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| 1 | Towards reliable Arctic sea ice prediction using multivariate data assimilation显示文摘Rapid declines in Arctic sea ice have captured attention and pose significant challenges to a variety of stakeholders. There is a rising demand for Arctic sea ice prediction at daily to seasonal time scales, which is partly a sea ice initial condition problem. Thus, a multivariate data assimilation that integrates sea ice observations to generate realistic and skillful model initialization is needed to improve predictive skill of Arctic sea ice. Sea ice data assimilation is a relatively new research area. In this review paper, we focus on two challenges for implementing multivariate data assimilation systems for sea ice forecast. First, to address the challenge of limited spatiotemporal coverage and large uncertainties of observations, we discuss sea ice parameters derived from satellite remote sensing that(1) have been utilized for improved model initialization, including concentration, thickness and drift, and(2) are currently under development with the potential for enhancing the predictability of Arctic sea ice, including melt ponds and sea ice leads. Second, to strive to generate the ‘‘best' estimate of sea ice initial conditions by combining model simulations/forecasts and observations, we review capabilities and limitations of different data assimilation techniques that have been developed and used to assimilate observed sea ice parameters in dynamical models. | Jiping Liu Zhiqiang Chen Yongyun Hu Yuanyuan Zhang Yifan Ding Xiao Cheng Qinghua Yang Lars Nerger Gunnar Spreen Radley Horton Jun Inoue Chaoyuan Yang Ming Li Mirong Song | 2019 | Science Bulletin2019，64，1： | 10 |
| 2 | Long-acting injectable antiretrovirals for HIV treatment and prevention 显示文摘 | Spreen WR Margolis DA Pottage JC Jr | 2013 | Curr Opin HIV AIDS2013，8，6： | 1 |
| 3 | Sea ice remote sensing using AMSR-E 89 GHz channels显示文摘 | Spreen G Kaleschke L Heygster G | 2008 | Journal of Geophysical Research2008，113，： | 1 |
| 4 | Pharmacogenetics of hypersensitivity to abacavir:from PGx hypothesis to confirmation to clinical utility显示文摘 | Hughes AR Spreen WR Mosteller M Warren LL Lai EH Brothers CH | | 0，，06： | 1 |
| 5 | Sea Ice Remote Sensing Using AMSR E 89-Ghz Channels显示文摘 | SPREEN G KALESCHKE L HEYGSTER G | 2008 | Journal of Geophysical Research2008，113，2： | 1 |
| 6 | The relation between poor sleep, impulsivity and aggression in forensic psychiatric patients显示文摘 | Jeanine Kamphuis Derk-Jan Dijk Marinus Spreen Marike Lancel | 2014 | Physiology & Behavior2014，，： | 1 |
| 7 | Information systems re- visited : the general continuous case 显示文摘 | Spreen D Xu L Mao X | 2008 | Theoretical Computer Science2008，405，： | 1 |
| 8 | Visiting policies in the adult in- tensive care units:A complete survey of Dutch ICUs显示文摘 | Spreen AE Schuurmans MJ | 2011 | Inten- sive and Critical Care Nursing2011，27，1： | 1 |
| 9 | Information systems revisited: the general continuous ease显示文摘 | Spreen D Xu L S Mao X | 2008 | Theoretical Computer Science2008，405，： | 1 |
| 10 | A target MOTAD analysis of a crop and livestock farm in Jefferson County, Florida显示文摘 | Zimet D J Spreen T | 1986 | Southern Journal of Agricultural Economics1986，18，2： | 1 |
| 11 | Visiting policies in the adultintensive care units:a complete survey of Dutch ICUs 显示文摘 | Spreen A E Schuurmans M J | 2011 | Intensive Crit Care Nurs2011，27，1： | 1 |
| 12 | Effects of cetane number, cetane improver, aromatics, and oxygenates on 1994, heavy duty diesel emissions显示文摘 | ULLMAN T L SPREEN K B MASON R L | 1994 | SAE Paper 9410201994，，： | 1 |
| 13 | Auditory agnosia without aphasia显示文摘 | Spreen O Benton AL Fincham RW | 1965 | ArchNeurol1965，13，： | 1 |
| 14 | A survey of the prevalence of epididymitis in an industrial setting显示文摘 | Walrath J Fayerweahter W E Spreen KA | 1992 | J Occup Med1992，34，2： | 1 |
| 15 | A target MOTAD analysis of a crop and livestock farm in Jefferon county, Florida 显示文摘 | ZIMET D J SPREEN T H | 1986 | Southern Journal of Agricultural Economics1986，18，12： | 1 |
| 16 | Fram Strait sea ice volume export estimated between 2003 and 2008 from satellite data显示文摘 | Spreen Gunnar Kern Stefan Stammer Detlef Hansen Edmond | 2009 | Geophysical Research Letters2009，，19： | 1 |
| 17 | Sea ice remote sensing using AMSR-E 89 GHz Charmels 显示文摘 | SPREEN G KALESCHKE L HEYGSTER G | 2008 | Journal of Geophysi- cal Research : Oceans2008，113，2： | 1 |
| 18 | Visiting policies in the adult intensive care units: a complete survey of Dutch ICUs显示文摘 | Spreen AE Schuurmans MJ | 2011 | Intensive Crit Care Nurs2011，27，1： | 1 |
| 19 | Acute pulmonary edema in pregnanvy显示文摘 | Poole JH Spreen DT | 2005 | J Perinat Neonat Nurs2005，19，： | 1 |
| 20 | Pharmacokinetics, safety, and monotherapy antiviral activity of GSK125744, an HIV integrase strand transfer inhibitor显示文摘 | SPREEN W MIN S FORD S L | 2013 | HIV Clin Trials2013，14，5： | 1 |
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