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			<titleStmt><title level='a'>A Review of Arctic–Subarctic Ocean Linkages: Past Changes, Mechanisms, and Future Projections</title></titleStmt>
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				<publisher></publisher>
				<date>01/01/2023</date>
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				<bibl> 
					<idno type="par_id">10430059</idno>
					<idno type="doi">10.34133/olar.0013</idno>
					<title level='j'>Ocean-Land-Atmosphere Research</title>
<idno>2771-0378</idno>
<biblScope unit="volume">2</biblScope>
<biblScope unit="issue"></biblScope>					

					<author>Qiang Wang</author><author>Qi Shu</author><author>Shizhu Wang</author><author>Agnieszka Beszczynska-Moeller</author><author>Sergey Danilov</author><author>Laura Steur</author><author>Thomas W. Haine</author><author>Michael Karcher</author><author>Craig M. Lee</author><author>Paul G. Myers</author><author>Igor V. Polyakov</author><author>Christine Provost</author><author>Øystein Skagseth</author><author>Gunnar Spreen</author><author>Rebecca Woodgate</author>
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			<abstract><ab><![CDATA[Arctic Ocean gateway fluxes play a crucial role in linking the Arctic with the global ocean and affecting climate and marine ecosystems. We reviewed past studies on Arctic–Subarctic ocean linkages and examined their changes and driving mechanisms. Our review highlights that radical changes occurred in the inflows and outflows of the Arctic Ocean during the 2010s. Specifically, the Pacific inflow temperature in the Bering Strait and Atlantic inflow temperature in the Fram Strait hit record highs, while the Pacific inflow salinity in the Bering Strait and Arctic outflow salinity in the Davis and Fram straits hit record lows. Both the ocean heat convergence from lower latitudes to the Arctic and the hydrological cycle connecting the Arctic with Subarctic seas were stronger in 2000–2020 than in 1980–2000. CMIP6 models project a continuing increase in poleward ocean heat convergence in the 21st century, mainly due to warming of inflow waters. They also predict an increase in freshwater input to the Arctic Ocean, with the largest increase in freshwater export expected to occur in the Fram Strait due to both increased ocean volume export and decreased salinity. Fram Strait sea ice volume export hit a record low in the 2010s and is projected to continue to decrease along with Arctic sea ice decline. We quantitatively attribute the variability of the volume, heat, and freshwater transports in the Arctic gateways to forcing within and outside the Arctic based on dedicated numerical simulations and emphasize the importance of both origins in driving the variability.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><head n="1.">Introduction</head><p>The Arctic Ocean is located at the northern end of the global ocean and surrounded by the continents of Asia, Europe, and North America (Fig. <ref type="figure">1A</ref>). Different from the polar seas in the Southern Hemisphere, which are widely exposed to the global ocean, the Arctic Ocean is connected with the Subarctic seas only through a few straits. Water and sea ice fluxes through these straits carry water mass, heat, salt, and nutrients, linking the Arctic with the rest of the globe.</p><p>The narrow <ref type="bibr">(85 km)</ref> and shallow (50 m) Bering Strait is the only oceanic gateway between the Pacific and Arctic oceans. The Pacific inflow is approximately 1 Sv <ref type="bibr">[1]</ref>. It has relatively low salinity (&#8764;32.5) compared to the Arctic mean salinity (&#8764;34.8) and is therefore considered an important freshwater source of the Arctic Ocean <ref type="bibr">[2]</ref><ref type="bibr">[3]</ref><ref type="bibr">[4]</ref>. It is a conduit for heat in warm seasons, causing sea ice melting in the western Arctic <ref type="bibr">[5]</ref>. In winter, it contributes to the renewal of the cold halocline in the Canada Basin, a layer that insulates surface mixed layer and sea ice from the underlying warm Atlantic Water layer <ref type="bibr">[6]</ref>. After transiting the Arctic, the Pacific Water can impact the upper ocean stratification in the subpolar North Atlantic and thus the Atlantic meridional overturning circulation (AMOC) and climate <ref type="bibr">[7]</ref><ref type="bibr">[8]</ref><ref type="bibr">[9]</ref><ref type="bibr">[10]</ref><ref type="bibr">[11]</ref>. Through its impact on the AMOC, the Pacific Water could further influence the melting of ice sheets in North America and Europe, associated with sea-level fluctuations of approximately 20 to 30 m (thus the reopening and closing of the Bering Strait) throughout the last glacial period <ref type="bibr">[12]</ref>. In addition to its climate impacts, the Pacific Water is rich in nutrients, feeding Arctic ecosystems <ref type="bibr">[13]</ref><ref type="bibr">[14]</ref><ref type="bibr">[15]</ref>.</p><p>In addition to the low-salinity Pacific inflow, the Arctic Ocean receives a large amount of freshwater (zero-salinity water) from river runoff and precipitation <ref type="bibr">[16,</ref><ref type="bibr">17]</ref>. Poleward moisture transport in the atmosphere as part of the global hydrological cycle supplies these freshwater sources <ref type="bibr">[18]</ref>. The Arctic freshwater source is largely counterbalanced by exports to the North Atlantic through the Davis and Fram straits in the form of both liquid freshwater (low-salinity seawater) and sea ice <ref type="bibr">[2,</ref><ref type="bibr">16,</ref><ref type="bibr">[19]</ref><ref type="bibr">[20]</ref><ref type="bibr">[21]</ref><ref type="bibr">[22]</ref><ref type="bibr">[23]</ref><ref type="bibr">[24]</ref><ref type="bibr">[25]</ref>.</p><p>The Davis Strait is relatively wide (approximately 300 km) and deep (sill depth of 640 m). However, the straits in the Canadian Arctic Archipelago (CAA) are narrow and shallow. The 2 largest CAA straits, Parry Channel and Nares Strait, are approximately 52 and 28 km wide, respectively, at their narrowest locations, constraining ocean and sea ice transports. The shallow sill depths (approximately 120 and 220 m) in these straits only permit fresh Arctic surface water to flow through the CAA region <ref type="bibr">[26]</ref><ref type="bibr">[27]</ref><ref type="bibr">[28]</ref><ref type="bibr">[29]</ref><ref type="bibr">[30]</ref><ref type="bibr">[31]</ref>, supplying the Baffin Island Current along the western boundary of Baffin Bay.</p><p>The Fram Strait is the deepest Arctic Ocean gateway (sill depth 2,600 m, more than 500 km wide including the wide Greenland continental shelf). On its western side, both freshwater at the surface and saline water at depth are exported from the Arctic Ocean via the East Greenland Current. The ocean exports through both the Davis and Fram straits are important freshwater sinks of the Arctic Ocean, while Arctic sea ice is mainly (&#8764;90%) exported through the Fram Strait <ref type="bibr">[19,</ref><ref type="bibr">20,</ref><ref type="bibr">32]</ref>. Freshwater exported from the Arctic Ocean has long been believed to influence the upper-ocean salinity, stratification, and dense water formation in the subpolar North Atlantic, thus impacting the AMOC <ref type="bibr">[33]</ref><ref type="bibr">[34]</ref><ref type="bibr">[35]</ref><ref type="bibr">[36]</ref><ref type="bibr">[37]</ref>. Indeed, low-salinity pulses, called Great Salinity Anomalies, were observed in the 1970s, 1980s, and 1990s in the northern North Atlantic, which were attributed to positive anomalies of freshwater export from the Arctic Ocean <ref type="bibr">[38,</ref><ref type="bibr">39]</ref>. It has been suggested that future increases in Arctic freshwater export could reduce the strength of the AMOC <ref type="bibr">[40]</ref><ref type="bibr">[41]</ref><ref type="bibr">[42]</ref>. Model simulations showed that not only the total amount of freshwater exported from the Arctic Ocean to the North Atlantic but also the changes in the distribution of the export between the Fram Strait and Davis Strait may impact the overall dense water formation in the subpolar North Atlantic <ref type="bibr">[43,</ref><ref type="bibr">44]</ref>. Arctic waters also contain chemical constituents that are different from those in Atlantic waters, so they can influence the ecosystems in the northern North Atlantic <ref type="bibr">[45,</ref><ref type="bibr">46]</ref>.</p><p>In terms of inflows from the North Atlantic, the Arctic Ocean receives warm and saline Atlantic Water through the southern Barents Sea Opening and eastern Fram Strait <ref type="bibr">[47]</ref><ref type="bibr">[48]</ref><ref type="bibr">[49]</ref><ref type="bibr">[50]</ref><ref type="bibr">[51]</ref><ref type="bibr">[52]</ref><ref type="bibr">[53]</ref>. In total, approximately 8.0 Sv Atlantic Water enters the Nordic Seas at their southern boundary <ref type="bibr">[54]</ref>. The Norwegian Atlantic Current in the eastern Norwegian Sea carries Atlantic Water in 2 main branches toward the Arctic Ocean <ref type="bibr">[55]</ref><ref type="bibr">[56]</ref><ref type="bibr">[57]</ref>. The eastern branch (Norwegian Atlantic Slope Current) is the main supplier of the Atlantic Water to the Arctic Ocean through both the Barents Sea Opening and Fram Strait, and the western branch (Norwegian Atlantic Front Current) may also contribute to the Atlantic Water inflow via these gateways <ref type="bibr">[58,</ref><ref type="bibr">59]</ref>. Nutrients and planktonic organisms are transported in the Atlantic Water into the Arctic Ocean through these 2 gateways <ref type="bibr">[60]</ref><ref type="bibr">[61]</ref><ref type="bibr">[62]</ref>.</p><p>The Barents Sea Opening (sill depth of approximately 450 m) connects the northern Norwegian Sea with the Barents Sea, a broad continental shelf sea. The ongoing increase in poleward ocean heat transport through the Barents Sea Opening has driven the declining trend in winter sea ice cover in the Barents Sea <ref type="bibr">[63]</ref><ref type="bibr">[64]</ref><ref type="bibr">[65]</ref><ref type="bibr">[66]</ref>, caused Barents Sea warming and northward displacement of the polar front <ref type="bibr">[67,</ref><ref type="bibr">68]</ref>, increased the temperature of the Barents Sea Water that feeds the Arctic deep basin <ref type="bibr">[69,</ref><ref type="bibr">70]</ref>, and contributed to Arctic amplification (surface air warms faster in the Arctic than the global mean in a warming climate) in wintertime <ref type="bibr">[71,</ref><ref type="bibr">72]</ref>. Compared to other Arctic regions, the Barents Sea is characterized by the most extensive winter sea ice decline <ref type="bibr">[73]</ref> and largest ocean and atmosphere warming <ref type="bibr">[74,</ref><ref type="bibr">75]</ref>, with potential impacts on mid-latitude weather <ref type="bibr">[76,</ref><ref type="bibr">77]</ref>. Due to warming inflows through the Barents Sea Opening, the Barents Sea has been shifting to a state more closely resembling that of the Atlantic (with warmer waters and weaker halocline stratification), a phenomenon called Atlantification <ref type="bibr">[78,</ref><ref type="bibr">79]</ref>, which has a notable influence on marine ecosystems <ref type="bibr">[80,</ref><ref type="bibr">81]</ref>. The linkage between the Barents Sea and North Atlantic through poleward Atlantic Water heat transport implies the potential decadal predictability of the winter sea ice extent <ref type="bibr">[82,</ref><ref type="bibr">83]</ref> and fish stocks <ref type="bibr">[84]</ref> in the Barents Sea, although air-sea heat fluxes along the Atlantic Water pathways make such predictions challenging <ref type="bibr">[85]</ref>.</p><p>The West Spitsbergen Current (WSC) carries Atlantic Water through the Fram Strait. A large fraction (approximately 50%) of the Atlantic derived water recirculates in the Fram Strait <ref type="bibr">[86]</ref><ref type="bibr">[87]</ref><ref type="bibr">[88]</ref><ref type="bibr">[89]</ref> and flows southward as the outer branch of the East Greenland Current <ref type="bibr">[90]</ref>. The remaining poleward fraction of the WSC feeds the warm Atlantic Water layer of the Arctic Ocean <ref type="bibr">[47,</ref><ref type="bibr">50,</ref><ref type="bibr">91,</ref><ref type="bibr">92]</ref>. Notable increases in both the WSC ocean temperature and ocean volume transport were observed over the past 2 decades <ref type="bibr">[52,</ref><ref type="bibr">93]</ref>. These changes resulted in a warming trend in the Arctic Atlantic Water layer <ref type="bibr">[78,</ref><ref type="bibr">94,</ref><ref type="bibr">95]</ref> and enhanced winter sea ice decline and ocean surface heat loss north of Svalbard and along the Eurasian continental slope <ref type="bibr">[96]</ref><ref type="bibr">[97]</ref><ref type="bibr">[98]</ref><ref type="bibr">[99]</ref><ref type="bibr">[100]</ref><ref type="bibr">[101]</ref><ref type="bibr">[102]</ref><ref type="bibr">[103]</ref>. The increasing impact of poleward Atlantic Water heat transport on the Arctic Ocean and sea ice has already been manifested in the progression of Atlantification in the Eurasian Basin and Barents Sea <ref type="bibr">[78,</ref><ref type="bibr">81,</ref><ref type="bibr">104]</ref>.</p><p>Warm water originating from the Irminger Sea circulates around the southern tip of Greenland and propagates northward in the West Greenland Current into Baffin Bay <ref type="bibr">[24,</ref><ref type="bibr">105,</ref><ref type="bibr">106</ref>]. An increase in the northward ocean heat transport into Baffin Bay has implications for enhanced melting of marine-terminating glaciers over western Greenland <ref type="bibr">[107]</ref><ref type="bibr">[108]</ref><ref type="bibr">[109]</ref><ref type="bibr">[110]</ref><ref type="bibr">[111]</ref>.</p><p>The crucial roles of Arctic-Subarctic ocean transports for climate, weather, and ecosystems warrant sustained observations and improved understanding of their ongoing and future changes. In this paper, we review the past changes in ocean volume, heat, and freshwater transports in Arctic gateways, synthesize the mechanisms driving their variability, and summarize our current knowledge about their possible future changes. Our paper is an update of previous reviews <ref type="bibr">[2,</ref><ref type="bibr">[16]</ref><ref type="bibr">[17]</ref><ref type="bibr">[18]</ref><ref type="bibr">32,</ref><ref type="bibr">81,</ref><ref type="bibr">112,</ref><ref type="bibr">113]</ref> with new observations and new understanding included in the review.</p><p>Our review focuses on the Bering Strait, Davis Strait, Fram Strait, and Barents Sea Opening; therefore, in this paper, we define the Arctic Ocean as the ocean area enclosed by these 4 gateways. Note that our definition differs from that of the International Hydrographic Organization, which includes the Nordic Seas in the Arctic Ocean <ref type="bibr">[114]</ref>.</p><p>In section 2, we explain the observational and modeling data used in this study and the way the ocean transports are calculated. In section 3, we review water mass properties and ocean and sea ice transports in the main Arctic Ocean gateways in the past. We examine trends over the past 5 decades, compare the first 2 decades of the 21st century with the last 2 decades of the 20th century, and address recent abnormal changes in the 2010s. For these tasks, we synthesize historical (hindcast) model simulation results and available observations. In section 4, we review current knowledge about mechanisms driving ocean and sea ice transports with corroboration of dedicated numerical simulations. In section 5, we discuss projected changes in Arctic Ocean heat and freshwater budgets using recent climate model simulations. Summaries are given at the end of each section for sections 3, 4, 5. A final discussion is presented in section 6.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.">Materials and Methods</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.1.">Observations</head><p>To monitor the ocean volume, heat, and freshwater transports in the Arctic gateways, moorings have been deployed and maintained in the main gateways since the 1990s. The instruments and technologies developed to deal with challenges related to acquiring oceanography data near the ocean surface in the ice-hazard zone and measuring current direction at high latitudes were reviewed before <ref type="bibr">[112]</ref>. The locations of mooring instruments in the Arctic gateways are depicted in Fig. <ref type="figure">1B</ref>, which is adopted from <ref type="bibr">[115]</ref> and modified to include new instruments that were not used in <ref type="bibr">[115]</ref>. The spatial resolution Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023 of the mooring instruments is still relatively low, and some shelf regions are not yet covered by moorings.</p><p>Our review focuses on the Bering, Fram, and Davis straits and the Barents Sea Opening, which are indicated by black lines in Fig. <ref type="figure">1A</ref>. The time series of temperature and salinity in the inflows and outflows in the main Arctic gateways from mooring observations, such as the Pacific Water inflow in the Bering Strait <ref type="bibr">[1,</ref><ref type="bibr">116]</ref>, Atlantic Water inflow in the Fram Strait <ref type="bibr">[52,</ref><ref type="bibr">117]</ref> and Davis Strait <ref type="bibr">[24]</ref>, and freshwater outflow in the Fram Strait <ref type="bibr">[23,</ref><ref type="bibr">118]</ref> and Davis Strait <ref type="bibr">[24]</ref>, are shown in this paper. For the temperature and salinity in the Atlantic Water in the Norwegian and Barents seas, we utilize the long-term data from onboard measurements in the Svinoy, Bear Island, and Kola sections (locations indicated by dark blue lines in Fig. <ref type="figure">1A</ref>) <ref type="bibr">[119]</ref>. For the discussion of ocean transports in the Arctic gateways, available estimates based on mooring observations are depicted together with model results. In addition, time series of sea ice volume transport in the Fram Strait from satellite observations <ref type="bibr">[25]</ref> are presented.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.2.">Model results</head><p>Due to limited ocean observations, especially long-term velocity observations covering the full width and depth ranges of the Arctic Ocean gateways, model simulations are often used to complement observations for understanding ocean transport variability and driving mechanisms. We employ the model data from the Ocean Model Intercomparison Project (OMIP <ref type="bibr">[120]</ref>), which consist of data from a suite of ocean-sea ice models, each driven by 2 different atmospheric reanalysis fields <ref type="bibr">[121]</ref>. The simulations driven by the CORE2 atmospheric forcing <ref type="bibr">[122]</ref> belong to OMIP1 with a simulation period of 1948-2009, and those driven by the JRA55-do atmospheric forcing <ref type="bibr">[123]</ref> belong to OMIP2 with a simulation period of 1958-2018. The Arctic Ocean simulations in OMIP were evaluated in <ref type="bibr">[124]</ref>, and we make use of their analyzed multi-model-mean ocean transports. OMIP models can relatively well represent observed variability in Arctic Ocean hydrography and gateway transports, but the simulated mean ocean state displays considerable bias <ref type="bibr">[124]</ref>, similar to the findings in the previous CORE-II project <ref type="bibr">[125]</ref>. As a common practice, using multi-model-mean results can reduce the imprint of extreme biases that might be present in individual models, although common model biases cannot be alleviated with this approach. With 2 sets of simulations, we can check their (in)consistency in representing the Arctic-Subarctic ocean transports.</p><p>To present projected future changes in ocean transports through the Arctic gateways, we show the results of volume, freshwater, and heat transports in the Shared Socioeconomic Pathway 585 (SSP585) scenario from the Coupled Model Intercomparison Project phase 6 (CMIP6) models analyzed in recent studies <ref type="bibr">[74,</ref><ref type="bibr">126]</ref>. With an additional radiative forcing of 8.5 W/m 2 by 2100, the SSP585 scenario represents the highest CO 2 emission scenario in CMIP6 <ref type="bibr">[127]</ref>. To date, this is the most commonly investigated CMIP6 scenario in studies on future changes in Arctic Ocean hydrography and gateway transports <ref type="bibr">[74,</ref><ref type="bibr">126,</ref><ref type="bibr">128,</ref><ref type="bibr">129]</ref>. Projected changes in the Arctic freshwater budget in other scenarios investigated in previous studies will also be discussed in comparison with those in the SSP585 scenario.</p><p>We examine the mechanisms driving the variability of the Arctic-Subarctic ocean transports by employing new sensitivity simulations using the global multi-resolution ocean-sea ice model FESOM (Finite Element Sea Ice-Ocean Model) <ref type="bibr">[130,</ref><ref type="bibr">131]</ref>. We use a version with a regionally high horizontal resolution of 4.5 km in the Arctic and a medium resolution of 24 km in the subpolar region. A set of 3 forced simulations is used to determine the local or remote origin of the variability in ocean transports. One simulation is a historical simulation driven by the JRA55-do atmospheric reanalysis dataset <ref type="bibr">[123]</ref>. In the other 2 simulations, the atmospheric reanalysis fields are replaced by a repeating one-year forcing <ref type="bibr">[122]</ref> either outside or inside the Arctic. Thus, in the region where the atmospheric forcing is replaced, there is no interannual variability or trend in the applied atmospheric forcing (seasonality is present because the forcing is 6 hourly). The boundaries of the Arctic domain for replacing the forcing are at the Bering Strait (66 o N), Davis Strait (66 o N), Fram Strait (77 o N), and Barents Sea Opening (17 o E).</p><p>The aforementioned method of applying different atmospheric forcings in different regions has already been successfully used to understand the variability of Arctic-Subarctic ocean transports, such as Atlantic Water heat transport through the Barents Sea Opening <ref type="bibr">[132]</ref>, Bering Strait throughflow <ref type="bibr">[133]</ref>, and Davis Strait freshwater export <ref type="bibr">[134]</ref>. Different model resolutions and simulation periods were used in the studies mentioned above. In the new simulations presented in this review paper, we use high model resolution (regionally 4.5 km in the Arctic) and a long model integration period of 1958-2019.</p><p>To synthesize the mechanisms driving the Atlantic Water inflow and Arctic freshwater export, the model results from a set of FESOM simulations that were described in a previous Arctic study <ref type="bibr">[135]</ref> are used here. This set of simulations consists of a control simulation (the same as the historical simulation described above) and 6 wind perturbation experiments. Wind perturbations representing the negative and positive phases of the leading Arctic atmosphere circulation mode (the Arctic Oscillation <ref type="bibr">[136]</ref>), the second Arctic atmosphere circulation mode (the Arctic Dipole Anomaly <ref type="bibr">[137]</ref>), and the Beaufort High variability <ref type="bibr">[138]</ref> are separately added to the wind forcing over the Arctic Ocean in different experiments. The differences in the results between the wind perturbation experiments and the control simulation can elucidate the impact of wind perturbations. We illustrate the impacts of large-scale Arctic winds on Atlantic Water inflow through the Fram Strait and on Arctic freshwater exports through the Fram and Davis straits.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.3.">Definitions of transports</head><p>The ocean volume (VT), heat (HT), and freshwater (FWT) transports (that is, horizontal fluxes) through a gateway transect are defined as follows:</p><p>where u n is the ocean velocity perpendicular to the transect, &#952; is the potential temperature, &#952; ref is the reference temperature, S is salinity, S ref is the reference salinity, &#961; o is ocean density, and</p><p>c p is the specific heat capacity of sea water. The integration is over height z from ocean bottom to surface and over distance &#8467; along the transect. As in most Arctic Ocean studies, freshwater transports from models and observations are calculated relative to the reference salinity S ref = 34.8 psu, an estimate of the mean Arctic Ocean salinity <ref type="bibr">[2]</ref>. If this is an accurate measure of mean Arctic Ocean salinity, then the freshwater transports can be taken as an indicative measure of how much the gateway exchange freshens/salinizes the Arctic Ocean.</p><p>The choice of reference temperature in the calculation of heat transports is less straightforward. In the literature, ocean heat transports are often calculated relative to &#952; ref = 0 o C, which can then be taken as an indicative measure of how much the gateway exchange increases/decreases the heat content relative to 0 o C in a studied domain (in our case, the Arctic Ocean). We follow this practice here to be able to synthesize available data in the literature. Note that with this choice, an outflow with negative volume transport and temperature colder than 0 o C has a positive heat transport, which is considered a heat source for the Arctic Ocean. Similarly, an inflow with positive volume transport and a salinity higher than 34.8 has a negative freshwater transport, which is considered a sink for the Arctic Ocean freshwater content.</p><p>However, there has been a strong motivation to employ an alternative reference temperature to calculate the heat transport associated with the Bering Strait inflow. Pacific waters leave the Arctic Ocean at around freezing point temperature <ref type="bibr">[139]</ref>; therefore, heat transport through the Bering Strait calculated relative to freezing point is a measure of how much heat is lost from the Pacific waters during their transit of the Arctic Ocean <ref type="bibr">[5]</ref>. In the literature, estimates of Bering Strait heat transport based on moorings were provided with reference to -1.9 o C. As mentioned above, we will discuss heat transports calculated relative to 0 o C in this paper, but we will also provide estimates relative to -1.9 o C for the observed Bering Strait inflow. In the literature, Bering Strait heat transport based on mooring observations has only been estimated relative to -1.9 o C <ref type="bibr">[1]</ref>. We recomputed the heat transport relative to 0 o C (denoted as HT 0 ) from the original estimates relative to -1.9 o C (denoted as HT freezing ):</p><p>where &#952; freezing = -1.9 o C and VT is ocean volume transport. The calculated Bering Strait heat transport relative to 0 o C is approximately 8 TW lower than that relative to -1.9 o C. However, the increase in heat transport from the 1990s to 2000-2018 is approximately 2 TW based on both heat transport definitions (see section 3.1). Throughout the paper, if the reference temperature is not explicitly mentioned in conjunction with heat transports, the heat transports are relative to 0 o C.</p><p>Freshwater transport in sea ice (SFWT) at a given transect is calculated as follows:</p><p>where u i is the sea ice drift velocity perpendicular to the transect, h i is the sea ice thickness averaged over each grid cell, S i = 4 is the sea ice salinity, &#961; i = 910 kg m -3 and &#961; o = 1,024 kg m -3 are the sea ice and ocean density, respectively, and the last integral &#8747; u i h i d&#8467; represents sea ice volume transport. The constants used here are consistent with those used in previous studies <ref type="bibr">[25]</ref> In this paper, we calculate heat and freshwater transports in sections with non-zero mass transport. Previous studies have highlighted the need for caution when interpreting ocean heat and freshwater transports <ref type="bibr">[140]</ref><ref type="bibr">[141]</ref><ref type="bibr">[142]</ref>. As heat transports depend on the chosen reference temperature, they are ambiguous to interpret physically without additional information about ocean temperature and volume transports. For example, consider a single gateway section with a non-zero mass transport, such as the Bering Strait. The heat transport values vary with the reference temperature, so without further contextual qualification, the following heat transport quantities are ambiguous (meaning they depend on the reference temperature used): record (high or low) values, changes over time, importance relative to another gateway, and attribution of changes to volume transport change or temperature change <ref type="bibr">[141,</ref><ref type="bibr">142]</ref>. To make the heat transports physically interpretable, examples of further qualifications are as follows: (i) Assumptions or information about the heat and volume transports across other gateways. Such assumptions allow the construction of a control volume with zero net volume transport, for instance. The dependence on the reference temperature disappears for a control volume with zero net volume transport. (ii) Assumptions about the subsequent fate of the water flowing through the gateway, such as how it mixes with other water masses or interacts with sea ice. It is also legitimate to compare heat transport across an open gateway between observations and ocean model results (using the same reference temperature). Assessing model realism this way requires caution, however, because such agreement between model results and observations can be coincidental and specious. A stronger test of model realism requires agreement between model results and observations for any reference value, not just one. Satisfying this test means that both the volume transport and the relationship between velocity and temperature are realistic; the same is true for freshwater transport. A robust comparison requires inclusion of volume transport, salinities, and temperatures. The above factors should be considered when assessing the heat and freshwater transports across gateways with non-zero volume transport. We repeat here that our choices of reference salinity and temperature in this paper are not arbitrary, as described above in this section.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">Historical changes</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.1.">Pacific Water inflow</head><p>Mooring observations of temperature, salinity, and currents for the Pacific inflow in the Bering Strait have been carried out since the 1990s <ref type="bibr">[1,</ref><ref type="bibr">54]</ref>. Over the observation period, the Pacific inflow displayed a warming trend of approximately 0.5 &#177; 0.2 o C per decade, with the annual warm (&#8805;0 o C) water duration increasing from 5.5 months in the 1990s to more than 7 months in recent years, mainly due to earlier warming; it also experienced a dramatic wintertime freshening (salinity decrease of 0.3 per decade), implying changes to the ventilation of the Arctic's cold halocline <ref type="bibr">[1]</ref>. The warming and freshening trends in the observation period were enhanced due to increased warming and freshening since the mid-2010s (Fig. <ref type="figure">2A</ref> and<ref type="figure">E</ref>).</p><p>The FESOM simulation reproduced the observed variability in the Pacific inflow temperature and salinity well, except for the strongest freshening event in 2016 (Fig. <ref type="figure">2A</ref> and<ref type="figure">E;</ref> (4) model-observation correlation coefficients are shown on the plots). It was speculated that the freshening could be partially attributed to glacial melt over mainland Alaska <ref type="bibr">[1,</ref><ref type="bibr">143]</ref>. The absence of this freshening event in the model might be because changes in glacial melt were not adequately accounted for in the runoff data set used to drive the model. However, the overall good skill of the model may allow us to better understand hydrography changes in long periods without observations. The model shows that the Pacific inflow experienced a significant warming trend of 0.13 &#177; 0.03 o C per decade over the past 5 decades (Fig. <ref type="figure">2A</ref>) and no significant trend in salinity (Fig. <ref type="figure">2E</ref>). The model suggests that there were warming events in the 1970s and 1990s, which were characterized by interannual to multi-year variability superimposed on a persistent warming trend.</p><p>The model also shows that at the end of the 2010s the temperature and salinity changed and approached prior values. However, with the currently available observations (until 2018), we still cannot tell whether this reversion is reflected in the real world.</p><p>Mooring data show that the Pacific Water volume transport displayed a significant upward trend of 0.10 &#177; 0.06 Sv per decade in the observation period of 1990-2019 <ref type="bibr">[1]</ref>. Averaged from 2000 to 2018, the observed volume transport was 1 &#177; 0.1 Sv, 0.2 Sv higher than the climatological value of 0.8 &#177; 0.2 Sv <ref type="bibr">[3]</ref>. The Bering Strait freshwater transport continues to account for about one-third of the Arctic total freshwater input and displays an interannual variability of about 1,000 km 3 , greater than the variability of any other Arctic freshwater source <ref type="bibr">[144]</ref>. Averaged from 2000 to 2018, the freshwater transport based on mooring observations was 3,000 &#177; 280 km 3 /year, higher than the early mooring observations of 2,500 &#177; 300 km 3 /year <ref type="bibr">[1]</ref>. For heat transport, the mean value for 2000-2018 was 14 &#177; 4 TW (relative to -1.9 o C; 6 TW relative to 0 o C), which is higher than the estimate of 12 &#177; 4 TW (relative to -1.9 o C; 4 TW relative to 0 o C) for the earlier period <ref type="bibr">[1]</ref>.</p><p>It is challenging to use the OMIP simulations to synthesize the Bering Strait ocean transports, because they did not reproduce the observed upward trends, although the interannual variability was well represented (Fig. <ref type="figure">3A</ref>). The correlation coefficient between the observed and OMIP2-simulated annual mean volume transports for 2000-2018 is 0.85 (P &lt; 0.01; after detrending). Not only does the simulated volume transport fail to reflect the observed increase during 2000-2018, but it is also even lower in the 2010s compared to the simulated long-term mean. The simulations also did not reproduce the observed upward trends in heat and freshwater transports in the observation period (since the 1990s; Fig. <ref type="figure">3E</ref> and<ref type="figure">I</ref>) because volume transport makes a considerable contribution to these changes <ref type="bibr">[1]</ref>. It is not clear whether the model bias is mainly due to deficiencies in atmospheric forcing, runoff data, or model configurations. It is interesting that in the common period of OMIP1 and OMIP2 , the 2 sets of OMIP simulations are nearly identical in their simulated Bering Strait volume, heat, and freshwater transports, although the models were forced with different atmospheric reanalysis products (Fig. <ref type="figure">3A, E,</ref> and<ref type="figure">I</ref>). Similarly, a long coarse-resolution simulation driven by a 20th century atmosphere reanalysis product showed that the modeled Bering Strait volume transport remained close to 0.8 Sv through the 20th century <ref type="bibr">[145]</ref>. However, without observations, we cannot judge the reliability of model simulations for the 20th century, especially considering that they cannot simulate the observed trend in the early 21st century. It is also noteworthy that the simulated interannual variability is weaker than the observed (Fig. <ref type="figure">3A, E,</ref> and<ref type="figure">I</ref>), possibly due to the low resolutions of the ocean models and the applied atmospheric forcing as well.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.2.">Atlantic Water inflow</head><p>The Atlantic Water enters the Nordic Seas mainly across the Iceland-Scotland-Ridge <ref type="bibr">[54,</ref><ref type="bibr">[146]</ref><ref type="bibr">[147]</ref><ref type="bibr">[148]</ref> and passes through the Norwegian Sea before reaching the Barents Sea and Fram Strait <ref type="bibr">[51,</ref><ref type="bibr">54]</ref>. Poleward propagation of warming and cooling episodes along the Atlantic Water pathway through the Norwegian Sea was observed <ref type="bibr">[149]</ref> and reproduced in model simulations <ref type="bibr">[92,</ref><ref type="bibr">150]</ref>. The Atlantic Ocean influences the Arctic Ocean through ocean transports, and the impact could even be seen in the multidecadal variability of the Arctic Ocean temperature <ref type="bibr">[151,</ref><ref type="bibr">152]</ref>. We first review the past changes in the Atlantic Water in the Norwegian Sea region, which underpins later discussions of the Atlantic Water inflow in the Barents Sea Opening and Fram Strait.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.2.1.">Norwegian Sea inflow</head><p>The Atlantic Water at the Svinoy Section, which is close to the southern end of the Norwegian Atlantic Current (see Fig. <ref type="figure">1A</ref> for location), experienced a warming trend after the 1970s according to the observations <ref type="bibr">[51,</ref><ref type="bibr">149]</ref> (Fig. <ref type="figure">2B</ref>, upper panel). The warming trend lasted until the mid-2000s <ref type="bibr">[153]</ref>, followed by a cooling trend (Fig. <ref type="figure">2B</ref>, upper panel). Until 2020, the temperature at the Svinoy Section dropped to a level close to that in the mid-1990s, so there was no significant temperature trend if only considering the relatively short period of 1995-2020 with mooring observations <ref type="bibr">[154]</ref>. However, considering the last 5 decades, there was a mean warming trend of about 0.20 &#177; 0.03 o C/ decade in the upper ocean at the Svinoy Section in the observations, and the FESOM results displayed a similar trend (Fig. <ref type="figure">2B</ref>). Despite the low temperature of the Atlantic inflow in the 2010s, the total ocean heat content in the Norwegian Sea has increased because of the reduction in ocean surface heat loss <ref type="bibr">[155]</ref>.</p><p>The annual mean salinity in the Atlantic inflow at the Svinoy Section is highly correlated with the annual mean temperature (r = 0.71, P &lt; 0.01 without a time lag), with warming (cooling) episodes coinciding with salinification (freshening) episodes (Fig. <ref type="figure">2B</ref> and<ref type="figure">F</ref>, upper panels). Following a salinification trend between the 1970s and the mid-2000s, the salinity of the Atlantic inflow dropped in the 2010s. The Norwegian Sea displayed a freshening anomaly in the 2010s, mainly due to the freshening of the Atlantic inflow; therefore, it experienced a decoupling of temperature and salinity, with simultaneous warming (due to reduced heat loss to the atmosphere) and freshening <ref type="bibr">[155]</ref>. Considering the last 5 decades, the observed salinity trend was not significant at the Svinoy Section (Fig. <ref type="figure">2F</ref>).</p><p>Systematic monitoring of volume transport has been established between Greenland and Scotland since the mid-1990s. Over this period, the Atlantic Water volume transport into the Norwegian Sea did not display a significant trend <ref type="bibr">[54]</ref>. The recent estimates of mean poleward Atlantic Water volume transport between Greenland and Scotland are 8.0 &#177; 0.7 Sv <ref type="bibr">[54]</ref> and 7.7 &#177; 0.8 Sv <ref type="bibr">[156]</ref>, which are not very different from the previous estimate of 7.6 Sv for the Svinoy Section <ref type="bibr">[157]</ref>. Based on mooring observations and an inverse model, the Atlantic Water heat transport across the Iceland-Faroe-Scotland Ridge averaged over 1993-2016 was estimated to be 281 &#177; 24 TW <ref type="bibr">[158]</ref>. A similar value of 273 &#177; 27 TW Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023 was obtained using shipboard velocity and temperature measurements along the ridge between 2009 and 2016 <ref type="bibr">[159]</ref>.</p><p>It was estimated that the ocean heat transport across the Iceland-Faroe-Scotland Ridge increased by 21 TW after 2001 <ref type="bibr">[158]</ref>. However, when considering the period of 1995-2020, the ocean heat transport does not exhibit a significant trend due to the cooling of the Atlantic inflow after the mid-2000s <ref type="bibr">[154]</ref>. Based on a model simulation, Smedsrud et al. <ref type="bibr">[113]</ref> suggested that the poleward Atlantic Water volume transport and heat transport across the Iceland-Faroe-Scotland Ridge increased by 1 Sv and 50 TW, respectively, over the 20th century. Therefore, the insignificance of the trends in Atlantic volume and heat inflows into the Norwegian Sea in the short observation period might be due to masking by decadal and multidecadal variability. The presence of strong multidecadal variability was evident in the century-long temperature observations at the Svinoy Section:</p><p>The Atlantic Water at the Svinoy Section experienced a few warm decades before a strong cooling in the 1970s <ref type="bibr">[145,</ref><ref type="bibr">149]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.2.2.">Barents Sea Opening</head><p>The observed temperature and salinity in the Atlantic Water inflow at the Barents Sea Opening (the Bear Island Section) are significantly correlated with those at the Svinoy Section (Fig. <ref type="figure">2B</ref> and<ref type="figure">F</ref>) <ref type="bibr">[51,</ref><ref type="bibr">160,</ref><ref type="bibr">161]</ref>. For the observed annual mean temperature, the correlation between the Barents Sea Opening and Svinoy Section is r= 0.74, 0.73, and 0.68 (P &lt; 0.01) for 0-, 1-, and 2-year lags, respectively, but the correlation strongly decreases for the detrended time series, with r= 0.49, 0.44, and 0.31 (P &lt; 0.05) for 0-, 1-, and 2-year lags, respectively. The correlation for the observed annual mean salinity between the 2 transects is r= 0.81, 0.88, and 0.79 (P &lt; 0.01) for 0-, 1-, and 2-year lags, and the correlation coefficients do not change much if the time series are detrended. The fact that the temperature correlation between the 2 transects becomes much lower when the time series are detrended reflects the strong impacts of surface heat loss along the Atlantic Water pathway on ocean temperature and water mass transformation, which were demonstrated in different studies (e.g., <ref type="bibr">[155,</ref><ref type="bibr">161,</ref><ref type="bibr">162]</ref>). The salinity correlation coefficients indicate an advection timescale of approximately 1 year between the 2 transects. Our updated analysis is somewhat in contrast to earlier studies that reported a lag of 1 to 2 years in temperature anomalies from the Svinoy Section to the Barents Sea Opening <ref type="bibr">[51,</ref><ref type="bibr">160]</ref>.</p><p>A cooling anomaly started in the late 2000s at the Svinoy Section, while cooling was visible only in the second half of the 2010s at the Barents Sea Opening and was not obvious at the Kola Section in the 2010s (Fig. <ref type="figure">2B</ref>). This further demonstrates the effect of atmospheric modulation on the Atlantic Water temperature along its pathway. The salinity at the Barents Sea Opening dropped by about 0.15 in the 2010s, similar to the change at the Svinoy Section, but with a lag of approximately 1 year (Fig. <ref type="figure">2F</ref>). The signal of salinity decline further propagated to the Kola Section, although the overall salinity correlation between the Barents Sea Opening and Kola Section is not very high (r = 0.59, P &lt; 0.01), possibly due to the entrainment of freshwater in the southern Barents Sea. Considering the past 5 decades, the warming trend in the Atlantic Water inflow at the Barents Sea Opening was 0.32 &#177; 0.04 o C per decade based on the observations, and the model simulation obtained a similar trend. The trend of the Atlantic Water salinity at the Barents Sea Opening over the past 5 decades was small (approximately 0.01 &#177; 0.01 per decade), similar to that found in the Svinoy Section.</p><p>Mooring observations of ocean currents in the Atlantic Water inflow at the Barents Sea Opening have been maintained since 1997 <ref type="bibr">[162]</ref>. The Atlantic Water volume transport, about 2 Sv, did not display a significant trend in the mooring observation period <ref type="bibr">[69]</ref>. Combining the Atlantic Water inflow, the Norwegian Coastal Current along the southern continental slope, and the recirculation flow in the northern Barents Sea Opening, the net ocean volume transport through the Barents Sea Opening was estimated to be 2.3 Sv <ref type="bibr">[53]</ref>. The OMIP2 simulations show that the net ocean volume transport was slightly lower in the 2010s than in the 2000s, and the mean over 2000-2018 was slightly higher (by 0.1 Sv) than that over 1980-2000 (Fig. <ref type="figure">3B</ref>). Considering the past 5 decades, there was a small but statistically significant upward trend of 0.06 &#177; 0.03 Sv per decade in the OMIP2 simulations, which can be mostly attributed to an increase at the end of the 1980s.</p><p>The OMIP2 simulations show that the net heat transport through the Barents Sea Opening displayed a pronounced drop in 2010 (Fig. <ref type="figure">3F</ref>), mainly due to the reduction in ocean volume transport (Fig. <ref type="figure">3B</ref>). After this event, the heat transport was restored to the level in the 2000s. On average, the heat transports in the 2010s and 2000s were similar, so the earlier synthesized net heat transport of 70 &#177; 5 TW <ref type="bibr">[53]</ref> can be used to represent the mean state over the past 2 decades. The mean heat transport (relative to 0 o C) in 2000-2018 was about 13% higher than that in 1980-2000 in OMIP2. Over the past 5 decades, the heat transport has displayed a significant upward trend of 4.81 &#177; 0.85 TW per decade in OMIP2.</p><p>The Atlantic Water salinity is higher than the Arctic mean salinity, so the Atlantic Water inflow through the Barents Sea Opening is equivalent to a freshwater sink of the Arctic Ocean <ref type="bibr">[16]</ref>, outweighing the freshwater source of the Norwegian Coastal Current, which carries freshwater originating from the North and Baltic seas into the Barents Sea <ref type="bibr">[163]</ref>. The synthesized freshwater transport through the Barents Sea Opening is -90 km 3 /year <ref type="bibr">[16,</ref><ref type="bibr">32]</ref>. The OMIP simulations considerably overestimate this transport strength (Fig. <ref type="figure">3J</ref>), as did the simulations in an earlier model intercomparison project <ref type="bibr">[125]</ref>. One reason could be that low-resolution models cannot well represent the fresh coastal current <ref type="bibr">[58,</ref><ref type="bibr">164]</ref>. The simulated freshwater transport in 2000-2018 was about 17% stronger than that in 1980-2000 in OMIP2.</p><p>Observations indicate that in the 20th century, the Barents Sea branch of Atlantic Water inflow lost most of its heat to the atmosphere during its transit through the Barents Sea <ref type="bibr">[53,</ref><ref type="bibr">165]</ref>, and most of the Atlantic Water flowing into the Arctic basin via the St. Anna Trough was already cooled to below 0 o C <ref type="bibr">[165]</ref>. However, during the first 2 decades of the 21st century, the efficiency of ocean heat loss in the southern Barents Sea has decreased, causing the outflow water from the Barents Sea to be warmer <ref type="bibr">[69]</ref>. A reduction in ocean surface heat loss in the upstream region of the Atlantic Water inflow can cause ocean warming, winter sea ice retreat, and increases in the surface mixed layer depth and ocean surface heat loss in the downstream region along the Atlantic Water pathway <ref type="bibr">[70]</ref>. This process changes the role of the Barents Sea branch, resulting in a poleward expansion of Arctic Atlantification in the Arctic basin <ref type="bibr">[70]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.2.3.">Fram Strait</head><p>Since 1997, a mooring array at approximately 78 o 50 &#8242; to 79 o N in the Fram Strait has been maintained to obtain year-round measurements of ocean currents and hydrography in both the WSC and East Greenland Current <ref type="bibr">[22,</ref><ref type="bibr">23,</ref><ref type="bibr">50,</ref><ref type="bibr">52,</ref><ref type="bibr">87,</ref><ref type="bibr">117,</ref><ref type="bibr">118]</ref>. A strong warming trend in the WSC was found in the mooring observation period <ref type="bibr">[52,</ref><ref type="bibr">93]</ref>. The warming trend at 75 m depth in the core of the WSC (east of 8 o E) was 0.46 &#177; 0.11 o C per decade between 1997 and 2018, and the trend at a depth of 250 m was similar (Fig. <ref type="figure">2C</ref>). The model simulation reproduced the observed warming trend and interannual variability well, except for the warm anomaly in 2006 (Fig. <ref type="figure">2C</ref>). The warming and cooling episodes largely coincided with those at the Svinoy Section before 2000. Then, the Atlantic Water experienced 2 strong warming episodes (which peaked in 2006 and 2016) in the Fram Strait, but they were absent at the Svinoy Section (Fig. <ref type="figure">2B</ref> and<ref type="figure">C</ref>). The Atlantic Water temperature in the Fram Strait reached its highest value over the past 5 decades in 2016 (Fig. <ref type="figure">2C</ref>). The simulated warming trend at a depth of 75 m in the core of the WSC was also significant (0.32 &#177; 0.04 o C per decade) over the past 5 decades.</p><p>The northward volume transport of warm Atlantic Water (warmer than 2 o C) in the WSC was estimated to be 3.0 &#177; 0.2 Sv for 1997-2010 using the mooring observations at 78 o 50 &#8242; N <ref type="bibr">[52]</ref>. Despite the observed warming trend during this period, the volume transport of Atlantic Water did not display a significant Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023 trend <ref type="bibr">[52]</ref>. Model simulations showed that the volume transport of warm Atlantic Water in the WSC was approximately 3 Sv in the 2000s, while it increased by about 1 Sv in the 2010s <ref type="bibr">[93]</ref>. The annual mean northward heat transport of the Atlantic Water was estimated to vary between 26 and 50 TW in 2001-2006 based on a stream-tube approach <ref type="bibr">[50]</ref>. As both the Atlantic Water temperature (Fig. <ref type="figure">2C</ref>) and poleward volume transport increased in the 2010s <ref type="bibr">[93,</ref><ref type="bibr">166]</ref>, northward heat transport increased.</p><p>Both observations and model simulations show that part of the warm Atlantic Water recirculates near and north of the mooring array at 78 o 50 &#8242; N <ref type="bibr">[89,</ref><ref type="bibr">167,</ref><ref type="bibr">168]</ref>. Model simulations reveal that more than 1.5 Sv warm Atlantic Water propagates westward in the Fram Strait, half of which occurs north of 78 o 50 &#8242; N <ref type="bibr">[167]</ref>. Therefore, a fraction of northward ocean heat transport measured in the WSC returns south again with the East Greenland Current. To estimate the net meridional ocean heat transport through the Fram Strait, the full-width mooring array at 78 o 50 &#8242; N (between 6 o 51 &#8242; W and 8 o 40 &#8242; E) was used. The net heat transport into the Arctic Ocean across this mooring array was estimated to vary between 16 &#177; 12 and 41 &#177; 5 TW in 1997-2000 <ref type="bibr">[87]</ref>, indicating large interannual variability. The Fram Strait net heat transports in the 2 sets of OMIP simulations have similar interannual variability but different magnitudes and trends (Fig. <ref type="figure">3G</ref>). In OMIP2 simulations, the heat transport in the 1990s was larger than that in the 1970s and 1980s, consistent with the observed warming of the Arctic Atlantic Water layer in the 1990s <ref type="bibr">[169]</ref>. The heat transport in OMIP2 continued to increase after 2010 (Fig. <ref type="figure">3G</ref>), consistent with the results of previous modeling studies <ref type="bibr">[93]</ref>. It had a significant trend of 2.65 &#177; 0.29 TW per decade over the past 5 decades and was 27% higher in 2000-2018 than in 1980-2000 when computed relative to 0 o C.</p><p>The Fram Strait branch of Atlantic Water inflow directly supplies the warm Atlantic Water layer of the Arctic Ocean. The increase in ocean heat transport in the 2000s and 2010s can partly explain the eastward retreat of the winter sea ice edge northeast Svalbard <ref type="bibr">[102]</ref> and contribute to winter sea ice decline in the western Nansen Basin <ref type="bibr">[98]</ref>. However, storm-induced ocean mixing is needed in addition to explain recent sea ice melt rates north of Svalbard <ref type="bibr">[100]</ref>. The observed warming trend of the Arctic Atlantic Water layer <ref type="bibr">[94,</ref><ref type="bibr">104,</ref><ref type="bibr">169]</ref> was accompanied by the weakening of the halocline stratification in the eastern Eurasian Basin and Makarov Basin, which is an indication of Arctic Atlantification <ref type="bibr">[78,</ref><ref type="bibr">104,</ref><ref type="bibr">170,</ref><ref type="bibr">171]</ref>. The recent increase in Atlantic Water volume transport through the Fram Strait also implies that an increased amount of nutrients could have been advected into the Arctic basin, with possible impacts on the Arctic marine ecosystem <ref type="bibr">[172]</ref>. Increases in the presence and temperature of Atlantic Water since the early 2000s have been observed on the northeast Greenland continental shelf <ref type="bibr">[173]</ref>, indicating that the signal of Atlantic Water changes observed at the Fram Strait has propagated southward via the Return Atlantic Current.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.2.4.">Davis Strait</head><p>The cold, fresh Arctic waters exported through the CAA flow southward in the Baffin Island Current along the western Baffin Bay. On the eastern side of the Davis Strait, low-salinity water of Arctic origin and warm, salty water of North Atlantic origin flow northward into the Baffin Bay. These inflowing waters, after being modified during their cyclonic circulation in the Baffin Bay, join the Baffin Island Current and flow southward in the western Davis Strait. The climatological net volume transport through the Davis Strait is southward and carries freshwater toward the subpolar North Atlantic (see section 3.3). The net heat transport through the Davis Strait is northward, mainly due to the West Greenland Irminger Water (also called Subpolar Mode Water or simply Atlantic origin water) in the eastern Davis Strait <ref type="bibr">[174]</ref>.</p><p>The temperature of the Subpolar Mode Water in the eastern Davis Strait displayed an upward trend of 0.32 &#177; 0.05 o C per decade from 1970 to 2020 in the FESOM simulation (Fig. <ref type="figure">2D</ref>). A cooling trend occurred in the 2010s, which is consistent with the cooling of the subpolar North Atlantic in this period (see section 4.2.1). The observed net heat transport across Davis Strait was 18 &#177; 17 TW in 1987-1990 <ref type="bibr">[21]</ref> and 20 &#177; 9 TW in 2004-2005 <ref type="bibr">[174]</ref>. In the OMIP2 simulations, the heat transport was 10% lower in 2000-2018 than in 1980-2000, but did not have a statistically significant trend over the past 5 decades (Fig. <ref type="figure">3H</ref>). The recent reduction in the heat transport can be explained by the inflow cooling in the 2010s (Fig. <ref type="figure">2D</ref>), and this trend is consistent with the results of a high-resolution regional model that showed a decadal decline in the heat transport between 2005 and 2013 <ref type="bibr">[175]</ref>.</p><p>The net ocean volume transport in Davis Strait and Nares Strait reversed direction (becoming poleward) in a few months at the end of 2010 <ref type="bibr">[175]</ref>. This event was unusual and resulted in a reduction in the annual mean ocean volume export in 2010 as shown in OMIP2 (Fig. <ref type="figure">3D</ref>). Associated with this event, the northward heat transport in the West Greenland Current over the past 5 decades was the highest in 2010, but the net heat transport through the whole Davis Strait was not very high in 2010 due to the compensation of increased southward heat transport in the western Davis Strait in this year (model result not shown).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.3.">Arctic freshwater export</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.3.1.">Fram Strait</head><p>Year-round salinity and velocity measurements in the East Greenland Current were obtained from the Fram Strait Arctic Outflow mooring array at 78 o 50 &#8242; N during the past 2 decades <ref type="bibr">[23,</ref><ref type="bibr">118]</ref>. The mooring array covers the outer shelf and continental slope (between 8 o W and 2 o W) but not the inner shelf where the ocean salinity is the lowest and where there is little knowledge of the year-round flow (Fig. <ref type="figure">1B</ref>). The mooring observations revealed that the near-surface part of the Polar Water became fresher in the 2010s than in 2004-2009 (by 0.10 in the upper 55 m), while the halocline water experienced an increase in salinity (by 0.09 in 55 to 155 m depth) <ref type="bibr">[118]</ref>. The observed salinity in the upper 55 m exhibited a (statistically insignificant) trend of -0.11 &#177; 0.10 per decade between 2004 and 2019 (Fig. <ref type="figure">2G</ref>). The model simulation results show consistent interannual variability, with a significant freshening trend of -0.13 &#177; 0.02 per decade in the upper 55 m in 1970-2020 (Fig. <ref type="figure">2G</ref>, solid lines). The observed increase in halocline salinity after 2015 was not reproduced (Fig. <ref type="figure">2G</ref>, dashed lines). The magnitude of the observed halocline salinification in the 2010s (by 0.09) is within the range of simulated decadal variability in the past few decades.</p><p>It is challenging to estimate net ocean volume transport through the Fram Strait using available mooring observations because of the partial coverage of the mooring array and the relatively low spatial resolution. The observational estimate for 1997-2007 is an outflow of -2 &#177; 2.7 Sv with a large uncertainty <ref type="bibr">[50]</ref>. The Fram Strait ocean volume transport in 2000-2018 was stronger by -0.3 Sv than that in 1980-2000 in the OMIP2 simulations (Fig. <ref type="figure">3C</ref>).</p><p>An increase in Fram Strait freshwater export was observed in 2010-2013 compared to that in the 2000s, mainly due to a stronger East Greenland Current and secondly freshening anomalies <ref type="bibr">[23]</ref>. After 2015, the freshwater export was observed to decrease to the prior-2010 level, mainly due to the slowdown of the East Greenland Current <ref type="bibr">[118]</ref>. A considerable fraction of the freshwater export occurs in the inner shelf, which is not covered by mooring observations <ref type="bibr">[22]</ref>. A recent study based on all available observational data including dynamic ocean topography reported a large seasonality in the freshwater transport on the shelf and that the shelf region accounts for more than 40% of the total freshwater transport in the shelf-slope system of the western Fram Strait <ref type="bibr">[176]</ref>.</p><p>The total freshwater transport across the whole Fram Strait in the OMIP simulations is depicted in Fig. <ref type="figure">3K</ref>. The transports in OMIP1 and OMIP2 display similar interannual variability, especially for the 1990s and 2000s (Fig. <ref type="figure">3K</ref>). The simulations show a moderate increase in freshwater export in 2005-2007 and a strong increase in 2010-2013, consistent with the changes observed by the moorings (Fig. <ref type="figure">3K</ref>; <ref type="bibr">[23]</ref>). As the transports calculated from the model results are for the whole Fram Strait, the consistency of the variability between the models and observations implies that the freshwater export in the East Greenland Current determines the overall variability of the freshwater transport in the Fram Strait. A reduction in freshwater export after 2013 was simulated but not as pronounced as observed. Overall, the simulated variability of the freshwater export is largely consistent with the mooring observations, while the simulated mean freshwater export is biased weak compared with the synthesized climatological value (-2,700 &#177; 530 km 3 /year <ref type="bibr">[16,</ref><ref type="bibr">32]</ref>) and the mooring observations (Fig. <ref type="figure">3K</ref>). In the OMIP2 simulations, the Fram Strait freshwater export was 20% stronger in 2000-2018 than in 1980-2000. It had a strengthening trend of -110 &#177; 30 km 3 / year per decade over the past 5 decades (calculated relative to 34.8; Fig. <ref type="figure">3K</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.3.2.">Davis Strait</head><p>The freshwater export in the upper Baffin Island Current is mainly composed of Arctic waters, with other contributions including river runoff in Baffin Bay and CAA and glacial meltwater. A short salinity time series in the upper Baffin Island Current (the part west of 59 o W) obtained with moored instruments in the Davis Strait shows a decline from 2004 to 2010 <ref type="bibr">[24]</ref>, which is consistently simulated by the model (Fig. <ref type="figure">2H</ref>). The model simulations show that there was no significant salinity trend in the upper Baffin Island Current over the past 5 decades. However, an abnormal salinity reduction of about 0.5 occurred in 2016 and 2017 as shown by the simulation (Fig. <ref type="figure">2H</ref>), coinciding with an enhanced ocean volume export through the CAA driven by the dynamic sea-level drop south of Greenland in that period <ref type="bibr">[134]</ref>. The contemporary salinity drop in both the East Greenland Current and Baffin Island Current in 2017 (Fig. <ref type="figure">2G</ref> and<ref type="figure">H</ref>) reflects the impact of the Arctic cyclonic wind in favor of Arctic freshwater export <ref type="bibr">[134]</ref>.</p><p>The net ocean volume transport and freshwater transport through the whole Davis Strait are -1.6 &#177; 0.5 Sv and -2,900 &#177; 190 km 3 /year, respectively, based on the 2004-2010 observations <ref type="bibr">[24]</ref>. Compared with the observed freshwater export at the end of the 1980s, which was first described by Cuny et al. <ref type="bibr">[21]</ref>, the freshwater export in 2004-2010 is markedly weaker <ref type="bibr">[24]</ref>. The 2 sets of OMIP simulations display very similar variability in the Davis Strait volume and freshwater exports, and consistently represent the observed weakening between the 2 observation periods mentioned above (Fig. <ref type="figure">3D</ref> and<ref type="figure">L</ref>). Based on analysis of 7 decades of hydrography surveys, it was suggested that high freshwater transport occurred on the Labrador Shelf (downstream Davis Strait) during the 1970s-1980s and low transport occurred in the 1960s and from the mid-1990s to 2016 <ref type="bibr">[177]</ref>. Although the decadal variability at this downstream location is impacted by outflow from Hudson Bay, it remains consistent with the simulated variability in Davis Strait obtained in the OMIP simulations. A recent model study revealed that the Arctic Ocean volume and freshwater export through the Davis Strait dramatically strengthened in 2015-2017 <ref type="bibr">[134]</ref>, as also shown by the OMIP2 simulations (Fig. <ref type="figure">3D</ref> and<ref type="figure">L</ref>). The freshwater export in this period increased to a level similar to that at the end of the 1980s in the simulations (Fig. <ref type="figure">3L</ref>).</p><p>In the OMIP2 simulations, the mean freshwater transport through the Davis Strait is close to the synthesized climatological value (-3,200 &#177; 320 km 3 /year <ref type="bibr">[16]</ref>). The simulated freshwater export in 2000-2018 was 13% weaker than that in 1980-2000 (calculated relative to the reference salinity of 34.8), and the net ocean volume export in 2000-2018 was weaker by 0.3 Sv than in 1980-2000. However, as mentioned in section 3.1, the models did not reproduce the observed increase in Pacific Water inflow. If we add the missing Pacific freshwater to the Davis Strait outflow, the Davis Strait freshwater export is then very similar between the periods of 2000-2020 and 1980-2000 (see section 3.4 for details). Considering the past 5 decades, there were no significant trends in the simulated Davis Strait volume and freshwater transports.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.3.3.">Sea ice export</head><p>Sea ice in the Fram Strait has been thinning over the last few decades. Its annual mean thickness declined by 15% per decade (in total about 35%) from 1990 to 2014 <ref type="bibr">[25,</ref><ref type="bibr">178]</ref>. Sea ice thickness at the end of the melt season decreased by more than 50% (at a reduction rate of 0.2 m/year) from 2003 to 2012 at 79&#176;N <ref type="bibr">[179]</ref> and by 20% from 2001 to 2020 further north (80.5 to 86&#176;N) <ref type="bibr">[180]</ref>. Despite a slight increase in sea ice drift, the strong sea ice thinning caused a considerable decline in sea ice volume export through the Fram Strait over the past decades <ref type="bibr">[25,</ref><ref type="bibr">181]</ref>. Strong interannual and decadal variability can mask the declining trend if only a short time period is considered. Spreen et al. <ref type="bibr">[182]</ref> reported that the sea ice volume export between 2003 and 2008 was lower than that previously observed in the 1990s <ref type="bibr">[183,</ref><ref type="bibr">184]</ref>, but the reduction was not statistically significant. Based on sea ice thickness from Upward Looking Sonars (ULS) and satellite observations of sea ice drift and area for the period of 1992-2014, a significant decrease of 648 &#177; 14 km 3 /year per decade in the Fram Strait sea ice volume export, equivalent to a decrease of 27 &#177; 2% per decade, was found <ref type="bibr">[25]</ref>.</p><p>A record low annual mean sea ice volume export through the Fram Strait occurred in 2018 (or 2017/2018 for winter-centered annual mean), as revealed by a model simulation corroborated by satellite observations and reanalysis of sea ice thickness and drift (Fig. <ref type="figure">4A</ref>) <ref type="bibr">[181]</ref>. The positive sea-level pressure anomaly over the Eurasian Arctic in this year tended to reduce sea ice thickness and drift in the Fram Strait, but model sensitivity experiments revealed that it was the persistent sea ice thinning that preconditioned this event of anomalously low sea ice volume export (Fig. <ref type="figure">4B</ref>) <ref type="bibr">[181]</ref>. This low ice export was further confirmed using a combination of in situ ice draft measurements from the ULS combined with satellite observations <ref type="bibr">[185]</ref>. The reduction in sea ice volume export in 2018 amounted to 40% relative to that in the period of 2000-2017 <ref type="bibr">[185]</ref>.</p><p>The previously synthesized sea ice freshwater transport through the Fram Strait is -2,300 &#177; 340 km 3 /year <ref type="bibr">[16]</ref>, which was based on the observed sea ice volume transport of -2,850 km 3 /year in 1990-1996 <ref type="bibr">[183]</ref>. This freshwater transport represents the mean condition for 1980-2000 <ref type="bibr">[32]</ref>. Observational estimates of annual sea ice volume transport are missing for several years between 2000 and 2020, but a linear regression can reasonably represent the changes in the observed sea ice volume transport <ref type="bibr">[25]</ref>, from which we estimate the mean sea ice volume transport for 2000-2020 to be -2,000 &#177; 640 km 3 /year. This is equivalent to a freshwater transport (in the form of sea ice) of -1,600 &#177; 510 km 3 /year.</p><p>Sea ice is also exported southward through the Davis Strait. Sea ice freshwater transport was estimated to be -420 km 3 / year at the end of the 1980s <ref type="bibr">[21]</ref>, about -400 to -600 km 3 /year for 2002-2007 <ref type="bibr">[186]</ref>, and -320 &#177; 32 km 3 /year for 2004-2010 <ref type="bibr">[24]</ref>. A recent estimate was -250 &#177; 60 km 3 /year for 2011-2016 based on an ensemble of different observations and model simulations <ref type="bibr">[187]</ref>. The decline in sea ice export through the Davis Strait during the observation period is consistent with the results of a suite of ocean-sea ice models assessed previously <ref type="bibr">[188]</ref>. It was shown that the sea ice freshwater export through the Davis Strait had decadal variability with a magnitude of about 200 km 3 /year over the past few decades and a decreasing trend starting from the 1990s <ref type="bibr">[188]</ref>.</p><p>The sea ice volume transport into the Arctic Ocean through the Bering Strait remained limited (about 100 km 3 /year northward <ref type="bibr">[4,</ref><ref type="bibr">188]</ref>), although this rate is currently poorly constrained <ref type="bibr">[189]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.4.">Summary of past changes</head><p>Based on the above review, we synthesize the ocean transports in the 4 Arctic Ocean gateways for 2000-2020 (Table <ref type="table">1</ref>). Observational estimates for Bering Strait transports are available and adopted directly. For ocean volume transports through other gateways, we first computed the difference between 2000-2018 and 1980-2000 simulated in OMIP2 models (shown in the left column of the 2000-2020 period in Table <ref type="table">1</ref>). As the Bering Strait volume transport was observed to be 1.0 &#177; 0.1 Sv in 2000-2020, 0.2 Sv higher than in 1980-2000, while the OMIP2 simulated volume transport is lower by 0.1 Sv in 2000-2018 than in 1980-2000, a total export of 0.3 Sv should be added to the Fram and Davis straits to correct the model data. An estimate based on summer observations between 1998 and 2011 shows that on average one-third of the Pacific Water is exported through the Fram Strait (but highly variable in time) <ref type="bibr">[190]</ref>. We divided the 0.3 Sv export according to this fraction between the 2 export gateways , and obtained the final estimates (shown in the right column of the 2000-2020 period in Table <ref type="table">1</ref>). [Note that the partitioning of the Pacific Water exports between the 2 gateways was based on 6 hydrographic surveys between June and September <ref type="bibr">[190,</ref><ref type="bibr">191]</ref>, so there is uncertainty in using this information to determine the partition of the Pacific Water transports that are not obtained in the simulations. We adopt this observational estimate and consider 1/2 -1/3 = 1/6 of the 0.3 Sv total volume transport and 700 km 3 /year total freshwater export as the error range. As the uncertainty of the unadjusted values is already large, the uncertainty of our correction method does not change the overall uncertainty much. Overall, the correction to model data is a poor-man's approximation and is needed just because of insufficient model accuracy and the lack of direct observational  i After Spreen et al. <ref type="bibr">[25]</ref>.</p><p>j This reduction renders a nearly vanishing sea ice transport in the models. See Fig. <ref type="figure">8F</ref>.</p><p>k The mean value of the estimates by Curry et al. <ref type="bibr">[24]</ref> and Min et al. <ref type="bibr">[187]</ref>.</p><p>l Recomputed using reference temperature of 0 o C from the originally calculated Bering Strait values provided in <ref type="bibr">[1]</ref>.</p><p>m The original Bering Strait values using reference temperature of -1.9 o C are shown in parentheses.</p><p>n After Schauer et al. <ref type="bibr">[87]</ref>, and the median value of the suggested range is used here.</p><p>o Net transport in the full gateways. Poleward heat transport will increase in the future <ref type="bibr">[74]</ref>. To estimate ocean freshwater and heat transports in 2000-2020 (T 2000-2020 ), we used their percentage changes in 2000-2018 relative to 1980-2000 (denoted as &#945;) obtained in the OMIP2 simulations: T 2000-2020 = (1 + &#945;)T 1980-2000 , where T 1980-2000  denotes the previously synthesized transports for 1980-2000. This estimation is motivated by the fact that the simulations can capture the variability of the transports, while the magnitudes of the variability (and their mean states) are often biased, as discussed above and suggested in previous model intercomparison studies <ref type="bibr">[124,</ref><ref type="bibr">125]</ref>. For freshwater exports through the Fram and Davis straits, we further applied an adjustment similar to that for the ocean volume transport to compensate the models' misrepresentation of the trend of Bering Strait freshwater transport. A value of 800 km 3 /year should be added to the simulated Bering Strait freshwater transport to obtain the observational estimate. Considering that the increase in the Arctic liquid freshwater content over the last 2 decades was underestimated by about 2,000 km 3 in the OMIP2 simulations <ref type="bibr">[124]</ref> and assuming that an additional 100 km 3 /year Bering Strait freshwater transport can correct this underestimation, 700 km 3 /year export should be added to the Fram (one-third) and Davis (two-thirds) straits. The resulting estimates are shown in the right column of the 2000-2020 period in Table <ref type="table">1</ref>.</p><p>The main results of section 3 are summarized below.</p><p>&#8226; Estimated from our model-observation synthesis, the liquid freshwater transport in the Bering Strait inflow increased by 600 km 3 /year in 2000-2020 compared to that in the period of 1980-2000 (Table <ref type="table">1</ref>). The liquid freshwater export was 700 km 3 /year greater in 2000-2020 than in 1980-2000 in the Fram Strait, while it was very similar between these 2 periods in the Davis Strait. The liquid freshwater exports were not significantly different between the 2 gateways. The sea ice freshwater export in the Fram Strait became less than half of its liquid counterpart in 2000-2020. The sea ice freshwater export through the Davis Strait became even smaller during the past 2 decades than it was before, accounting for about 15% of the total Arctic sea ice export.</p><p>&#8226; Ocean temperatures in the Atlantic Water inflow in the Fram Strait and Barents Sea Opening and in the Pacific Water inflow in the Bering Strait have been increasing during the past 5 decades (summarized in Table <ref type="table">2</ref>). The Atlantic Water inflow into the Norwegian Sea had a cooling trend starting from the late 2000s, but the temperature in the WSC and in the southern Barents Sea continued to increase in the 2010s. The temperature and heat transport in the WSC and in the Pacific inflow reached record highs in the 2010s (Table <ref type="table">2</ref>). Comparing the 2000-2020 period with the 1980-2000 period, a pronounced increase in ocean heat transport of 8 TW occurred in both the Barents Sea Opening and Fram Strait (Table <ref type="table">1</ref>). The ocean heat transport into Baffin Bay through the Davis Strait was slightly reduced in the 2010s compared to that in the 3 preceding decades.</p><p>&#8226; Considering both the observations and model results, several record highs and lows were hit in the Arctic Ocean gateways in the 2010s (Table <ref type="table">2</ref>): record highs for temperature in the Atlantic Water in the Fram Strait and Barents Sea Opening and in the Pacific Water in the Bering Strait; record lows for salinity in the Pacific inflow in the Bering Strait and in the Arctic outflows in the Fram and Davis straits; record highs for heat transports through the Bering, Fram, and Davis straits, for freshwater import in the Bering Strait, and for freshwater exports through the Fram and Davis straits; record lows for sea ice volume export in the Fram Strait. The contemporary occurrence of these records in the 2010s is an indication of a new status in the linkages between the Arctic Ocean and lower latitudes, suggesting a changing climate.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.">Driving mechanisms</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.1.">Pacific Water inflow</head><p>It has long been suggested that the variability of the Bering Strait throughflow on annual and interannual time scales is associated with the sea surface height gradient between the Pacific and Arctic oceans <ref type="bibr">[4,</ref><ref type="bibr">192,</ref><ref type="bibr">193]</ref>. Those authors used linear regression to quantify the role of far-field drivers versus local winds near the Bering Strait and revealed that the far-field forcing, inferred to be the sea surface height gradient, played a determining role for the recent increase in ocean volume transport through the Bering Strait <ref type="bibr">[144,</ref><ref type="bibr">194]</ref>.</p><p>A conceptual model was used by Danielson et al. <ref type="bibr">[195]</ref> to explain the variability of the Bering Strait inflow. They suggested that the sea surface height gradient that drives the inflow variability is mainly determined by the sea surface height in the eastern Bering Sea on the Pacific side and in the western Chukchi Sea and the East Siberian Sea on the Arctic side. On the Pacific side, the longitudinal location of the active center of the atmospheric Aleutian Low regulates the Bering Strait inflow. When the Aleutian Low is centered over the Aleutian Basin, the Ekman transport toward the eastern Bering Sea shelf increases the sea surface height there, thus increasing the Bering Strait inflow through the Bering Strait; when the Aleutian Low is centered over the Gulf of Alaska, the southwestward winds over the eastern Bering shelf reduce the sea surface height there through offshore Ekman transport, thus reducing the Bering Strait inflow. On the Arctic side, changes in the westward winds over the Chukchi and East Siberian seas can change the sea surface height in these shelf seas through onshore/offshore Ekman transport anomalies, thus retarding/enhancing the Bering Strait inflow as well. The changes in the sea surface height in these shelf seas can impact the throughflow with delay on the time scales of shelf wave propagation (hours to days).</p><p>Using satellite ocean bottom pressure data from the GRACE mission, Peralta-Ferriz and Woodgate <ref type="bibr">[196]</ref> confirmed a strong correlation between a high Bering Sea shelf and low East Siberian Sea ocean bottom pressure pattern with the far-field component of the flow through the Bering Strait, consistent with the expected sea surface height pattern associated with the throughflow in an idealized rotating channel <ref type="bibr">[197]</ref>. The analysis of the GRACE data also showed that the Bering Strait throughflow variability was most strongly coupled to sea surface height change in the Arctic, rather than in the Bering Sea for the period of 2002-2016. These results were reinforced by an adjoint model study <ref type="bibr">[198]</ref> that used a data-optimized ice-ocean model (for the period of 2002-2013) and its adjoint to link the Bering Strait throughflow variability to wind variability near the coasts, i.e, the eastern Bering Sea shelf south of the strait and the East Siberian Sea north of the strait.</p><p>The dynamic framework described above was verified with a global ocean-sea ice model by Zhang et al. <ref type="bibr">[133]</ref> using the modeling technique described in section 2. By retaining the interannual variability of the atmospheric forcing only inside or outside the Arctic in their simulations, they found that winds in the northern Pacific and in the western Arctic contribute to similar amounts of interannual variance in the Bering Strait volume transport when considering the long historical period of a few decades. However, after the mid-1990s, winds in the western Arctic had a relatively larger contribution as they drove a few high inflow events (also see Fig. <ref type="figure">5A</ref>), consistent with the aforementioned findings based on satellite observations <ref type="bibr">[196]</ref> and the adjoint model <ref type="bibr">[198]</ref>.</p><p>The model results suggest that the interannual variability in ocean freshwater and heat transports in the Bering Strait over the period of 1970-2020 can be explained to a larger extent by the atmospheric forcing outside the Arctic (Fig. <ref type="figure">5E</ref> and<ref type="figure">I</ref>). Before 2010, winds determined most of the variability in the heat and freshwater transports via the impacts on both ocean volume transport in the Bering Strait and the accumulation of low-salinity and high-temperature water upstream the Bering Strait <ref type="bibr">[133]</ref>, while thermal and freshwater surface forcing had little impact on heat and freshwater transports <ref type="bibr">[133,</ref><ref type="bibr">198]</ref>. In the 2010s, strong ocean warming (Fig. <ref type="figure">2A</ref>) significantly contributed to the increase in ocean heat transport, reducing the total variance in the ocean heat transport that can be explained by the ocean volume transport (as indicated by the low coefficient of determination between the ocean volume and heat transports in OMIP2; Fig. <ref type="figure">3E</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.2.">Atlantic Water inflow</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.2.1.">Norwegian Sea inflow</head><p>The increases in temperature and salinity from the mid-1990s to the mid-2000s and their subsequent decreases in the Atlantic Water inflow into the Norwegian Sea (Fig. <ref type="figure">2B</ref> and<ref type="figure">F</ref>) coincide with the changes in the ocean properties in the northeast North Atlantic <ref type="bibr">[149,</ref><ref type="bibr">154]</ref>. Winds have been suggested to be the main driver of the variability of the Atlantic inflow to the Norwegian Sea on interannual timescales <ref type="bibr">[148,</ref><ref type="bibr">199,</ref><ref type="bibr">200]</ref>. Winds largely determine the interannual variability of both the ocean volume and heat transports across the Iceland-Faroe-Scotland Ridge, while atmospheric buoyancy (heat and freshwater) forcing contributes to decadal changes in the ocean heat transport across the ridge by influencing the inflow temperature <ref type="bibr">[132]</ref>. c After adding the anomaly of freshwater transport from the Pacific that was not captured in the models.</p><p>d Record high in the northward heat transport in the West Greenland Current in 2010, but possibly not in the net heat transport.</p><p>e There was a freshening trend over 5 decades, but it was not statistically significant.</p><p>f When combining the anomalies of models before 2000 and observations afterward.</p><p>g There was a weak upward salinity trend, opposite the expected freshening trend associated with the hydrological cycle strengthening projected in future warming climate. Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023</p><p>The changes in the proportions of the subpolar and subtropical waters in the northeast North Atlantic influence the temperature and salinity in this region and thus in the inflow to the Norwegian Sea. Wind variability associated with the second mode of the sea-level pressure over the North Atlantic, the East Atlantic Pattern (EAP; or similarly, the second mode of the wind stress curl) can modulate the strength of the subpolar and subtropical gyres in phase <ref type="bibr">[153]</ref>. In a negative EAP phase, both the gyres weaken, with a contraction of the subpolar gyre and an expansion of the subtropical gyre, allowing a larger amount of warm and saline subtropical water to flow poleward, and vice versa <ref type="bibr">[153,</ref><ref type="bibr">201,</ref><ref type="bibr">202]</ref>. It was argued that the changes in the location and alignment of the zero wind stress curl line, mostly associated with the EAP, can influence the interannual variability of the poleward Atlantic Water ocean volume transport <ref type="bibr">[154]</ref>. The above understanding of meridional connectivity is in line with the concept of the ocean circulation anomaly between the 2 gyres, the intergyre gyre <ref type="bibr">[203]</ref>.</p><p>The weakening of the subpolar gyre from the mid-1990s to the mid-2000s contributed to the warming and salinification of the Atlantic inflow to the Norwegian Sea, and the strengthening of the subpolar gyre in the 2010s contributed to the cooling and freshening of the Atlantic inflow <ref type="bibr">[202]</ref>. The strengthening of the subpolar gyre in the 2010s was associated with a strongly positive EAP <ref type="bibr">[154,</ref><ref type="bibr">204]</ref>. On decadal timescales, not only winds but also buoyancy forcing can influence the strength of the subpolar gyre. For example, the surface ocean buoyancy anomaly in the Labrador Sea, which is subject to the impact of surface buoyancy fluxes such as those associated with the North Atlantic Oscillation (NAO), can influence the strength of the subpolar gyre on a timescale of years <ref type="bibr">[205]</ref>. Model simulations showed that without buoyancy forcing variability, winds alone would not have strengthened the subpolar gyre in the 2010s as much as observed <ref type="bibr">[134]</ref>.</p><p>The cooling and freshening of the northeast North Atlantic started in the early 2010s before the strengthening of the subpolar gyre <ref type="bibr">[206]</ref>. Therefore, it was also suggested that changes in the amount and pathway of fresh, cold surface water exported from the Labrador Sea considerably contributed to the freshening and cooling of the northeast North Atlantic in the 2010s <ref type="bibr">[206,</ref><ref type="bibr">207]</ref>. Surface heat loss transforms lighter surface water into denser intermediate and deep waters in the Labrador Sea. The reduced surface heat loss in the Labrador Sea in the late 2000s and early 2010s caused an increased volume of lighter water to remain in the Labrador Sea, which finally supplied the northeast North Atlantic <ref type="bibr">[206]</ref>. The later strengthening of the subpolar gyre after 2013 could have further increased the proportion of the subpolar water in the northeast North Atlantic, causing the salinity there to reach a record low in 2016 <ref type="bibr">[207]</ref>. The cooling of the eastern subpolar gyre in the 2010s was also suggested to be associated with the weakening of the AMOC <ref type="bibr">[208]</ref>. The cooling was mitigated by reduced ocean surface heat loss along the Atlantic Water pathway <ref type="bibr">[209]</ref>. There is no full consensus on the main mechanisms that drove the 2010s freshening and cooling of the subpolar gyre, and more research is needed.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.2.2.">Barents Sea Opening</head><p>The salinity variability of Atlantic Water inflow propagates from the northeast North Atlantic to the Barents Sea Opening on a timescale of about 2 years, while the timescale for temperature is 1 year or less, indicating that air-sea heat flux along the Atlantic Water pathway has a crucial influence on the Atlantic Water temperature in the downstream region <ref type="bibr">[161]</ref>. The observed decoupling of temperature and salinity in the Norwegian Sea in the 2010s was due to reduced surface heat loss <ref type="bibr">[155]</ref>. The reduction in surface heat loss in the Norwegian Sea and southwestern Barents Sea was suggested to be one crucial factor that can enhance the progression of Arctic Atlantification via the Barents Sea branch of the Atlantic Water inflow to the Arctic Ocean <ref type="bibr">[69,</ref><ref type="bibr">70,</ref><ref type="bibr">85,</ref><ref type="bibr">210]</ref>.</p><p>The variations in the Atlantic Water current along the Norwegian coast toward the Barents Sea are driven by NAO-like wind forcing, and they correspond to fast barotropic transfer mechanisms without an obvious phase lag <ref type="bibr">[200]</ref>. However, the coherence of the currents is reduced at the Barents Sea Opening <ref type="bibr">[51]</ref>. First, the amount of Atlantic Water that flows into the Barents Sea can be influenced by the eastward/westward extent of the Atlantic Water current in the Norwegian Sea <ref type="bibr">[211]</ref><ref type="bibr">[212]</ref><ref type="bibr">[213]</ref>. Cyclonic wind anomalies over the northern Nordic Seas can increase the Atlantic Water inflow to the Barents Sea by pushing the boundary current closer to the entrance <ref type="bibr">[214]</ref>, with a stronger effect when the center of the wind anomaly is closer to the Barents Sea <ref type="bibr">[132]</ref>. Second, winds in the Barents Sea region can also strongly influence the volume transport through the Barents Sea Opening by creating sea surface height gradients <ref type="bibr">[132,</ref><ref type="bibr">215]</ref>.</p><p>The atmospheric forcing inside and outside the Arctic can explain the interannual variability in the volume transport to a similar extent, with the variance explained by the forcing inside the Arctic being slightly larger (Fig. <ref type="figure">5B</ref>). It was found that the variability of the volume transport is mainly determined by winds <ref type="bibr">[132]</ref>. The variability and trend of the ocean heat transport are mainly associated with atmospheric forcing outside the Arctic because ocean temperature is mainly subject to outside forcing, but Arctic winds can still explain a nonnegligible part (38%) of the heat transport variability via impacts on the ocean volume transport (Fig. <ref type="figure">5F</ref>). The interannual variability in the freshwater transport in the Barents Sea Opening, being small in magnitude, is mainly determined by forcing outside the Arctic (Fig. <ref type="figure">5J</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.2.3.">Fram Strait</head><p>Some of the episodes of high/low heat transport coincide between the Fram Strait and Barents Sea Opening (Fig. <ref type="figure">3F</ref> and<ref type="figure">G</ref>) because both the branches originate from the Atlantic Water boundary current in the Nordic Seas. The correlation between the heat transports through the 2 gateways is statistically significant (r = 0.65, P &lt; 0.01 in OMIP2 models). However, there are many differences between the 2 heat transport time series (Fig. <ref type="figure">3F</ref> and<ref type="figure">G</ref>) because each of them is also subject to distinct forcing mechanisms (see section 4.2.2 for a discussion of the Barents Sea Opening inflow).</p><p>A dynamic framework involving wind-driven flow along the potential vorticity f/H contours (where f is the Coriolis parameter and H is the water depth) was proposed to explain the largescale circulation in the Nordic Seas and Arctic Ocean <ref type="bibr">[216]</ref><ref type="bibr">[217]</ref><ref type="bibr">[218]</ref>. There exist closed f/H contours that cross the Fram Strait and span the Nordic Seas and Arctic basin. In this region, f does not change much, so the f/H contours effectively coincide with isobaths. Vorticity conservation implies that the depth-integrated flow follows the bottom bathymetry. The dominant vorticity input in the Nordic Seas and Arctic Ocean is the positive wind stress curl exerted over the Nordic Seas, which sustains the cyclonic barotropic flow along the closed f/H contours. The flow covaries with the difference between the surface vorticity input and the bottom dissipation over the area surrounded by the closed f/H contour <ref type="bibr">[217]</ref>. This dynamic framework is consistent with the finding that lower sea-level pressure over the Nordic Seas and a stronger Greenland Sea gyre can increase Atlantic Water inflow and temperature in the Fram Strait <ref type="bibr">[214,</ref><ref type="bibr">219]</ref>. However, this framework does not account for across-f/H processes, in particular those influencing the recirculation in the Fram Strait.</p><p>An estuary framework was proposed to explain the mean status of the Arctic halocline and Atlantic Water circulation Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023 <ref type="bibr">[218,</ref><ref type="bibr">[220]</ref><ref type="bibr">[221]</ref><ref type="bibr">[222]</ref>. In this framework, the freshwater from the Arctic continental shelves drives the cyclonic circulation of the Atlantic Water. Vertical mixing converts the salinity contrast between salty Atlantic Water and Arctic freshwater into potential energy, which drives the horizontal circulation <ref type="bibr">[221]</ref>. Vertical mixing and lateral eddy advection of freshwater and Atlantic Water at different depths maintain the Arctic halocline. The estuary framework was intended to understand the basic mean circulation of the Atlantic Water, not its interannual and decadal variability.</p><p>A large part of the variability in the heat transport in the Fram Strait stems from the Arctic Ocean (Fig. <ref type="figure">5G</ref>), for which explanations should be sought. In the Fram Strait, a fraction of the Atlantic Water propagates to the west and joins the southward East Greenland Current <ref type="bibr">[86]</ref><ref type="bibr">[87]</ref><ref type="bibr">[88]</ref><ref type="bibr">[89]</ref>. In the following, we use wind perturbation experiments (see Materials and Methods) to show that large-scale winds over the Arctic basin (north of Fram Strait) can influence the effective Atlantic Water inflow into the Arctic basin and the recirculation strength in the Fram Strait. Following the vorticity dynamic framework described above, we argue that wind variability inside the Arctic makes a large contribution to the interannual and decadal variability of the Fram Strait branch of the Atlantic Water inflow.</p><p>The Arctic wind perturbation of negative Arctic Oscillation (Fig. <ref type="figure">6A</ref>) accumulates surface freshwater, leading to a positive sea surface height anomaly and an anticyclonic surface geostrophic current anomaly spanning the Eurasian and Makarov basins (Fig. <ref type="figure">6B</ref>). The imprint of the anticyclonic circulation on the Atlantic Water layer circulation effectively reduces the northward ocean heat transport in the Fram Strait (Fig. <ref type="figure">6J</ref>). The Atlantic Water entering the Nordic Seas through the Iceland-Scotland-Ridge does not significantly change (not shown), implying a stronger recirculation of the Atlantic Water in the Fram Strait. The temperature at 300 m depth reflects the reduction in both the amount of warm Atlantic Water and the strength of the cyclonic circulation in the Arctic Ocean under the negative Arctic Oscillation wind forcing (Fig. <ref type="figure">7A</ref> and<ref type="figure">B</ref>).</p><p>It is interesting to note that the increased recirculation of the warm Atlantic Water does not increase the temperature in the East Greenland Current or the Greenland Sea; in contrast, the temperature is even lower in these areas in case with a negative Arctic Oscillation forcing (Fig. <ref type="figure">7A</ref> and<ref type="figure">B</ref>). The reason is that the freshwater export through the western Fram Strait is strongly reduced in this case, which weakens the upper ocean stratification and thus increases ocean surface heat loss in these areas. This could further influence the heat content of the Atlantic Water circulating along the northeast rim of the Greenland Sea gyre. Therefore, the impact of Arctic winds on the Atlantic Water inflow and Arctic freshwater export (see section 4.3.1) should be considered together for a comprehensive understanding.</p><p>In the opposite case with a positive Arctic Oscillation perturbation, the Arctic freshwater is released and a negative sea surface height anomaly forms in the Eurasian and Makarov basins (Fig. <ref type="figure">6C</ref>). The cyclonic circulation anomaly in the Eurasian Basin increases the Atlantic Water inflow (Fig. <ref type="figure">6J</ref>). The Atlantic Water also penetrates farther into the Canada Basin than it does in the control simulation (Fig. <ref type="figure">7A</ref> and<ref type="figure">C</ref>).</p><p>The wind perturbations representing the changes in the Beaufort High (Fig. <ref type="figure">6D</ref>) induce strong sea surface height anomalies in the Canada Basin (Fig. <ref type="figure">6E</ref> and<ref type="figure">F</ref>). The changes in the eastward extent of the along-slope propagation of the warm Atlantic Water are obvious in the Amerasian Basin (Fig. <ref type="figure">7D</ref> and<ref type="figure">E</ref>). It turns out that the wind stress curl input over the Canada Basin can influence the overall along-f/H-contour circulation, with impacts on the heat inflow through the Fram Strait (Fig. <ref type="figure">6J</ref>) and thus the temperature along the Atlantic Water circulation pathway in the Arctic basin (Fig. <ref type="figure">7D</ref> and<ref type="figure">E</ref>). In addition to the impact on the Atlantic Water inflow and its circulation in the Arctic basin, the Beaufort High forcing leads to Beaufort Gyre cooling (through a downwelling anomaly in the case of an anticyclonic wind anomaly) or warming (through an upwelling anomaly in the case of a cyclonic wind anomaly) (Fig. <ref type="figure">7D</ref> and<ref type="figure">E</ref>).</p><p>The Dipole Anomaly wind perturbations (Fig. <ref type="figure">6G</ref>) lead to a dipole pattern in the sea surface height changes: eastern Eurasian Basin versus north of Greenland (Fig. <ref type="figure">6H</ref> and<ref type="figure">I</ref>). Although the magnitude of the sea surface height changes is clearly smaller than that in the case of Beaufort High forcing, the strength of the impacts on the Atlantic Water inflow in the Fram Strait is similar in the 2 forcing cases (Fig. <ref type="figure">6J</ref>, cyan and blue). Specifically, under the negative Dipole Anomaly forcing, the anticyclonic ocean circulation anomaly in the eastern Eurasian Basin (Fig. <ref type="figure">6H</ref>) weakens the along-topography cyclonic Atlantic Water layer circulation (Fig. <ref type="figure">7F</ref>) and reduces the Atlantic Water inflow in the Fram Strait (Fig. <ref type="figure">6J</ref>) and thus the Atlantic Water layer temperature (Fig. <ref type="figure">7F</ref>). The opposite occurs with positive Dipole Anomaly forcing (Fig. <ref type="figure">7G</ref>). There are 2 noteworthy aspects. First, the most obvious impacts of the Dipole Anomaly forcing on the cyclonic Atlantic Water layer circulation occur in the Eurasian Basin, including the return circulation along the Lomonosov Ridge (Fig. <ref type="figure">7F</ref> and<ref type="figure">G</ref>), as expected from the sea surface height anomalies in the eastern Eurasian Basin (Fig. <ref type="figure">6H</ref> and<ref type="figure">I</ref>). Second, in comparison with the ocean circulation anomalies north of Greenland, the ocean circulation anomalies in the eastern Eurasian Basin play a predominant role in changing the Atlantic Water inflow in the Fram Strait due to their direct impacts on the cyclonic Atlantic Water layer circulation.</p><p>The strong impacts of the upper ocean circulation on the Atlantic Water layer circulation in the Arctic Ocean, as shown in Fig. <ref type="figure">7</ref>, are consistent with previous understanding of the dynamic interplay between the surface and Atlantic Water layers <ref type="bibr">[223]</ref><ref type="bibr">[224]</ref><ref type="bibr">[225]</ref><ref type="bibr">[226]</ref>. Here, concerning the main scope of this paper, we suggest that the upper ocean circulation variability has stronger impacts on the Atlantic Water layer variability than previously thought because it influences the amount of Atlantic Water entering the Arctic Ocean.</p><p>The leading mode of the upper Arctic Ocean circulation is associated with the Arctic Oscillation <ref type="bibr">[170,</ref><ref type="bibr">227]</ref>. Therefore, the Arctic Oscillation is expected to have the strongest impact on the Atlantic Water layer circulation and Atlantic Water inflow in the Fram Strait. From the late-1980s to the mid-1990s, the Arctic Oscillation was predominantly in a positive phase, causing the eastward shift of the Transpolar Drift Stream and the strengthening of the Arctic Ocean cyclonic circulation <ref type="bibr">[228]</ref><ref type="bibr">[229]</ref><ref type="bibr">[230]</ref><ref type="bibr">[231]</ref><ref type="bibr">[232]</ref>. Accordingly, the Arctic Ocean drew in Atlantic Water (Fig. <ref type="figure">5G</ref>, yellow line). The positive Arctic Oscillation (or NAO) also strengthened the cyclonic Atlantic Water boundary current in the Nordic Seas and thus the heat inflow through the Fram Strait in this period (Fig. <ref type="figure">5G</ref>, red line). Therefore, the winds both inside and outside the Arctic associated with the positive Arctic Oscillation/NAO drove the high Atlantic Water inflow in the 1990s, which explains the reported correlation between the NAO and Atlantic Water inflow <ref type="bibr">[233]</ref>. In the 2010s, the atmospheric forcing inside the Arctic exerted even stronger impacts on the Atlantic Water inflow. In addition to the effect of the on-average positive Arctic Oscillation, Arctic sea ice decline was found to have considerably increased the Atlantic Water inflow in the 2010s <ref type="bibr">[93]</ref>. The declining sea ice reduced sea ice export through the Fram Strait, which resulted in a salinification and cyclonic circulation anomaly in the Greenland Sea, thus driving the Atlantic Water into the Arctic Ocean <ref type="bibr">[93]</ref>.</p><p>Many local processes can influence Fram Strait inflow as well. In the Arctic Ocean, the strongest mesoscale eddy activity is located in the Fram Strait <ref type="bibr">[234,</ref><ref type="bibr">235]</ref>. The ocean circulation in the Fram Strait and the partitioning of the WSC into recirculation and poleward branches can be influenced by eddies <ref type="bibr">[167,</ref><ref type="bibr">236,</ref><ref type="bibr">237]</ref>, which have large seasonal variability related to surface buoyancy forcing <ref type="bibr">[117,</ref><ref type="bibr">167]</ref>. Horizontal eddy transport crossing f/H contours can modify the circulation pathway of the Atlantic Water and thus the partitioning between the recirculation and poleward inflow in the Fram Strait. Regional wind stress in the southern Fram Strait can also influence the circulation pathway of the Atlantic Water relative to the f/H contours and thus the partitioning between the recirculation and poleward inflow <ref type="bibr">[238]</ref>. The poleward transport of the Atlantic Water is further separated into 3 branches following different bottom bathymetry features in the northern Fram Strait <ref type="bibr">[239]</ref><ref type="bibr">[240]</ref><ref type="bibr">[241]</ref><ref type="bibr">[242]</ref>. Eddy fluxes, vertical mixing, wind stress curl, and surface heat loss in the Fram Strait and along the different Atlantic Water branches downstream could influence the amounts of Atlantic Water and ocean heat that finally enter the Eurasian Basin along the continental slope <ref type="bibr">[243]</ref><ref type="bibr">[244]</ref><ref type="bibr">[245]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.2.4.">Davis Strait</head><p>As implied by its origin, the temperature of the Subpolar Mode Water in the Davis Strait is associated with the ocean temperature in the subpolar North Atlantic. Many factors contribute to the temperature variability in the subpolar North Atlantic, as discussed in section 4.2.1. In addition to the amount of warm subtropical water entering the subpolar gyre and the ocean surface heat flux along the Atlantic Water Current, the Atlantic Multidecadal Variability and anthropogenic North Atlantic ocean warming also affect the subpolar gyre temperature change <ref type="bibr">[246,</ref><ref type="bibr">247]</ref>.</p><p>The exchange of the warm water in the West Greenland Current with water in the interior Labrador Sea can influence ocean heat transport into Baffin Bay. Eddy fluxes can exchange water masses offshore from the West Greenland Current <ref type="bibr">[248]</ref>. Ekman transport plays a more important role than eddies in determining the offshore exchange of the West Greenland Current <ref type="bibr">[249,</ref><ref type="bibr">250]</ref>. The influence of winds on the ocean currents in the West Greenland Current increases toward the Davis Strait <ref type="bibr">[251]</ref>. Normal wind conditions in winter in the northern Labrador Sea support offshore Ekman transport <ref type="bibr">[250]</ref>. However, in 2 months at the end of 2010, the anomalous winds associated with a record high of the Greenland Blocking Index and a change in the storm track led to an onshore Ekman transport anomaly and caused most of the waters in the West Greenland Current to remain near the coast, thus strongly increasing the northward ocean volume, heat, and freshwater transports in the eastern Davis Strait in this period <ref type="bibr">[175]</ref>. The anomalous atmospheric conditions in 2010 might be part of a larger hemispheric signal <ref type="bibr">[175]</ref>, but it is not clear whether such anomalous ocean circulations will become more regular in the future.</p><p>Both FESOM (Fig. <ref type="figure">5H</ref>) and previous high-resolution regional model simulations <ref type="bibr">[175]</ref> show a (relatively small) decadal decline in net heat transport through the Davis Strait after the mid-2000s. The cause is the cooling of the Subpolar Mode Water in the Davis Strait, which is associated with the ocean cooling in the subpolar North Atlantic in the 2010s (Fig. <ref type="figure">2D</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.3.">Arctic freshwater export</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.3.1.">Impact from Arctic Ocean (a) Dynamic processes</head><p>The release of liquid freshwater from the Arctic Ocean is dramatically influenced by the large-scale atmospheric circulation in the Arctic, in particular by the variability associated with the Arctic Oscillation <ref type="bibr">[135,</ref><ref type="bibr">139,</ref><ref type="bibr">[252]</ref><ref type="bibr">[253]</ref><ref type="bibr">[254]</ref><ref type="bibr">[255]</ref><ref type="bibr">[256]</ref><ref type="bibr">[257]</ref>. Freshwater export through the Fram Strait strongly decreases in a negative Arctic Oscillation phase, and it increases in a positive phase (Fig. <ref type="figure">6K</ref>). This tendency in the changes in freshwater export also occurred in the Davis Strait, but only during the first model year (Fig. <ref type="figure">6L</ref>). Afterward, the negative Arctic Oscillation tends to increase the Davis Strait freshwater export and the positive Arctic Oscillation causes a reduction. The different responses in the 2 export gateways can be explained by the changes in upper ocean circulation pathways in the Arctic Ocean <ref type="bibr">[135,</ref><ref type="bibr">230,</ref><ref type="bibr">258]</ref>. With a positive Arctic Oscillation, the cyclonic ocean circulation in the Eurasian and Makarov basins strengthens (Fig. <ref type="figure">6C</ref>). This circulation pattern favors the release of surface freshwater through the Fram Strait. In contrast, an anticyclonic ocean circulation anomaly in the Eurasian and Makarov basins associated with a negative Arctic Oscillation phase (Fig. <ref type="figure">6B</ref>) carries surface freshwater toward the CAA.</p><p>From the mid-1980s to the mid-1990s, the Arctic Ocean released freshwater, which was suggested to be the cause of the Great Salinity Anomaly in the 1990s <ref type="bibr">[39]</ref>. In this period, the Arctic Oscillation was mainly in a positive phase, so an increase in freshwater export occurred in the Fram Strait (Fig. <ref type="figure">5K</ref>), while a reduction in freshwater export associated with atmospheric forcing inside the Arctic occurred in the Davis Strait (Fig. <ref type="figure">5L</ref>, yellow line). These results obtained from the global model simulations are consistent with the results of the idealized wind perturbation experiments described above. The total freshwater export through the Davis Strait increased from the late-1980s to the beginning of the 1990s (Fig. <ref type="figure">5L</ref>, blue line), which was due to atmospheric forcing outside the Arctic (see the next section). In 2011, the freshwater export in the western Fram Strait significantly increased <ref type="bibr">[23]</ref> (also see Fig. <ref type="figure">5K</ref>). The annual mean Arctic Oscillation was strongly positive in 2011, which could have contributed to the increase in the Fram Strait export. Indeed, this increase had an origin inside the Arctic (Fig. <ref type="figure">5K</ref>, yellow line). The freshwater in the Arctic Ocean was in a high storage state before that event <ref type="bibr">[259]</ref><ref type="bibr">[260]</ref><ref type="bibr">[261]</ref><ref type="bibr">[262]</ref><ref type="bibr">[263]</ref><ref type="bibr">[264]</ref>. The abundant freshwater could also have contributed to the increased freshwater export in 2011.</p><p>The changes in the strength of the atmospheric Beaufort High dynamically drive the accumulation and release of Beaufort Gyre freshwater <ref type="bibr">[262,</ref><ref type="bibr">265,</ref><ref type="bibr">266]</ref>. The wind anomalies over the Beaufort Gyre modulate the freshwater export through both gateways (Fig. <ref type="figure">6K</ref> and<ref type="figure">L</ref>). An anticyclonic wind anomaly reduces freshwater export, more strongly in the Davis Strait than in the Fram Strait, and a cyclonic wind anomaly increases freshwater export, also more strongly in the Davis Strait than in the Fram Strait (Fig. <ref type="figure">6K</ref> and<ref type="figure">L</ref>). The Beaufort High relaxed at the beginning of the 2010s, and the freshwater Downloaded from <ref type="url">https://spj.science.org</ref> at Oregon State University on July 08, 2023 in the Beaufort Gyre was slightly released <ref type="bibr">[170,</ref><ref type="bibr">264]</ref>, which contributed to the increase in the Davis Strait freshwater export associated with the Arctic forcing in this period (Fig. <ref type="figure">5L</ref>, yellow line).</p><p>We found that the Arctic Dipole Anomaly forcing has strong impacts on freshwater exports through the Davis and Fram straits (Fig. <ref type="figure">6K</ref> and<ref type="figure">L</ref>), although its overall impacts on the Arctic sea surface height are weaker than those of the other atmospheric modes considered (Fig. <ref type="figure">6H</ref> and<ref type="figure">I</ref>). The reason is that the Dipole Anomaly forcing modifies the sea surface height and thus upper ocean circulation north of Greenland, which directly influences the distribution of the freshwater release between the Davis and Fram straits. Under a negative Dipole Anomaly forcing, the sea surface height decreases north of Greenland, which results in increased freshwater export through the Davis Strait (Fig. <ref type="figure">6L</ref>) and decreased freshwater export through the Fram Strait (Fig. <ref type="figure">6K</ref>). The opposite occurs under a positive Dipole Anomaly forcing. Consistent with the fact that the total freshwater content in the Arctic Ocean does not change much under the Dipole Anomaly forcing (manifested by the relatively small change in sea surface height compared with other forcing cases), the changes in the freshwater exports largely offset between the Fram and Davis straits (Fig. <ref type="figure">6K</ref> and<ref type="figure">L</ref>). That is, the Dipole Anomaly forcing mainly influences the distribution of freshwater exports between the 2 gateways, while the Arctic Oscillation and Beaufort High forcings have strong impacts on the total amount of freshwater exported in addition to the transports in individual gateways. Our findings suggest that more attention should be given to the impacts of the Dipole Anomaly forcing on ocean transports, which have not been comprehensively studied before. In contrast, the Dipole Anomaly has often been applied to explain the variability in Arctic sea ice transport in the Fram Strait (see section 4.3.3).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head>(b) Freshwater sources</head><p>In addition to the Arctic dynamic processes discussed above, changes in salinity in the upper Arctic Ocean can influence freshwater exports through the 2 gateways. Based on model output, it was found that the Fram Strait freshwater transport is significantly correlated with the ocean-ice water flux north of Greenland <ref type="bibr">[255]</ref>. Both Arctic runoff and net precipitation minus evaporation (P-E) have been increasing in response to increased poleward moisture transport in the atmosphere <ref type="bibr">[32,</ref><ref type="bibr">[267]</ref><ref type="bibr">[268]</ref><ref type="bibr">[269]</ref><ref type="bibr">[270]</ref> (see Table <ref type="table">1</ref>), but sea ice decline has contributed the most to the increase in Arctic Ocean surface freshwater budget over the past 2 decades <ref type="bibr">[170]</ref>. Under a strengthening of the hydrological cycle in a warming climate, the freshening of the Arctic Ocean due to increases in P-E and river runoff will increase freshwater exports through both gateways in the late 21st century, while the water flux between ocean and sea ice will finally be close to zero when Arctic sea ice volume nearly vanishes (see section 5). In observations, the freshwater input to the Arctic Ocean through the Bering Strait also increased in the early 21st century (see section 3.1).</p><p>Currently, a large amount of anomalous freshwater (an anomaly of approximately 10,000 km 3 relative to the level in the mid-1990s) is stored in the Arctic Ocean, mainly in the western Arctic <ref type="bibr">[263,</ref><ref type="bibr">264]</ref>, which resulted from a dominating anticyclonic wind regime and sea ice decline in the Arctic over the past 2 decades <ref type="bibr">[170]</ref>. The anomalous freshwater is a potential source for freshwater export when Arctic winds change to a cyclonic regime, which promotes freshwater release. The strengthening of ocean surface stress associated with Arctic sea ice decline dramatically influenced the spatial distribution of the accumulated freshwater in the Arctic Ocean over the past 2 decades, causing the overall accumulation to occur mainly in the western Arctic (see figure <ref type="figure">12a</ref>,b of <ref type="bibr">[170]</ref>). If the Arctic Ocean starts to release freshwater, the partitioning of freshwater export between the Davis and Fram straits might be impacted by the location of the anomalous freshwater content.</p><p>The total freshwater discharge (runoff and icebergs) from Greenland reached 1,300 km 3 /year in the 2010s, approximately 400 km 3 /year higher than that in the 1990s <ref type="bibr">[271]</ref>. The signal of Greenland freshwater discharge might already be detectable in the Labrador Sea <ref type="bibr">[272,</ref><ref type="bibr">273]</ref>, although recent studies cannot confirm this <ref type="bibr">[274]</ref>. Freshwater from northern Greenland into the Arctic basin is a very small fraction of the total Greenland discharge <ref type="bibr">[275]</ref>. The freshwater discharge into Baffin Bay increased more than those into other individual areas around Greenland in recent decades, with an anomaly of 90 km 3 /year after 2000 relative to the 1960-1990 climatology <ref type="bibr">[271]</ref>. This increase could contribute to the change in Davis Strait freshwater transport, although it is small in comparison to the interannual and decadal variability of the Davis Strait freshwater transport (Fig. <ref type="figure">3L</ref>). Greenland has continued to lose ice mass in past decades despite strong interannual variability in the mass change rate associated with the variability in air and ocean temperature <ref type="bibr">[276]</ref><ref type="bibr">[277]</ref><ref type="bibr">[278]</ref>. In the future warming climate, freshwater from land may make an increasing contribution to the Arctic Ocean freshwater budget.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.3.2.">Impact from downstream sea level</head><p>Ocean volume transport largely determines the freshwater transport variability for the CAA throughflow <ref type="bibr">[279,</ref><ref type="bibr">280]</ref>. This is also the case for the Davis Strait export (Fig. <ref type="figure">3L</ref>), so regional freshwater sources in Baffin Bay and inflows of different origins through the eastern Davis Strait to Baffin Bay do not considerably influence the freshwater transport variability stemming from Arctic Ocean export. The variability of the ocean volume transport through the CAA correlates well with the along-strait sea surface height gradient (the sea-level difference between the 2 ends of the main CAA straits), as suggested in modelbased studies <ref type="bibr">[280]</ref><ref type="bibr">[281]</ref><ref type="bibr">[282]</ref><ref type="bibr">[283]</ref><ref type="bibr">[284]</ref><ref type="bibr">[285]</ref>. The anomaly of sea-level changes south of Greenland can propagate quickly through fast waves to the northern Baffin Basin and influence the export through the CAA <ref type="bibr">[280,</ref><ref type="bibr">282]</ref>.</p><p>It has been found that the Davis Strait volume transport is correlated with the NAO index <ref type="bibr">[257,</ref><ref type="bibr">280,</ref><ref type="bibr">282]</ref>. The Davis Strait ocean volume export associated with the atmospheric forcing outside the Arctic was high at the beginning of the 1990s when the NAO was high; afterward, it dropped until the mid-2000s following the NAO reduction and then increased in the 2010s when the NAO was mainly positive again (Fig. <ref type="figure">5D</ref> and<ref type="figure">L</ref>, red line). The NAO influences the Davis Strait export through its impact on the dynamic sea level in the subpolar gyre, especially the Labrador Sea. The enhanced freshwater export through the Davis Strait in the mid-to-late 2010s can be well explained by the dynamic sea-level drop south of Greenland in this period <ref type="bibr">[134]</ref>. Surface buoyancy forcing was found to considerably contribute to this dynamic sea-level drop <ref type="bibr">[134]</ref>. The atmosphere forcing over the Arctic basin also drives a large part of the total variability of the Davis Strait export through the joint effects of different atmospheric modes (see section 4.3.1), but the forcing outside the Arctic plays a comparatively larger role (Fig. <ref type="figure">5D</ref> and<ref type="figure">L</ref>). Notably, the forcing outside the Arctic accounts for 73% of the ocean volume transport variability and 67% of the freshwater transport variability in the Davis Strait (Fig. <ref type="figure">5D</ref> and<ref type="figure">L</ref>).</p><p>An increase in the Davis Strait ocean volume export induced by a dynamic sea-level drop south of Greenland implies a decrease in the Fram Strait ocean volume transport. This is clearly shown by the negative correlation between the volume transports in the Fram and Davis straits associated with forcing outside the Arctic (Fig. <ref type="figure">5C</ref> and<ref type="figure">D</ref>, red lines). The anti-correlation is comparatively weaker for freshwater exports (Fig. <ref type="figure">5K</ref> and<ref type="figure">L</ref>, red lines). The reason is that the freshwater transport is not highly correlated with ocean volume transport in the Fram Strait, even for the case only with forcing variability outside the Arctic (Fig. <ref type="figure">5C</ref> and<ref type="figure">K</ref>), possibly due to the high north-and southward transports of high-salinity waters in the Fram Strait. The anti-correlation between the 2 gateways is at least clearly visible for some extreme events. For example, the increase in the Davis Strait freshwater export in the mid-to-late 2010s coincides with the contemporary decrease in the Fram Strait freshwater export in the case when only the forcing outside the Arctic varies interannually (Fig. <ref type="figure">5K</ref> and<ref type="figure">L</ref>, red lines). In 2017, the strong cyclonic wind anomaly in the Arctic drove freshwater release, as shown by simulations and observations <ref type="bibr">[118,</ref><ref type="bibr">134]</ref>. Without the redirection of the freshwater release toward the Davis Strait due to the dynamic sea-level drop south of Greenland, much more freshwater would have been released through the Fram Strait than actually observed in the 2010s (comparing the 3 lines in the left panel of Fig. <ref type="figure">5K</ref>); therefore, Fram Strait freshwater export is also subject to remote forcing over the northern North Atlantic <ref type="bibr">[134]</ref>. However, when considering the past 5 decades, the interannual variability in the Fram Strait freshwater export is mainly determined by Arctic forcing, in contrast to that in the Davis Strait (Fig. <ref type="figure">5K</ref> and<ref type="figure">L</ref>).</p><p>Local surface stress associated with local winds and sea ice conditions in the CAA can influence the strength of the CAA volume transport <ref type="bibr">[286]</ref>. There is currently no evidence to suggest that local surface stress plays an important role in the interannual variability of the CAA volume transport in comparison with the impacts of the Arctic and northern North Atlantic forcing.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.3.3.">Sea ice export</head><p>The sea ice volume export through the Fram Strait is positively correlated with both the first (Arctic Oscillation) and second (Arctic Dipole Anomaly) leading modes of sea-level pressure in the Arctic, but the relative importance of the 2 modes varies with season <ref type="bibr">[181]</ref>. The Dipole Anomaly can considerably influence the variability of the sea ice in the Transpolar Drift and the amount of sea ice that reaches the Fram Strait, thus affecting the sea ice thickness there <ref type="bibr">[137,</ref><ref type="bibr">287,</ref><ref type="bibr">288]</ref>. This effect takes place year round, so the annual mean sea ice volume export can be better explained by the Dipole Anomaly than by the Arctic Oscillation <ref type="bibr">[181]</ref>. The Arctic Oscillation exerts very strong impacts on sea ice drift and moderate impacts on sea ice thickness in the Fram Strait in winter <ref type="bibr">[289]</ref>, so the winter variability in the sea ice volume export can be better explained by the Arctic Oscillation than by the Dipole Anomaly <ref type="bibr">[181]</ref>. However, the impact of the Arctic Oscillation on winter sea ice drift and volume export in the Fram Strait is nonstationary, with a much higher impact after the 1970s due to the eastward shift of the NAO active center <ref type="bibr">[290,</ref><ref type="bibr">291]</ref>.</p><p>The sea ice volume transport through the Fram Strait is influenced by both winds and thermal forcing in the Arctic. Winds drive the interannual variability; air and ocean warming has led to a strong declining trend in sea ice thickness and thus in volume export over the past 2 decades (Fig. <ref type="figure">4B</ref>) <ref type="bibr">[25,</ref><ref type="bibr">181]</ref>. It is interesting to note that the decline in the Fram Strait sea ice volume export matches the decline in the overall sea ice volume in the Arctic Ocean. Thus, the percentage of sea ice volume exported every year (&#8776;14%) has remained constant in recent decades <ref type="bibr">[25]</ref>. This suggests again that over long time scales, the sea ice thinning is a dominant driver of the decrease in Fram Strait sea ice export. In 2017/2018, the strong positive sealevel pressure anomaly over the Eurasian Arctic, which extended to the western Barents Sea, reduced the sea ice thickness and drift in the Fram Strait, resulting in a low sea ice volume export <ref type="bibr">[181,</ref><ref type="bibr">185]</ref>; however, it was the lasting Arctic sea ice thinning trend that caused the export to be extremely low (Fig. <ref type="figure">4B</ref>) <ref type="bibr">[181]</ref>.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.4.">Summary of mechanisms</head><p>The interannual and decadal variations in the heat and freshwater transports in the 4 Arctic Ocean gateways are subject to drivers both inside and outside the Arctic. In addition to reviewing the literature, we quantified these relative contributions using dedicated numerical simulations. To better understand processes in the Arctic that influence the variability of Atlantic Water inflow through the Fram Strait, which to our knowledge were not well known before, we employed a set of wind perturbation simulations. Section 4 is summarized below.</p><p>&#8226; Pacific Water inflow: Previous model studies have found that the Pacific Water inflow is mainly determined by the winddriven changes in the sea surface height gradient between the eastern Bering Sea shelf outside the Arctic and the Chukchi/ East Siberian seas in the Arctic. In our simulations, the winds inside and outside the Arctic displayed similarly important effects on the interannual variability of the ocean volume transport in the Bering Strait when the past 5 decades are considered, while the Arctic winds played a more important role in driving the variability over the last 2 decades as revealed by previous satellite data and model studies. Nevertheless, the interannual variations in the heat and freshwater transports respond more to forcings from outside the Arctic because Pacific inflow temperature and salinity changes, associated with winddriven circulation changes and thermal/freshwater surface forcing outside the Arctic, also influence the variability in the heat and freshwater transports.</p><p>&#8226; Atlantic Water inflow: Upstream forcing: The variability in the strength and spatial location of the Atlantic Water boundary current in the Nordic Seas can influence the Atlantic Water inflow in the Barents Sea Opening and Fram Strait. A positive NAO phase strengthens the cyclonic Atlantic Water boundary current in the Nordic Seas, thus increasing the Atlantic Water inflows through the 2 gateways. The Atlantic Water temperature in the Barents Sea Opening and Fram Strait is correlated with the temperature in the southern Norwegian Sea, but the air-sea heat flux along the Atlantic Water pathway in the Norwegian Sea strongly affects the ocean temperature. In particular, a reduction in surface heat loss helped maintain the warming trend in the Norwegian Sea and in the inflow into the Arctic Ocean in the 2010s.</p><p>&#8226; Atlantic Water inflow: Arctic forcing: Winds in the Arctic can also modulate the Atlantic Water inflow in the Barents Sea Opening (by changing the sea surface height gradient in the Barents Sea) and in the Fram Strait (by changing the halosteric sea surface height and thus the flow along the f/H contours in the Arctic basin). A vorticity gain in the Arctic basin, for example, associated with a positive Arctic Oscillation, negative Beaufort High anomaly, or positive Arctic Dipole Anomaly, can enhance the Atlantic Water inflow and thus weaken its recirculation in the Fram Strait. The recent Arctic sea ice decline also contributed to the strong increase in the Fram Strait heat transport in the 2010s because the reduction in the sea ice volume export through the Fram Strait resulted in a cyclonic anomaly in the Greenland Sea gyre circulation.</p><p>&#8226; Atlantic Water inflow in the Davis Strait: The variability in the heat transport to Baffin Bay through the eastern Davis Strait depends on both the Atlantic Water temperature in the Irminger Sea and modifications to the West Greenland Current by eddies and winds along the pathway. A reduction in offshore Ekman transport from the West Greenland Current can increase the amounts of ocean volume and ocean heat that remain close to the coast and propagate into Baffin Bay.</p><p>&#8226; Arctic export: Arctic forcing: In the Arctic, various modes of atmospheric circulation can influence Arctic freshwater exports differently. A positive Arctic Oscillation phase leads to the increased export of Arctic freshwater through the Fram Strait and reduced export through the Davis Strait after a short lag. A negative Beaufort High anomaly forces freshwater to be released from the Canada Basin, mainly through the Davis Strait. A positive Arctic Dipole Anomaly forcing increases freshwater export in the Fram Strait and reduces export in the Davis Strait to a similar extent. Freshwater export is also influenced by Arctic salinity changes; on interannual time scales, this is more the case for the Fram Strait export. The Arctic winds associated with the positive Arctic Oscillation in the 2010s are the main dynamic drivers of the increase in freshwater export in the Fram Strait in this period.</p><p>&#8226; Arctic export: Downstream forcing: The variability in the Davis Strait freshwater export is related to the sea surface height gradient between the northern CAA and northern Baffin Bay. The buoyancy-driven dynamic sea-level change south of Greenland can propagate to northern Baffin Bay as fast coastal waves and drive a considerable portion of the interannual variability in the Davis Strait volume and freshwater exports. When more Arctic waters are drawn out through the Davis Strait by a dynamic sea-level drop south of Greenland, less Arctic waters are exported through the Fram Strait. The strong dynamic sealevel drop in the Labrador Sea in the mid-to-late 2010s was the main dynamic driver for the rapid increase in freshwater export in the Davis Strait in this period.</p><p>&#8226; Sea ice export: Sea ice volume export variability in the Fram Strait is influenced by both the Arctic Dipole Anomaly and Arctic Oscillation. The Dipole Anomaly is important in different seasons, while the Arctic Oscillation has the largest impact in winter. The declining trend in the export is mainly caused by Arctic sea ice thinning. The recent extremely low sea ice volume export in 2017/2018 was associated with a strong northward wind anomaly in the Eurasian Arctic. However, without the preconditioning of the Arctic sea ice thinning, the wind anomaly alone would not have caused the export to be that low.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.">Future projections</head></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.1.">Arctic Ocean heat budget</head><p>In the CMIP6 SSP585 scenario (the highest CO 2 emission scenario in CMIP6), the mean Arctic Ocean temperature is projected to increase by 1.55 o C at the end of the 21st century relative to the 1980-2000 average, corresponding to a heat content increase of 8.5 &#215; 10 22 J (Fig. <ref type="figure">8A</ref>). The CMIP6 models suggest that the Atlantic Water layer will experience the strongest warming in the Arctic Ocean, reaching approximately 3 o C, which is roughly twice the global mean warming in the same depth range <ref type="bibr">[74,</ref><ref type="bibr">129]</ref>. The phenomenon of faster Arctic Ocean warming than the global ocean mean, called Arctic Ocean Amplification, can be attributed to increasing oceanic heat convergence via the inflow of Atlantic and Pacific waters <ref type="bibr">[74]</ref>. This phenomenon very possibly emerged at the end of the 20th century according to analyses of coupled model simulations <ref type="bibr">[74]</ref>.</p><p>In CMIP6 simulations, the ocean heat transport through the Barents Sea Opening will contribute the most to the Arctic Ocean heat content change, with an increase of 78 &#177; 70 TW in 2090-2100 relative to the mean in 1980-2000 (Table <ref type="table">1</ref> and Fig. <ref type="figure">8C</ref>). The ocean volume transport in the Barents Sea Opening is projected to increase (Table <ref type="table">1</ref>), but the major increase in the heat transport can be attributed to the warming of the inflow water <ref type="bibr">[74]</ref>. The ocean volume transport in the Bering Strait is projected to decrease in the future [note, however, that numerical models tend to be unable to simulate the currently observed increase in the volume transport through the Bering Strait (see section 3.1), which casts some doubts regarding their ability to correctly predict future volume transport change] (Table <ref type="table">1</ref>, <ref type="bibr">[126,</ref><ref type="bibr">128]</ref>), but the strong warming of the Pacific Water will cause heat transport to increase. The Bering Strait heat transport in 2090-2100 is projected to be 19 &#177; 7 TW higher than that in 1980-2000, representing the second largest source of Arctic Ocean warming. According to CMIP6 models, both the Fram Strait and Davis Strait throughflows will become heat sinks of the Arctic Ocean (Fig. <ref type="figure">8C</ref> and Table <ref type="table">1</ref>) because of the warming of the outflow waters in the 2 straits and the increase in Fram Strait net (outflow) volume transport in the future <ref type="bibr">[74]</ref>.</p><p>In response to the overall increase in ocean heat convergence to the Arctic Ocean, the ocean surface heat loss will increase until approximately 2070, followed by a slight drop (Fig. <ref type="figure">8C</ref> and<ref type="figure">E</ref>) as a result of reduced surface cooling efficiency along the Atlantic and Pacific water inflow pathways <ref type="bibr">[70,</ref><ref type="bibr">74]</ref>. The increase in ocean surface heat loss will only partially counterbalance the increase in Arctic Ocean heat gain, so the Arctic Ocean net heat budget will increase persistently over the 21st century (thick black line in Fig. <ref type="figure">8E</ref>), leading to the accelerated warming of the Arctic Ocean (Fig. <ref type="figure">8A</ref>).</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.2.">Arctic Ocean freshwater budget</head><p>The Arctic Ocean salinity is projected to decrease by approximately 0.16 on average at the end of the 21st century in the CMIP6 SSP585 scenario, corresponding to a freshwater content increase of approximately 57,000 km 3 (Fig. <ref type="figure">8B</ref>, <ref type="bibr">[126]</ref>), which is similar to the value projected in the previous CMIP models <ref type="bibr">[32]</ref>. The magnitude of the increase in liquid freshwater content depends not only on the changes in freshwater sources but also on the freshwater storage capability of the Arctic Ocean, which is subject to the increase in ocean surface stress associated with sea ice decline <ref type="bibr">[292]</ref>. The strongest Arctic Ocean freshening [O(1 psu) on average] will occur in the upper &#8764;100 m <ref type="bibr">[129]</ref>.</p><p>In the SSP585 scenario, the annual mean solid (sea ice) freshwater content will decrease by 13,000 km 3 at the end of the 21st century compared to that in the 1980-2000 period (Fig. <ref type="figure">8B</ref>), with only 400 km 3 remaining.</p><p>Compared to the CMIP5 projection, CMIP6 projected somehow larger and faster changes in the hydrological cycle related to stronger climate sensitivity <ref type="bibr">[293]</ref>. Consistent with what can be expected from a strengthened hydrological cycle in a warming climate <ref type="bibr">[18]</ref>, the river runoff and net precipitation minus evaporation will increase (by 1,400 km 3 /year and 2,000 km 3 /year, respectively, in the SSP585 scenario; Fig. <ref type="figure">8D</ref>), and consequently, liquid freshwater exports through the Fram and Davis straits will increase (by 3,400 &#177; 2,400 km 3 /year and 1,500 &#177; 2,300 km 3 /year, respectively) in 2090-2100 relative to 1980-2000 (Table <ref type="table">1</ref> and Fig. <ref type="figure">8D</ref>). The increase in freshwater export in the Davis Strait will be delayed because the Davis Strait ocean volume export will first decrease until the 2060s and then increase again <ref type="bibr">[126,</ref><ref type="bibr">128]</ref>. Accordingly, the Fram Strait ocean volume export will decrease after the 2060s, causing the Fram Strait freshwater export to level off (Fig. <ref type="figure">8D</ref>). The models predict that the freshwater transport through the Bering Strait is unlikely to undergo marked changes in the future. This is due to the compensating effects of 2 trends: the freshening of the Pacific inflow and the reduction in its volume transport <ref type="bibr">[126]</ref>. The latter is a result of the simulated increase in dynamic sea level in the East Siberian and Chukchi seas in the future [note, however, that numerical models tend to be unable to simulate the currently observed increase in the volume transport through the Bering Strait (see section 3.1), which casts some doubts regarding their ability to correctly predict future volume transport change] <ref type="bibr">[126]</ref>. Due to the freshening of the Atlantic Water, the Barents Sea Opening 0inflow will become a freshwater source of the Arctic Ocean after the mid-century, with an increase of 1,700 &#177; 1,500 km 3 /year freshwater transport in 2090-2100 relative to 1980-2000 (Table <ref type="table">1</ref> and Fig. <ref type="figure">8D</ref>). This changing role in the Barents Sea inflow is a robust feature in different sets of CMIP6 models <ref type="bibr">[126,</ref><ref type="bibr">128]</ref> and is quantitatively similar to the projected changes in the high emission scenario RCP8.5 of CMIP5 <ref type="bibr">[294]</ref>. As expected from persistent Arctic sea ice decline, the Fram Strait sea ice freshwater export is projected decrease 1,500 &#177; 900 km 3 /year in 2090-2100 relative to 1980-2000 (Table <ref type="table">1</ref>). This reduction actually renders nearly vanishing sea ice transport at the end of the 21st century in the models (Fig. <ref type="figure">8F</ref>).</p><p>In the SSP245 scenario of CMIP6, which represents a medium pathway of future greenhouse gas emissions assuming that climate protection measures are being taken, the projected changes in Arctic freshwater budget and content are qualitatively similar to those in the SSP585 scenario shown in Fig. <ref type="figure">8B</ref> and<ref type="figure">D</ref>, with increases in the liquid freshwater content and the magnitude of liquid freshwater transports and reductions in the solid freshwater content and the magnitude of solid freshwater transports <ref type="bibr">[126]</ref>. Even quantitatively, the projected changes in the liquid freshwater content and transports are very similar between these 2 scenarios before 2060, after which the projected changes in SSP245 become obviously slower than those in SSP585 <ref type="bibr">[126]</ref>. The projected changes in the solid (sea ice) freshwater content and transports are more sensitive to greenhouse gas emission levels, with noticeable quantitative differences between the 2 scenarios already in the 2030s <ref type="bibr">[126]</ref>. The pace of the changes in the liquid freshwater budget in the most optimistic scenario SSP126 (compatible with the 2 o C target) is also very similar to that in the SSP585 scenario before 2050 <ref type="bibr">[128]</ref>. It is worth noting that model spreads are large among CMIP simulations and even larger than climate change signals in some cases, as reported in all the CMIP studies cited above.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="5.3.">Summary of future projections</head><p>&#8226; According to the CMIP6 results described above, the Arctic Ocean warming rate will remain approximately twice the global mean rate in the depth range of the Arctic Atlantic Water layer (150 to 900 m), which will be sustained by increasing ocean heat transports into the Arctic Ocean (Fig. <ref type="figure">9</ref>). The increase in ocean heat transports will be mainly due to the warming of the inflow waters, although changes in ocean volume transports can have impacts on ocean heat transports in individual gateways. The net heat transport through the Barents Sea Opening will be the largest heat source of the Arctic Ocean among the net heat transports through different Arctic gateways. &#8226; The hydrological cycle will intensify in the future. Consistent with previous coupled model projections <ref type="bibr">[294]</ref><ref type="bibr">[295]</ref><ref type="bibr">[296]</ref><ref type="bibr">[297]</ref><ref type="bibr">[298]</ref>, CMIP6 models suggest increases in the liquid freshwater content, surface fluxes, and gateway exports and reductions in the solid freshwater content and gateway exports over the 21st century (Fig. <ref type="figure">9</ref>) <ref type="bibr">[126,</ref><ref type="bibr">128]</ref>. Over the 21st century, the Arctic Ocean will experience a freshwater content increase of more than 50% in the CMIP6 SSP585 scenario. At the end of the 21st century, river runoff and P-E will be the largest Arctic freshwater sources, followed by Pacific Water inflow through the Bering Strait (Fig. <ref type="figure">8F</ref>). The largest Arctic freshwater loss will be via the Fram Strait outflow, followed by the Davis Strait outflow.</p><p>The projected nonmonotonic changes in the distribution of ocean volume transports between the Davis and Fram straits considerably influence the future evolution of freshwater transports in these 2 gateways (Fig. <ref type="figure">8D</ref>, <ref type="bibr">[126,</ref><ref type="bibr">128]</ref>). Atmospheric forcing and ocean circulations in both the Arctic and subpolar gyre regions can influence the partitioning of ocean volume exports between the 2 gateways (see section 4.3). Our understanding of the long-term changes in the ocean volume transports in these gateways is constrained by the uncertainties of climate models. In particular, the CMIP6 models disagree on the behavior of liquid freshwater export in the Davis Strait in the early-to-mid 21st century due to differences in the magnitude and timing of the simulated decrease in the Davis Strait volume transport <ref type="bibr">[128]</ref>.</p><p>The net heat transport into the Arctic basin through the Fram Strait will not increase much in the coming decades, and it will finally become negative at the end of the 21st century (Fig. <ref type="figure">8C</ref>). The northward heat transport in the Western Spitsbergen Current actually will increase more than the heat transport in the Barents Sea Opening, but the increase in the southward heat transport in the East Greenland Current will outweigh the increase in the northward transport (figure <ref type="figure">4</ref> in <ref type="bibr">[74]</ref>). To understand the impact of Fram Strait inflow on the Arctic basin temperature, stratification, and sea ice, it is necessary to know the fraction of Atlantic Water that recirculates in the Fram Strait and the fraction that transits the Arctic subbasins before returning to the Fram Strait. The partitioning is not fully understood for the current climate, and much less is known for the future warming climate. For example, mesoscale ocean eddies are believed to have a strong influence on recirculation in the Fram Strait <ref type="bibr">[167,</ref><ref type="bibr">237]</ref>, but CMIP6 models typically have horizontal resolutions of a few tens of kilometers, far coarser than the resolution required to resolve eddies in this region [O(1 km)]. The northward heat transport in the Davis Strait is also projected to increase in the future <ref type="bibr">[74]</ref>, although the net heat transport in the Davis Strait will not change much (Fig. <ref type="figure">8C</ref>). To assess the potential impacts of warming on marine-terminating glaciers on the western and eastern sides of Greenland, how the northward heat transport through the Davis Strait and the recirculation Atlantic Water from the Fram Strait will change in the future should be better understood, for which eddy-resolving climate model projections with improved representations of physical processes are ultimately needed.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="6.">Discussion</head><p>In this paper, we reviewed the past and projected future changes in the Arctic-Subarctic ocean linkages and the driving mechanisms. We combined observations, historical-period OMIP simulations, and dedicated numerical simulations using the FESOM model to understand the past changes (section 3) and the driving mechanisms (section 4). The future changes were discussed mainly based on CMIP6 simulations (section 5). The reviews were summarized for each topic at the end of the corresponding section. In particular, we concluded that both the ocean heat convergence to the Arctic Ocean and the hydrological cycle were stronger in 2000-2020 than in 1980-2000 and they will continue to be intensified in future warming climate. We also addressed that variabilities and changes in Arctic gateway fluxes could have origins both inside and outside the Arctic.</p><p>Changes in the Arctic-Subarctic ocean transports in different Arctic gateways should be interpreted comprehensively. As we noted in this paper, the Fram Strait freshwater outflow can influence the heat budget in the Greenland Sea, with potential impacts on Atlantic Water circulating northeast of the gyre; an increase in freshwater export through the Davis Strait due to a dynamic sea-level drop south of Greenland reduces the freshwater export in the Fram Strait; winds in the Arctic can change the freshwater exports through the Fram and Davis straits simultaneously; the Bering Strait freshwater inflow influences the amount of freshwater exported to the subpolar North Atlantic. To achieve a comprehensive understanding of all the linked changes in the Arctic Ocean and beyond, both observation and modeling capabilities need to be further improved.</p><p>We note that one needs to bear in mind the ambiguities concerning heat and freshwater transports across open gateways, as discussed in section 2.3. That is, statements about changes in heat and freshwater transports are valid for the reference temperature and salinity we used, but may not be valid for other reference values.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="6.1.">Observations</head><p>Observations are essential for understanding ocean and sea ice changes and for judging model fidelity. Modern measurements of Arctic-Subarctic ocean and sea ice transports have started since the 1990s, but the lateral and/or vertical resolutions of the year-round ocean observations are relatively low and in some cases only parts of the ocean currents are covered by moorings <ref type="bibr">[54,</ref><ref type="bibr">112]</ref>. The moorings in the western Fram Strait do not cover the inner continental shelf (Fig. <ref type="figure">1B</ref>), and possibly more than 40% of the Fram Strait freshwater export is not observed with year-round instruments <ref type="bibr">[176]</ref>. For the Davis Strait, the observational estimates of freshwater export are currently available for only a few years <ref type="bibr">[24]</ref>. Challenges have also been reported in comparing simulated and observed Atlantic Water heat transports in the Barents Sea Opening. Although they agree on the upward trend over the past decades, on interannual timescales the simulated and observed heat transports in the Barents Sea Opening are surprisingly anti-correlated <ref type="bibr">[188]</ref>. It was speculated that the spatial resolution of mooring instruments in the Barents Sea Opening is too low to capture all the flow variations (Fig. <ref type="figure">1B</ref>) <ref type="bibr">[63]</ref>. One additional challenge is that the observation-based ocean volume transports through the Arctic Ocean gateways have substantial uncertainties (Table <ref type="table">1</ref>). The uncertainty of the Fram Strait volume transport could be even larger than the mean transport values of other gateways. An imbalance in the ocean volume transports through the gateways causes uncertainty in the estimates of the Arctic Ocean heat and freshwater budgets <ref type="bibr">[299]</ref>.</p><p>The observation capability for monitoring the Arctic-Subarctic ocean and sea ice transports has recently been improved to some extent. This paper addresses the rich dynamics of the warm water inflow in the Fram Strait, which is subject to remote forcing over the Nordic Seas and Arctic Ocean, and to local eddy dynamics and winds. The partitioning of the Atlantic Water into recirculation and poleward branches is one of the key factors influencing the final inflow into the Arctic deep basin, and a single traditional longitudinal mooring array might not suffice for capturing all the important processes. The recent deployment of moorings and the new observations from gliders and cruises in the northeastern Fram Strait and north of Svalbard are expected to improve the observations of Atlantic Water circulation, inflow, and transformation <ref type="bibr">[103,</ref><ref type="bibr">168,</ref><ref type="bibr">240]</ref>. In the western part of the Fram Strait mooring array at 78 o 50 &#8242; N, one additional mooring and more sampling points at most of the existing moorings have been added since 2015, which improved the measurements of temperature, salinity, and currents, especially near the surface and in the 100 to 150 m depth range <ref type="bibr">[118]</ref>. This significantly enhanced the monitoring of ocean transports via the East Greenland Current, although year-round measurements of transports across the inner continental shelf are still lacking <ref type="bibr">[176]</ref>.</p><p>Different techniques have been applied to address the issue of lacking or insufficient observations. Inverse modeling that combines current and temperature observations in different Arctic gateways was successfully used to infer ocean heat transports <ref type="bibr">[158]</ref>. However, the obtained estimates might not be fully consistent with individual observations focusing on Atlantic heat inflow into the Nordic Seas <ref type="bibr">[154]</ref>, possibly due to the sparseness of the observational data input for inverse modeling. The recent development of an Arctic Ocean state estimate product for the period of 2002-2017 using a dynamically and kinematically consistent approach to combine modeling and observations can effectively reduce some of the model misfits <ref type="bibr">[300]</ref>. However, challenges remain. For example, the estimated freshwater transports in the Fram and Bering straits are much lower than the estimates based on observations. Therefore, using models constrained by the currently available observations cannot fully resolve issues related to insufficient observations. It is necessary to improve and increase observations for key ocean and sea ice parameters.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="6.2.">Modeling</head><p>Models have been increasingly used for understanding ocean dynamics and changes, including for the Arctic Ocean <ref type="bibr">[301]</ref>. It is known that models have different issues in the representation of the Arctic Ocean and sea ice as shown in previous model intercomparison studies <ref type="bibr">[125,</ref><ref type="bibr">126,</ref><ref type="bibr">128,</ref><ref type="bibr">129,</ref><ref type="bibr">188,</ref><ref type="bibr">226,</ref><ref type="bibr">279,</ref><ref type="bibr">[302]</ref><ref type="bibr">[303]</ref><ref type="bibr">[304]</ref><ref type="bibr">[305]</ref><ref type="bibr">[306]</ref><ref type="bibr">[307]</ref>. The model spreads in the simulated ocean states and transports are large in both the OMIP and CMIP6 simulations, and they should be considered when interpreting the simulated climate change signals.</p><p>Using multi-model-mean values reduces the risk of obtaining extremely biased results with a single model, but common model biases remain. For example, none of the publicly available OMIP2 models reproduced the observed upward trends in ocean volume and heat transports through the Bering Strait. A comparison of simulated and observed sea-level changes indicated that the model deficiency is likely associated with a pronounced sea surface height drop in the northern Bering Sea and (to a lesser extent) with an overestimated sea surface height increase in the western Chukchi Sea in the 2010s in the models, but the exact reasons for the erroneous sea surface height changes remain unknown <ref type="bibr">[124]</ref>. The inability of ocean-ice models to simulate past changes raises concerns about whether the simulated future decreasing trends in Pacific Water inflow in CMIP6 coupled climate models are reliable.</p><p>CMIP6 models tend to project different magnitudes and timings of the decrease in the Davis Strait volume transport in future warming climate <ref type="bibr">[128]</ref>. First, the typically used model resolutions cannot adequately resolve the narrow straits in the CAA, which could influence the distribution of Arctic exports between the Davis and Fram straits. This was suggested to be one of the main reasons for the large biases in Davis Strait volume and freshwater transports in some models <ref type="bibr">[124,</ref><ref type="bibr">125]</ref>. The resolution required to accurately resolve the throughflow in the CAA is high, given the narrowness of the straits <ref type="bibr">[280]</ref>. This poses a challenge for the current coupled climate models. Second, the Davis Strait volume transport is sensitive to different atmospheric circulation modes in the Arctic and to the sea surface height south of Greenland (section 4.3). Uncertainties in projected changes in Arctic winds and in North Atlantic circulations could then contribute to the uncertainty of the simulated Davis Strait transports. Therefore, to reduce the uncertainty of Davis Strait transports in coupled climate models, it is necessary to improve different components of climate models.</p><p>It was suggested that the low resolution of the ocean models is one of the main reasons for the underestimation of Atlantic heat transport into the Arctic Ocean in current coupled climate models <ref type="bibr">[308]</ref>. Using eddy-resolving resolution could more realistically represent the Atlantic Water circulation in the Fram Strait <ref type="bibr">[167]</ref>. Additionally, the transport of Atlantic Water in the Norwegian Atlantic Current and freshwater in the Norwegian Coastal Current could be more reasonably simulated at high resolutions <ref type="bibr">[58,</ref><ref type="bibr">164]</ref>. Improved ocean hindcasts and future projections are expected if high model resolutions are used in the next phases of CMIP and OMIP. However, investigations into model parameterizations, numerics, and the coupling between model components are also needed, as not all model issues are related to model resolution <ref type="bibr">[131,</ref><ref type="bibr">198,</ref><ref type="bibr">226,</ref><ref type="bibr">309]</ref>. A recent analysis of CMIP6 simulations revealed that future increases in ocean heat transports into the Arctic Ocean and thus the changes in the Arctic sea ice cover, ocean surface heat flux, mixed layer depth, and air temperature in wintertime are strongly influenced by the ocean model component of coupled climate models, with one particular family of climate models predicting much larger future Arctic climate change than other climate models <ref type="bibr">[310]</ref>. This implies that improving ocean models in terms of representing poleward ocean heat transports could substantially reduce the overall uncertainty of the Arctic climate change projections obtained with coupled climate models.</p><p>Despite the limitations associated with the current observations and models, our review provides an updated understanding of the status, changes, and driving mechanisms of the Arctic-Subarctic ocean linkages. Warming trends in the Arctic inflow waters in the 20th and early 21st centuries can be well determined based on the synthesis of observations and models (Table <ref type="table">2</ref>), even if masked by multi-decadal variability. The unprecedented warming observed in the Arctic Atlantic Water layer is consistent with the increase in the ocean heat transports through the Arctic gateways <ref type="bibr">[104,</ref><ref type="bibr">170]</ref>. CMIP6 simulations further suggest that Arctic Ocean Amplification emerged at the end of the 20th century and will continue through the 21st century as a result of poleward ocean heat convergence <ref type="bibr">[74]</ref>, although, currently, observational corroboration is difficult due to the sparseness of ocean observations at depth in the past and the low signal-to-noise ratio. The emergence of climate change signals in freshwater transports through Arctic gateways has been mainly studied based on climate model results <ref type="bibr">[298]</ref>. Our synthesis of observations and hindcast model simulations suggests the occurrence of record lows in salinity and record highs in freshwater transports in the Pacific inflow and Arctic outflows in the 2010s (Table <ref type="table">2</ref>). Record highs and lows beyond the range of natural variability imply forced ocean changes in a changing climate. Future improvements in both model fidelity and observation capability will facilitate the enhanced identification and understanding of climate change signals in Arctic-Subarctic ocean linkages.</p></div><note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_0"><p>Downloaded from https://spj.science.org at Oregon State University on July 08, 2023</p></note>
			<note xmlns="http://www.tei-c.org/ns/1.0" place="foot" xml:id="foot_1"><p>Downloaded from https://spj.science.org at Oregon State University on July 08, 2023 Wang et al. 2023 | https://doi.org/10.34133/olar.0013</p></note>
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