Abstract
Traditionally, deep-sea ecosystems have been considered to be insulated from the effects of modern climate change, but with the recognition of the importance of food supply from the surface ocean and deep-sea currents to sustaining these systems, the potential for rapid response of benthic systems to climate change is gaining increasing attention. However, very few ecological time-series exist for the deep ocean covering the twentieth century. Benthic responses to past climate change have been well-documented using marine sediment cores on glacial-interglacial timescales, and ocean sediments have also begun to reveal that planktic species assemblages are already being influenced by global warming. Here, we use benthic foraminifera found in mid-latitude and subpolar North Atlantic sediment cores to show that, in locations beneath areas of major surface water change, benthic ecosystems have also changed significantly over the last ∼150 years. The maximum benthic response occurs in areas which have seen large changes in surface circulation, temperature, and/or productivity. We infer that the observed surface-deep ocean coupling is due to changes in the supply of organic matter exported from the surface ocean and delivered to the seafloor. The local-to-regional scale nature of these changes highlights that accurate projections of changes in deep-sea ecosystems will require (1) increased spatial coverage of deep-sea proxy records, and (2) models capable of adequately resolving these relatively small-scale oceanographic features.
Introduction
The deep-sea benthic habitat is one of the most extensive on Earth. It spans continental slopes, seamounts, deep-ocean trenches, and the abyssal plains. Habitat types range from soft sediment environments to rocky slopes, boulder fields, and hydrothermal vents. Habitat forming species such as cold-water corals and sponges add additional three-dimensional structure and provide nursery and shelter for many other species (; ). New species are frequently discovered during scientific expeditions.
When compared with the surface ocean environment, the deep ocean is relatively isolated from the habitat changes most typically associated with anthropogenic greenhouse gas emissions, i.e., temperature change, ocean acidification and changes in mixed layer depth. However, direct and rapid links between the surface and deep ocean are increasingly being recognized. The main source of food to organisms living in the deep ocean is organic matter sinking as a result of surface productivity, and the amount and type of this export productivity is a driver of the abundance and diversity of benthic species (; ; ; ). The volume of this export productivity is controlled by numerous factors (temperature, positions of fronts, nutrient supply, mixed layer depth, size, and type of matter), which are all affected by climate change. In addition, the presence or absence, and strength, of deep-sea currents plays an active role in determining the bottom habitat, and in stimulating food supply for suspension feeders. The strength of such currents can respond quickly to wind and buoyancy forcing of the surface ocean. The deep ocean is therefore not immune to the effects of anthropogenic climate change.
However, deep-ocean ecosystems are difficult to monitor at spatial scales beyond the light penetration limit of submersibles, or over long time periods. With the exception of a few dedicated monitoring stations () and rare high resolution sedimentary records (, ), observations of deep-sea ecosystems are made from research expeditions that rarely return to exactly the same locations. It has therefore been difficult to demonstrate that modern climate change is affecting deep-sea ecosystems beyond the range of natural variability.
Over much longer timescales, deep-sea sedimentary records containing benthic foraminifera, as well as collections of ancient coral skeletons, have revealed that both types of organism have responded rapidly to climatic change during the last 100,000 years. For example, cold-water coral mounds expanded northward in the North Atlantic and species changed their ranges in the Drake Passage during the last deglaciation, keeping pace with deglacial climate change (; ). Benthic foraminifera inhabit a number of niches in deep-sea sediments, including epifaunal species sensitive to the presence of a bottom layer of detritus derived from surface productivity, and infaunal species sensitive to pore water oxygen concentration, itself a function of the concentration of organic matter within the sediment. Previous work has shown that benthic foraminifera responded to past rapid climate changes, such as abrupt events during the last glacial period (; ; , ), and to more modest climatic change during the Holocene (; , ; ; ; ).
Now, with a growing collection of high-resolution sediment archives that capture recent climate variability, we are able to explore changes in benthic ecosystems during the twentieth century and place them in the context of thousands of years of prior ocean history. Here, we present data on benthic foraminifera populations over the Holocene period from the North Atlantic, a region of the ocean that has been responding to industrial-era (∼1850 CE onward) climate change in a variety of ways, mainly via changes in the strength and positions of surface and deep ocean currents and associated changes in temperature and productivity (; ; ). The primary aim of this research is to undertake an initial investigation into whether the anomalous changes in the oceanography of the 20th century North Atlantic have altered benthic ecosystems, and if so, where. Building on the work of , which investigated 20th century changes in ecology and hydrology in the northeast Atlantic surface ocean, we examine benthic and planktic records from across the North Atlantic basin. We supplement the (mostly planktic) data of with new planktic and/or benthic data from the northeast Atlantic (shallow Iceland Basin, the Reykjanes Ridge, and the Eirik Drift) and present new data from the northwest Atlantic (the Scotian Slope and the Laurentian Slope). In this basin-wide overview, we focus on the common features and relationships observed across our sites for the Holocene and the industrial era (past ∼10 kyr). We show that, in areas most affected by surface ocean changes (i.e., the northeast and western margin of the Atlantic close to major water mass transitions), benthic foraminifera underwent large 20th century changes. In some cases, and in line with certain surface ocean data, these changes appear exceptional in the last 10,000 years.
Materials and Methods
Benthic foraminifera assemblages were analyzed from six locations spanning the North Atlantic between 35°N and 60°N. With the exception of Reykjanes Ridge, two cores were analyzed from each location: a gravity or piston core spanning thousands of years, and a companion multi- or box-core containing the sediment-water interface (Table 1 and Figure 1).
TABLE 1
| Location | Abbreviation | Core | Latitude (°N) | Longitude (°W) | Depth (m) | Gear type* | References |
| Northeast Atlantic | IB deep | EN539-MC16-A | 61.4831 | 19.5361 | 2311 | MC | |
| EN539-MC16-B | 61.4831 | 19.5361 | 2311 | MC | |||
| RAPiD-17-5P | 61.4817 | 19.5360 | 2303 | P | ; | ||
| IB shallow | EN539-MC25-A | 62.6125 | 20.6358 | 1310 | MC | ||
| EW9302-29GGC | 62.6123 | 20.6375 | 1299 | GGC | |||
| Reyk R | RAPiD-21-3K | 57.2715 | 27.5488 | 2630 | K | ; ; ; | |
| Labrador Sea | Eirik D | RAPiD-35-25B | 57.51 | 48.72 | 3486 | B | |
| RAPiD-35-14P | 57.50 | 48.72 | 3484 | P | |||
| Northwest Atlantic | Laurent S | KNR158-4-10MC | 44.50 | 54.54 | 1854 | MC | ; |
| KNR158-4-9GGC | 44.50 | 54.54 | 1854 | GGC | |||
| Scot S | KNR197-10-MC45-C | 43.35 | 60.21 | 966 | MC | This study | |
| KNR197-10-44GGC | 43.35 | 60.21 | 966 | GGC | This study |
Locations and details of sediment cores used in this study.
*MC, multi-core; B, box-core; K, Kasten core; P, piston core; GGC, giant gravity core.
IB, Iceland basin; Reyk R, Reykjanes Ridge; Eirik D, Eirik Drift; Laurent S, Laurentian Slope; Scot S, Scotian Slope.
FIGURE 1
RAPiD-17-5P/EN539-MC16-A/B are three cores from within 100 m of one another from the Iceland Basin, within the path of the Iceland Scotland overflow water (ISOW;
Age models for IB deep, IB shallow, Eirik D, and Laurent S were taken from the literature cited in Table 1 (most notably, see Extended Data Figure 2 of
FIGURE 2

Five hundred-year North Atlantic benthic foraminifera accumulation rates in relation to key oceanographic changes. (A) Benthic foraminifera flux in IB deep* (
Benthic foraminifera were typically counted in the >150 μm fraction (rather than >63 μm) because the cores sites are located at drift sites where the relatively fast flowing bottom currents have the potential to transport smaller benthic foraminifera. Counts on the >63 μm fraction were conducted at Reyk R, where sediment grain size analysis indicates the presence of only relatively fine silts (Supplementary Figure 6;
Accumulation rates (AR) of benthic and planktic foraminifera were calculated according to the formula:
where #/g is the number per wet gram of sediment, and ρ is the density of the wet sediment, calculated from the dry mass and mass of water assuming an average grain density of 2.65 g/cm3, and water density of 1.027 g/cm3. Water content data were not collected for EW9302-29GGC or KNR158-4-10MC, and we therefore estimated the water content in these cores from the base of EN539-MC25-A (50%) and the whole of KNR158-4-9GGC (50%), respectively. Water content for the samples taken from RAPID-35-25B was estimated using the samples in
Accumulation rates and % abundance data were plotted on linear time-series to examine temporal trends and were accompanied by density plots to more clearly evaluate the distribution of Holocene (10 kyr b2k to 1750 CE) versus industrial era (1900 CE onward) values in each dataset.
Results and Discussion
Our results demonstrate that benthic foraminifera have been responding to ongoing climate change during the industrial era, and that the state reached by the benthic fluxes can be unusual for the Holocene. In addition, the regions that show the largest magnitude changes in the benthic accumulation rates are also subject to significant surface ocean changes involving the shifting properties/locations of major ocean currents (Figures 1, 2). Thus, the benthic response to climate change is not an en masse basin-wide response, but is dependent on local surface ocean conditions and can therefore differ depending on location.
Northeast Atlantic
In the northeast Atlantic close to Iceland, we find a range of 20th century benthic responses. At IB deep, the abundance of benthic foraminifera declined during the 20th century and reached a Holocene low (0.2 cm–2 yr–1) during the last few decades (this study;
FIGURE 3

Ten thousand-year northeast Atlantic sediment records and density distribution plots comparing the distribution of Holocene (black) versus industrial era (red) data from IB deep (A,B,F,G,K,L,P,Q), IB shallow (C,D,H,I,M,N,R,S), and Reyk R (E,J,O,T). (A–E) Benthic foraminifer flux; (F–J) planktic foraminifer flux; (K–O)Turborotalita quinqueloba % abundance; Orbulina universa % abundance (P–T). Turborotalita quinqueloba % abundance in IB deep and Reyk R, and Orbulina universa % abundance data in IB deep, are from
Slightly further north at site IB shallow, there is some evidence for a higher recent accumulation rate of benthic foraminifera, but this is not beyond other events seen in the Holocene (Figures 3C,D). In addition, the number of benthic foraminifera per gram of sediment does not show such a prominent late 20th increase as seen in IB deep (Supplementary Figure 16). Moreover, the observed slight increase in benthic foraminiferal accumulation rate at IB shallow does not exceed our uncertainty estimates. Overall, the evidence for a significant 20th century shift in benthic foraminifera at this site is not very robust. This finding reflects our earlier results that showed little change in the planktic foraminifera assemblage and abundance (most notably T. quinqueloba) over this time interval (Figures 3H,I,M,N,R,S;
Approximately 500 km to the southwest, at Reyk R, the 20th century is characterized by an increase and then a decrease in both the benthic and planktic accumulation rates (Figures 3E,J). The benthic decline after around 1980 leads to the lowest benthic accumulation rate in the record (spanning 1500 years). The most abundant benthic foraminifera at Reyk R (>63 μm) was Epistominella exigua, an opportunistic species that dwells in the phytodetritus layer; however, the recent decline in benthic foraminifera is seen in infaunal and epifaunal species, and photodetritus and non-photodetritus associated species (Supplementary Figure 12). Although more muted than the surface ocean changes recorded at our sites closer to Iceland, after ∼1980, Reyk R also records a decline in the high-productivity, subpolar planktic species T. quinqueloba (Figure 3O) (
The Labrador Sea
In the central SPG (Eirik D, Figures 1,4), the range of variability in benthic foraminifera abundance over the last 500 years is not significantly different to that of the whole Holocene. There is also no difference in the mean benthic flux for the 20th century compared with the Holocene (Figure 4B). The cores from this location are not as exceptionally high sedimentation rate as those from the eastern north Atlantic, so it is possible that some shorter term climate signals have been smoothed by bioturbation; however, the presence and exponential decline of excess 210Pb in the top 5 cm and bomb radiocarbon in the core-top sample in the lower resolution subcore used by
FIGURE 4

Ten thousand–year Labrador Sea sediment records and density distribution plots comparing the distribution of Holocene (black) versus industrial era (red) data from Eirik D (A,C,E) and HU-90-013-013 (
Eirik D planktic foraminifera abundance (Figures 4C,D) and the relative abundances of key indicator species such as N. pachyderma (Figures 4E,F) show a slight decrease and increase, respectively, in the industrial era relative to the Holocene. The increase in % N. pachyderma began well before the onset of the industrial era, around 3000 years b2k (Figure 4E). Overall, however, planktic foraminifera do not show significant industrial era shifts in these cores, suggesting only small changes in surface ocean conditions. In the northeast central Labrador Sea, the core site is not in a position where significant changes in water mass might be expected, being influenced by subpolar waters and the topographically constrained extension of the East Greenland Current. The site is located close to the so-called “warming hole” – the subpolar region where there has been an absence of recent warming (a relative cooling compared to the global mean SST) and which has been related to an industrial-era weakening of AMOC (
Northwest Atlantic Slope
In the northwest Atlantic, at the Laurentian Slope site Laurent S, benthic foraminifera accumulation was quite stable for the last 8.5 ka at around 0.5 cm–2 yr–1, but an increase in abundance up to typically 1–2 cm–2 yr–1 emerged during the late 19th century and 20th century (Figures 5A,B). This increase in overall abundance of benthic foraminifera is not associated with any clear change in the relative or absolute abundance of different species groups (Supplementary Figure 14), suggesting that the change is a broad response to increased food supply but remaining within the same type of benthic environment. Notably, a rapid increase in the relative abundance of the planktic foraminifera N. pachyderma from 25 to 50% occurred over the same time interval (Figures 5I,J).
FIGURE 5

Ten thousand-year northwest Atlantic sediment records and density distribution plots comparing the distribution of Holocene (black) versus industrial era (red) data from Laurent S (A,B,E,F,I,J) and Scot S (C,D,G,H,K,L). (A–D) Benthic foraminifer flux; (E–H) planktic foraminifer flux; (I–L)Neogloboquadrina pachyderma % abundance. Vertical red-shaded band indicates industrial era. Gray-shading in the benthic flux time series plots represents 2σ error.
Just slightly further south, at site Scot S on the Scotian Slope, benthic fluxes were low in the Holocene, ∼0.01–0.1 cm–2 yr–1 and then increased from the late 19th century to typical values of 1–2 cm–2 yr–1 for the 20th century (Figures 5C,D). Unlike Laurent S, planktic accumulation rates were higher in the 20th century, 2 cm–2 yr–1, compared with the Holocene, <0.1 cm–2 yr–1 (Figures 5G,H). Also, % N. pachyderma abundances were variable in the Holocene and decreased in the 20th century (Figures 5K,L).
The elevated 20th century benthic foraminifera accumulation rates at both the Laurentian and Scotian Slope sites (Figures 5A–D), which experienced contrasting surface ocean changes (Figures 5E–L), may be related to inferred changes in ocean frontal gradients/activity. In general, the northwest Atlantic slope region is characterized by northeastward flowing warm slope water influenced by the Gulf Stream, and southwestward flowing cold Labrador slope water. The confluence of these two water masses results in sharp surface ocean thermal gradients and strong frontal activity – in the region of our sites termed the Slope Water jet/front (
Although the northwest Atlantic shelf and slope region is an area with complex ocean circulation, we suggest that the broad regional oceanographic changes described above may be related to previously reported weakening of both the AMOC (
It is important to note that the benthic ecosystem changes we observe at our offshore, open-ocean, relatively deep slope sites (∼1 and 1.8 km water depth) should be considered distinct from reported changes occurring on the shallow continental shelf, including the Gulf of Maine, where there are different ocean currents and dynamics [notably the inshore shelf branch(es) of the Labrador Current]. Moreover, on the shelf, benthic ecosystems can be controlled directly by changes in the upper ocean circulation that bathes the seafloor at the shallow water depths, with a reported recent warming of the shelf causing substantial changes in shallow marine ecosystems (
Timing and Cause of the Benthic Responses to Industrial Era Climate Change
Our results demonstrate that North Atlantic benthic foraminifera exhibited regional responses to changes in climate and ocean circulation during the industrial era. However, for locations where benthic fluxes show significant shifts in the industrial era compared to the Holocene, the timing of these changes are not always synchronous between sites (Figure 2). Our ability to link the timing of benthic foraminifera changes to specific changes in North Atlantic ocean circulation is hindered by limitations in our knowledge of when, what and how circulation changed during the industrial era. Notwithstanding these limitations, and by greatly simplifying the evidence, existing proxy data suggest that there have been two major industrial era shifts, the first (Phase 1) occurring at ∼1850–1900, and then a series of shifts occurring through the mid-late 20th century (Phase 2) with evidence for more marked changes at ∼1970 onward in some datasets, which may be linked to increased freshwater in the subarctic Atlantic (Figure 2;
Figure 2A shows that at IB deep in the northeast Atlantic, there was only a modest decrease in benthic foraminifera flux during the early stage of the industrial era, but a steeper decline occurred after 1950 (Phase 2), which has been linked to changes in SPG circulation (
Both northwest Atlantic slope sites (Scot S and Laurent S) record a sharp rise in benthic foraminifera abundance during Phase 1 (∼1850–1900; Figures 2I,J), which we have linked to the concomitant exceptional regional surface ocean changes that resulted in enhanced thermal gradients and inferred frontal activity. It is hypothesized that the underlying driver for this regional circulation shift was weakening of the AMOC and/or SPG, although continued work is required to elucidate the details of circulation changes in this region and their link to basin-wide circulation features. At Scotian Slope site Scot S there is a decline in benthic foraminifera abundance from ∼1930 onward (Phase 2), the cause of which remains uncertain, although it may relate to the documented increasing dominance of warm slope water in the region and its impact on the regional ecosystem (
Assumptions in the Interpretation of Benthic Foraminifera Abundance Data
Our main findings are based on the assumption that benthic foraminifera accumulation rates are primarily controlled by food supply from the surface ocean, and covary with surface export productivity (
Conclusion
This study has analyzed benthic foraminifera abundances in high accumulation rate sediment cores from the North Atlantic to investigate if the previously documented anomalous ocean circulation changes of the industrial era have impacted benthic ecosystems. Our results reveal that there are spatially variable changes in benthic foraminiferal abundances during the industrial era, with abundance levels in the 20th century at many sites emerging as exceptional compared to anything seen throughout the prior several thousand years of the Holocene. The most substantial changes have occurred in regions where there have been concomitant anomalous shifts in surface ocean conditions such as temperature and surface productivity. We infer that shifts in surface ocean frontal activity altered the food supply to the benthos, such that areas with decreased (increased) surface frontal activity saw a decrease (increase) in benthic abundance and sites where little surface ocean variability occurred also recorded little-to-no change in benthic foraminiferal abundance.
Future Work and Implications
This study represents a preliminary investigation into industrial era changes in North Atlantic deep-sea benthic ecosystems, specifically benthic foraminifera. The obvious next step is to better map out the recent and ongoing shifts in benthic foraminifera reported here, and test the hypothesis that anomalous benthic shifts occur at sites where there have been large magnitude surface ocean changes, particularly ocean fronts. Prior work has been limited by the availability of sufficiently high-resolution sediment records, and future work will rely upon obtaining and examining cores from many more high sedimentation rate sites, with obvious benefits from gathering new cores that can capture some of the large magnitude ocean changes that have occurred in the most recent decades. However, this information will inherently be biased since it depends on selecting sites with high accumulation rates, likely placing restrictions on the types of benthic community that can be examined. Therefore, as far as possible, a wide range of benthic environments should be investigated for marine sediment core work, and this information should be combined with evidence of deep sea environment and ecosystem change from other archives, such as deep sea corals. As greater time overlap builds between our proxy archives and time series of observed ecological changes, robust testing of the relationships between these two types of data will be possible. Finally, in addition to ecological investigation, additional work is also needed to better constrain and understand the physical oceanographic changes that occurred during the industrial era, for example examining the regional expressions of changes in the AMOC and SPG circulation, and how they may vary in the future.
Our results have broad implications for marine ecosystem management and planning. The impact of changes in large scale circulation features like the AMOC have been modeled previously, for example, a weakening AMOC has been linked to a broad decline in marine productivity (
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Statements
Data availability statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Author contributions
DT conceived and designed the project. PS, JW, EP, ND, DF, RG, TL, FS, FP, and DT collected the data. CO’B, PS, and JW conducted the data analysis. PS, CO’B, and DT produced the figures and wrote the manuscript. All authors contributed to initial data interpretation.
Funding
Funding was provided to DT by NERC Project ReconAMOC (NE/S009736/1); the Leverhulme Trust, and ATLAS and iAtlantic projects. This project has received funding from the European Union’s Horizon 2020 Research and Innovation Programme under grant agreement Nos 678760 (ATLAS) and 818123 (iAtlantic).
Acknowledgments
We thank staff at seafloor sample repositories for help with core sampling: Ellen Roosen (WHOI), Nichole Anest (LDEO), Suzanne MacLachlan (BOSCORF), and Simon Crowhurst (Cambridge); Handong Yang for 210Pb dating; Lloyd Keigwin for advice on the cores he collected; Fumika Azuma and Elizabeth House for assistance in processing samples. We also thank the UCL laboratory staff, Laura Thrower for sediment processing, Miles Irving for artwork assistance, and James Rolfe in the Godwin Lab for oxygen isotope measurement. The SeaWiFS data were supplied by the SeaWiFS Project and the Distributed Active Archive Center, NASA Goddard Space Flight Center, Ocean Ecology Laboratory, Ocean Biology Processing Group, Greenbelt, MD, United States.
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.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmars.2021.663009/full#supplementary-material
References
1
BelkinI. M.CornillonP. C.ShermanK. (2009). Fronts in large marine ecosystems.Progr. Oceanogr.81223–236. 10.1016/j.pocean.2009.04.015
2
BerschM. (2002). North atlantic oscillation–induced changes of the upper layer circulation in the northern North Atlantic Ocean.J. Geophys. Res. Oceans10720–21–20–11. 10.1029/2001JC000901
3
BilodeauG.VernalA.dHillaire-MarcelC. (1994). Benthic foraminiferal assemblages in Labrador Sea sediments: relations with deep-water mass changes since deglaciation.Can. J. Earth Sci.31128–138. 10.1139/e94-011
4
BoessenkoolK. P.HallI. R.ElderfieldH.YashayaevI. (2007). North Atlantic climate and deep-ocean flow speed changes during the last 230 years.Geophys. Res. Lett.34:L030285. 10.1029/2007GL030285
5
CaesarL.McCarthyG. D.ThornalleyD. J. R.CahillN.RahmstorfS. (2021). Current Atlantic meridional overturning circulation weakest in last millennium.Nat. Geosci.14118–120. 10.1038/s41561-021-00699-z
6
CaesarL.RahmstorfS.RobinsonA.FeulnerG.SabaV. (2018). Observed fingerprint of a weakening Atlantic Ocean overturning circulation.Nature556191–196. 10.1038/s41586-018-0006-5
7
ClaretM.GalbraithE. D.PalterJ. B.BianchiD.FennelK.GilbertD.et al (2018). Rapid coastal deoxygenation due to ocean circulation shift in the northwest Atlantic.Nat. Climate Change8868–872. 10.1038/s41558-018-0263-1
8
CorlissB. H.BrownC. W.SunX.ShowersW. J. (2009). Deep-sea benthic diversity linked to seasonality of pelagic productivity.Deep Sea Res. Part I Oceanogr. Res. Papers56835–841. 10.1016/j.dsr.2008.12.009
9
CurryR.MauritzenC. (2005). Dilution of the northern north Atlantic ocean in recent decades.Science3081772–1774. 10.1126/science.1109477
10
DijkstraN.JunttilaJ.Aagaard-SørensenS. (2017). Environmental baselines and reconstruction of Atlantic Water inflow in Bjørnøyrenna, SW Barents Sea, since 1800 CE.Mari. Environ. Res.132117–131. 10.1016/j.marenvres.2017.10.012
11
DijkstraN.JunttilaJ.HusumK.CarrollJ.HaldM. (2015). Natural variability of benthic foraminiferal assemblages and metal concentrations during the last 150 years in the Ingøydjupet trough, SW Barents Sea.Mari. Micropaleontol.12116–31. 10.1016/j.marmicro.2015.09.005
12
DizP.BarkerS. (2016). Approaches and constraints to the reconstruction of palaeoproductivity from Cape Basin abyssal benthic foraminifera (South Atlantic).J. Micropalaeontol.35195–204. 10.1144/jmpaleo2015-045
13
GoodayA.MalzoneM.BettB.LamontP. (2010). Decadal-scale changes in shallow-infaunal foraminiferal assemblages at the porcupine abyssal plain, NE Atlantic.Deep Sea Res. Part II Top. Stud. Oceanogr.571362–1382. 10.1016/j.dsr2.2010.01.012
14
GoodayA. J.BettB. J.JonesD. O.KitazatoH. (2012). The influence of productivity on abyssal foraminiferal biodiversity.Mari. Biodiv.42415–431. 10.1007/s12526-012-0121-8
15
HátúnH.LohmannK.MateiD.JungclausJ. H.PacarizS.BerschM.et al (2016). An inflated subpolar gyre blows life toward the northeastern Atlantic.Progr. Oceanogr.14749–66. 10.1016/j.pocean.2016.07.009
16
HátúnH.SandøA. B.DrangeH.HansenB.ValdimarssonH. (2005). Influence of the Atlantic subpolar gyre on the thermohaline circulation.Science3091841–1844. 10.1126/science.1114777
17
HenryL.-A.FrankN.HebbelnD.WienbergC.RobinsonL.van de FlierdtT.et al (2014). Global ocean conveyor lowers extinction risk in the deep sea.Deep Sea Res. Part I Oceanogr. Res. Papers888–16. 10.1016/j.dsr.2014.03.004
18
HollidayN. P.BerschM.BerxB.ChafikL.CunninghamS.Florindo-LópezC.et al (2020). Ocean circulation causes the largest freshening event for 120 years in eastern subpolar North Atlantic.Nat. Commun.11:585. 10.1038/s41467-020-14474-y
19
HowellK.-L.PiechaudN.DownieA.-L.KennyA. (2016). The distribution of deep-sea sponge aggregations in the North Atlantic and implications for their effective spatial management.Deep Sea Res. Part I Oceanogr. Res. Papers115309–320. 10.1016/j.dsr.2016.07.005
20
JorissenF. J.FontanierC.ThomasE. (2007). Chapter seven paleoceanographical proxies based on deep-sea benthic foraminiferal assemblage characteristics.Dev. Mari. Geol.1263–325. 10.1016/s1572-5480(07)01012-3
21
KavanaughM. T.RheubanJ. E.LuisK. M. A.DoneyS. C. (2017). Thirty-three years of ocean benthic warming along the U.S. northeast continental shelf and slope: patterns, drivers, and ecological consequences.J. Geophys. Res. Oceans1229399–9414. 10.1002/2017JC012953
22
KeigwinL. D.PickartR. S. (1999). Slope water current over the laurentian fan on interannual to millennial time scales.Science286520–523. 10.1126/science.286.5439.520
23
KeigwinL. D.SachsJ.RosenthalY. (2003). A 1600-year history of the labrador current off nova scotia.Climate Dynam.2153–62. 10.1007/s00382-003-0316-6
24
KeigwinL. D.SachsJ. P.RosenthalY.BoyleE. A. (2005). The 8200 year B.P. event in the slope water system, western subpolar North Atlantic.Paleoceanography201–14. 10.1029/2004PA001074
25
LocarniniR. A.MishonovA. V.AntonovJ. I.BoyerT. P.GarciaH. E.BaranovaO. K.et al (2013). “World ocean atlas 2013. temperature,” in NOAA Atlas NESDIS, edsLevitusS.MishonovA. V. 40.
26
Lower-SpiesE. E.WhitneyN. M.WanamakerA. D.GriffinS. M.IntroneD. S.KreutzK. J. (2020). A 250-year, decadally resolved, radiocarbon time history in the gulf of maine reveals a hydrographic regime shift at the end of the little ice age.J. Geophys. Res. Oceans125:e2020JC016579. 10.1029/2020JC016579
27
LozierM. S.LiF.BaconS.BahrF.BowerA. S.CunninghamS. A.et al (2019). A sea change in our view of overturning in the subpolar North Atlantic.Science363516–521. 10.1126/science.aau6592
28
MarchittoT. M.de MenocalP. B. (2003). Late holocene variability of upper north atlantic deep water temperature and salinity.Geochem. Geophys. Geosyst.4. 10.1029/2003GC000598
29
MargolinA. R.RobinsonL. F.BurkeA.WallerR. G.ScanlonK. M.RobertsM. L.et al (2014). Temporal and spatial distributions of cold-water corals in the drake passage: insights from the last 35,000 years.Deep Sea Res. Part II Top. Stud. Oceanogr.99237–248. 10.1016/j.dsr2.2013.06.008
30
MiettinenA.DivineD.KoçN.GodtliebsenF.HallI. R. (2012). Multicentennial variability of the sea surface temperature gradient across the subpolar North Atlantic over the last 2.8 kyr.J. Climate254205–4219. 10.1175/JCLI-D-11-00581.1
31
Moffa-SánchezP.HallI. R. (2017). North Atlantic variability and its links to European climate over the last 3000 years.Nat. Commun.8:1726. 10.1038/s41467-017-01884-8
32
Moffá-SanchezP.HallI. R.ThornalleyD. J.BarkerS.StewartC. (2015). Changes in the strength of the nordic seas overflows over the past 3000 years.Quater. Sci. Rev.123134–143. 10.1016/j.quascirev.2015.06.007
33
Moffa-SánchezP.HallI. R.BarkerS.ThornalleyD. J.YashayaevI. (2014). Surface changes in the eastern labrador sea around the onset of the little ice age.Paleoceanography29160–175. 10.1002/2013PA002523
34
MoffittS. E.HillT. M.OhkushiK.KennettJ. P.BehlR. J. (2014). Vertical oxygen minimum zone oscillations since 20 ka in santa barbara basin: a benthic foraminiferal community perspective.Paleoceanography2944–57. 10.1002/2013PA002483
35
MoffittS. E.HillT. M.RoopnarineP. D.KennettJ. P. (2015). Response of seafloor ecosystems to abrupt global climate change.Proc. Natl. Acad. Sci. U.S.A.1124684–4689. 10.1073/pnas.1417130112
36
MooreG. W. K.HalfarJ.MajeedH.AdeyW.KronzA. (2017). Amplification of the Atlantic multidecadal oscillation associated with the onset of the industrial-era warming.Sci. Rep.7:40861. 10.1038/srep40861
37
NASA Goddard Space Flight Center, Ocean Ecology Laboratory, and Ocean Biology Processing Group (2018). Sea-Viewing Wide Field-of-View Sensor (SeaWiFS) Ocean Color Data.Greenbelt, MD: NASA OB.DAAC, 10.5067/ORBVIEW-2/SEAWIFS/L2/OC/2018
38
OhkushiK.KennettJ. P.ZeleskiC. M.MoffittS. E.HillT. M.RobertC.et al (2013). Quantified intermediate water oxygenation history of the NE Pacific: a new benthic foraminiferal record from Santa Barbara basin.Paleoceanography28453–467. 10.1002/palo.20043
39
OsmanM. B.DasS. B.TruselL. D.EvansM. J.FischerH.GriemanM. M.et al (2019). Industrial-era decline in subarctic Atlantic productivity.Nature569551–555. 10.1038/s41586-019-1181-8
40
PalmerH. M.HillT. M.RoopnarineP. D.MyhreS. E.ReyesK. R.DonnenfieldJ. T. (2020). Southern california margin benthic foraminiferal assemblages record recent centennial-scale changes in oxygen minimum zone.Biogeosciences172923–2937. 10.5194/bg-17-2923-2020
41
PernerK.MorosM.LloydJ. M.JansenE.SteinR. (2015). Mid to late holocene strengthening of the east greenland current linked to warm subsurface atlantic water.Quater. Sci. Rev.129296–307. 10.1016/j.quascirev.2015.10.007
42
PershingA. J.AlexanderM. A.HernandezC. M.KerrL. A.Le BrisA.MillsK. E.et al (2015). Slow adaptation in the face of rapid warming leads to collapse of the gulf of maine cod fishery.Science350809–812. 10.1126/science.aac9819
43
PetitT.LozierM. S.JoseyS. A.CunninghamS. A. (2020). Atlantic deep water formation occurs primarily in the iceland basin and irminger sea by local buoyancy forcing.Geophys. Res. Lett.47:e2020GL091028. 10.1029/2020GL091028
44
PickartR. S.McKeeT. K.TorresD. J.HarringtonS. A. (1999). Mean structure and interannual variability of the slopewater system south of newfoundland.J. Phys. Oceanogr.292541–2558. 10.1175/1520-04851999029<2541:msaivo<2.0.co;2
45
RahmstorfS.BoxJ. E.FeulnerG.MannM. E.RobinsonA.RutherfordS.et al (2015). Exceptional twentieth-century slowdown in Atlantic Ocean overturning circulation.Nat. Climate Change5475–480. 10.1038/nclimate2554
46
RamseyC. B. (2008). Deposition models for chronological records.Quat. Sci. Rev.2742–60. 10.1016/j.quascirev.2007.01.019
47
ReimerP. J.BardE.BaylissA.BeckJ. W.BlackwellP. G.RamseyC. B.et al (2013). IntCal13 and marine13 radiocarbon age calibration curves 0–50,000 years cal BP.Radiocarbon551869–1887. 10.2458/azu_js_rc.55.16947
48
RobertsJ. M.WheelerA. J.FreiwaldA. (2006). Reefs of the deep: the biology and geology of cold-water coral ecosystems.Science312543–547. 10.1126/science.1119861
49
RobsonJ.OrtegaP.SuttonR. (2016). A reversal of climatic trends in the North Atlantic since 2005.Nat. Geosci.9513–517. 10.1038/ngeo2727
50
SabaV. S.GriffiesS. M.AndersonW. G.WintonM.AlexanderM. A.DelworthT. L.et al (2016). Enhanced warming of the Northwest Atlantic Ocean under climate change.J. Geophys. Res. Oceans121118–132. 10.1002/2015JC011346
51
SchmittnerA. (2005). Decline of the marine ecosystem caused by a reduction in the Atlantic overturning circulation.Nature434628–633. 10.1038/nature03476
52
SherwoodO. A.LehmannM. F.SchubertC. J.ScottD. B.McCarthyM. D. (2011). Nutrient regime shift in the western North Atlantic indicated by compound-specific δ15N of deep-sea gorgonian corals.Proc. Natl. Acad. Sci. U.S.A.1081011–1015. 10.1073/pnas.1004904108
53
SicreM. A.HallI. R.MignotJ.KhodriM.EzatU.TruongM. X.et al (2011). Sea surface temperature variability in the subpolar Atlantic over the last two millennia.Paleoceanography26:4218. 10.1029/2011PA002169
54
SmartC. W.ThomasE.BracherC. M. (2019). Holocene variations in North Atlantic export productivity as reflected in bathyal benthic foraminifera.Mari. Micropaleontol.1491–18. 10.1016/j.marmicro.2019.03.004
55
SpoonerP. T.ThornalleyD. J.OppoD. W.FoxA. D.RadionovskayaS.RoseN. L.et al (2020). Exceptional 20th century ocean circulation in the Northeast Atlantic.Geophys. Res. Lett.47:e2020GL087577. 10.1029/2020GL087577
56
StefanoudisP. V.BettB. J.GoodayA. J. (2017). Relationship between ‘live’ and dead benthic foraminiferal assemblages in the abyssal NE Atlantic.Deep Sea Res. Part I Oceanogr. Res. Papers121190–201. 10.1016/j.dsr.2017.01.014
57
StuiverM.ReimerP. J.ReimerR. W. (2021). CALIB 8.2. Available online at:http://calib.org
58
SunX.CorlissB. H.BrownC. W.ShowersW. J. (2006). The effect of primary productivity and seasonality on the distribution of deep-sea benthic foraminifera in the North Atlantic.Deep Sea Res. Part I Oceanogr. Res. Papers5328–47. 10.1016/j.dsr.2005.07.003
59
ThomasE.BoothL.MaslinM.ShackletonN. J. (1995). Northeastern Atlantic benthic foraminifera during the last 45,000 years: changes in productivity seen from the bottom up.Paleoceanography10545–562. 10.1029/94PA03056
60
ThornalleyD. J.BlaschekM.DaviesF. J.PraetoriusS.OppoD. W.McManusJ. F.et al (2013). Long-term variations in iceland–scotland overflow strength during the holocene.Climate Past92073–2084. 10.5194/cp-9-2073-2013
61
ThornalleyD. J.OppoD. W.OrtegaP.RobsonJ. I.BrierleyC. M.DavisR.et al (2018). Anomalously weak labrador sea convection and Atlantic overturning during the past 150 years.Nature556227–230. 10.1038/s41586-018-0007-4
62
WhittD. B.JansenM. F. (2020). Slower nutrient stream suppresses subarctic Atlantic Ocean biological productivity in global warming.Proc. Natl. Acad. Sci. U.S.A.11715504–15510. 10.1073/pnas.2000851117
63
ZouS.LozierM. S.LiF.AbernatheyR.JacksonL. (2020). Density-compensated overturning in the labrador sea.Nat. Geosci.13121–126. 10.1038/s41561-019-0517-1
Summary
Keywords
foraminifera, benthic, Atlantic, climate change, circulation, ecosystem, deep-sea
Citation
O’Brien CL, Spooner PT, Wharton JH, Papachristopoulou E, Dutton N, Fairman D, Garratt R, Li T, Pallottino F, Stringer F and Thornalley DJR (2021) Exceptional 20th Century Shifts in Deep-Sea Ecosystems Are Spatially Heterogeneous and Associated With Local Surface Ocean Variability. Front. Mar. Sci. 8:663009. doi: 10.3389/fmars.2021.663009
Received
02 February 2021
Accepted
01 September 2021
Published
23 September 2021
Volume
8 - 2021
Edited by
J. Murray Roberts, University of Edinburgh, United Kingdom
Reviewed by
Bruce Corliss, University of Rhode Island, United States; Gerard McCarthy, Maynooth University, Ireland
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Copyright
© 2021 O’Brien, Spooner, Wharton, Papachristopoulou, Dutton, Fairman, Garratt, Li, Pallottino, Stringer and Thornalley.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Charlotte L. O’Brien, c.l.obrien@ucl.ac.uk
This article was submitted to Deep-Sea Environments and Ecology, a section of the journal Frontiers in Marine Science
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