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Changes in Arctic Sea Ice Cover in the Twentieth and Twenty-First Centuries

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Sea Ice in the Arctic

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References

  • ACSYS. (2003). ACSYS historical ice chart archive (1553–2002) (IACPO Informal Rep. 8, digital media). Tromsø: Arctic Climate System Study.

    Google Scholar 

  • Alexandrov, V. Y., & Loshchilov, V. S. (1993). Sea ice sensing using aircraft and satellite radars. In I. Jones, Y. Sugimori, & R. W. Stewart (Eds.), Satellite remote sensing of the oceanic environment (pp. 324–333). Tokyo: Seibutsu Kenkyusha.

    Google Scholar 

  • Alexandrov, V. Y., Sandven, S., Johannessen, O. M., Dalen, Ø., & Pettersson, L. H. (2000). Winter navigation in the Northern Sea Route. Polar Record, 36(199), 333–342.

    Article  Google Scholar 

  • Andersen, S., Tonboe, R., Kern, S., & Schyberg, H. (2006). Improved retrieval of sea ice total concentration from spaceborne passive microwave observations using numerical weather prediction model fields: An intercomparison of nine algorithms. Remote Sensing of Environment, 104, 10374–10392.

    Article  Google Scholar 

  • Andersen, S., Tonboe, R., Kaleschke, L., Heygster, G., & Pedersen, L. T. (2007). Intercomparison of passive microwave sea ice concentration retrievals over the high-concentration Arctic sea ice. Journal of Geophysical Research, 112, C08004. https://doi.org/10.1029/2006JC003543.

    Article  Google Scholar 

  • Asmus, V. V., Milekhin, O. Y., Krovotyntsev, V. A., & Selivanov, A. S. (2002). Use of radar data of Okean satellite for addressing the problems of hydrometeorology and environmental monitoring. Earth Observations and Remote Sensing, 2, 1–8. [in Russian].

    Google Scholar 

  • Bekryaev, R. V., Polyakov, I. V., & Alexeev, V. A. (2010). Role of Polar Amplification in long-term surface air temperature variations and modern Arctic warming. Journal of Climate, 23, 3888–3906. https://doi.org/10.1175/2010JCLI3297.1.

    Article  Google Scholar 

  • Bengtsson, L., Semenov, V. A., & Johannessen, O. M. (2004). The early twentieth-century warming in the Arctic – A possible mechanism. Journal of Climate, 17, 4045–4057.

    Article  Google Scholar 

  • Bjørgo, E., Johannessen, O. M., & Miles, M. W. (1997). Analysis of merged SMMR-SSMI time series of Arctic and Antarctic sea ice parameters. Geophysical Research Letters, 24, 413–416.

    Article  Google Scholar 

  • Bobylev, L. P., Kondratyev, K. Y., & Johannessen, O. M. (2003). Arctic environment variability in the context of global change. Chichester: Springer-Praxis. 471 p.

    Google Scholar 

  • Borodachev, B. E., & Shilnikov, V. I. (2002). The history of aerial ice reconnaissance in the Arctic and ice-covered seas of Russia, 1914–1993. St. Petersburg: Gidrometeoizdat. 441 p. [in Russian].

    Google Scholar 

  • Brodzik, M., & Long, D. (2015). Calibrated passive microwave daily EASE-Grid 2.0 brightness temperature ESDR (CETB). ATBD. NASA MEaSUREs. 79 p.

    Google Scholar 

  • Bushuev, A. V. (1997). Collection, processing and analysis of ice data. In I. Y. Frolov & V. P. Gavrilo (Eds.), Sea ice: Collection and analysis of observation data, physical properties and forecasting of ice conditions (pp. 317–386). St. Petersburg: Gidrometeoizdat. [in Russian].

    Google Scholar 

  • Bushuev, A. V., Bychenkov, Yu. D., Loshchilov, V. S., & Masanov, A. D. (1983). Ice cover study by means of side-looking airborne radar (SLAR) stations. In Methodological manual. Leningrad: Gidrometeoizdat. 120 p. [in Russian].

    Google Scholar 

  • Bushuev, A. V., Volkov, N. A., & Grishchenko, V. D. (1995). Observations of sea ice and its study, creation of the automated ice-information system. Problems of the Arctic and Antarctic, 70, 104–119. [in Russian].

    Google Scholar 

  • Cavalieri, D. J., Gloersen, P., & Campbell, W. J. (1984). Determination of sea ice parameters with the NIMBUS-7 SMMR. Journal of Geophysical Research, 89(D4), 5355–5369.

    Article  Google Scholar 

  • Cavalieri, D. J., Crawford, J., Drinkwater, M., Emery, W. J., Eppler, D. T., Farmer, L. D., Goodberlet, M., Jentz, R., Milman, A., Morris, C., Onstott, R., Schweiger, A., Shuchman, R., Steffen, K., Swift, C. T., Wackerman, C., & Weaver, R. L. (1992). NASA sea ice validation program for the DMSP SSM/I: Final report (NASA Technical Memorandum 104559). Washington, DC: National Aeronautics and Space Administration. 126 p.

    Google Scholar 

  • Cavalieri D., Parkinson, C. L., Gloersen, P., & Zwally, H. J. (1996), updated yearly. Sea ice concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS passive microwave data. Boulder: NASA DAAC at the National Snow and Ice Data Center. http://nsidc.org/data/docs/daac/nsidc0051_gsfc_seaice.gd.html

  • Cavalieri, D. J., Parkinson, C. L., Gloersen, P., & Zwally, H. J. (1997). Arctic and Antarctic sea ice concentrations from multichannel passive-microwave satellite data sets: October 1978 to December 1996, User’s Guide. NASA Technical Memorandum 104647. 17 p.

    Google Scholar 

  • Cavalieri, D. J., Parkinson, C. L., Gloersen, P., Comiso, J. C., & Zwally, H. J. (1999). Deriving long-term time series of sea ice cover from satellite passive-microwave multisensor data sets. Journal of Geophysical Research, 104(C7), 15803–15814.

    Article  Google Scholar 

  • Chapman, W. L., & Walsh, J. E. (1991), updated 1996). Arctic and Southern Ocean sea ice concentrations, version 1. Boulder: NSIDC: National Snow and Ice Data Center. https://doi.org/10.7265/N5057CVT.

    Book  Google Scholar 

  • Chatterjee, S., Raj, R. P., Bertino, L., Skagseth, Ø., Ravichandran, M., & Johannessen, O. M. (2018). Role of Greenland Sea gyre circulation on Atlantic water temperature variability in the Fram Strait. Geophysical Research Letters, 45(16), 8399–8406. https://doi.org/10.1029/2018GL079174.

    Article  Google Scholar 

  • Comiso, J. C. (1986). Characteristics of arctic winter sea ice from satellite multispectral microwave observations. Journal of Geophysical Research, 91, 975–994.

    Article  Google Scholar 

  • Comiso, J. C. (2000), updated 2014. Bootstrap sea ice concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS. Version 2. Boulder: NASA DAAC at the National Snow and Ice Data Center. http://nsidc.org/data/docs/daac/nsidc0079_bootstrap_seaice.gd.html

  • Comiso, J. C. (2002). A rapidly declining perennial sea ice cover in the Arctic. Geophysical Research Letters, 29, 1956. https://doi.org/10.1029/2002GL015650.

    Article  Google Scholar 

  • Comiso, J. C. (2012). Large decadal decline of the Arctic multiyear ice cover. Journal of Climate, 25, 1176–1193. https://doi.org/10.1175/JCLI-D-11-00113.1.

    Article  Google Scholar 

  • Comiso, J. C., Parkinson, C. L., Gersten, R., & Stock, L. (2008). Accelerated decline in the Arctic Sea ice cover. Geophysical Research Letters, 35, L01703. https://doi.org/10.1029/2007GL031972.

    Article  Google Scholar 

  • Danish Meteorological Institute (DMI), & NSIDC. (2012). Arctic sea ice charts from the Danish Meteorological Institute, 1893–1956. Compiled by V. Underhill and F. Fetterer. Boulder: National Snow and Ice Data Center. https://doi.org/10.7265/N56D5QXC.

  • Deser, C., Walsh, J., & Timlin, M. (2000). Arctic sea ice variability in the context of recent atmospheric circulation trends. Journal of Climate, 13, 617–633.

    Article  Google Scholar 

  • Dickson, R., Osborn, T., Hurrell, J., Meincke, J., Blindheim, J., Adlandsvik, B., Vinje, T., Alekseev, G., & Maslowski, W. (2000). The Arctic Ocean response to the North Atlantic oscillation. Journal of Climate, 13(15), 2671–2696.

    Article  Google Scholar 

  • Divine, D. V., & Dick, C. (2006). Historical variability of sea ice edge position in the Nordic Seas. Journal of Geophysical Research, 111, C01001. https://doi.org/10.1029/2004JC002851.

    Article  Google Scholar 

  • Divine, D. V., & Dick, C. (2007). March through August ice edge positions in the Nordic Seas, 1750–2002. Boulder: National Snow and Ice Data Center. https://doi.org/10.7265/N59884X1.

    Book  Google Scholar 

  • Divine, D. V., Korsnes, R., & Makshtas, A. P. (2004). Temporal and spatial variation of shore-fast ice in the Kara Sea. Continental Shelf Research, 24, 1717–1736.

    Article  Google Scholar 

  • Dong, C., Yang, J., Zhang, W., Yang, Z., Lu, N., Shi, J., Zhang, P., Liu, Y., & Cai, B. (2009). An overview of new Chinese weather satellite FY-3A. Bulletin of Americal Meteorological Society (BAMS), 99(10), 1532–1544. https://doi.org/10.1175/2009BAMS2798.1.

    Article  Google Scholar 

  • Drinkwater, K. F., Miles, M. W., Medhaug, I., OtterÃ¥, O. H., Kristiansen, T., Sundby, S., & Gao, Y. (2014). The Atlantic multidecadal oscillation: Its manifestations and impacts with special emphasis on the Atlantic region north of 60°N. Journal of Marine Systems, 133, 117–130. https://doi.org/10.1016/j.jmarsys.2013.11.001.

    Article  Google Scholar 

  • Eastwood, S. (2011). Ocean & sea ice SAF. Tutorial for sea ice products. Version 0.3. Available at: http://osisaf.met.no/docs/osisaf_ss2_tutorial_sea-ice_v0p3.pdf

  • Ezraty, R., & Cavanié, A. (1999). Construction and evaluation of 12.5 km grid NSCAT backscatter maps of Arctic Sea ice. IEEE Transactions on Geoscience and Remote Sensing, 37(3), 1685–1687.

    Article  Google Scholar 

  • Fennig, K., Schröder, M., & Hollmann, R. (2017). Fundamental climate data record of microwave imager radiances (3rd ed.), Satellite application facility on climate monitoring. https://doi.org/10.5676/EUM_SAF_CM/FCDR_MWI/V003. https://doi.org/10.5676/EUM_SAF_CM/FCDR_MWI/V003.

  • Fetterer, F., Stewart, J. S., & Meier, W. N. (2015). MASAM2: Daily 4-Km Arctic sea ice concentration, 2012–2014. Boulder: National Snow and Ice Data Center. https://doi.org/10.7265/N5ZS2TFT.

    Book  Google Scholar 

  • Flett, D. G. (2004). Operational use of SAR at the Canadian Ice Service: Present operations and a look to the future. In ESA proceedings of the second workshop on coastal and marine applications of SAR, 12–15 September 2003, Svalbard, Norway (SP-565, 2004) (pp. 183–198).

    Google Scholar 

  • Flett, D., & Vachon, P. W. (2004). Marine applications of SAR in Canada. Backscatter, 15(1), 16–21.

    Google Scholar 

  • Fowler, C., Emery, W., & Maslanik, J. A. (2004). Satellite derived arctic sea ice evolution Oct. 1978 to March 2003. IEEE Transactions Geoscience Remote Sensing Letters, 1(2), 71–74. https://doi.org/10.1109/LGRS.2004.824741.

    Article  Google Scholar 

  • Frajka-Williams, E., Beaulieu, C., & Duchez, A. (2017). Emerging negative Atlantic Multidecadal Oscillation index in spite of warm subtropics. Scientific Reports, 7(1), 11224. https://doi.org/10.1038/s41598-017-11046-x.

    Article  Google Scholar 

  • Fyfe, J. C., von Salzen, K., & Gillett, N. P. (2013). One hundred years of Arctic surface temperature variation due to anthropogenic influence. Scientific Reports, 3(1), 2645. https://doi.org/10.1038/srep02645.

    Article  Google Scholar 

  • GCOS. (2011). Systematic observation requirements for satellite-based data products for climate – 2011 update, GCOS-154, December 2011. http://www.wmo.int/pages/prog/gcos/Publications/gcos-154.pdf

  • GCOS Implementation Plan. (2016, October). The global observing system for climate: Implementation needs, GCOS-200 (GOOS-214). https://public.wmo.int/en/programmes/global-climate-observing-system

  • Gloersen, P. (2006). Nimbus-7 SMMR polar gridded radiances and sea ice concentrations. Boulder: NASA DAAC at the National Snow and Ice Data Center. https://doi.org/10.5067/QOZIVYV3V9JP.

    Book  Google Scholar 

  • Gloersen, P., Cavalieri, D. J., Chang, A. T. C., Wilheit, T. T., Campbell, W. J., Johannessen, O. M., Katsaros, K. B., Künzi, K. F., Ross, D. B., Staeling, D., Windsor, E. P. L., Barath, F. T., Gudmandsen, P., Langham, E., & Ramseier, R. O. (1984). A summary of results from the first Nimbus-7 SMMR observations. Journal of Geophysical Research, 89(D4), 5335–5344. https://doi.org/10.1029/JD089iD04p05335.

    Article  Google Scholar 

  • Gloersen, P., Campbell, W. J., Cavalieri, D. J., Comiso, J. C., Parkinson, C. L., & Zwally, H. J. (1992). Arctic and Antarctic Sea Ice, 1978–1987: Satellite passive microwave observations and analysis (NASA Special Publication 511).

    Google Scholar 

  • Gohin, F., & Cavanié, A. (1995). A first try at identification of sea ice using the three beam scatterometer of ERS-1. International Journal of Remote Sensing, 16, 2031–2054.

    Article  Google Scholar 

  • Gorbunov, V. E., & Kutuza, B. G. (2018). Cosmos-243 as the starting point for the development of microwave radiometry methods of the Earth’s atmosphere and surface. Izvestiya, Atmospheric and Oceanic Physics, 54(3), 275–281. https://doi.org/10.1134/S0001433818030076.

    Article  Google Scholar 

  • Grenfell, T. C. (1992). Surface based passive microwave studies of multiyear ice. Journal of Geophysical Research, 97, 3485–3501.

    Article  Google Scholar 

  • Grenfell, T. C., Cavalieri, D. J., Comiso, J. C., Drinkwater, M. R., Onstott, R. G., Rubinstein, I., Steffen, K., & Winebrenner, D. P. (1992). Considerations for microwave remote sensing of thin sea ice. In F. D. Carsey (Ed.), Microwave remote sensing of sea ice. Washington, DC: American Geophysical Union. https://doi.org/10.1029/GM068p0291.

    Chapter  Google Scholar 

  • Hall, D. K., Salomonson, V. V., & Riggs, G. A. (2006) MODIS/Terra sea ice extent daily L3 global 1km EASE-grid day. Version 5. Boulder: National Snow and Ice Data Center.

    Google Scholar 

  • Harvey, B., & Zakutnaya, O. (2011). Russian space probes. Praxis. 514 p: Scientific Discoveries and Future Missions. https://doi.org/10.1007/978-1-4419-8150-9.

    Book  Google Scholar 

  • IPCC. (2014). Climate change 2014: Synthesis report. Contribution of working groups I, II and III to the fifth assessment report of the intergovernmental panel on climate change [Core Writing Team, R. K. Pachauri, & L. A. Meyer]. Geneva: IPCC., 151 p.

    Google Scholar 

  • Ivanova, N., Johannessen, O. M., Pedersen, L. T., & Tonboe, R. T. (2014). Retrieval of Arctic sea ice parameters by satellite passive microwave sensors: A comparison of eleven sea ice algorithms. IEEE Transactions Geoscience Remote, 52, 7233–7246.

    Article  Google Scholar 

  • Ivanova, N., Pedersen, L. T., Tonboe, R. T., Kern, S., Heygster, G., Lavergne, T., Sørensen, A., Saldo, R., Dybkjær, G., Brucker, L., & Shokr, M. (2015). Inter-comparison and evaluation of sea ice algorithms: Towards further identification of challenges and optimal approach using passive microwave observations. The Cryosphere, 9, 1797–1817. https://doi.org/10.5194/tc-9-1797-2015.

    Article  Google Scholar 

  • Johannessen, O. M. (2008). Decreasing arctic sea ice mirrors increasing CO2 on decadal time scale. Atmospheric and Oceanic Science Letters, 1, 51–56.

    Article  Google Scholar 

  • Johannessen, O. M. (2011). Arctic climate – Present and future perspectives. In Given at the Symposium to Honour the Scientific Works of Klaus Hasselmann on his 80 years birth day, 9–10 November 2011, Hamburg, Germany. https://www.researchgate.net/profile/Ola_Johannessen

  • Johannessen, O. M., Miles, M., & Bjørgo, E. (1995). The Arctic’s shrinking sea ice. Nature, 376, 126–127.

    Article  Google Scholar 

  • Johannessen, O. M., Shalina, E. V., & Miles, M. W. (1999). Satellite evidence for an Arctic sea ice cover in transformation. Science, 286, 1937–1939.

    Article  Google Scholar 

  • Johannessen, O. M., Volkov, A. M., Bobylev, L. P., Grischenko, V. D., Sandven, S., Pettersson, L. H., Melentyev, V. V., Asmus, V. V., Milekhin, O. E., Krovotyntsev, V. A., Smirnov, V. G., Alexandrov, V. Y., Duchossois, G., Kozlov, V., Kohlhammer, G., & Solaas, G. (2000). ICEWATCH – real-time sea ice monitoring of the Northern Sea Route using satellite radar (a Cooperative Earth Observation Project between the Russian and European Space Agencies). Earth Observations and Remote Sensing, 16(2), 257–268.

    Google Scholar 

  • Johannessen, O. M., Bengtsson, L., Miles, M. W., Kuzmina, S. I., Semenov, V. A., Alekseev, G. V., Nagurny, A. P., Zakharov, V. F., Bobylev, L. P., Pettersson, L. H., Hasselmann, K., & Cattle, H. P. (2004). Arctic climate change: Observed and modelled temperature and sea ice variability. Tellus, Dynamic Meteorology and Oceanography. Series A, 56A(4), 328–341.

    Article  Google Scholar 

  • Johannessen, O. M., Alexandrov, V., Frolov, I., Bobylev, L., Sandven, S., Miles, M., Pettersson, L., Kloster, K., Smirnov, V., Mironov, Y., & Babich, N. (2007). Remote sensing of sea ice in the Northern Sea Route: Studies and applications. Chichester: Springer-Praxis. 472 p.

    Google Scholar 

  • Johannessen, O. M., Kuzmina, S., Bobylev, L., & Miles, M. (2016). Surface air temperature variability and trends in the Arctic: New amplification assessment and regionalisation. Tellus A, 68, 28234. https://doi.org/10.3402/tellusa.v68.28234.

    Article  Google Scholar 

  • Kaleschke, L., Lupkes, C., Vihma, T., Haarpaintner, J., Bochert, A., Hartmann, J., & Heygster, G. (2001). SSM/I sea ice remote sensing for mesoscale ocean-atmosphere interaction analysis. Canadian Journal of Remote Sensing, 27, 526–537.

    Article  Google Scholar 

  • Kay, J. E., L’Ecuyer, T., Gettelman, A., Stephens, G., & O’Dell, C. (2008). The contribution of cloud and radiation anomalies to the 2007 Arctic sea ice extent minimum. Geophysical Research Letters, 35, L08503. https://doi.org/10.1029/2008GL033451.

    Article  Google Scholar 

  • Keenlyside, N. S., Ba, J., Mecking, J., Omrani, N.-O., Latif, M., Zhang, R., & Msadek, R. (2015). North Atlantic multi-decadal variability – Mechanisms and predictability. In C.-P. Chang, M. Ghil, M. Latif, & M. Wallace (Eds.), Climate change: Multidecadal and beyond (pp. 141–157). Singapure: World Scientific Publishing. https://doi.org/10.1142/9789814579933_0009.

    Chapter  Google Scholar 

  • Kelly, P. M. (1979). An Arctic sea ice data set, 1901–1956. In Glaciological data, report GD-5: Workshop on snow cover and sea ice data (pp. 101–106). National Snow and Ice Data Center.

    Google Scholar 

  • Kern, S., & Heygster, G. (2001). Sea ice concentration retrieval in the Antarctic based on the SSM/I 85 GHz polarization. Annals of Glaciology, 33, 109–114.

    Article  Google Scholar 

  • Kern, S., Rösel, A., Pedersen, L. T., Ivanova, N., Saldo, R., & Tonboe, R. T. (2016). The impact of melt ponds on summertime microwave brightness temperatures and sea-ice concentrations. The Cryosphere, 10, 2217–2239. https://doi.org/10.5194/tc-10-2217-2016.

    Article  Google Scholar 

  • Kumar, A., Perlwitz, J., Eischeid, J., Quan, X., Xu, T., Zhang, T., Hoerling, M., Jha, B., & Wang, W. (2010). Contribution of sea ice loss to Arctic amplification. Geophysical Research Letters, 37, L21701. https://doi.org/10.1029/2010GL045022.

    Article  Google Scholar 

  • Kwok, R. (2002). Sea ice concentration estimates from satellite passive microwave radiometry and openings from SAR ice motion. Geophysical Research Letters, 29, 1311.

    Article  Google Scholar 

  • Kwok, R. (2004). Annual cycles of multiyear sea ice coverage of the Arctic Ocean: 1999–2003. Journal of Geophysical Research, 109, C11004. https://doi.org/10.1029/2003JC002238.

    Article  Google Scholar 

  • Kwok, R. (2010). Satellite remote sensing of sea ice thickness and kinematics, a review. Journal of Glaciology, 56, 1129–1140. https://doi.org/10.3189/002214311796406167.

    Article  Google Scholar 

  • Kwok, R., & Cunningham, G. F. (2015). Variability of Arctic sea ice thickness and volume from CryoSat-2. Philosophical Transactions of the Royal Society A, 373, 20140157. https://doi.org/10.1098/rsta.2014.0157.

    Article  Google Scholar 

  • Kwok, R., & Rothrock, D. A. (2009). Decline in Arctic sea ice thickness from submarine and ICESat records: 1958–2008. Geophysical Research Letters, 36, L15501. https://doi.org/10.1029/2009GL039035.

    Article  Google Scholar 

  • Lavergne, T., Sørensen, A. M., Kern, S., Tonboe, R., Notz, D., Aaboe, S., Bell, L., Dybkjær, G., Eastwood, S., Gabarro, C., Heygster, G., Killie, M. A., Kreiner, M. B., Lavelle, J., Saldo, R., Sandven, S., & Pedersen, L. T. (2018). Version 2 of the EUMETSAT OSI SAF and ESA CCI sea ice concentration climate data records. The Cryosphere Discuss. https://doi.org/10.5194/tc-2018-127. in review.

  • Li, M., Zhao, C., Zhao, Y., Wang, Z., & Shi, L. (2016). Polar sea ice monitoring using HY-2A scatterometer measurements. Remote Sensing, 8, 688. https://doi.org/10.3390/rs8080688.

    Article  Google Scholar 

  • Lindell, D. B., & Long, D. G. (2016a). Multiyear Arctic sea ice classification using OSCAT and QuikSCAT. IEEE Transactions on Geoscience and Remote Sensing, 54(1), 167–175. https://doi.org/10.1109/TGRS.2015.2452215.

    Article  Google Scholar 

  • Lindell, D. B., & Long, D. G. (2016b). Multiyear Arctic ice classification using ASCAT and SSMIS. Remote Sensing, 8(4), 294. https://doi.org/10.3390/rs8040294.

    Article  Google Scholar 

  • Luo, Y., & Flett, D. (2018). Sentinel-1 data border noise removal and seamless SAR mosaic generation. In Proceedings of 2nd international electronic conference on remote sensing (Vol. 7, No. 2, p. 330). https://doi.org/10.3390/ecrs-2-05143.

    Article  Google Scholar 

  • Mahoney, A. R., Barry, R. G., Smolyanitsky, V., & Fetterer, F. (2008). Observed sea ice extent in the Russian Arctic, 1933–2006. Journal of Geophysical Research, 113, C11005. https://doi.org/10.1029/2008JC004830.

    Article  Google Scholar 

  • Mahoney, A. R., Eicken, H., Gaylord, A. G., & Gens, R. (2014). Landfast sea ice extent in the Chukchi and Beaufort Seas: The annual cycle and decadal variability. Cold Regions Science and Technology, 103, 41–56.

    Article  Google Scholar 

  • Markus, T., & Cavalieri, D. (1998). Snow depth distribution over Sea ice in the Southern Ocean from satellite passive microwave data. In Antarctic sea ice: Physical processes, interactions, and variability (Antarctic Research Series, Vol. 74, pp. 19–39). Washington, DC: American Geophysical Union.

    Google Scholar 

  • Markus, T., & Cavalieri, D. (2000). An enhancement of the NASA Team sea ice algorithm. IEEE Transactions on Geoscience and Remote Sensing, 38, 1387–1398.

    Article  Google Scholar 

  • Maslanik, J., & Stroeve, J. (2004) updated 2012. DMSP SSM/I-SSMIS daily polar gridded brightness temperatures. Version 4. Boulder: NASA DAAC at the National Snow and Ice Data Center.

    Google Scholar 

  • Maslanik, J. A., Fowler, C., Stroeve, J., Drobot, S., Zwally, J., Yi, D., & Emery, W. (2007). A younger, thinner Arctic ice cover: Increased potential for rapid, extensive sea-ice loss. Geophysical Research Letters, 34, L24501. https://doi.org/10.1029/2007GL032043.

    Article  Google Scholar 

  • Maslanik, J., Stroeve, J., Fowler, C., & Emery, W. (2011). Distribution and trends in Arctic sea ice age through spring 2011. Geophysical Research Letters, 38, L13502. https://doi.org/10.1029/2011GL047735.

    Article  Google Scholar 

  • Matzler, C., Ramseier, R. O., & Svendsen, E. (1984). Polarization effects in sea ice signatures. IEEE Journal of Oceanic Engineering, 9, 333–338.

    Article  Google Scholar 

  • Meier, W. N., & Notz, D. (2010). A note on the accuracy and reliability of satellite-derived passive microwave estimates of sea-ice extent. CliC Arctic sea ice working group consensus document. World Climate Research Program. https://www.wmo.int/pages/prog/www/OSY/Meetings/GCW-IM1/GCW_CliC_Sea_ice_Reliability.pdf

  • Meier, W. N., Peng, G., Scott, D. J., & Savoie, M. H. (2014). Verification of a new NOAA/NSIDC passive microwave sea-ice concentration climate record. Polar Research, 33, 21004. https://doi.org/10.3402/polar.v33.21004.

    Article  Google Scholar 

  • Meier, W., Fetterer, F., Savoie, M., Mallory, S., Duerr, R., & Stroeve, J. (2017) NOAA/NSIDC climate data record of passive microwave sea ice concentration, version 3. Boulder. NSIDC: National Snow and Ice Data Center. https://doi.org/10.7265/N59P2ZTG.

  • Miller, G. H., Alley, R. B., Brigham-Grette, J., Fitzpatrick, J. J., Polyak, L., Serreze, M. C., & White, J. W. C. (2010). Arctic amplification: Can the past constrain the future? Quaternary Science Reviews, 29(15–16), 1779–1790. https://doi.org/10.1016/j.quascirev.2010.02.008.

    Article  Google Scholar 

  • Nghiem, S. V., Rigor, I. G., Perovich, D. K., Clemente-Colón, P., Weatherly, J. W., & Neumann, G. (2007). Rapid reduction of Arctic perennial sea ice. Geophysical Research Letters, 34, L19504. https://doi.org/10.1029/2007GL031138.

    Article  Google Scholar 

  • Notz, D., & Stroeve, J. (2016). Observed Arctic sea-ice loss directly follows anthropogenic CO2 emission. Science, 11(3). https://doi.org/10.1126/science.aag2345.

    Article  Google Scholar 

  • Ogi, M., Rigor, I. G., McPhee, M. G., & Wallace, J. M. (2008). Summer retreat of Arctic sea ice: Role of summer winds. Geophysical Research Letters, 35, L24701. https://doi.org/10.1029/2008GL035672.

    Article  Google Scholar 

  • Onarheim, I. H., Eldevik, T., Smedsrud, L. H., & Stroeve, J. (2018). Seasonal and regional manifestation of Arctic sea ice loss. Journal of Climate, 31, 4917. https://doi.org/10.1175/JCLI-D-17-0427.1.

    Article  Google Scholar 

  • Parkinson, C. L., & Comiso, J. C. (2013). On the 2012 record low Arctic sea ice cover: Combined impact of preconditioning and an August storm. Geophysical Research Letters, 40, 1356–1361. https://doi.org/10.1002/grl.50349.

    Article  Google Scholar 

  • Parkinson, C. L., Comiso, J. C., Zwally, H. J., Cavalieri, D. J., Gloersen, P., & Campbell, W. J. (1987). Arctic sea ice, 1973–1976: Satellite passive-microwave observations (NASA SP-489). Washington, DC: National Aeronautics and Space Administration. 296 p.

    Google Scholar 

  • Parkinson, C. L., Comiso, J. C., & Zwally, H. (2004). In W. Meier & J. Stroeve (Eds.), Nimbus-5 ESMR polar gridded sea ice concentrations. Boulder: NASA DAAC at the National Snow and Ice Data Center. https://doi.org/10.5067/W2PKTWMTY0TP.

    Chapter  Google Scholar 

  • Pedersen, L. T., Dybkjær, G., Eastwood, S., Heygster, G., Ivanova, N., Kern, S., Lavergne, T., Saldo, R., Sandven, S., Sørensen, A., & Tonboe, R. (2017a). ESA sea ice climate change initiative (Sea_Ice_cci): Sea ice concentration climate data record from the AMSR-E and AMSR-2 instruments at 25km grid spacing, version 2.0. Centre for Environmental Data Analysis. 28 February 2017. https://doi.org/10.5285/c61bfe88-873b-44d8-9b0e-6a0ee884ad95. https://doi.org/10.5285/c61bfe88-873b-44d8-9b0e-6a0ee884ad95

  • Pedersen, L. T., Dybkjær, G., Eastwood, S., Heygster, G., Ivanova, N., Kern, S., Lavergne, T., Saldo, R., Sandven, S., Sørensen, A., & Tonboe, R. (2017b). ESA sea ice climate change initiative (Sea_Ice_cci): Sea ice concentration climate data record from the AMSR-E and AMSR-2 instruments at 50 km grid spacing, version 2.0. Centre for Environmental Data Analysis. 28 February 2017. doi:https://doi.org/10.5285/70f611b0-ba82-48e6-9190-a62cf9f925f2. https://doi.org/10.5285/70f611b0-ba82-48e6-9190-a62cf9f925f2

  • Perovich, D. K., Richter-Menge, J. A., Jones, K. F., & Light, B. (2008). Sunlight, water, and ice: Extreme Arctic sea ice melt during the summer of 2007. Geophysical Research Letters, 35, L11501.

    Article  Google Scholar 

  • Perovich, D., Meier, W., Tschudi, M., Farrell, S., Gerland, S., & Hendricks, S. (2015). Arctic report card: Update for 2015, sea ice. December 15, 2015. http://www.arctic.noaa.gov/reportcard/sea_ice.html

  • Polyakov, I. V., Bekryaev, R. V., Alekseev, G. V., Bhatt, U. S., Colony, R. L., Johnson, M. A., Maskshtas, A. P., & Walsh, D. (2003). Variability and trends of air temperature and pressure in the maritime Arctic, 1875–2000. Journal of Climate, 16, 2067–2077. https://doi.org/10.1175/1520-0442(2003)016<2067:vatoat>2.0.co;2.

    Article  Google Scholar 

  • Polyakov, I. V., Walsh, J., & Kwok, R. (2012). Recent changes of arctic multiyear sea ice coverage and the likely causes. Bulletin of the American Meteorological Society, 93(2), 145–151. https://doi.org/10.1175/BAMS-D-11-00070.1.

    Article  Google Scholar 

  • Polyakov, I. V., Pnyushkov, A., Alkire, M., Ashik, I. M., Baumann, T. M., Carmack, E. C., Goszczko, I., Guthrie, J. D., Ivanov, V. V., Kanzow, T., Krishfield, R. A., Kwok, R., Sundfjord, A., Morison, J. H., Rember, R., & Yulin, A. (2017). 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.

    Article  Google Scholar 

  • Ramseier, R. O. (1991). Sea ice validation. In J. P. Hollinger (Ed.), DMSP special sensor microwave/imager calibration/validation. Washington, DC: Naval Research Laboratory.

    Google Scholar 

  • Rayner, N. A., Parker, D. E., Horton, E. B., Folland, C. K., Alexander, L. V., Rowell, D. P., Kent, E. C., & Kaplan, A. (2003). Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. Journal of Geophysical Research, 108(D14), 4407. https://doi.org/10.1029/2002JD002670.

    Article  Google Scholar 

  • Remund, Q. P., & Long, D. G. (1999). Sea ice extent mapping using Ku-band scatterometer data. Journal of Geophysical Research, 104(C5), 11515–11527.

    Article  Google Scholar 

  • Riggs, G. A, Hall, D. K., & Salomonson, V. V. (2006). MODIS sea ice products user guide to collection 5. http://nsidc.org/data/docs/daac/modis_v5/dorothy_ice_doc.pdf

  • Rigor, I. G., & Wallace, J. M. (2004). Variations in the age of Arctic sea ice and summer sea-ice extent. Geophysical Research Letters, 31, L09401. https://doi.org/10.1029/2004GL019492.

    Article  Google Scholar 

  • Rothrock, D. A., Percival, D. B., & Wensnahan, M. (2008). The decline in arctic sea-ice thickness: Separating the spatial, annual, and interannual variability in a quarter century of submarine data. Journal of Geophysical Research, 113, C05003. https://doi.org/10.1029/2007JC004252.

    Article  Google Scholar 

  • Sandven, S., & Johannessen, O. M. (2006). Sea ice monitoring by remote sensing. Chapter 8. In J. Gower (Ed.), Remote sensing of the marine environment, manual of remote sensing (Vol. 6, 3rd ed., pp. 241–283). Baltimore: Published by American Society for Photogrammetry and Remote Sensing.

    Google Scholar 

  • Sandven, S., Kloster, K., Tangen, H., Andreassen, T. S., Goodwin, H., & Partington, K. (2004). Sea ice mapping using ENVISAT ASAR wideswath images. In Proceedings of the second workshop on coastal and marine applications of SAR, 12–15 September 2003, Svalbard, Norway (SP-565, 2004) (pp. 161–168).

    Google Scholar 

  • Screen, J. A., & Simmonds, I. (2010). The central role of diminishing sea ice in recent Arctic temperature amplification. Nature, 464, 1334–1337. https://doi.org/10.1038/nature09051.

    Article  Google Scholar 

  • Sea Ice Climatic Atlas. (2002). Northern Canadian waters. 1971–2000. Ottawa: Canadian Ice Service.

    Google Scholar 

  • Selyuzhenok, V., Krumpen, T., Mahoney, A., Janout, M., & Gerdes, R. (2015). Seasonal and interannual variability of fast ice extent in the southeastern Laptev Sea between 1999 and 2013. Journal of Geophysical Research: Oceans, 120, 7791–7806.

    Google Scholar 

  • Serreze, M. C., & Barry, R. G. (2011). Processes and impacts of Arctic amplification: A research synthesis. Global and Planetary Change, 77(1–2), 85–96. https://doi.org/10.1016/j.gloplacha.2011.03.004.

    Article  Google Scholar 

  • Serreze, M. C., & Stroeve, J. (2015). Arctic sea ice trends, variability and implications for seasonal ice forecasting. Philosophical Transactions of the Royal Society A, 373, 20140159. https://doi.org/10.1098/rsta.2014.0159.

    Article  Google Scholar 

  • Shalina, E. V., & Johannessen, O. M. (2008). Multiyear sea ice concentration mapping using passive and active microwave satellite data. In Microwave radiometry and remote sensing of the environment, 2008. MICRORAD 2008. https://doi.org/10.1109/MICRAD.2008.4579513.

  • Smirnov, V., Frolov, I., Grishchenko, V., & Mironov, Y. (2000). Russian ice information services in the future. In Proceedings of the Northern Sea Route User Conference, Oslo, 18–20 November 1999 (pp. 169–176). Dordrecht: Kluwer Academic Publishers.

    Google Scholar 

  • Smith, D. M. (1996). Extraction of winter total sea-ice concentration in the Greenland and Barents Seas from SSM/I data. International Journal of Remote Sensing, 17, 2625–2646.

    Article  Google Scholar 

  • Smith, D. M., & Barrett, E. C. (1994). Satellite mapping and monitoring of sea ice. Bristol: Defense Res. Agency, RSU, Univ. Bristol.

    Google Scholar 

  • Spreen, G. L., Kaleschke, L., & Heygster, G. (2008). Sea ice remote sensing using AMSR-E 89-GHz channels. Journal of Geophysical Research, 113(C2), C02S03-1–C02S03-14.

    Article  Google Scholar 

  • Steffen, K., Cavalieri, D. J., Comiso, J. C., Germain, K. S., Gloersen, P., Key, J., & Rubinstein, I. (1992). The estimation of geophysical parameters using passive microwave algorithms. Chapter 10. In F. Carsey (Ed.), Microwave remote sensing of sea ice (pp. 243–259). Washington, DC: American Geophysical Union.

    Google Scholar 

  • Stroeve, J., Serreze, M., Drobot, S., Gearheard, S., Holland, M., Maslanik, J., Meier, W., & Scambos, T. (2008). Arctic sea ice extent plummets in 2007. Eos Transactions AGU, 89(2), 13–14. https://doi.org/10.1029/2008EO020001.

    Article  Google Scholar 

  • Stroeve, J. C., Serreze, M. C., Holland, M. M., Kay, J. E., Maslanik, J., & Barrett, A. P. (2012). The Arctic’s rapidly shrinking sea ice cover: A research synthesis. Climatic Change, 110, 1005–1027.

    Article  Google Scholar 

  • Suo, L., OtterÃ¥, O. H., Bentsen, M., Gao, Y., Johannessen, O. M. (2013). External forcing of the early 20th century Arctic warming. Tellus, Series A, Dynamic Meteorology and Oceanography, 65. https://doi.org/10.3402/tellusa.v65i0.20578.

    Article  Google Scholar 

  • Svendsen, E., Kloster, K., Farrelly, B., Johannessen, O. M., Johannessen, J. A., Campbell, W. J., Gloersen, P., Cavalieri, D., & Matzler, C. (1983). Norwegian Remote Sensing Experiment’ evaluation of the Nimbus 7 scanning multichannel microwave radiometer for sea ice research. Journal of Geophysical Research, 88, 2781–2791.

    Article  Google Scholar 

  • Svendsen, E., Matzler, C., & Grenfell, T. C. (1987). A model for retrieving total sea ice concentration from a spaceborne dual-polarized passive microwave instrument operating near 90 GHz. International Journal of Remote Sensing, 8, 1479–1487.

    Article  Google Scholar 

  • Svendsen, L., Keenlyside, N., Bethke, I., Gao, Y., & Omrani, N.-E. (2018). Pacific contribution to the early twentieth-century warming in the Arctic. Nature Climate Change, 8. https://doi.org/10.1038/s41558-018-0247-1.

    Article  Google Scholar 

  • Swan, A., & Long, D. (2012). Multi-year Arctic sea ice classification using QuikSCAT. IEEE Transactions on Geoscience and Remote Sensing, 50(9), 3317–3326.

    Article  Google Scholar 

  • Swift, C. T., Fedor, L. S., & Ramseier, R. O. (1985). An algorithm to measure sea ice concentration with microwave radiometers. Journal of Geophysical Research, 90(C1), 1087–1099.

    Article  Google Scholar 

  • Titchner, H. A., & Rayner, N. A. (2014). The Met Office Hadley Centre sea ice and sea surface temperature data set, version 2: 1. Sea ice concentrations. Journal Geophysical Research Atmosphere, 119, 2864–2889. https://doi.org/10.1002/2013JD020316.

    Article  Google Scholar 

  • Tonboe, R. T., Eastwood, S., Lavergne, T., Sørensen, A. M., Rathmann, N., Dybkjær, G., Pedersen, L. T., Høyer, J. L., & Kern, S. (2016). The EUMETSAT sea ice concentration climate data record. The Cryosphere, 10, 2275–2290. https://doi.org/10.5194/tc-10-2275-2016.

    Article  Google Scholar 

  • Tonboe, R., Lavelle, J., Pfeiffer, H., & Howe, E. (2017). Product user manual for OSI SAF global sea ice concentration product OSI-401-b Version 1.6. Tech. Rep. SAF/OSI/CDOP3/DMI/MET/TEC/MA/204, EUMETSAT OSI SAF – Ocean and Sea Ice Satellite Application Facility. Available at: http://osisaf.met.no/docs/osisaf_cdop3_ss2_pum_ice-conc_v1p6.pdf

  • Tschudi, M. A., Fowler, C., Maslanik, J. A., & Stroeve, J. (2010). Tracking the movement and changing surface characteristics of Arctic sea ice. IEEE Journal Selected Topics in Earth Observations and Remote Sensing, 3(4), 536–540. https://doi.org/10.1109/JSTARS.2010.2048305.

    Article  Google Scholar 

  • Tschudi, M. A., Stroeve, J. C., & Stewart, J. S. (2016a). Relating the age of Arctic sea ice to its thickness, as measured during NASA’s ICESat and IceBridge campaigns. Remote Sensing, 8(6), 457. https://doi.org/10.3390/rs8060457.

    Article  Google Scholar 

  • Tschudi, M., Fowler, C., Maslanik, J., Stewart, J. S., & Meier, W. (2016b). EASE-Grid sea ice age. Boulder: NASA National Snow and Ice Data Center Distributed Active Archive Center. https://doi.org/10.5067/PFSVFZA9Y85G.

    Book  Google Scholar 

  • Underhill, V., Fetterer, F., & Petersen, C. (2014). Arctic sea ice concentration and extent from Danish Meteorological Institute sea ice charts, 1901–1956. Boulder: National Snow and Ice Data Center. https://doi.org/10.7265/N5MP517M.

    Book  Google Scholar 

  • Vinje, T. (2001). Anomalies and trends of sea-ice extent and atmospheric circulation in the Nordic Seas during the period 1864–1998. Journal of Climate, 14(3), 255–267.

    Article  Google Scholar 

  • Walsh, J. E., & Chapman, W. L. (2001). 20th-century sea-ice variations from observational data. Annals of Glaciology, 33, 444–448. https://doi.org/10.3189/172756401781818671.

    Article  Google Scholar 

  • Walsh, J. E., & Chapman, W. L. (2016). Variability of sea ice extent over decadal and longer timescales. In C. Chang, M. Ghil, M. Latif, & J. M. Wallace (Eds.), Climate change, multidacadal and beyond. World Scientific Series on Asia-Pacific Weather and Climate, Volume 6, 2016, published by World Scientific Publishing Co. Pte. Ltd. https://doi.org/10.1142/9789814579933_0013.

    Chapter  Google Scholar 

  • Walsh, J. E., Chapman, W. L., & Fetterer, F. (2015), updated 2016. Gridded monthly sea ice extent and concentration, 1850 onwards, version 1.1. Boulder: National Snow and Ice Data Center. Digital media. https://doi.org/10.7265/N5833PZ5.

  • Walsh, J. E., & Johnson, C. M. (1979). An analysis of Arctic sea ice fluctuations, 1953–77. Journal of Physical Oceanography, 9, 580–591.

    Article  Google Scholar 

  • Walsh, J. E., Fetterer, F., Stewart, J. S., & Chapman, W. L. (2017). A database for depicting Arctic sea ice variations back to 1850. Geographical Review, 107(1), 89–107. https://doi.org/10.1111/j.1931-0846.2016.12195.x.

    Article  Google Scholar 

  • Williams, T., Rampal, P., & Bouillon, S. (2017). Wave-ice interactions in the neXtSIM sea-ice model. The Cryosphere, 11(5), 2117–2135. https://doi.org/10.5194/tc-11-2117-2017.

    Article  Google Scholar 

  • WMO/TD-No.1215. (2014). Ice chart colour code standard. WMO/TD-No. 1215. JCOMM Technical Report No. 24. Version 1, 13 p.

    Google Scholar 

  • WMO-No.259. (2014). Sea ice nomenclature. Volume 1 – Terminology and Codes, Volume II – Illustrated Glossary and III – International System of Sea-Ice Symbols). 121 p.

    Google Scholar 

  • WMO-No.574. (2000). Sea ice information services in the world. Geneva: Secretariat of the World Meteorological Organization. 81 p.

    Google Scholar 

  • Yu, Y. L., Stern, H., Fowler, C., Fetterer, F., & Maslanik, J. (2014). Interannual variability of Arctic landfast ice between 1976 and 2007. Journal of Climate, 27, 227–243.

    Article  Google Scholar 

  • Zakharov, V. F. (1996). Sea ice in the climate system. St. Petersburg: Gidrometeoizdat. 213 p. [in Russian].

    Google Scholar 

  • Zakharov, V. F. (1997). Sea ice in the climate system (WMO/TD 782). Geneva: World Meteorological Organization. World Climate Research Programme. Arctic Climate System Study.

    Google Scholar 

  • Zamani, B., Krumpen, T., Smedsrud, L., & Gerdes, R. (2019). Fram Strait sea ice export affected by thinning: Comparing high-resolution simulations and observations. Climate Dynamics. https://doi.org/10.1007/s00382-019-04699-z.

    Article  Google Scholar 

  • Zhang, J., Lindsay, R., Schweiger, A., & Steele, M. (2013). The impact of an intense summer cyclone on 2012 Arctic sea ice retreat. Geophysical Research Letters, 40, 1–7. https://doi.org/10.1002/grl.50190.

    Article  Google Scholar 

  • Zwally, H. J., & Gloersen, P. (2008). Arctic sea ice surviving the summer melt: Interannual variability and decreasing trend. Journal Glacial, 54, 279–296. https://doi.org/10.3189/002214308784886108.

    Article  Google Scholar 

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Appendices

Appendices

4.1.1 Appendix 1

ESMR, SMMR, SMMI, SMISS passive microwave data sets related to sea ice at NSIDC

Product ID

Parameter

Data set title and link

NSIDC-0001

Brightness temperature

DMSP SSM/I daily polar gridded brightness temperatures

https://nsidc.org/data/nsidc-0001

NSIDC-0032

Brightness temperature

DMSP SSM/I pathfinder daily EASE-grid brightness temperatures

https://nsidc.org/data/nsidc-0032

NSIDC-0036

Brightness temperature

Nimbus-7 SMMR pathfinder brightness temperatures

https://nsidc.org/data/nsidc-0036

NSIDC-0037

Brightness temperature

Nimbus-7 SMMR antenna temperatures

https://nsidc.org/data/nsidc-0037

NSIDC-0071

Brightness temperature

Nimbus-7 SMMR pathfinder daily EASE-grid brightness temperatures

https://nsidc.org/data/nsidc-0071

NSIDC-0077

Brightness temperature

Nimbus-5 ESMR polar gridded brightness temperatures

https://nsidc.org/data/nsidc-0077

NSIDC-0080

Brightness temperature

Near real-time DMSP SSM/I daily polar gridded brightness temperatures

https://nsidc.org/data/nsidc-0080

NISE1

Sea ice and snow cover

Near real-time SSM/I EASE-grid daily global ice concentration and snow extent

https://nsidc.org/data/NISE

NSIDC-0024

Sea ice and snow cover

Nimbus-7 SMMR derived monthly global snow cover and snow depth

https://nsidc.org/data/nsidc-0024

NSIDC-0046

Sea ice and snow cover

Northern hemisphere EASE-grid weekly snow cover and sea ice extent version 2

https://nsidc.org/data/nsidc-0046

NSIDC-0042

Land

DMSP-F8 SSM/I pathfinder land surface products

https://nsidc.org/data/nsidc-0042

NSIDC-0002

Sea ice

DMSP SSM/I daily and monthly polar gridded sea ice concentrations

https://nsidc.org/data/nsidc-0002

NSIDC-0007

Sea ice

Nimbus-7 SMMR polar gridded radiances and sea ice concentrations

https://nsidc.org/data/nsidc-0007

NSIDC-0009

Sea ice

Nimbus-5 ESMR polar gridded sea ice concentrations

https://nsidc.org/data/nsidc-0009

NSIDC-0028

Sea ice

DMSP-F8 SSM/I pathfinder global level 2 sea ice concentrations

https://nsidc.org/data/nsidc-0028

NSIDC-0051

Sea ice

Sea ice concentrations from Nimbus-7 SMMR and DMSP SSM/I passive microwave data

https://nsidc.org/data/nsidc-0051

NSIDC-0079

Sea ice

Bootstrap sea ice concentrations from Nimbus-7 SMMR and DMSP SSM/I

https://nsidc.org/data/nsidc-0079

NSIDC-0081

Sea ice

Near real-time DMSP SSM/I daily polar gridded sea ice concentrations

https://nsidc.org/data/nsidc-0081

NSIDC-0105

Sea ice

Snow melt onset over Arctic sea ice from SMMR and SSM/I brightness temperatures

https://nsidc.org/data/nsidc-0105

NSIDC-0116

Sea ice

Polar pathfinder daily 25 km EASE-Grid sea ice motion vectors

https://nsidc.org/data/nsidc-0116

NSIDC-0192

Sea ice

Sea ice trends and climatologies from SMMR and SSM/I

https://nsidc.org/data/nsidc-0192

4.1.2 Appendix 2

AMSR-E passive microwave data sets related to sea ice at NSIDC

Product ID

Parameter

Data set title and link

AMSREL1A

Brightness temperature

AMSR-E/aqua L1A raw observation counts

https://nsidc.org/data/amsrel1a

AE_L2A

Brightness temperature

AMSR-E/aqua L2A global swath spatially-resampled brightness temperatures

https://nsidc.org/data/ae_l2a

NSIDC-0301

Brightness temperature

AMSR-E/aqua daily EASE-grid brightness temperatures

https://nsidc.org/data/nsidc-0301

AE_SI6

Brightness temperature

AMSR-E/aqua daily L3 6.25 km 89 GHz brightness temperature polar grids

https://nsidc.org/data/ae_si6

AE_SI12

Brightness temperature

AMSR-E/aqua daily L3 12.5 km brightness temperatures, sea ice concentration, and snow depth polar grids

Sea ice

https://nsidc.org/data/ae_si12

AE_SI25

Brightness temperature

AMSR-E/aqua daily L3 25 km brightness temperatures and sea ice concentration polar grids

Sea ice

https://nsidc.org/data/ae_si25

AE_SID

Sea ice

AMSR-E/aqua daily L3 6.25 km sea ice drift polar grids

https://nsidc.org/data/ae_sid

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Shalina, E.V., Johannessen, O.M., Sandven, S. (2020). Changes in Arctic Sea Ice Cover in the Twentieth and Twenty-First Centuries. In: Johannessen, O., Bobylev, L., Shalina, E., Sandven, S. (eds) Sea Ice in the Arctic. Springer Polar Sciences. Springer, Cham. https://doi.org/10.1007/978-3-030-21301-5_4

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