Abstract
The sluggish water mass transport in the deeper North Pacific Ocean complicates the assessment of formation, spreading and mixing of surface, intermediate and deep-water masses based on standard hydrographic parameters alone. Geochemical tracers sensitive to water mass provenance and mixing allow to better characterize the origin and fate of the prevailing water masses. Here, we present dissolved neodymium (Nd) isotope compositions (εNd) and concentrations ([Nd]) obtained along a longitudinal transect at ∼180°E from ∼7°S to ∼50°N. The strongest contrast in Nd isotope signatures is observed in equatorial regions between surface waters (εNd ∼0 at 4.5°N) and Lower Circumpolar Deep Water (LCDW) prevailing at 4500 m depth (εNd = −6.7 at 7.2°N). The Nd isotope compositions of equatorial surface and subsurface waters are strongly influenced by regional inputs from the volcanic rocks surrounding the Pacific, which facilitates the identification of the source regions of these waters and seasonal changes in their advection along the equator. Highly radiogenic weathering inputs from Papua-New-Guinea control the εNd signature of the equatorial surface waters and strongly alter the εNd signal of Antarctic Intermediate Water (AAIW) by sea water-particle interactions leading to an εNd shift from −5.3 to −1.7 and an increase in [Nd] from 8.5 to 11.0 pmol/kg between 7°S and 15°N. Further north in the open North Pacific, mixing calculations based on εNd, [Nd] and salinity suggest that this modification of the AAIW composition has a strong impact on intermediate water εNd signatures of the entire region allowing for improved identification of the formation regions and pathways of North Pacific Intermediate Water (NPIW). The deep-water Nd isotope signatures indicate a southern Pacific origin and subsequent changes along its trajectory resulting from a combination of water mass mixing, vertical processes and Nd release from seafloor sediments, which precludes Nd isotopes as quantitative tracers of deep-water mass mixing. Moreover, comparison with previously reported data indicates that the Nd isotope signatures and concentrations below 100 m depth essentially remained stable over the past decades, which suggests constant impacts of water mass advection and mixing as well as of non-conservative vertical exchange and bottom release.
Introduction
The northern Pacific is the largest ocean basin on Earth, but its exact circulation and water mass mixing patterns, in particular at greater depth, are not well constrained. Due to the lack of deep-water formation, strong stratification and low horizontal density gradients prevail resulting in very slow flow velocities and the absence of large differences in physical water properties with depth. This complicates the investigation of water mass advection and mixing applying standard hydrographic parameters such as salinity, temperature, and oxygen concentrations. As a geochemical provenance tracer, radiogenic neodymium (Nd) isotopes add valuable independent information on the origin of water masses and present and past oceanic circulation (; ; ; ). In the West and North Pacific, dissolved Nd isotope compositions and concentrations have previously been applied to help constrain water mass distribution and mixing (; , , ; ; ; ; ; ). There are, however, still considerable gaps in data coverage and in our knowledge of North Pacific Ocean circulation and Nd isotope behavior in this region. The radiogenic Nd isotope compositions (143Nd/144Nd) are expressed in the εNd notation defined as:
where CHUR represents the Chondritic Uniform Reservoir (). According to , the εNd signature of continental Nd supply to the northern Pacific is +1.1 ± 2, originating from weathering of the surrounding volcanic landmasses. Other Nd sources are the partial dissolution of shelf sediments and boundary exchange (, ). Due to its particle reactivity, Nd is also adsorbed to biogenic particles and/or dust particles originating from the Asian deserts at the surface of the ocean and partly released again in the deeper water column. This process has been termed reversible scavenging () and promotes the accumulation of Nd in the deep-waters as reflected by higher deep-water Nd concentrations ([Nd]) (cf. ). In the central North Pacific, primary production and lithogenic particle abundances are low and scavenging is reduced compared to the northernmost Pacific, where productivity is higher (; , ; ). In addition, volcanic ash and remobilized sediments from the volcanic islands can scavenge Nd and contribute to the vertical transport in the water column (; ). While this vertical transport is clearly reflected in [Nd], it does not appear to affect the εNd signatures of the water masses to the same extent in many areas of the ocean. This decoupling of [Nd] and εNd has been referred to as the neodymium paradox and has been explained by reversible scavenging (; ) and boundary exchange processes (, ; ; ; ) involving benthic Nd release from particles and pore fluids (, ; ; ) balanced by Nd removal resulting in changes in εNd that are not accompanied by changes in [Nd].
This study attempts to identify the processes mainly controlling the Nd isotopic compositions and concentrations along a transect from the Equatorial to the North Pacific. We assess the suitability of Nd isotope compositions to trace water mass advection and mixing based on our new longitudinal dissolved εNd and [Nd] section between 7°S and 50°N at 170°E to 180°E.
Hydrography of the Study Area
The hydrography of the north-eastern Pacific is characterized by large scale surface water mass transport strongly influenced by the interaction of the wind system with the surface waters forming the North Pacific Gyre, which also affects the intermediate waters (Table 1 and Figure 1). Particularly the seasonally variable equatorial surface current system exerts a strong control on North Pacific water mass distribution and advection (). The trade wind-driven North and South Equatorial Currents (NEC/SEC) transport surface waters westwards, thereby establishing a pressure gradient that accumulates warm waters in the West Pacific (). This pressure is balanced by several eastwards flowing near surface currents: The North and South Equatorial Counter Current (NECC/SECC) at the surface and the Equatorial Undercurrent as well as the South and North Subsurface Counter Current (SSCC/NSCC) in water depths > 100 m. The friction between these currents establishes a steady state, within which the eastward and westward flow is balanced. This friction is related to turbulence that makes the equatorial Pacific a region of intense water mass mixing resulting in weakened thermocline gradients (; ). At the same time, this current system acts as a barrier between saltier southern and fresher northern derived water masses, which is approximately located at the southern boundary of the NEC (). The surface current system further north is dominated by the Subtropical Gyre (STG) and the Subpolar Gyre (SPG), which are driven by the mean annual wind patterns in the region (). The STG consists of the west-bound NEC, the Philippines Current and the Kuroshio Current representing the western boundary currents, the Kuroshio Extension (KE), which becomes the North Pacific Current (NPC) in the north, and the southwards flowing California Current in the east. The SPG consists of the southwards flowing eastern boundary current Oyashio that joins the KE in the west, the KE and the NPC in the south, the Alaskan Current in the east, and the Alaskan Stream in the north eventually joining the Oyashio Current southwards again (; ). The three major surface water masses in the study area are South and North Pacific Equatorial Water (SPEW/NPEW) as well as the Western North Pacific Central Water (WNPCW). The WNPCW represents the main water mass in the STG. It is formed and subducted in the northern Subtropical Front (STF), where salinity is significantly lower than in southern central waters (). The NPEW is formed at the boundary of both subtropical gyres by mixing of ECC and EUC without air-sea interaction. Marked by salinity values slightly lower than found in SPEW, it represents a mixture of WNPCW and SPEW (). SPEW (also referred to as South Pacific Tropical Water, e.g., ) is formed by convective sinking in the Polynesian region, where evaporation increases salinity to values above 36. Even though maximum temperatures and salinities decrease during sinking processes by mixing and spreading in the thermocline, this higher salinity water mass can be found much further west than in subsurface waters ().
TABLE 1
| Abbreviation | Water mass | Salinity | σθ (kg/m3) | θ (°C) | References |
| SPEW | South Pacific Equatorial Water | 35.6–35.8 | 24.5 | >20 | |
| NPTW | North Pacific Tropical Water | 34.9–35.3 | 23.0–25.0 | 19–20 | ; |
| STMW | North Pacific Tropical Mode Water | 34.6–34.8 | 25.0–25.6 | ||
| WSPCW | Western South Pacific Central Water | 34.8–35.5 | 26.23–26.65 | ; ; | |
| WNPCW | Western North Pacific Central Water | 33.5–34.5 | 25.2–26.4 | ||
| NPIW | North Pacific Intermediate Water | 34.0–34.3 | 26.6–27.4 | ||
| AAIW | Antarctic Intermediate Water | 34.4–34.6 | 26.8–27.3 | ; | |
| NPDW | North Pacific Deep Water | 33.4–34.7 | 27.6–27.8 | 1.4–6.4 | ; |
| UCDW | Upper Circumpolar Deep Water | 34.6 | 27.6–27.7 | ||
| LCDW | Lower Circumpolar Deep Water | 34.6–34.7 | 27.7–28.2 | 0.98–1.2 | ; ; |
| PSUW | Pacific Subpolar Upper Water | 32.6–33.6 | 1.5–15.0 | ; | |
| PSIW | Pacific Subpolar Intermediate Water | 33.8–34.3 | 2.0–12.0 | ; |
Water masses discussed in this study and their hydrographic properties.
FIGURE 1
The intermediate depths in the northern Pacific are mainly occupied by Antarctic Intermediate Water (AAIW) and North Pacific Intermediate Water (NPIW) (Figure 2). The AAIW is formed by cooling and subduction in the Antarctic Circumpolar Current System (ACC) (
FIGURE 2

(A) Salinity vs. potential temperature plots for all stations including color-coded εNd signatures from each sample. (B) Close-up of the red square in (A). The water mass classification is based on hydrographic properties defined in Table 1. Created by using Ocean Data View (
The deep-water circulation in the northern Pacific is mainly driven by density gradients (
Materials and Methods
All water samples studied here were collected during RV Sonne cruise SO264 in July and August 2018 (
The 143Nd/144Nd ratios of the samples were measured on a Thermo Scientific Neptune Plus MC-ICPMS at GEOMAR Kiel. Isobaric interferences of 144Sm on 144Nd were corrected by measuring the abundance of the interference-free isotope 147Sm and by calculating the potential 144Sm contribution on mass 144 from the natural abundance of Sm. The measured 143Nd/144Nd ratios were double-corrected for instrumental mass bias with 146Nd/144Nd = 0.7219 and 142Nd/144Nd = 1.141876 following the approach of
TABLE 2
| Sample ID | Depth (m) | Salinity | O2 (ml/l) | σθ (kg/m3) | θ (°C) | Water mass | [Nd] pmol/kg | ε Nd | 2 SD (ε Nd) |
| SO264-1-2 (02.07.2018, 7°0.463′S, 179°49.291′W, depth: 5338 m) = S1 | |||||||||
| SO264-1-2/23-24 | 25 | 34.943 | 4.14 | 21.850 | 29.614 | 3.60 | –0.84 | 0.28 | |
| SO264-1-2/20-21 | 125 | 35.835 | 3.14 | 23.292 | 27.171 | SPEW | 3.34 | –0.68 | 0.28 |
| SO264-1-2/17-18 | 300 | 34.910 | 1.96 | 26.485 | 12.170 | WSPCW | − | –2.34 | 0.24 |
| SO264-1-2/14-15 | 500 | 34.570 | 2.30 | 27.023 | 7.421 | AAIW | 6.98 | –2.69 | 0.24 |
| SO264-1-2/11-12 | 1000 | 34.536 | 2.22 | 27.404 | 4.122 | AAIW/UCDW | 8.62 | –2.81 | 0.28 |
| SO264-1-2/8-9 | 1500 | 34.594 | 2.20 | 27.577 | 2.824 | UCDW | 11.27 | –3.00 | 0.19 |
| SO264-1-2/5-6 | 2000 | 34.636 | 2.28 | 27.674 | 2.068 | UCDW | 14.62 | ||
| SO264-1-2/2-3 | 3000 | 34.675 | 2.26 | 27.754 | 1.426 | UCDW/LCDW | 20.12 | –4.06 | 0.22 |
| SO264-2-2 (04.07.2018, 1°46.990′N, 179°36.697′E depth: 5612 m) = S2 | |||||||||
| SO264-2-2/22-23 | 10 | 34.912 | 4.17 | 21.925 | 29.248 | SW | 3.67 | –0.52 | 0.24 |
| SO264-3-2 (05.07.2018, 4°30.572′N, 179°08.052′E, depth: 5683 m) = S3 | |||||||||
| SO264-3-2/22-23 | 10 | 34.220 | 4.11 | 21.285 | 29.558 | SW | 4.14 | 0.13 | 0.28 |
| SO264-04-02 (06.07.2018, 7°19.745′N, 178°44.617′E, depth: 5436 m) = S4 | |||||||||
| SO264-4-2/22-24 | 100 | 34.712 | 2.91 | 24.672 | 19.482 | NPTW | 5.01 | –2.12 | 0.28 |
| SO264-4-2/20-21 | 500 | 34.566 | 0.84 | 26.971 | 7.749 | AAIW | 8.83 | –1.98 | 0.28 |
| SO264-4-2/17-18 | 1000 | 34.558 | 1.18 | 27.403 | 4.297 | AAIW | 11.18 | –1.71 | 0.15 |
| SO264-4-2/14-15 | 1500 | 34.605 | 1.56 | 27.591 | 2.768 | NPDW | 15.05 | –2.40 | 0.22 |
| SO264-4-2/11-12 | 2500 | 34.662 | 1.94 | 27.728 | 1.645 | NPDW/UCDW | 20.10 | –2.82 | 0.22 |
| SO264-4-2/8-9 | 3500 | 34.682 | 2.16 | 27.775 | 1.220 | NPDW/LCDW | 30.49 | –4.08 | 0.22 |
| SO264-4-2/5-6 | 4500 | 34.700 | 2.33 | 27.810 | 0.911 | LCDW | 29.16 | –6.67 | 0.22 |
| SO264-4-2/2-3 | 5300 | 34.703 | 2.20 | 27.816 | 0.812 | LCDW | 27.45 | –6.32 | 0.22 |
| SO264-5-2 (07.07.2018, 9°59.420′N, 178°27.619′E, depth: 5738 m) = S5 | |||||||||
| SO264-5-2/22-23 | 10 | 34.110 | 4.16 | 21.511 | 28.650 | SW | 3.96 | –1.88 | 0.28 |
| SO264-6-2 (08.07.2018, 18°33.600′N, 176°55.202′E, depth: 3578 m) = S6 | |||||||||
| SO264-6-2/22,24 | 50 | 34.980 | 4.44 | 22.328 | 25.594 | SW | 4.31 | ||
| SO264-6-2/20,21 | 120 | 35.200 | 4.30 | 23.144 | 23.150 | WNPCW | 4.45 | ||
| SO264-6-2/17,18 | 350 | 34.183 | 3.34 | 26.240 | 10.405 | WNPCW | 8.94 | –3.81 | 1.07 |
| SO264-6-2/14,15 | 700 | 34.375 | 1.07 | 27.154 | 5.219 | AAIW*NPIW | 14.62 | –2.42 | 0.35 |
| SO264-6-2/11,12 | 1000 | 34.523 | 1.41 | 27.420 | 3.870 | AAIW*NPIW | 15.93 | –2.14 | 0.35 |
| SO264-6-2/8,9 | 2000 | 34.628 | 1.81 | 27.685 | 1.854 | NPDW | 27.54 | –2.96 | 0.18 |
| SO264-6-2/5,6 | 3000 | 34.670 | 2.07 | 27.758 | 1.324 | NPDW/LCDW | 36.09 | –3.67 | 0.18 |
| SO264-6-2/2-3 | 3500 | 34.679 | 2.08 | 27.773 | 1.213 | NPDW/LCDW | 40.66 | –3.84 | 0.15 |
| SO264-7-2 (11.07.2018, 27°46.953′N, 175°36.531′E, depth: 5510 m) = S7 | |||||||||
| SO264-7-2/22,24 | 10 | 35.533 | 4.21 | 22.971 | 2.745 | SW | 4.12 | ||
| SO264-8-4 (13.07.2018, 33°29.272′N, 174°46.150′E, depth: 2716 m) = S8 | |||||||||
| SO264-8-4/22,24 | 50 | 34.821 | 5.22 | 24.914 | 18.883 | SW/WNPCW | 4.99 | –3.56 | 1.06 |
| SO264-8-4/20,21 | 90 | 34.779 | 4.84 | 25.251 | 17.395 | WNPCW | 4.99 | –3.64 | 1.13 |
| SO264-8-4/17,18 | 350 | 34.386 | 4.25 | 25.963 | 12.768 | WNPCW/NPIW | 9.53 | –3.66 | 0.92 |
| SO264-8-4/14,15 | 670 | 33.998 | 2.54 | 26.769 | 5.936 | NPIW | 8.40 | –2.84 | 0.35 |
| SO264-8-4/11,12 | 1000 | 34.272 | 0.69 | 27.246 | 3.605 | NPIW | 19.58 | –2.59 | 0.22 |
| SO264-8-4/8,9 | 1500 | 34.491 | 0.67 | 27.531 | 2.407 | NPIW/NPDW | 22.41 | –2.45 | 0.21 |
| SO264-8-4/5,6 | 2000 | 34.580 | 1.08 | 27.643 | 1.895 | NPDW | 24.86 | –2.61 | 0.21 |
| SO264-8-4/2,3 | 2687 | 34.645 | 1.71 | 27.729 | 1.442 | NPDW/LCDW | 30.63 | –2.99 | 0.21 |
| SO264-24-2 (22.07.2018, 44°48.067′N, 170°35.864′E, depth: 4294 m) = S9 | |||||||||
| SO264-24-2/24 | 25 | 32.866 | 6.53 | 25.644 | 7.681 | SW/PSUW | 14.66 | –2.13 | 0.35 |
| SO264-24-2/16 | 400 | 33.985 | 0.85 | 27.014 | 3.652 | PSIW | 20.09 | –2.28 | 0.15 |
| SO264-24-2/13 | 600 | 34.211 | 0.73 | 27.205 | 3.532 | PSIW*NPIW | 18.15 | –2.17 | 0.15 |
| SO264-24-2/9 | 1000 | 34.399 | 0.55 | 27.434 | 2.683 | NPDW*PSIW | 23.64 | –2.40 | 0.22 |
| SO264-24-2/6 | 2000 | 34.592 | 1.23 | 27.663 | 1.771 | NPDW | 27.02 | –2.66 | 0.18 |
| SO264-24-2/2 | 4265 | 34.684 | 1.97 | 27.783 | 1.122 | LCDW | 41.23 | –3.79 | 0.18 |
| SO264-40-2 (29.07.2018, 45°34.003′N, 170°18.005′E, depth: 5401 m) = S10 | |||||||||
| SO264-40-2/22-24 | 10 | 32.525 | 6.06 | 24.857 | 10.974 | SW | 15.27 | –2.11 | 0.15 |
| SO264-40-2/20-21 | 100 | 33.075 | 6.46 | 26.332 | 3.191 | PSUW | 14.46 | –1.94 | 0.15 |
| SO264-40-2/17-18 | 300 | 33.833 | 1.46 | 26.899 | 3.582 | PSIW | 19.65 | –2.10 | 0.22 |
| SO264-40-2/14-15 | 500 | 34.132 | 0.59 | 27.144 | 3.513 | PSIW | 21.06 | –2.17 | 0.22 |
| SO264-40-2/11-12 | 1000 | 34.401 | 0.51 | 27.436 | 2.661 | PSIW/NPDW | −− | –2.27 | 0.22 |
| SO264-40-2/8-9 | 2000 | 34.591 | 1.24 | 27.662 | 1.770 | NPDW | 27.38 | –2.78 | 0.22 |
| SO264-40-2/5-6 | 3500 | 34.671 | 1.91 | 27.764 | 1.246 | NPDW/LCDW | 36.18 | –3.44 | 0.22 |
| SO264-40-2/2-3 | 5375 | 34.687 | 1.77 | 27.787 | 1.097 | LCDW | 43.06 | –3.86 | 0.22 |
| SO264-67-2 (13.08.2018, 50°14.698′N, 168°35.153′E, depth: 5034 m) = S11 | |||||||||
| SO264-67-2/21 | 50 | 32.876 | 6.44 | 26.004 | 4.883 | PSUW | 13.29 | –1.71 | 0.24 |
| SO264-67-2/18 | 200 | 33.887 | 0.97 | 26.902 | 3.990 | PSUWSPIW | 17.90 | –2.10 | 0.24 |
| SO264-67-2/15 | 500 | 34.192 | 0.36 | 27.195 | 3.483 | PSIW | 20.57 | –2.33 | 0.28 |
| SO264-67-2/12 | 1000 | 34.409 | 0.38 | 27.444 | 2.654 | PSIW/NPDW | 23.51 | –2.20 | 0.22 |
| SO264-67-2/9 | 2000 | 34.602 | 1.26 | 27.677 | 1.684 | NPDW | 28.68 | –2.63 | 0.22 |
| SO264-67-2/6 | 3500 | 34.676 | 2.03 | 27.771 | 1.199 | NPDW/LCDW | 36.64 | –3.47 | 0.22 |
| SO264-67-2/3 | 5000 | 34.688 | 1.89 | 27.788 | 1.088 | LCDW | 41.54 | –3.79 | 0.22 |
Results of seawater Nd isotope composition and concentration from this study along with hydrographic parameters.
The water mass classification is based on the sources shown in Table 1.
Results
All Nd isotope and concentration data are reported in Table 2 along with the hydrographic properties of the samples, and are available through the PANGAEA database (
FIGURE 3

εNd(A,C) and [Nd] (B,D) profiles for all stations. Upper graphs (A,B) display the stations north of 40°N, whereas bottom graphs (B,C) show stations south of 40°N. The error bars for εNd are reported as 2SD.
FIGURE 4

Color-coded εNd and [Nd] along a longitudinal section (168.5°E to 179.8°W) from ∼7°S to ∼51°N. The proxy distribution patterns are underlain by oxygen (A) and salinity (B) isolines which outline the various water masses discussed in the text. Created by using Ocean Data View (
Southern-sourced surface waters can be identified by a large range of temperatures (19.5°C – 29.6°C) and salinities exceeding 34, while northern-sourced surface waters are confined to a narrow T-S range with salinities below 33. The salinity distribution at surface and intermediate depths thus is inherently linked to latitude. The surface and subsurface water masses can be divided into three zones based on their Nd isotope compositions (Figures 2, 4). The most radiogenic southern zone, representing the Equatorial Current System (ECS) stretches from 7°S to 4.5°N with the most radiogenic εNd signatures ranging between −0.8 ± 0.3 at S1 and 0.1 ± 0.3 at S3. A clear salinity maximum (36.18, S1, 157 m) indicates the presence of SPEW (
In the intermediate water layer between 500 and 1000 m depth, the water mass distribution is more complex (Figures 2, 4). At the southernmost station an oxygen minimum (1.85 ml/l) at 930 m depth marks the lower boundary of an intermediate water, which has T-S properties indicative of AAIW and εNd signatures ranging around −2.7 (S1, 500 and 1000 m and S1, 1000 m). At 7°N (S4), this water is clearly identifiable as AAIW based on T-S properties, εNd ranging between −2.0 ± 0.3 (500 m) and −1.7 ± 0.2 (1000 m), and [Nd] ranging between 8.8 pmol/kg and 11.2 pmol/kg. Between 33°N and 50°N (S8–S11), the εNd and [Nd] values follow the oxygen distribution. A clear oxygen minimum shallows from a core depth of 1300 m and 0.57 ml/l at S8 at mid latitudes to concentrations of 0.30 ml/l at a core depth of 770 m at the northernmost station (S11). This minimum zone is overlain by a salinity maximum referred to as NPIW (
Deep-waters of all stations have clear T-S characteristics of LCDW (Figure 2). At salinities between 34.67 and 34.69, this water flows northwards along bottom topography. At the southernmost stations the least radiogenic deep-water εNd signatures are found (εNd = −6.7 ± 0.2, S4 at 4500 m) (Figure 4). The Nd isotope composition continuously becomes more radiogenic with latitude peaking at S10 (εNd = −3.4 ± 0.2 at 3500 m). Oxygen concentrations slightly decrease northwards from 2.32 ml/l (S4) to 1.98 ml/l (S10). UCDW (salinity 34.59, θpot 2.92°C) has characteristically higher O2 values (2.2 ml/l) than all other waters at the corresponding depth and is only observed at station S1 at a depth of 1500 m. After upwelling in the northern basins LCDW is transformed into NPDW, which is encountered at S11 at 2000 m depth. After becoming less saline (34.6) and warmer (θpot = 1.68°C), NPDW flows west- and further southwards with εNd values around −2.6 ± 0.2. Along the entire section the waters at this depth have very similar hydrographic characteristics with θpot between 1.68°C and 2.06°C (at S11 and S1, respectively) and salinities between 34.58 and 34.64 (at S8 and S4, respectively). An excursion to slightly less radiogenic signatures is found at S6 (εNd = −4.0, 2000 m). The lower deep-water masses have very similar O2 values, whereas the upper deep layer reveals northwards decreasing oxygen levels, which are accompanied by increasing [Nd]. An exception to that trend occurs at S6, where the concentrations are higher than at the neighboring stations.
Discussion
Origin, Circulation and Mixing of Equatorial Surface Waters Based on εNd Distributions
Previous investigations have shown that radiogenic inputs from Papua-New-Guinea (PNG) and advection of less radiogenic waters from the open Pacific control the εNd and [Nd] signal in the Equatorial Current System (
FIGURE 5

Close-up of the εNd and [Nd] section between 7.5°S and 15°N and 0–600 m water depth with color-coded εNd and [Nd] values and salinity (A) and oxygen contours (B). Approximate positions of water masses (italics) and major surface currents (bold) are marked. Shaded areas indicate eastward flow. Created using Ocean Data View (
Nd Transformation Processes at Intermediate Depths and Implications for the Quantification of Intermediate Water Mass Circulation
Antarctic Intermediate Water (AAIW)
In the southern Pacific at a depth of 500–1000 m and in a density range between 26.8 kg/m3 and 27.5 km/m3 (
After its return to the western equatorial Pacific, modified AAIW partly exits the North Pacific via the Indonesian Throughflow, while another part is entrained in NPIW (
North Pacific Intermediate Water (NPIW)
To further investigate the influence of modified AAIW on NPIW and other northern Pacific intermediate waters, mixing calculations were carried out as follows:
and
where f1 and f2 are the mass fractions of two endmembers in the sample, respectively, S is the salinity and εNdmix is the εNd value of the mixture of the two end-members in each sample (e.g.,
TABLE 3
| Abbreviation | Water mass | Salinity | [Nd] | ε Nd | References |
| NPTW | North Pacific Tropical Water | 34.87 | 6.0 | –8.74 | |
| OIW | Okhotsk Intermediate Water | 32.38 | >26.5 | –3.6 | |
| PSIW | Pacific Subpolar Intermediate Water | 32.38 | 22.2 | –2.3 | |
| mod. AAIW | Antarctic Intermediate Water | 34.57 | 8.83 | –1.98 | S4, this study |
| AAIW | Antarctic Intermediate Water | 34.54 | 8.62 | –2.81 | |
| NPDW | North Pacific Deep Water | 34.64 | 32.95 | –2.12 | |
| LCDW1 | Lower Circumpolar Deep Water | 34.72 | 20.0 | –9.2 | |
| LCDW2 | Lower Circumpolar Deep Water | 34.69 | 45.92 | –3.4 |
End-member compositions used for mixing calculations.
FIGURE 6

Mixing relationships of major intermediate water masses (25.8 < σθ < 27.4) in the North Pacific based on εNd and salinity (A) and εNd and [Nd] (B). NPTW and OIW represent waters of the Kuroshio and the Oyashio respectively. PSIW reflects values at station 39-1 whereas mod AAIW is intermediate water found at station S4. Calculated mixing lines between the four end-members (Table 3) with 10% increments (black dots) are displayed.
Figure 6 shows mixing relationships for all intermediate waters based on data from this study as well as previously reported data (
Interestingly, signatures determined for the GAIW in the Gulf of Alaska (
The data overall clearly show that the isotopic composition and concentration of dissolved Nd in intermediate waters of the entire North Pacific can be explained by conservative mixing processes, if an initial alteration of end-members near the continental sources of PNG is accounted for. Thus, we conclude that Nd isotopes are a suitable tracer of intermediate water mass mixing in this region. The case of deep-waters is more complex and will be discussed below.
Processes Controlling [Nd] and εNd Distributions of Deep-Waters
Three processes within the water column control the distribution of dissolved Nd concentrations: external inputs, lateral transport, and vertical transfer. The latter includes reversible scavenging that leads to elevated Nd concentrations in deep water (
To differentiate between the impact of each process, mixing calculations were carried out for the deep-waters (>1500 m depth) based on the equations provided in section “North Pacific Intermediate Water (NPIW)”. As shown in Figure 7, two end-members were chosen for LCDW, which are pristine LCDW entering the North Pacific (
FIGURE 7

Mixing relationships of major deep-water masses in the northern Pacific based on Nd isotope compositions, salinity (A) and [Nd] (B). LCDW1 represents pristine LCDW1 from the South Pacific (
with 1 and 2 representing two stations along the flow path of a water mass.
At depths below 3000–3500 m, slightly altered LCDW is advected into the north-western Pacific at a neutral density of 28.0–28.27 with salinity values ranging between 34.62 and 34.73 (
Along the pathway of LCDW further north a clear trend toward more radiogenic εNd values and higher [Nd] is persistent which might indicate admixture of both northern end-members (NPDW and LCDW). Still, all samples at station S1 as well as at station S4 above 3500 m have a deficit in [Nd] compared to what is expected from water mass mixing only. The deeper samples at station S4 as well as most samples further north indicate increasing [Nd] excess with depth. Hence, the alteration of LCDW most likely results from a combination of water mass mixing at depths between 2000 and 3500 m and non-conservative processes affecting the entire deep-water range. Nd excess calculations reveal that addition of Nd with εNd values around +1.0 would lead to an initial alteration of pristine LCDW toward the values determined at station S4. This addition could be explained by benthic Nd release (
In the central North Pacific, the εNd signature required to reach the measured values would have to be between 2.0 to 3.0 εNd units more radiogenic (−2.0 < εNd < −1.0) than the average εNd of the overlying water masses. Therefore, vertical processes cannot account for this alteration. Furthermore, the particle flux in this region is very low, which reduces the potential importance of vertical transport. Hence, a different external input process must operate there. Possible more radiogenic sources may be sediments originating from Kamchatka or rocks of seamounts or island chains such as Hawaii (
Between 40°N and 50°N and thus in the transformation region of LCDW to NPDW (
In accordance with
Long-Term Nd Isotope Signal Stability
The comparison of our data with others obtained a year before south of the equator (
FIGURE 8

Comparison between stations of this study and previously reported data from adjacent sites [
Station S1 and station GeoB17018 reported by
Located 2°N and 7°E of station S6, the Nd isotope profile at station BO-5 (
The variability of water mass mixing and Nd characteristics in the subpolar gyre is assessed through comparison of the northernmost stations (station S11, this study and station TPS 47 39-1,
The comparison reveals that the Nd isotope signal in the water column has essentially remained stable over the past ∼30 years. This contrasts with observations made by
Summary and Conclusions
This study presents dissolved radiogenic Nd isotope and Nd concentration data of 57 seawater samples along an equatorial to North Pacific transect between 7°S and 50°N and between 179°W and 168.5°E obtained during RV Sonne cruise 264 in boreal summer 2018. These data, which cover a range from 0 to 5000 m water depth, are used to differentiate between major water masses and to constrain their mixing as well as non-conservative processes that control the Nd distribution in the North Pacific.
The surface waters near the equator are dominated by seasonally shifting surface currents, which is reflected by their εNd signals that are variably affected by radiogenic inputs from Papua New Guinea and are characterized by low [Nd] values due to large distances from source regions and removal by scavenging. The Nd budget of the northern Pacific surface waters is controlled by radiogenic inputs from the Aleutian Chain, admixture of central surface waters in the mixed water region of the Kuroshio Extension and by recirculation along the Subpolar Gyre. Intermediate waters in the study area are dominated by AAIW that circulates anticlockwise near the equator and is clearly modified by a radiogenic Nd isotope imprint from Papua-New-Guinea before it is entrained in the North Pacific. Further north, the advection and mixing of North Pacific Intermediate Water (NPIW) and Pacific Subpolar Intermediate Water (PSIW) can be followed applying a mixing model based on εNd and [Nd]. These calculations support a strong influence of modified AAIW on intermediate waters of the entire North Pacific.
The main deep-water input to the North Pacific occurs via the Samoan Passage, where Circumpolar Deep Water and AAIW above enter the basin. Deep-water εNd values become continuously more radiogenic during advection northwards along the complex bottom topography of the northern Pacific due to reversible scavenging, boundary exchange along volcanic seamount chains, bottom release and water mass mixing. Most of these processes also lead to an increase in Nd concentrations and together document that the deep-water Nd isotope composition and concentration cannot be reliably used to trace deep water mass mixing. In the northern Pacific Basins, bottom waters are transformed into North Pacific Deep Water (NPDW) that carries an εNd signal of ca. −2.6 to the western margin of the basin where it becomes less radiogenic by exchange with the Japanese coast before mixing with modified, more radiogenic UCDW from the Philippine Sea to form an eastward current leaving the North Pacific in the eastern equatorial region.
Comparison with previous studies in the North Pacific indicates that the distribution of Nd isotopes and concentrations has been remarkably stable over decades, which demonstrates that changes in surface water inputs such as dust or biological particles did not significantly alter the water column signatures but this observation may also reflect constant non-conservative Nd supply from the bottom sediments, which cannot be distinguished based on our data.
Statements
Data availability statement
All data generated for this study are available in Table 2 and through the PANGAEA database (
Author contributions
MFu processed the samples in the laboratory and wrote the manuscript. GL helped with sample preparation, analyzed the data, and contributed with discussions. DN and YY collected the samples at sea and contributed with discussions. MFr designed the study and contributed with discussions. All the authors contributed to the article and approved the submitted version.
Funding
The RV SONNE cruise SO264 to the North Pacific was funded by the German Federal Ministry of Education and Research (BMBF) [Project SO264 SONNE-EMPEROR (03G0264A), granted to DN].
Acknowledgments
We would like to thank the captain, crew, and participants of RV SONNE cruise SO264 for their support during sampling. We particularly thank Gaston Kreps, who ran the CTDs on SO264 and did the data processing. We also acknowledge Marcus Gutjahr (GEOMAR) and Jutta Heinze (GEOMAR) for help with the mass spectrometry and in the clean laboratory, respectively. This manuscript significantly benefited from handling by the editor Johan Schijf and the constructive comments given by the three reviewers.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
North Pacific Gyre, neodymium isotopes, water mass mixing, North Pacific Intermediate Water, water mass tracing
Citation
Fuhr M, Laukert G, Yu Y, Nürnberg D and Frank M (2021) Tracing Water Mass Mixing From the Equatorial to the North Pacific Ocean With Dissolved Neodymium Isotopes and Concentrations. Front. Mar. Sci. 7:603761. doi: 10.3389/fmars.2020.603761
Received
07 September 2020
Accepted
31 December 2020
Published
09 February 2021
Volume
7 - 2020
Edited by
Johan Schijf, University of Maryland Center for Environmental Science (UMCES), United States
Reviewed by
Brian A. Haley, Oregon State University, United States; Yingzhe Wu, Lamont-Doherty Earth Observatory (LDEO), United States; April N. Abbott, Macquarie University, Australia
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*Correspondence: Michael Fuhr, m.drove@gmail.com
This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science
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