background components of Ge detectors in Ogoya underground laboratory. Appl Radiat Isot. 2004;61:179–183. doi: 10.1016/j.apradiso.2004.03.041. [DOI] [PubMed] [Google Scholar]
- 40.Pham MK, Betti M, Povinec PP, Benmansour M, Bu¨nger V, Drefvelin J, Engeler C, Flemal JM, Gascó C, Guillevic J, Gurriaran R, Groening M, Happel DJ, Herrmann J, Klemola S, Kloster M, Kanisch G, Leonard K, Long S, Nielsen S, Oh JS, Rieth PU, Östergren I, Pettersson H, Pinhao N, Pujol L, Sato K, Schikowski J, Varga Z, Vartti VP, Zheng J. A certified reference material for radionuclides in the water sample from Irish Sea (IAEA-443) J Radioanal Nucl Chem. 2011;288:603–611. doi: 10.1007/s10967-010-0976-8. [DOI] [Google Scholar]
- 41.Kumamoto Y, Aoyama M, Hamajima Y, Murata A, Kawano T. Impact of Fukushima-derived radiocesium in the western North Pacific Ocean about ten months after the Fukushima Dai-ichi nuclear power plant accident. J Environ Radioact. 2015;140:114–122. doi: 10.1016/j.jenvrad.2014.11.010. [DOI] [PubMed] [Google Scholar]
- 42.Kaeriyama H, Ambe D, Shimizu Y, Fujimoto K, Ono T, Yonezaki S, Kato Y, Matsunaga H, Minami H, Nakatsuka S, Watanabe T. Direct observation of 134Cs and 137Cs in surface seawater in the western and central North Pacific after the Fukushima Dai-ichi nuclear power plant accident. Biogeosciences. 2013;10:4287–4295. doi: 10.5194/bg-10-4287-2013. [DOI] [Google Scholar]
- 43.Schlitzer R (2016) Ocean data view. http://odv.awi.de. Accessed 14 June 2016
- 44.Suga T (2016) Distribution of Fukushima-derived radionuclide and ventilation process in upper layer of the North Pacific Ocean derived from discussion on historical view. In: Abstracts of the 2016 spring meeting of the oceanographic society of Japan. The Oceanographic Society of Japan, Tokyo (in Japanese)
- 45.Oka E, Qiu B. Progress of North Pacific mode water research in the past decade. J Oceanogr. 2012;68:5–20. doi: 10.1007/s10872-011-0032-5. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.