Behrendt, A., Sumata, H., Rabe, B., and Schauer, U.: A comprehensive, quality-controlled and up-to-date data set of temperature and salinity data for the Arctic Mediterranean Sea (Version 1.0), PANGAEA [data set],
https://doi.org/10.1594/PANGAEA.872931, 2017.
a,
b
Behrendt, A., Sumata, H., Rabe, B., and Schauer, U.: UDASH – Unified Database for Arctic and Subarctic Hydrography, Earth Syst. Sci. Data, 10, 1119–1138,
https://doi.org/10.5194/essd-10-1119-2018, 2018.
a,
b,
c
Bertosio, C., Provost, C., Sennéchael, N., Artana, C., Athanase, M., Boles, E., Lellouche, J.-M., and Garric, G.: The western Eurasian Basin halocline in 2017: Insights from autonomous NO measurements and the Mercator Physical System, J. Geophys. Res.-Oceans, 125, e2020JC016204,
https://doi.org/10.1029/2020JC016204, 2020.
a
Bertosio, C., Provost, C., Athanase, M., Sennéchael, N., Garric, G., Lellouche, J.-M., Kim, J.-H., Cho, K.-H., and Park, T.: Changes in Arctic halocline waters along the East Siberian Slope and in the Makarov Basin from 2007 to 2020, J. Geophys. Res.-Oceans, 127, e2021JC018082,
https://doi.org/10.1029/2021jc018082, 2022.
a
Björk, G., Söderkvist, J., Winsor, P., Nikolopoulos, A., and Steele, M.: Return of the cold halocline layer to the Amundsen Basin of the Arctic Ocean: Implication for the sea ice mass balance, Geophys. Res. Lett., 29, 1513,
https://doi.org/10.1029/2001GL014157, 2002.
a
Bourgain, P. and Gascard, J. C.: The Arctic Ocean halocline and its interannual variability from 1997 to 2008, Deep-Sea Res. Pt. I, 58, 745–756,
https://doi.org/10.1016/j.dsr.2011.05.001, 2011.
a,
b,
c,
d,
e,
f,
g,
h,
i
Deng, G. and Cahill, L.: An adaptive Gaussian filter for noise reduction and edge detection, in: 1993 IEEE Conference Record Nuclear Science Symposium and Medical Imaging Conference, vol. 3, IEEE, San Francisco, CA, USA, 31 October to 6 November 1993, 1615–1619,
https://doi.org/10.1109/nssmic.1993.373563, 1993.
a
Dmitrenko, I. A., Kirillov, S. A., Rudels, B., Babb, D. G., Pedersen, L. T., Rysgaard, S., Kristoffersen, Y., and Barber, D. G.: Arctic Ocean outflow and glacier–ocean interactions modify water over the Wandel Sea shelf (northeastern Greenland), Ocean Sci., 13, 1045–1060,
https://doi.org/10.5194/os-13-1045-2017, 2017.
a,
b
Gill, A. E.: Atmosphere-ocean dynamics (International Geophysics Series, Volume 30), Academic Press, ISBN 10 0122835220, ISBN 13 9780122835223, 1982.
a,
b
Grosfeld, K., Treffeisen, R., Asseng, J., Bartsch, A., Bräuer, B., Fritzsch, B., Gerdes, R., Hendricks, S., Hiller, W., Heygster, G., Krumpen, T., Lemke, P., Melsheimer, C., Nicolaus, M., Ricker, R., and Weigelt, M.: Online Sea-Ice Knowledge and Data Platform, Polarforschung, 85, 143–155,
https://doi.org/10.2312/POLFOR.2016.011, 2016.
a
Janzen, C., Larson, N., and Murphy, D.: Long-term accuracy, stability of Argo CTDs, Sea Technology, 44–48,
https://www.seabird.com/asset-get.download.jsa?code=251103 (last access: 20 July 2023), 2016. a
Johnson, G. C., Toole, J. M., and Larson, N. G.: Sensor corrections for Sea-Bird SBE-41CP and SBE-41 CTDs, J. Atmos. Ocean. Tech., 24, 1117–1130,
https://doi.org/10.1175/jtech2016.1, 2007.
a
Krishfield, R., Toole, J., Proshutinsky, A., and Timmermans, M.-L.: Automated ice-tethered profilers for seawater observations under pack ice in all seasons, J. Atmos. Ocean Tech., 25, 2091–2105,
https://doi.org/10.1175/2008JTECHO587.1, 2008.
a,
b,
c
Lind, S., Ingvaldsen, R. B., and Furevik, T.: Arctic layer salinity controls heat loss from deep Atlantic layer in seasonally ice-covered areas of the Barents Sea, Geophys. Res. Lett., 43, 5233–5242,
https://doi.org/10.1002/2016GL068421, 2016.
a
Macdonald, R. W., Kuzyk, Z. A., and Johannessen, S. C.: It is not just about the ice: a geochemical perspective on the changing Arctic Ocean, J. Environ. Stud. Sci., 5, 288–301,
https://doi.org/10.1007/s13412-015-0302-4, 2015.
a
McDougall, T. J., Feistel, R., Wright, D. G., Pawlowicz, R., Millero, F. J., Jackett, D. R., King, B. A., Marion, G. M., Seitz, S., Spitzer, P., and Chen, C.-T.: The international thermodynamic equation of seawater – 2010: Calculation and use of thermodynamic properties. Intergovernmental Oceanographic Commission, Manuals and Guides No. 56, UNESCO,
https://doi.org/10.25607/OBP-1338, 2010.
a
Metzner, E. P., Salzmann, M., and Gerdes, R.: Arctic Ocean surface energy flux and the cold halocline in future climate projections, J. Geophys. Res.-Oceans, 125, e2019JC015554,
https://doi.org/10.1029/2019JC015554, 2020.
a,
b,
c,
d,
e,
f
Peralta-Ferriz, C. and Woodgate, R. A.: Seasonal and interannual variability of pan-Arctic surface mixed layer properties from 1979 to 2012 from hydrographic data, and the dominance of stratification for multiyear mixed layer depth shoaling, Prog. Oceanogr., 134, 19–53,
https://doi.org/10.1016/j.pocean.2014.12.005, 2015.
a
Polyakov, I. V., Pnyushkov, A. V., Alkire, M. B., Ashik, I. M., Baumann, T. M., Carmack, E. C., Goszczko, I., Guthrie, J., Ivanov, V. V., Kanzow, T., Krishfield, R., Kwok, R., Sundfjord, A., Morison, J., Rember, R., and Yulin, A.: Greater role for Atlantic inflows on sea-ice loss in the Eurasian Basin of the Arctic Ocean, Science, 356, 285–291,
https://doi.org/10.1126/science.aai8204, 2017.
a,
b,
c,
d,
e,
f
Polyakov, I. V., Pnyushkov, A. V., and Carmack, E. C.: Stability of the Arctic halocline: a new indicator of Arctic climate change, Environ. Res. Lett., 13, 125008,
https://doi.org/10.1088/1748-9326/aaec1e, 2018.
a,
b,
c,
d,
e,
f,
g
Polyakov, I. V., Rippeth, T. P., Fer, I., Alkire, M. B., Baumann, T. M., Carmack, E. C., Ingvaldsen, R., Ivanov, V. V., Janout, M., Lind, S., Padman, L., Pnyushkov, A. V., and Rember, R.: Weakening of cold halocline layer exposes sea ice to oceanic heat in the eastern Arctic Ocean, J. Climate, 33, 8107–8123,
https://doi.org/10.1175/JCLI-D-19-0976.1, 2020.
a
Roquet, F., Ferreira, D., Caneill, R., Schlesinger, D., and Madec, G.: Unique thermal expansion properties of water key to the formation of sea ice on Earth, Sci. Adv., 8, eabq0793,
https://doi.org/10.1126/sciadv.abq0793, 2022.
a
Rudels, B., Anderson, L. G., and Jones, E. P.: Formation and evolution of the surface mixed layer and halocline of the Arctic Ocean, J. Geophys. Res.-Oceans, 101, 8807–8821,
https://doi.org/10.1029/96JC00143, 1996.
a,
b,
c,
d,
e,
f,
g
Rudels, B., Jones, E. P., Schauer, U., and Eriksson, P.: Atlantic sources of the Arctic Ocean surface and halocline waters, Polar Res., 23, 181–208,
https://doi.org/10.3402/polar.v23i2.6278, 2004.
a,
b,
c,
d,
e
Shimada, K., Itoh, M., Nishino, S., McLoaughlin, F., Carmack, E., and Proshutinsky, A.: Halocline structure in the Canada Basin of the Arctic Ocean, Geophys. Res. Lett., 32, L03605,
https://doi.org/10.1029/2004GL021358, 2005.
a,
b
Shimada, K., Kamoshida, T., Itoh, M., Nishino, S., Carmack, E., McLaughlin, F., Zimmermann, S., and Proshutinsky, A.: Pacific Ocean inflow: Influence on catastrophic reduction of sea ice cover in the Arctic Ocean, Geophys. Res. Lett., 33, L08605,
https://doi.org/10.1029/2005gl025624, 2006.
a
Spreen, G., Kaleschke, L., and Heygster, G.: Sea ice remote sensing using AMSR-E 89-GHz channels, J. Geophys. Res., 113, C02S03,
https://doi.org/10.1029/2005jc003384, 2008.
a
Steele, M. and Boyd, T.: Retreat of the cold halocline layer in the Arctic Ocean, J. Geophys. Res., 103, 10419–10435,
https://doi.org/10.1029/98JC00580, 1998.
a,
b,
c,
d,
e
Timmermans, M.-L., Proshutinsky, A., Golubeva, E., Jackson, J. M., Krishfield, R., McCall, M., Platov, G., Toole, J., Williams, W., Kikuchi, T., and Nishino, S.: Mechanisms of Pacific Summer Water variability in the Arctic's Central Canada Basin, J. Geophys. Res.-Oceans, 119, 7523–7548,
https://doi.org/10.1002/2014jc010273, 2014.
a,
b
Toole, J. M., Krishfield, R. A., Timmermans, M.-L., and Proshutinsky, A.: The ice-tethered profiler: ARGO of the Arctic, Oceanography, 24, 126–135,
http://www.jstor.org/stable/24861307 (last access: 29 November 2022), 2011.
a,
b
Toole, J. M., Krishfield, R., O'Brien, J. K., Houk, A. E., and Cole, S. T.: Woods Hole Oceanographic Institution Ice-Tethered Profiler Program (2016), Ice-Tethered Profiler observations: Vertical profiles of temperature, salinity, oxygen, and ocean velocity from an Ice-Tethered Profiler buoy system, NOAA National Centers for Environmental Information [data set],
https://doi.org/10.7289/v5mw2f7x, 2016.
a,
b
Wong, A., Keeley, R., Carval, T., and Argo Data Management Team: Argo quality control manual for CTD and trajectory data, Tech. rep.,
https://doi.org/10.13155/33951, 2023a.
a
Wong, A. P. S., Gilson, J., and Cabanes, C.: Argo salinity: bias and uncertainty evaluation, Earth Syst. Sci. Data, 15, 383–393,
https://doi.org/10.5194/essd-15-383-2023, 2023b.
a