Abstract
The low-latitude flow of water masses from the Pacific to the Indian Ocean, the Indonesian Throughflow (ITF), is a choke point of the surface ocean return flow of the ocean conveyor belt. Even though the significance of the ITF for the modern global ocean circulation and climate has long been established, little is known about the hemispheric origin of the water masses contributing to its overall transport in the past. Here, we take advantage of the distinctly different isotopic composition of subsurface nitrate in the Northern and Southern Hemisphere source waters to document the admixture of these waters in the ITF through time. Our record of bulk sedimentary δ15N from the Banda Sea, at the heart of the ITF, shows that Southern Hemisphere-sourced subsurface waters contributed significantly to the total ITF transport during the last 800,000 years. Because Southern Ocean processes ultimately set the biogeochemical source signature of the Southern Hemisphere endmember, the Banda Sea record implies an important conduit by which high southern latitude climate and ocean variability is transmitted into the global ocean.
Subject terms: Marine chemistry, Palaeoceanography
A sedimentary δ15N record from the Banda Sea shows a higher contribution and a more direct pathway from southern high latitudes to the Indonesian Throughflow over the past 800,000 years than previously thought.
Introduction
Water mass transport through the Indonesian Archipelago, the Indonesian Throughflow (ITF), is a critical gauge of salt and heat exchange between the vast Pacific Ocean and the Indian Ocean1,2. Specifically, the ITF transports ca. 15 Sv of subsurface-intermediate waters from the Pacific to the Indian, and further into the Atlantic Ocean, where it affects the Atlantic Meridional Overturning Circulation, AMOC3,4. As a result, the ITF is a critically important regulator of the global ocean circulation.
Today, the ITF is thought to transport mainly subsurface waters of predominantly North Pacific origin, North Pacific Tropical Water (NPTW) and North Pacific Intermediate Water (NPIW), respectively, with a minor admixture of thermocline and intermediate water of Southern Hemisphere origin, predominantly South Pacific Tropical Water (SPTW) and Subantarctic Mode Water (SAMW), accounting for 20% at most1,5–7. These estimates are based on T/S characteristics and velocity measurements1,8,9, or regional ocean models6,10. Actual observations, however, are rather short2,11 and overwhelmingly focused on the flow through the Makassar Strait2,12, which is inferred to be almost exclusively of Northern Hemisphere origin. While the significance of the ITF for global ocean heat and freshwater balances has long been established13, only a few recent studies have explored the nutrient export from the Pacific to the Indian Ocean through the ITF14,15. Neither of these studies provides evidence for the hemispheric origin of the Pacific nutrients.
Given its significance in the modern ocean and climate system, a number of studies have investigated changes in the ITF transport on millennial16–18, orbital4,19,20, and longer timescales21. Although these studies have greatly improved our understanding of past ITF variations, they remain inconclusive regarding the hemispheric origin of the ITF waters. This uncertainty is partly due to the studies’ location in the Makassar Strait16,18 or the exit passages of the ITF in the Indian Ocean17,19,22, as well as the reliance on non-conservative water mass tracers, such as ocean surface temperature4,17,19–21 that are also influenced by changes in atmospheric circulation and greenhouse gas concentrations. In addition, the difference in the T/S characteristics of the Southern and Northern Hemisphere source waters of the ITF8 is too small to be discernible using paleotemperature proxies. As a result, the relative contributions of Northern and Southern Hemisphere waters to the ITF over time remain uncertain.
The isotopic composition of nitrate, δ15N(nitrate), clearly distinguishes thermocline waters north and south of the equator in the Western Equatorial Pacific (WEP), with δ15N(nitrate) differences of more than 3.5‰23, thus providing an entirely independent tracer to study ITF transport. Southern WEP thermocline nitrate in SPTW is isotopically heavy (7.4–9.4‰) due to the addition of remineralized nitrate at the southern edge of the equatorial upwelling during advection around the subtropical gyre23,24. In contrast, NPTW nitrate is isotopically light (~ 5.7 ± 0.2‰) because of remineralization of organic matter with low δ15N from N2 fixation in the North Pacific gyre23–25.
Prior studies show that bulk sedimentary δ15N faithfully records past variations in subsurface/upper thermocline nitrate δ15N in the WEP25–27. Furthermore, there is a good correspondence between the distribution of regional sedimentary δ15N and expectations based on both model predictions of the isotopic composition of exported marine particulate matter, δ15N(export)28, and the neural network-based climatology of the isotopic composition of nitrate, δ15N(nitrate)29, which sets the δ15N(export) in this region.
This study presents an 800 kyr record of bulk sedimentary δ15N variability (Supplementary Notes) from the Banda Sea (site MD01-2380, 5°45.64’S/126°54.26’E, 3232 m water depth; Fig. 1a). As the majority of the ITF flows through the Banda Sea (see Supplementary Notes for details), it is ideally situated to monitor the mixed properties of Southern and Northern Hemisphere Pacific contributions to the ITF because it acts as a capacitor30 and key reservoir31 of Pacific waters prior to their export to the Indian Ocean. We show that the bulk sedimentary δ15N variability at site MD01-2380 records an admixture of northern and southern Pacific thermocline waters, with a continuous contribution of isotopically enriched nitrate from the southern WEP thermocline throughout the entire record.
Fig. 1. Synthesis of sedimentary δ15N records from the WEP.
a Bathymetric map of core sites, including site MD01-2380 in the Banda Sea (MD80; black star, this study). Schematic of major subsurface currents adopted from ref. 75: NEC North Equatorial Current, NGCUC New Guinea Coastal Undercurrent, EUC Equatorial Undercurrent, SEC South Equatorial Current, ITF Indonesian Throughflow. b Comparison of the Banda Sea δ15N record (site MD01-2380; black line) to the stacks of records influenced by Northern (blueish tones) and Southern (reddish tones) Hemisphere nitrogen cycling during the last 25,000 yrs. Thick colored lines show the time-dependent mean of four records each, with standard deviations indicated by the colored shadings. See Supplementary Table 1 and Supplementary Fig. 1 for references and details. Dots indicate modern δ15N of SPTW (red) and NPTW (blue) nitrate23. Note that sites are abbreviated to keep the figure clear. The map in (a) was generated using ODV76.
Results and discussion
Over the last 800 kyrs, δ15N in the Banda Sea varies between 3.9‰ at ~700 ka and 11.8 ‰ at ~50 ka, with a long-term average of 7.6‰ (Fig. 2b). Sedimentary δ15N encapsulates the isotopic composition of nitrate in the WEP and at the core site, because nutrient consumption is complete in the oligotrophic WEP32,33 and central Banda Sea14. δ15N(nitrate) in the Banda Sea is significantly enriched compared to the global average subsurface and deep water (δ15N(nitrate) of ca. 4.5–5.5‰29,34), despite an absence of local or regional water column denitrification in the well-oxygenated7 Banda Sea.
Fig. 2. Proxy records with precession and obliquity variability.
a δ15N record of site U148635 (red) and b δ15N record of site MD01-2380 (black), and c calculated offset (brown; see the “Methods” section) between the two δ15N records, Δδ15N. d Changes in obliquity (yellow) and precession (gray, inverted axis). e Percentages of biogenic opal (green) and alkenone concentration (light green) of core MD01-2380. Triangles indicate dating points of MD01-2380.
To address the origin of the isotopically enriched nitrate in the Banda Sea, we compare δ15N of site MD01-2380 in the Banda Sea to previously published and new δ15N records from the WEP for the last 25 kyrs (stack records; see the “Methods” section; Fig. 1b and Supplementary Fig. 1), from the northern WEP offshore Mindanao for the last 160 kyr (Supplementary Fig. 2; site MD06-3067), and from the southern WEP offshore Papua New Guinea for the last 800 kyrs (Fig. 2 and Supplementary Fig. 3; site U148635). Our comparison clearly demonstrates that the difference in subsurface δ15N(nitrate) observed in the water column today23,25 is coherently captured in sedimentary δ15N during the last 25 kyrs (Fig. 1b). While there is a large offset (on average 4.3‰) between the sites affected by Northern versus Southern-Hemisphere sourced nitrate, the difference between δ15N records with the same source of nitrate is minimal (average std. of 0.4‰ and 1.2‰ for the Northern and Southern Hemisphere stack, respectively; Fig. 1b).
Overall, the δ15N signal in the Banda Sea is clearly offset from the northern WEP stack record, by 2.7‰ on average during the last 25 kyrs, and closer to records reflecting the isotopically enriched Southern Hemisphere influence on δ15N in the region (offset of 1.6 ‰ on average during the last 25 kyrs; Fig. 1b). The offset between the Southern Hemisphere record at site U1486 and the new Banda Sea record, Δδ15N, averages around 2.3‰ for the last 800 kyrs (Fig. 2c). A comparison to the southern WEP stack record (Fig. 1b) suggests that Δδ15N maxima can be attributed to relatively elevated δ15N at site U1486 compared to the other southern WEP records rather than to a significantly reduced Southern Hemisphere contribution. The overall larger spread in δ15N in the Southern Hemisphere stack, including comparably higher δ15N values at site U1486 (Fig. 1b), is consistent with modern observations of the δ15N(nitrate) in the separate branches of the SPTW, reflecting potential variable addition of isotopically heavy remineralized nitrate, diapycnal mixing, and imprints of nitrogen fixation23.
To provide a quantitative approximation of the Southern Hemisphere contribution to the ITF in the Banda Sea, we used a simplified isotope mass balance, where the δ15N in the Banda Sea is equated to δ15N = x *δ15NNorth + (1−x)*δ15NSouth. Using the 160 kyrs δ15N records of sites MD06-3067 and of U1486 representing the δ15NNorth and δ15NSouth signals, respectively (Supplementary Fig. 4), the relative fractions (x) can be estimated. The Southern Hemisphere contribution ranged from less than 10% to more than 90%, with an average of slightly above 50% for the past 160 kyrs (Supplementary Fig. 4). The minima can be attributed to minor offsets in the age models between MD06-3067, MD01-2380, and U1486, which cause the records to converge during pronounced δ15N transitions. To explore the potential magnitude of hemispheric volume transport, we applied the δ15N-derived hemispheric fractions to modern upper-ocean ITF transport using a simple back-of-the-envelope calculation (see the “Methods” section). Considering only the shallow throughflow (0–300 m), our approximation suggests that Southern Hemisphere sources contribute up to 6.8 Sv, with an average of ~2.0 Sv to the ITF outflow through Timor Passage and Ombai Strait (corrected total of ~8.0 Sv, see the “Methods” section) over the past 160 kyrs (Supplementary Fig. 4). However, there are multiple factors that render these estimates an approximation only. (a) As detailed above, the δ15N signal at site U1486 is at the high end of the putative Southern Hemisphere δ15N source. Contribution of the Southern Hemisphere, calculated based on this record, is thus an absolute minimum estimate. (b) Nitrate concentrations in the thermocline today are significantly higher in the Southern compared to the Northern Hemisphere (ca. 8.8 versus ca. 1.9 μM23). Our derived volume estimates incorporate this imbalance using nitrate-weighted hemispheric contributions (see the “Methods” section), but this weighting assumes that the difference in modern nutrient concentrations also applies for the past. (c) The ITF involves complex and not fully understood mixing processes, including cooling, freshening, and water mass transformation2. (d) A precise quantification of hemispheric contributions to the ITF based on δ15N would necessitate detailed knowledge of key ocean variables, including nitrate concentrations in the Banda Sea, the ITF outflow, and the main source waters both today and in the past. Despite these uncertainties in the calculation of the relative hemispheric contributions, our results provide unambiguous evidence of a permanent and significant admixture of Southern Hemisphere nitrate to the ITF flowing through the Banda Sea during the past 800 kyrs.
Spectral analysis reveals significant δ15N variability in the Banda Sea record in the precession and obliquity bands (Fig. 3), with higher δ15N generally associated with periods of low precession and vice versa (Fig. 2, Supplementary Fig. 5). Assuming that there is a depth stratification to the Northern and Southern Hemisphere source of the ITF waters as inferred from modern T/S observations in the Banda Sea1, deeper mixing would be tapping into more Southern-Hemisphere sourced waters, resulting in enriched δ15N(nitrate). Such a deep mixing is rather likely during austral winter and spring, i.e., during periods of low precession36. Akin to modern seasonal variability, low precession would result in an overall higher Southern Hemisphere contribution and thus higher δ15N in the Banda Sea. However, the precessional signal is dominant and of the same sign in δ15N records of both the Northern and Southern Hemisphere source waters feeding into the ITF (Figs. 3, S3, S6). Therefore, we argue that the precessional variability in sedimentary δ15N is a direct effect of the equatorial upwelling on δ15N(nitrate) of thermocline and mode waters of the Southern Hemisphere and the addition of remineralized nitrate23,24.
Fig. 3. Power spectra of the proxy records.

a Spectra of MD01-2380 δ15N (black) and U1486 - MD01-2380 Δδ15N (brown) and of b opal content (green) and C37 alkenone concentration (light green) of MD01-2380 calculated with the REDFIT application of ref. 67. Dotted lines denote 95% confidence intervals. Vertical gray lines indicate the frequencies that correspond to precession and obliquity periodicities of 23 and 41 kyr.
Southern Hemisphere intermediate water, specifically SAMW, is considered the main conduit of Southern Ocean nutrients to the upper thermocline and surface layer of the WEP and subsequently the ITF23,24,37,38. SAMW-sourced water reaches the ITF upper water column potentially via several pathways. Modern surface ocean radiocarbon data trace the origin of Southern Hemisphere surface water in the Indonesian Sea to the eastern equatorial Pacific upwelling system37, where SAMW, transported equatorward at intermediate depths, upwells to the surface off Peru39,40. SAMW-sourced surface water subsequently flows westward via both South Equatorial Current (SEC) branches, before leaving the Pacific through the ITF and the Banda Sea into the Indian Ocean. While eastern margin surface water may constitute the main component of ITF surface water37, it likely represents a minor source of nutrients to surface and export production in the WEP and the ITF, as it is largely stripped of its nutrients along its westward trajectory across the Pacific23,24,41,42. Modern δ15N(nitrate) and nutrient distributions in the WEP and the equatorial Pacific instead support the notion that Southern Ocean nutrients resupply the WEP upper thermocline and surface layer via the advection of SPTW, formed through the subduction of nutrient-depleted surface water in the central subtropical Pacific43,44, and diapycnal mixing with underlying nutrient-rich SAMW as part of the gyre circulation24. The Southern Ocean waters do not only feed into the ITF but are also the main source of nitrate in the Equatorial Undercurrent (EUC)23, which shuttles the precessional signal across the entire equatorial Pacific24,26 where it is recorded both in the eastern tropical Pacific proper26,45,46 as well as farther north, at the California Margin (ODP101247; Supplementary Fig. 2). Eventually, the Northern Hemisphere WEP nitrate reflects the isotopic composition of nitrate advected from the denitrification zones of the Eastern Tropical North Pacific, overprinted by N2 fixation in the North Pacific gyre23,25. This signal is recorded at site MD06-3067 off Mindanao (Supplementary Fig. 2).
Previous studies have provided evidence for the upwelling of the southern Pacific water masses in the equatorial Pacific during the deglaciations48,49. However, to the extent that our scenario to explain the pervasive precessional δ15N signal of the same sign both north and south of the equator is correct, our records evidence a remarkable long-term stability of the nitrogen cycle all along the equatorial Pacific, and by inference, of the southern Pacific contribution (see also Supplementary Fig. 2). It is this tight coupling that ultimately explains the precessional signal in both δ15N and Δδ15N in the Banda Sea.
In addition to the low-latitude precession signal, the δ15N record in the Banda Sea also displays a strong obliquity signal (Figs. 2 and 3). As discussed in ref. 35, the obliquity signal in the southern WEP is the result of obliquity modulation of both SAMW production and advection, and of sub-Antarctic nutrient utilization. The latter determines the nutrient50 and isotopic24 properties of SAMW before it spreads throughout the Southern Hemisphere and provides the nutrients of the equatorial Pacific thermocline. The absence of a strong obliquity signal at site U1486 during the last 800 kyrs35 (Supplementary Fig. 6) vis-à-vis the clear imprint of an obliquity signal in the Banda Sea (Fig. 3) is plausibly explained by a weaker contribution of SAMW-derived nitrate at the former site, which is also consistent with the overall heaviest, SPTW-derived δ15N signal at site U1486 compared to the other records from the Southern Hemisphere stack (see above). Considering the limited influence of obliquity modulation on tropical ocean and climate variability, the significant obliquity signal of δ15N in the Banda Sea provides strong additional evidence of a continuous contribution of high southern-latitude sourced nitrate to the ITF.
New proxy records of past production from the same core in the Banda Sea are consistent with the δ15N-based scenarios developed above. Both alkenone concentration and percent concentrations of biogenic opal (see the “Methods” section) display comparable variability in the precession band throughout much of the record (Fig. 2), suggesting that the dominant mechanism affecting primary production (PP) in the Banda Sea overall is not specific to a certain phytoplankton group. Specifically, higher production in the central Banda Sea is generally associated with high precession (Figs. 2 and 3). Prior reconstructions from the eastern Banda Sea inferred a similar response to precessional forcing, with peak primary production during austral winter51. Importantly, the orbital variability observed in the record of biogenic opal (Fig. 3b) provides an entirely independent line of evidence for continuous Southern Hemisphere influence on Banda Sea nutrients, and thus on ITF transport more generally. Sedimentary biogenic opal is a proxy measure of surface ocean production by diatoms52 (see the “Methods” section), which, in addition to factors affecting all PP, are especially dependent on the availability of silicic acid. Therefore, the significant obliquity forcing evident in only the record of biogenic opal but not alkenones of MD01-2380 (Fig. 3b) indicates continuous Southern Hemisphere influence on the core site, through the Southern Ocean control on thermocline nutrients, in particular silicic acid50.
No significant 100-kyr cycles can be detected in the δ15N record of site MD01-2380, despite the potentially strong influence of glacial-interglacial sea level fluctuations on the land–sea configuration along the ITF path. Several studies from the Makassar Strait and the Timor Sea indicate a shift from a surface-dominated flow during glacials to a thermocline-dominated flow during interglacials, driven by sea-level rise and inundation of the Java Sea19,20. According to these studies, the relatively fresher waters of the Sunda Shelf/Java Sea induce a freshwater plug south of the Makassar Strait, inhibit a southward flow of surface waters there, and facilitate the thermocline flow of the ITF, akin to its modern seasonal variation53,54. This would affect nitrate concentrations, because surface waters are nutrient-depleted, but not the sedimentary δ15N in the Banda Sea, which is derived from the thermocline and would only change if the relative contribution of the Northern and Southern Hemisphere source waters to the ITF changes. Moreover, the contribution of the Karimata Strait to the ITF is only about 0.8 Sv2,55. The Karimata and Lombok Straits are the only shallow passages of the ITF that are affected by changing sea-level on a glacial–interglacial scale and are unrelated to the δ15N composition in the Banda Sea. The few available studies that suggest sea level-driven changes in the relative contribution of Northern and Southern Hemisphere source waters to the ITF predate our records and are partly related to tectonic reorganizations21,56.
In conclusion, the record of sedimentary δ15N from the central Banda Sea presented here provides unambiguous evidence of continued Southern Hemisphere contributions of a substantial fraction of ITF transport during the last 800,000 years. This inference is based on both the overall δ15N signal vis-à-vis southern and northern hemispheric source signatures and on the strong obliquity signal evident in the records of biogenic opal and sedimentary δ15N. The Southern Hemisphere does, therefore, not only exert a dominant control on modern EUC nutrients23 feeding the vast equatorial Pacific ecosystem but also provides a substantial fraction of the nutrient flux through the ITF. Given evidence that the ITF contributes significantly to subsurface ocean transport through the Indian Ocean and around the southern tip of Africa overall (Agulhas leakage)4, and to Indian Ocean nitrogen cycling in particular57, this inferred far-field transport is thus an avenue to introduce a distinct δ15N signature, including its orbital modulation, to large parts of the ocean.
Methods
Material
Core MD01-2380 was retrieved in the central Banda Sea (5°45.64’S, 126°54.25’E, 3232 m water depth) during the R/V Marion-Dufresne IMAGES VII Cruise58. The core was sampled at 5 cm intervals for oxygen and nitrogen isotope analysis, as well as for biogenic opal and alkenone measurements.
To assess the origin of the nitrate in the Banda Sea, we compare δ15N of site MD01-2380 to a suite of WEP δ15N records (see Supplementary Table 1) covering the last 25 kyrs, including newly generated records of MD06-3067, MD98-2181, MD98-2177, MD97-2138, MD05-2920, and MD98-2162. These cores were all collected as part of the IMAGES program during the R/V Marion-Dufresne Cruises MD10659, IMAGES IV, XIII60, and XIV61.
We further use δ15N records from the northern WEP offshore Mindanao for the last 160 kyr (MD06-3067; ref. 25 and this study), and from the southern WEP for the last 800 kyrs (site U148635).
Isotope measurements
Stable oxygen isotope analysis on planktic foraminifera Globigerinoides ruber tests (size fraction 250-355 µm) of MD01-2380 was performed at MARUM, University of Bremen, using a Finnigan MAT 251 mass spectrometer with Kiel I devices. The internal carbonate standard is a Solnhofen Limestone, which is calibrated to the National Bureau of Standards (NBS) 19 standard. The long-term analytical precision is better than ±0.07‰.
Sedimentary δ15N (δ15Nsample = [(15N/14N)sample/(15N/14N)reference– 1] *1000) was analyzed on ca. 60 mg of freeze-dried sediment, homogenized in an agate mortar, packed and enclosed within a tin capsule, placed in a carousel, and combusted to N2 for N isotopic analysis62. Analyses were carried out at the Yale Analytical and Stable Isotopic Center YASIC (Yale University), using a Costech ECS 4010 Elemental Analyzer with Conflo III interface (core MD01-2380) and at the Pacific Centre for Isotopic and Geochemical Research (University of British Columbia), using a Carlo Erba NC 2500 elemental analyzer coupled to a Finnigan Mat Delta Plus mass spectrometer (cores MD98-2181, MD06-3067, MD98-2177, MD05-2920, MD98-2162, MD97-2138). The precision of the isotopic analyses based on in-house standard measurements is ±0.2‰.
Biogenic opal
Biogenic opal of MD01-2380 samples was determined at Dalhousie University by extraction of silica from 20 mg subsamples by a 2 M Na2CO3 solution at 85 °C, following methods developed by ref. 63. Dissolved silica concentrations in the extract were determined by molybdenum blue spectrophotometry and multiplied by 2.4 to derive percent opal concentrations. The overall agreement of %biogenic opal with absolute diatom abundances quantified in the same core, but for the last 400 kyrs only supports our interpretation of % biogenic opal as a proxy of production by diatoms in the Banda Sea throughout the last 800 kyrs.
Alkenone analysis
Alkenone concentrations in MD01-2380 samples were measured at the National Taiwan Ocean University, following the method of ref. 64. Briefly, organic compounds were extracted from ca. 2.5 g of freeze-dried, powdered sediment using a Dionex ASE 350 accelerated solvent extractor with a dichloromethane: methanol (6:4, v/v) solvent at 100 °C and 7.6 × 10⁶ Pa. Alkenones were separated from total extractable lipids (TEL) using silica column chromatography. Four fractions were collected based on polarity: F1 (n-hexane), F2 (n-hexane: toluene, 3:1), F3 (toluene), and F4 (toluene:methanol, 3:1). For alkenone concentrations, the F3 fraction was analyzed after addition of an internal standard (C36H74) using a Hewlett-Packard 6890 Series N Gas Chromatograph (GC) with flame ionization detection (FID). Alkenones were identified by their retention times in comparison to a synthetic standard.
Age model
The age-depth model of MD01-2380 is based on five calibrated radiocarbon ages, adopted from ref. 65, and on the alignment of the δ18O record of the planktic foraminifera G. ruber to the G. ruber δ18O record of U148635 (Supplementary Fig. 3). Note that the age model of U1486 was adopted from ref. 35. It is based on a 14C date at the core top, on the alignment of x-ray fluorescence data to a nearby core, and on the alignment of benthic δ18O to the LR04 benthic stack of ref. 66. Because the δ15N records of MD01-2380 and U1486 show consistent variability over the last 800 kyr, we used these records to refine the age–depth model, in particular toward the bottom of the core.
Prior to calculating the offset between the Banda Sea δ15N record and the Southern Hemisphere record at site U1486, Δδ15N (U1486 minus MD01-2380), the original records were interpolated to time steps of 2500 yrs.
The age models of cores MD98-2181, MD06-3067, MD98-2177, MD05-2920, MD98-2162, and MD97-2138 were adopted from previous publications as indicated in Supplementary Table 1.
Spectral analysis
We performed spectral analyses of the δ15N records of MD01-2380, U1486, and MD06-3067, of the U1486 - MD01-2380 Δδ15N record, and of the alkenone and opal records of MD01-2380 to assess the statistical significance of cyclic variations in the precession and obliquity bands. Prior to the analysis, all records were interpolated to even time steps of 2500 yrs, which is close to the average temporal resolution of U1486. Note that we only used the last 810 kyr of the U1486-record. To exclude long-term variations from the spectral analysis, frequencies below 0.005 kyr−1 (for δ15N, alkenone concentrations and opal) and 0.013 kyr−1 (for Δδ15N) were eliminated from the records, even though they are not significant in the records. The spectral analyses were performed with the REDFIT application67. We used a Welch-type spectral window, three WOSA segments, and an oversampling factor of four to increase the resolution of sample frequencies.
Stack records
The stack records presented here are focused on high-resolution records from the WEP north and south of the equator (see Supplementary Table 1 for details), mostly from identical or close-by sites to water column profiles of δ15N(nitrate)23. The separation of cores into a Southern and Northern Hemisphere stack is based on hydrographic consistency, not latitude per se. Thus, cores from Makassar Strait (sites MD98-2162 and MD98-2177), which are inferred to be dominated by northern-sourced waters, are included in the Northern Hemisphere stack despite their southern location. Conversely, the record of ref. 68 from site MD01-2386 is included in the southern stack despite the Northern Hemisphere location. Prior to the calculation of the δ15N stack records, all time series were linearly interpolated to even time steps of 500 yrs, corresponding to the average resolution of the original records (Supplementary Fig. 1). The Northern and Southern Hemisphere stacks were then calculated as time-dependent mean, i.e. the mean δ15N of the individual records included in the stacks at each time step, with the corresponding standard deviation. Importantly, the absolute hemispheric δ15N signals inferred from the stack records, including the association of individual sites with the Northern or Southern Hemisphere, are fully consistent with prior lower resolution records from the more open WEP at large, which are not included in the stack here26,69,70. The sedimentary δ15N of the Northern Hemisphere stack (Fig. 1b, Supplementary Fig. 1) is slightly lower than water column δ15N nitrate off Mindanao, at the entrance of Makassar Strait23,25. This could be due to any combination of two reasons: the water column data only provide a single snapshot in time and are somewhat limited in their spatial and depth resolution of the competing and seasonally varying water masses71–73 off Mindanao and might thus not be fully representative of minimum δ15N(nitrate) in the northern WEP. Further, the δ15N(nitrate) could be made lighter still by additional remineralization of N2 fixation in the Makassar Strait, represented by three of the four records in the stack. Note also, the isotopically most enriched Northern Hemisphere δ15N record from the open WEP, site MD06-3067, lacks data for the last ca. 3 kyrs25.
Estimates of Southern vs. Northern Hemisphere sourced contributions to the ITF volume transport
To approximate the relative Northern vs. Southern Hemisphere contributions to the ITF volume transport, we applied a simplified mixing approach based on δ15N-derived hemispheric source fractions and modern-day ITF volume transport. Because our δ15N record reflects thermocline nitrate, we used the 0–300 m export through the Ombai Strait and Timor Passage (8.6 Sv6,53) as the relevant upper‑ocean ITF outflow. We subtracted the net Karimata Strait inflow (~0.6 Sv = ~0.8 Sv total inflow minus ~0.2 Sv exiting directly through Lombok Strait10,55; outflow through the Sunda Strait was not subtracted, because the fraction sourced from the Karimata Strait cannot be quantified) from the ITF outflow, assuming that water transiting through the shallow Karimata Strait is predominantly derived from relatively fresh, nutrient-depleted surface water of the South China Sea. This correction accounts for the notion that nitrate-depleted surface water would impact volume transport and overall nutrient concentrations through mixing while leaving the δ15N signature largely unaltered. Notably, the Sunda Shelf is exposed during glacial periods. Since our calculation is based on the modern-day ITF transport, this is not considered in our calculations. Since the Karimata inflow builds only a small fraction of the relevant ITF flow, glacial changes would not strongly affect the results.
To convert δ15N-derived hemispheric fractions into volume contributions, we first applied an inverse weighting factor (~4.6×) to the Southern Hemisphere fractions to account for the observed disparity in modern nutrient concentrations between the two endmembers. This weighting ensures that the nutrient-rich southern endmember does not disproportionally affect the inferred volume estimate (i.e., avoids overestimating the contribution of the high-nitrate southern source). The weighted endmember fractions were subsequently normalized to unity and multiplied by the corrected total transport to derive a nitrate-adjusted volume estimate for Southern and Northern thermocline sources to the upper ITF outflow.
Supplementary information
Acknowledgements
We dedicate this paper to the memory of our first author, Markus Kienast (1969–2025), who passed away after the submission of this manuscript. Markus was an exceptional scientist, mentor, colleague, and dear friend whose intellectual rigor, generosity, and candor profoundly shaped this work. His enthusiasm for science and his joy in collaboration left a lasting imprint on us and on all who had the privilege to work with him. He is deeply missed. The authors thank Brad Erkkila (Yale Analytical and Stable Isotope Center, YASIC) for δ15N analysis and Emma Taniguchi (Dalhousie) for sample preparations and determinations of biogenic opal. Birgit Meyer-Schack, Maike Steinkamp, and Henning Kuhnert at the Laboratory for Stable Isotopes (MARUM) are acknowledged for δ18O analysis. Lowell Stott (USC) kindly shared an unpublished age model of core MD98-2177. This study would not have been possible without sediment core material recovered during Marion Dufresne (IMAGES) and RV SONNE expeditions. We thank the chief scientists, captains, and crews of these sampling campaigns for their dedication and efforts, and Luc Beaufort, Lowell Stott, and the OSU Core Repository for sharing sample material. We gratefully acknowledge funding support by NSERC (DG and SRO programs) to M.K., the German Research Foundation, DFG, projects BASE-ITF (MO 2546/3-1) and Cluster of Excellence “The Ocean Floor—Earth’s Uncharted Interface”, EXC 2077, 390741603 to M.M., NSF China (42006057) and the China Postdoctoral Council Fund (PC2019086) to Z.L., Taiwan MOST and NSTC grants (MOST 110-2116-M-019-005, MOST 111-2116-M-019-004, NSTC 112-2116-M-019-004) to M.-T.C., and the Taiwan (M.-T.C.) and Canada (M.K.) IMAGES programs.
Author contributions
M.K.: Writing—original draft, writing—review and editing, formal analysis, funding acquisition, and conceptualization. M.H.: Writing—original draft, writing—review and editing, formal analysis, and visualization. N.L.: Writing— review and editing, and formal analysis. P.A.R.: Writing—review and editing. Z.L.: Formal analysis. M.-T.C.: Formal analysis and funding acquisition. M.M.: Writing—review and editing, funding acquisition, and conceptualization.
Peer review
Peer review information
Nature Communications thanks Gerald Auer, Sophie Nuber, Larry Pratt, J. R. Toggweiler and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. A peer review file is available.
Funding
Open Access funding enabled and organized by Projekt DEAL.
Data availability
All data generated in this study have been deposited in the PANGAEA database under accession code 10.1594/PANGAEA.98348974. Data are licensed under CC-BY and accessible without restrictions. The δ15N data of U148635 used in this study are available in the NCEI database of NOAA under accession code 10.25921/4pja-e644.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Deceased: Markus Kienast.
Contributor Information
Martina Hollstein, Email: mhollstein@marum.de.
Mahyar Mohtadi, Email: mmohtadi@marum.de.
Supplementary information
The online version contains supplementary material available at 10.1038/s41467-026-71786-1.
References
- 1.Gordon, A. L. & Fine, R. A. Pathways of water between the Pacific and Indian oceans in the Indonesian seas. Nature379, 146–149 (1996). [Google Scholar]
- 2.Sprintall, J. et al. Detecting Change in the Indonesian Seas. Front. Mar. Sci.6, (2019). 10.3389/fmars.2019.00257
- 3.Rousselet, L., Cessi, P. & Forget, G. Routes of the upper branch of the Atlantic Meridional overturning circulation according to an ocean state estimate. Geophys. Res. Lett.47, (2020). 10.1029/2020gl089137 [DOI] [PMC free article] [PubMed]
- 4.Zhang, P. et al. Precession-driven variations in the Indonesian Throughflow thermocline and its implications on the Agulhas leakage. Geophys. Res. Lett.51, (2024). 10.1029/2024gl110520
- 5.Sprintall, J. et al. The Indonesian seas and their role in the coupled ocean–climate system. Nat. Geosci.7, 487–492 (2014). [Google Scholar]
- 6.Liang, L., Xue, H. & Shu, Y. The Indonesian Throughflow and the circulation in the Banda Sea: a modeling study. J. Geophys. Res.: Oceans124, 3089–3106 (2019). [Google Scholar]
- 7.Talley, L. D. & Sprintall, J. Deep expression of the Indonesian Throughflow: Indonesian intermediate water in the South Equatorial Current. J. Geophys. Res.: Oceans110, (2005). 10.1029/2004jc002826
- 8.Gordon, A. L. Oceanography of the Indonesian seas and their Throughflow. Oceanography18, 14–27 (2005). [Google Scholar]
- 9.Yuan, D. et al. A Maluku Sea intermediate western boundary current connecting Pacific Ocean circulation to the Indonesian Throughflow. Nat. Commun.13, 2093 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Guo, Y. et al. Water sources of the Lombok, Ombai and Timor outflows of the Indonesian Throughflow. Front. Mar. Sci.10, (2023). 10.3389/fmars.2023.1326048
- 11.Gordon, A. L. et al. The Indonesian Throughflow during 2004–2006 as observed by the INSTANT program. Dyn. Atmos. Oceans50, 115–128 (2010). [Google Scholar]
- 12.Wang, Z. et al. Water mass variations in the Maluku Channel of the Indonesian Seas during the winter of 2018–2019. J. Geophys. Res.: Oceans128, (2023). 10.1029/2022jc018731
- 13.Wyrtki, K. Physical Oceanography of the Southeast Asian waters. Scientific results of marine investigations of the South China Sea and the Gulf of Thailand, NAGA report 2, (University of California, Scripps Institue of Oceanography, La Jolla, 1961).
- 14.Ayers, J. M., Strutton, P. G., Coles, V. J., Hood, R. R. & Matear, R. J. Indonesian Throughflow nutrient fluxes and their potential impact on Indian Ocean productivity. Geophys. Res. Lett.41, 5060–5067 (2014). [Google Scholar]
- 15.Xie, T., Newton, R., Schlosser, P., Du, C. & Dai, M. Long-term mean mass, heat and nutrient flux through the Indonesian Seas, based on the Tritium Inventory in the Pacific and Indian Oceans. J. Geophys. Res.: Oceans124, 3859–3875 (2019). [Google Scholar]
- 16.Schröder, J. F., Holbourn, A., Kuhnt, W. & Küssner, K. Variations in sea surface hydrology in the southern Makassar Strait over the past 26 kyr. Quat. Sci. Rev.154, 143–156 (2016). [Google Scholar]
- 17.Zuraida, R. et al. Evidence for Indonesian Throughflow slowdown during Heinrich events 3–5. Paleoceanography24, (2009). 10.1029/2008pa001653
- 18.Zhang, P. et al. Variability of the Indonesian Throughflow thermal profile over the last 25-kyr: a perspective from the southern Makassar Strait. Glob. Planet. Change169, 214–223 (2018). [Google Scholar]
- 19.Xu, J., Kuhnt, W., Holbourn, A., Andersen, N. & Bartoli, G. Changes in the vertical profile of the Indonesian Throughflow during Termination II: evidence from the Timor Sea. Paleoceanography21, (2006). 10.1029/2006pa001278
- 20.Ding, X., Bassinot, F., Pang, X., Kou, Y. & Zhou, L. Heat transport processes of the Indonesian Throughflow along the outflow pathway in the eastern Indian Ocean during the last 160 Kyr. Paleoceanogr. Paleoclimatol.38, (2023). 10.1029/2023PA004620
- 21.Petrick, B. et al. Glacial Indonesian Throughflow weakening across the Mid-Pleistocene climatic transition. Sci. Rep.9, (2019). 10.1038/s41598-019-53382-0 [DOI] [PMC free article] [PubMed]
- 22.Matsuzaki, K. M., Holbourn, A. E., Kuhnt, W. M., Ikeda, M. & Gong, L. Variability of the Indonesian Throughflow and Australian monsoon across the mid Pleistocene transition (IODP 363, Site U1483). Earth Planet. Sci. Lett.624, (2023). 10.1016/j.epsl.2023.118437
- 23.Lehmann, N. et al. Isotopic evidence for the evolution of subsurface nitrate in the Western Equatorial Pacific. J. Geophys. Res.: Oceans10.1002/2017jc013527 (2018).
- 24.Rafter, P. A., DiFiore, P. J. & Sigman, D. M. Coupled nitrate nitrogen and oxygen isotopes and organic matter remineralization in the Southern and Pacific Oceans. J. Geophys. Res.: Oceans118, 4781–4794 (2013). [Google Scholar]
- 25.Kienast, M. et al. A mid-Holocene transition in the nitrogen dynamics of the western equatorial Pacific: evidence of a deepening thermocline? Geophys. Res. Lett.35, (2008). 10.1029/2008gl035464
- 26.Rafter, P. A. & Charles, C. D. Pleistocene equatorial Pacific dynamics inferred from the zonal asymmetry in sedimentary nitrogen isotopes. Paleoceanography27, (2012). 10.1029/2012pa002367
- 27.Yoshikawa, C., Nakatsuka, T. & Kawahata, H. Transition of low-salinity water in the Western Pacific Warm Pool recorded in the nitrogen isotopic ratios of settling particles. Geophys. Res. Lett.32, (2005). 10.1029/2005gl023103
- 28.Galbraith, E. D. & Kienast, M. & members, N. w. g. The acceleration of oceanic denitrification during deglacial warming. Nat. Geosci.6, 579–584 (2013). [Google Scholar]
- 29.Rafter, P. A., Bagnell, A., Marconi, D. & DeVries, T. Global trends in marine nitrate N isotopes from observations and a neural network-based climatology. Biogeosciences16, 2617–2633 (2019). [Google Scholar]
- 30.Gordon, A. L. & Susanto, R. D. Banda Sea surface-layer divergence. Ocean Dyn.52, 2–10 (2001). [Google Scholar]
- 31.Hautala, S. L. et al. Velocity structure and transport of the Indonesian Throughflow in the major straits restricting flow into the Indian Ocean. J. Geophys. Res.: Oceans106, 19527–19546 (2001). [Google Scholar]
- 32.Turk, D., McPhaden, M. J., Busalacchi, A. J. & Lewis, M. R. Remotely sensed biological production in the equatorial Pacific. Science293, 471–474 (2001). [DOI] [PubMed] [Google Scholar]
- 33.Peña, M. A., Lewis, M. R. & Cullen, J. J. New production in the warm waters of the tropical Pacific Ocean. J. Geophys. Res.99, 14255–14268 (1994). [Google Scholar]
- 34.Fripiat, F. et al. Nitrogen isotopic constraints on nutrient transport to the upper ocean. Nat. Geosci.14, 855–861 (2021). [Google Scholar]
- 35.Lambert, J. E. et al. Equatorial Pacific bulk sediment δ15N supports a secular increase in Southern Ocean nitrate utilization after the mid-Pleistocene Transition. Quat. Sci. Rev.278 (2022). 10.1016/j.quascirev.2021.107348
- 36.Ismail, M. F. A. et al. Observations of barrier layer seasonal variation in the Banda Sea. J. Geophys. Res. Oceans129 (2024). 10.1029/2023jc020829
- 37.Toggweiler, J. R., Druffel, E. R. M., Key, R. M. & Galbraith, E. D. Upwelling in the Ocean Basins North of the ACC: 1. On the upwelling exposed by the surface distribution of Δ14C. J. Geophys. Res.: Oceans124, 2591–2608 (2019). [Google Scholar]
- 38.Palter, J. B., Sarmiento, J. L., Gnanadesikan, A., Simeon, J. & Slater, R. D. Fueling export production: nutrient return pathways from the deep ocean and their dependence on the Meridional Overturning Circulation. Biogeosciences7, 3549–3568 (2010). [Google Scholar]
- 39.Qu, T., Gao, S., Fukumori, I., Fine, R. A. & Lindstrom, E. J. Origin and pathway of equatorial 13 °C water in the Pacific identified by a simulated passive tracer and its adjoint. J. Phys. Oceanogr.39, 1836–1853 (2009). [Google Scholar]
- 40.Toggweiler, J. R., Druffel, E. R. M., Key, R. M. & Galbraith, E. D. Upwelling in the Ocean Basins North of the ACC: 2. How cool Subantarctic water reaches the surface in the tropics. J. Geophys. Res. Oceans124, 2609–2625 (2019). [Google Scholar]
- 41.Rafter, P. A., Sigman, D. M., Charles, C. D., Kaiser, J. & Haug, G. H. Subsurface tropical Pacific nitrogen isotopic composition of nitrate: biogeochemical signals and their transport. Glob. Biogeochem. Cycles26, (2012). 10.1029/2010gb003979
- 42.Peters, B. D., Lam, P. J. & Casciotti, K. L. Nitrogen and oxygen isotope measurements of nitrate along the US GEOTRACES Eastern Pacific Zonal Transect (GP16) yield insights into nitrate supply, remineralization, and water mass transport. Mar. Chem.201, 137–150 (2018). 10.1016/j.marchem.2017.09.009
- 43.Tsuchiya, M., Lukas, R. & Fine, R. Source waters of the Pacific Equatorial undercurrent. Prog. Oceanogr.23, 46 (1989). [Google Scholar]
- 44.O’Connor, B. M., Fine, R., Maillet, K. A. & Olson, D. B. Formation rates of subtropical underwater in the Pacific Ocean. Deep Sea Res. Part I: Oceanogr. Res. Pap.49, 1571–1590 (2002). [Google Scholar]
- 45.Dubois, N. & Kienast, M. Spatial reorganization in the equatorial divergence in the Eastern Tropical Pacific during the last 150 kyr. Geophys. Res. Lett.38, (2011). 10.1029/2011gl048325
- 46.Robinson, R. S., Martinez, P., Pena, L. D. & Cacho, I. Nitrogen isotopic evidence for deglacial changes in nutrient supply in the eastern equatorial Pacific. Paleoceanography24, (2009). 10.1029/2008pa001702
- 47.Liu, Z., Altabet, M. A. & Herbert, T. D. Plio-Pleistocene denitrification in the eastern tropical North Pacific: Intensification at 2.1 Ma. Geochem. Geophys. Geosyst.9, (2008). 10.1029/2008gc002044
- 48.Spero, H. & Lea, D. W. The cause of carbon isotope minimum events on glacial terminations. Science296, 522–525 (2002). [DOI] [PubMed] [Google Scholar]
- 49.Zhang, S. et al. Thermal coupling of the Indo-Pacific warm pool and Southern Ocean over the past 30,000 years. Nat. Commun.13, 5457 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Sarmiento, J. L., Gruber, N., Brzezinski, M. A. & Dunne, J. P. High-latitude controls of thermocline nutrients and low latitude biological productivity. Nature427, 56–59 (2004). [DOI] [PubMed] [Google Scholar]
- 51.Beaufort, L., van der Kaars, S., Bassinot, F. C. & Moron, V. Past dynamics of the Australian monsoon: precession, phase and links to the global monsoon concept. Clim. Past6, 695–706 (2010). [Google Scholar]
- 52.Ragueneau, O. et al. A review of the Si cycle in the modern ocean: recent progress and missing gaps in the application of biogenic opal as a paleoproductivity proxy. Glob. Planet. Change26, 317–365 (2000). [Google Scholar]
- 53.Sprintall, J., Wijffels, S. E., Molcard, R. & Jaya, I. Direct estimates of the Indonesian Throughflow entering the Indian Ocean: 2004–2006. J. Geophys. Res.: Oceans114, (2009). 10.1029/2008jc005257
- 54.Gordon, A. L., Susanto, R. D. & Vranes, K. Cool Indonesian Throughflow as a consequence of restricted surface layer flow. Nature425, 824–828 (2003). [DOI] [PubMed] [Google Scholar]
- 55.Xu, T. F. et al. Observed water exchange between the South China Sea and Java Sea through Karimata Strait. J. Geophys. Res.: Oceans126, e2020JC016608 (2021). [Google Scholar]
- 56.Auer, G. et al. Timing and Pacing of Indonesian Throughflow restriction and its connection to Late Pliocene Climate Shifts. Paleoceanogr. Paleoclimatol.34, 635–657 (2019). [Google Scholar]
- 57.Marshall, T. A. et al. The Agulhas Current transports signals of local and remote Indian Ocean Nitrogen cycling. J. Geophys. Res.: Oceans128, (2023). 10.1029/2022jc019413
- 58.Bassinot, F. MD 122/WEPAMA cruise, RV Marion Dufresne, (2001). 10.17600/1200040.
- 59.Michel, E., Turon, J. L. & Beaufort, L. Les rapport de campagne à la mer à bord du Marion Dufresne—MD106 (1997), IPHIS I & II (Institut Francais pour la Recherche et la technologie Polaires, 1997).
- 60.Beaufort, L., Chen, M. T., Droxler, A. W. & Party, S. S. MD148/PECTEN—IMAGES XIII Cruise Report. Les rapports de campagnes à la mer OCE/2005/03 (Institut Polaire Français Paul Emile Victor, Brest, 2005).
- 61.Laj, C. Les rapports de campagnes à la mer: MD155-Marco Polo 2, IMAGES XIV Cruise Report, 11 juin au 6 juillet 2006 OCE/2006/06 (Institut Polaire Français, 2006).
- 62.Verardo, D. J., Froelich, P. N. & McIntyre, A. Determination of organic carbon and nitrogen in marine sediments using the Carlo Erba NA-1500 analyzer. Deep Sea Res. Part A Oceanogr. Res. Pap.37, 157–165 (1990). [Google Scholar]
- 63.Mortlock, R. A. & Froelich, P. N. A simple method for the rapid determination of biogenic opal in pelagic marine sediments. Deep Sea Res. Part I: Oceanogr. Res. Pap.36, 1415–1426 (1989). [Google Scholar]
- 64.Yamamoto, M., Yamamuro, M. & Tada, R. Late Quaternary records of organic carbon, calcium carbonate and biomarkers from Site 1016 off Point Conception, California margin. In Proc. of the Ocean Drilling Program: Scientific results, Vol. 167, (eds Lyle, M., Koizumi, I., Richter, C. & Moore, T. C., Jr.) 183–194, College Station, TX (Ocean Drilling Program 2000).
- 65.Chen, C.-W., Wei, K.-Y., Mii, H.-S. & Yang, T.-N. A Late Quaternary planktonic foraminiferal oxygen isotope record of the Banda Sea: chronostratigraphy, orbital forcing, and paleoceanographic implications. Terr. Atmos. Ocean. Sci.19, (2008). 10.3319/tao.2008.19.4.331(images)
- 66.Lisiecki, L. E. & Raymo, M. E. A Pliocene–Pleistocene stack of 57 globally distributed benthic δ18O records. Paleoceanography20, (2005). 10.1029/2004pa001071
- 67.Schulz, M. & Mudelsee, M. REDFIT: estimating red-noise spectra directly from unevenly spaced paleoclimatic time series. Comput. Geosci.28, 421–426 (2002). [Google Scholar]
- 68.Jia, G. & Li, Z. Easterly denitrification signal and nitrogen fixation feedback documented in the western Pacific sediments. Geophys. Res. Lett.38, (2011). 10.1029/2011gl050021
- 69.Nakatsuka, T. et al. Glacial–interglacial migration of an upwelling field in the western equatorial Pacific recorded by sediment 15 N/14N. Geophys. Res. Lett.22, 2525–2528 (1995). [Google Scholar]
- 70.Zhu, X. et al. Sedimentary records of nitrogen isotope in the western tropical Pacific linked to the eastern tropical Pacific denitrification during the last deglacial time. Geo-Mar. Lett.40, 89–99 (2020). [Google Scholar]
- 71.Firing, E., Kashino, Y. & Hacker, P. Energetic subthermocline currents observed east of Mindanao. Deep-Sea Res.52, 605–613 (2005). [Google Scholar]
- 72.Hu, S. et al. Interannual variability of the mindanao current/undercurrent in direct observations and numerical simulations. J. Phys. Oceanogr.46, 483–499 (2016). [Google Scholar]
- 73.Qu, T., Chiang, T. L., Wu, C. R., Dutrieux, P. & Hu, D. Mindanao Current/Undercurrent in an eddy-resolving GCM. J. Geophys. Res.: Oceans117, (2012). 10.1029/2011jc007838
- 74.Kienast, M. et al. Multi-proxy records of sediment core MD01-2380 from the Banda Sea and nitrogen isotope records of several western equatorial Pacific cores [dataset bundled publication]. PANGAEA10.1594/PANGAEA.983489 (2026).
- 75.Hu, D. et al. Pacific western boundary currents and their roles in climate. Nature522, 299–308 (2015). [DOI] [PubMed] [Google Scholar]
- 76.Schlitzer, R. Ocean Data Viewhttps://odv.awi.de (2025).
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated in this study have been deposited in the PANGAEA database under accession code 10.1594/PANGAEA.98348974. Data are licensed under CC-BY and accessible without restrictions. The δ15N data of U148635 used in this study are available in the NCEI database of NOAA under accession code 10.25921/4pja-e644.


