메뉴 건너뛰기




Volumn , Issue , 2016, Pages 81-126

Climate informatics

Author keywords

[No Author keywords available]

Indexed keywords


EID: 85052482625     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter
Times cited : (12)

References (115)
  • 1
    • 34247249290 scopus 로고    scopus 로고
    • Solar influence on climate during the past millennium: Results from transient simulations with the NCAR Climate System Model
    • C.M. Ammann, F. Joos, D.S. Schimel, B.L. Otto-Bliesner, and R.A. Tomas. Solar influence on climate during the past millennium: Results from transient simulations with the NCAR Climate System Model. Proc. U.S. Natl. Acad. Sci., 104(10): 3713-3718, 2007.
    • (2007) Proc. U.S. Natl. Acad. Sci , vol.104 , Issue.10 , pp. 3713-3718
    • Ammann, C.M.1    Joos, F.2    Schimel, D.S.3    Otto-Bliesner, B.L.4    Tomas, R.A.5
  • 2
    • 33645644720 scopus 로고    scopus 로고
    • Forward modeling of regional scale tree-ring patterns in the southeastern United States and the recent influence of summer drought
    • K.J. Anchukaitis, M.N. Evans, A. Kaplan, E.A. Vaganov, M.K. Hughes, and H.D. Grissino-Mayer. Forward modeling of regional scale tree-ring patterns in the southeastern United States and the recent influence of summer drought. Geophys. Res. Lett., 33, L04705, DOI:10.1029/2005GL025050.
    • Geophys. Res. Lett., , vol.33 , pp. L04705
    • Anchukaitis, K.J.1    Evans, M.N.2    Kaplan, A.3    Vaganov, E.A.4    Hughes, M.K.5    Grissino-Mayer, H.D.6
  • 3
    • 0030391795 scopus 로고    scopus 로고
    • Specification and prediction of global surface temperature and precipitation from global SST using CCA
    • A.G. Barnston and T.M. Smith. Specification and prediction of global surface temperature and precipitation from global SST using CCA. J. Climate, 9: 2660-2697, 1996.
    • (1996) J. Climate , vol.9 , pp. 2660-2697
    • Barnston, A.G.1    Smith, T.M.2
  • 5
    • 0000825696 scopus 로고
    • An intercomparison of methods for finding coupled patterns in climate data
    • C.S. Bretherton, C. Smith, and J.M. Wallace. An intercomparison of methods for finding coupled patterns in climate data. J. Climate, 5: 541-560, 1992.
    • (1992) J. Climate , vol.5 , pp. 541-560
    • Bretherton, C.S.1    Smith, C.2    Wallace, J.M.3
  • 6
    • 33750606092 scopus 로고    scopus 로고
    • Uncertainty estimates in regional global observed temperature changes: A new dataset from 1850
    • P. Brohan, J.J. Kennedy, I. Harris, S.F.B. Tett, and P.D. Jones. Uncertainty estimates in regional and global observed temperature changes: A new dataset from 1850. J. Geophys. Res., 111, D12106, 2006.
    • (2006) J Geophys. Res. , vol.111 , pp. D12106
    • Brohan, P.1    Kennedy, J.J.2    Harris, I.3    Tett, S.F.B.4    Jones, P.D.5
  • 8
    • 69949189613 scopus 로고    scopus 로고
    • Experimental seasonal dynamical forecasts of tropical cyclone activity at IRI
    • S.J. Camargo and A.G. Barnston. Experimental seasonal dynamical forecasts of tropical cyclone activity at IRI. Wea. Forecasting, 24: 472-491, 2009.
    • (2009) Wea. Forecasting , vol.24 , pp. 472-491
    • Camargo, S.J.1    Barnston, A.G.2
  • 9
    • 72749109881 scopus 로고    scopus 로고
    • Clustering of eastern North Pacific tropical cyclone tracks: ENSO and MJO effects
    • S.J. Camargo, A.W. Robertson, A.G. Barnston, and M. Ghil. Clustering of eastern North Pacific tropical cyclone tracks: ENSO and MJO effects. Geochem. Geophys. and Geosys., 9:Q06V05, 2008. doi:10.1029/2007GC001861.
    • (2008) Geochem. Geophys. and Geosy , vol.9
    • Camargo, S.J.1    Robertson, A.W.2    Barnston, A.G.3    Ghil, M.4
  • 10
    • 0022843406 scopus 로고
    • Experimental forecasts of El Niño
    • M.A. Cane, S.E. Zebiak, and S.C. Dolan. Experimental forecasts of El Niño. Nature, 321: 827-832, 1986.
    • (1986) Nature , vol.321 , pp. 827-832
    • Cane, M.A.1    Zebiak, S.E.2    Dolan, S.C.3
  • 11
    • 84926078662 scopus 로고    scopus 로고
    • Prediction, Learning and Games
    • Cambridge (UK) and New York: Cambridge University Press
    • N. Cesa-Bianchi and G. Lugosi. Prediction, Learning and Games. Cambridge (UK) and New York: Cambridge University Press, 2006.
    • (2006)
    • Bianchi-Cesa, N.1    Lugosi, G.2
  • 13
    • 64049115360 scopus 로고    scopus 로고
    • A surrogate ensemble study of climate reconstruction methods: Stochasticity and robustness
    • B. Christiansen, T. Schmith, and P. Thejll. A surrogate ensemble study of climate reconstruction methods: Stochasticity and robustness. J. Climate, 22(4): 951-976, 2009.
    • (2009) J. Climate , vol.22 , Issue.4 , pp. 951-976
    • Christiansen, B.1    Schmith, T.2    Thejll, P.3
  • 14
    • 85052436494 scopus 로고    scopus 로고
    • Climate Informatics wiki: http://sites.google.com/site/ 1stclimateinformatics/
  • 15
    • 33847126157 scopus 로고    scopus 로고
    • North American drought: Reconstructions, causes, and consequences
    • E.R. Cook, R. Seager, M.A. Cane, and D.W. Stahle. North American drought: Reconstructions, causes, and consequences. Earth Science Reviews, 81: 93-134, 2007.
    • (2007) Earth Science Reviews , vol.81 , pp. 93-134
    • Cook, E.R.1    Seager, R.2    Cane, M.A.3    Stahle, D.W.4
  • 16
    • 79955446270 scopus 로고    scopus 로고
    • The ERA-Interim reanalysis: Configuration and performance of the data assimilation system
    • D.P. Dee, S.M. Uppala, A.J. Simmons, et al. The ERA-Interim reanalysis: Configuration and performance of the data assimilation system. Quart. J. Roy. Meteorol. Soc., 137: 553-597, 2011.
    • (2011) Quart. J. Roy. Meteorol. Soc , vol.137 , pp. 553-597
    • Dee, D.P.1    Uppala, S.M.2    Simmons, A.J.3
  • 17
    • 69849089041 scopus 로고    scopus 로고
    • Average Predictability Time: Part I. Theory
    • T. DelSole and M.K. Tippett. Average Predictability Time: Part I. Theory. J. Atmos. Sci., 66: 1188-1204, 2009.
    • (2009) J. Atmos. Sci , vol.66 , pp. 1188-1204
    • DelSole, T.1    Tippett, M.K.2
  • 18
    • 79953800936 scopus 로고    scopus 로고
    • A significant component of unforced multidecadal variability in the recent acceleration of global warming
    • T. DelSole, M.K. Tippett, and J. Shukla. A significant component of unforced multidecadal variability in the recent acceleration of global warming. J. Climate, 24: 909-926, 2011.
    • (2011) J. Climate , vol.24 , pp. 909-926
    • DelSole, T.1    Tippett, M.K.2    Shukla, J.3
  • 20
    • 68249161986 scopus 로고    scopus 로고
    • Understanding the earth as a complex system-Recent advances in data analysis and modeling in earth sciences
    • R. Donner, S. Barbosa, J. Kurths, and N. Marwan. Understanding the earth as a complex system-Recent advances in data analysis and modeling in earth sciences. Eur. Phys. J. Special Topics, 174: 1-9, 2009.
    • (2009) Eur. Phys. J. Special Topics , vol.174 , pp. 1-9
    • Donner, R.1    Barbosa, S.2    Kurths, J.3    Marwan, N.4
  • 21
    • 0036092579 scopus 로고    scopus 로고
    • Pacific sea surface temperature field reconstruction from coral d18O data using reduced space objective analysi
    • M.N. Evans, A. Kaplan, and M.A. Cane. Pacific sea surface temperature field reconstruction from coral d18O data using reduced space objective analysis. Paleoceanography, 17: 7, 10.1029/2000PA000590, 2002.
    • (2002) Paleoceanography , vol.17 , Issue.7
    • Evans, M.N.1    Kaplan, A.2    Cane, M.A.3
  • 23
    • 0142167479 scopus 로고    scopus 로고
    • Regime shifts in the Sahara and Sahel: Interactions between ecological and climatic systems in Northern Africa
    • J.A. Foley, M.T. Coe, M. Scheffer, and G. Wang. Regime shifts in the Sahara and Sahel: Interactions between ecological and climatic systems in Northern Africa. Ecosystems, 6: 524-532, 2003.
    • (2003) Ecosystems , vol.6 , pp. 524-532
    • Foley, J.A.1    Coe, M.T.2    Scheffer, M.3    Wang, G.4
  • 24
    • 71949102553 scopus 로고    scopus 로고
    • Comment on "Heat capacity time constant and sensitivity of Earth's climate system
    • G. Foster, J.D. Annan, G.A. Schmidt, and M.E. Mann. Comment on "Heat capacity, time constant, and sensitivity of Earth's climate system" by S.E. Schwartz. J. Geophys. Res., 113, D15102, 2008.
    • (2008) S.E. Schwartz. J. Geophys. Res. , vol.113 , pp. D15102
    • Foster, G.1    Annan, J.D.2    Schmidt, G.A.3    Mann, M.E.4
  • 25
    • 77953694851 scopus 로고    scopus 로고
    • A note on the group lasso and a sparse group lasso
    • Preprint
    • J. Friedman, T. Hastie, and R. Tibshirani. A note on the group lasso and a sparse group lasso. Preprint, 2010.
    • (2010)
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 28
    • 45149133398 scopus 로고    scopus 로고
    • Developing regional climate change scenarios for use in assessment of effects on human health and disease
    • F. Giorgi and N. Diffenbaugh. Developing regional climate change scenarios for use in assessment of effects on human health and disease. Clim. Res., 36: 141-151, 2008.
    • (2008) Clim. Res , vol.36 , pp. 141-151
    • Giorgi, F.1    Diffenbaugh, N.2
  • 29
    • 0004236492 scopus 로고    scopus 로고
    • third edition. The Johns Hopkins University Press, Washington, D.C
    • G.H. Golub and C.F. Van Loan. Matrix Computations, third edition. The Johns Hopkins University Press, Washington, D.C., 1996.
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 30
    • 33644631993 scopus 로고    scopus 로고
    • Simulation and inversion of borehole temperature profiles in surrogate climates: Spatial distribution and surface coupling
    • J.F. González-Rouco, H. Beltrami, E. Zorita, and H. Von Storch. Simulation and inversion of borehole temperature profiles in surrogate climates: Spatial distribution and surface coupling. Geophys. Res. Lett., 33(1): L01703, DOI:10.1029/2005GL024693.2006.
    • Geophys. Res. Lett , vol.33 , Issue.1 , pp. L01703
    • González-Rouco, J.F.1    Beltrami, H.2    Zorita, E.3    Von Storch, H.4
  • 31
    • 0021544433 scopus 로고
    • Atlantic seasonal hurricane frequency. Part I: El-Nin~o and 30-MB quasi-biennial oscillation influences
    • W.M. Gray. Atlantic seasonal hurricane frequency. Part I: El-Nin~o and 30-MB quasi-biennial oscillation influences. Mon. Wea. Rev., 112: 1649-1688, 1984.
    • (1984) Mon. Wea. Rev , vol.112 , pp. 1649-1688
    • Gray, W.M.1
  • 32
    • 79952501586 scopus 로고    scopus 로고
    • Downscaling forecasts of Indian monsoon rainfall using a nonhomogeneous hidden Markov model
    • A.M. Greene, A.W. Robertson, P. Smyth, and S. Triglia. Downscaling forecasts of Indian monsoon rainfall using a nonhomogeneous hidden Markov model. Quart. J. Royal Meteor. Soc., 137: 347-359, 2011.
    • (2011) Quart. J. Royal Meteor. Soc , vol.137 , pp. 347-359
    • Greene, A.M.1    Robertson, A.W.2    Smyth, P.3    Triglia, S.4
  • 33
    • 78649286836 scopus 로고    scopus 로고
    • Global surface temperature change
    • J. Hansen, R. Ruedy, M. Sato, and K. Lo. Global surface temperature change. Rev. Geophys., 48: RG4004, 2010.
    • (2010) Rev. Geophys , vol.48 , pp. RG4004
    • Hansen, J.1    Ruedy, R.2    Sato, M.3    Lo, K.4
  • 34
    • 0003684449 scopus 로고    scopus 로고
    • The Elements of Statistical Learning: Data Mining
    • Inference, and Prediction. Springer, New York
    • T. Hastie, R. Tibshirani, and J. Friedman. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, New York, 2001.
    • (2001)
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 35
    • 33847366663 scopus 로고    scopus 로고
    • Detection of human influence on a new, validated 1500-year temperature reconstruction
    • G.C. Hegerl, T.J. Crowley, M. Allen, et al. Detection of human influence on a new, validated 1500-year temperature reconstruction. J. Climate, 20: 650-666, 2007.
    • (2007) J. Climate , vol.20 , pp. 650-666
    • Hegerl, G.C.1    Crowley, T.J.2    Allen, M.3
  • 36
    • 36549047247 scopus 로고    scopus 로고
    • Understanding and attributing climate change
    • Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, S. Solomon, et al. (Eds.), Cambridge University Press, Cambridge (UK) and New York
    • G.C. Hegerl, F.W. Zwiers, P. Braconnot, et al. Understanding and attributing climate change. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, S. Solomon, et al. (Eds.), Cambridge University Press, Cambridge (UK) and New York, 2007.
    • (2007) Climate Change 2007: The Physical Science Basis
    • Hegerl, G.C.1    Zwiers, F.W.2    Braconnot, P.3
  • 37
    • 33746445500 scopus 로고    scopus 로고
    • Detection and attribution of twentieth-century Northern and Southern African rainfall change
    • August
    • M. Hoerling, J. Hurrell, J. Eischeid, and A. Phillips. Detection and attribution of twentieth-century Northern and Southern African rainfall change. J. Climate, 19(16): 3989-4008, August 2006.
    • (2006) J. Climate , vol.19 , Issue.16 , pp. 3989-4008
    • Hoerling, M.1    Hurrell, J.2    Eischeid, J.3    Phillips, A.4
  • 38
    • 80052049250 scopus 로고    scopus 로고
    • Civil conflicts are associated with the global climate
    • S.M. Hsiang, K.C. Meng, and M.A. Cane. Civil conflicts are associated with the global climate. Nature, 476: 438-441, 2011.
    • (2011) Nature , vol.476 , pp. 438-441
    • Hsiang, S.M.1    Meng, K.C.2    Cane, M.A.3
  • 39
    • 20444475291 scopus 로고    scopus 로고
    • Detecting and attributing external influences on the climate system: A review of recent advances
    • IDAG (International ad hoc Detection and Attribution Group). Detecting and attributing external influences on the climate system: A review of recent advances. J. Clim., 18: 1291-1314, 2005.
    • (2005) J. Clim , vol.18 , pp. 1291-1314
  • 40
    • 79959365898 scopus 로고    scopus 로고
    • Expert Meeting on Assessing and Combining Multi Model Climate Projections: Good Practice Guidance Paper on Assessing and Combining Multi Model Climate Projections
    • R. Knutti, et al.
    • IPCC (Intergovernmental Panel on Climate Change). Expert Meeting on Assessing and Combining Multi Model Climate Projections: Good Practice Guidance Paper on Assessing and Combining Multi Model Climate Projections, R. Knutti, et al., 2010.
    • (2010)
  • 41
    • 61849138462 scopus 로고    scopus 로고
    • High-resolution palaeoclimatology of the last millennium: A review of current status and future prospects
    • P.D. Jones, K.R. Briffa, T.J. Osborn, et al. High-resolution palaeoclimatology of the last millennium: A review of current status and future prospects. The Holocene, 19: 3-49, 2009.
    • (2009) The Holocene , vol.19 , pp. 3-49
    • Jones, P.D.1    Briffa, K.R.2    Osborn, T.J.3
  • 43
    • 84872421197 scopus 로고    scopus 로고
    • Data guided discovery of dynamic dipoles
    • In Proceedings of the NASA Conference on Intelligent Data Understanding
    • J. Kawale, S. Liess, A. Kumar, et al. Data guided discovery of dynamic dipoles. In Proceedings of the NASA Conference on Intelligent Data Understanding, 2011.
    • (2011)
    • Kawale, J.1    Liess, S.2    Kumar, A.3
  • 44
    • 43049138035 scopus 로고    scopus 로고
    • Advancing decadal-scale climate prediction in the North Atlantic Sector
    • N.S. Keenlyside, M. Latif, J. Jungclaus, L. Kornblueh, and E. Roeckner. Advancing decadal-scale climate prediction in the North Atlantic Sector. Nature, 453: 84-88, 2008.
    • (2008) Nature , vol.453 , pp. 84-88
    • Keenlyside, N.S.1    Latif, M.2    Jungclaus, J.3    Kornblueh, L.4    Roeckner, E.5
  • 46
    • 33645822120 scopus 로고    scopus 로고
    • Constraining climate sensitivity from the seasonal cycle in surface temperature
    • R. Knutti, G.A. Meehl, M.R. Allen, and D.A. Stainforth. Constraining climate sensitivity from the seasonal cycle in surface temperature. J. Clim., 19: 4224-4233, 2006.
    • (2006) J. Clim , vol.19 , pp. 4224-4233
    • Knutti, R.1    Meehl, G.A.2    Allen, M.R.3    Stainforth, D.A.4
  • 48
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Y. Koren, R.M. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. IEEE Computer, 42(8): 30-37, 2009.
    • (2009) IEEE Computer , vol.42 , Issue.8 , pp. 30-37
    • Koren, Y.1    Bell, R.M.2    Volinsky, C.3
  • 50
    • 33645994778 scopus 로고    scopus 로고
    • Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction
    • V.M. Krasnopolsky and M.S. Fox-Rabinovitz. Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction. Neural Networks, 19(2): 122-134, 2006.
    • (2006) Neural Networks , vol.19 , Issue.2 , pp. 122-134
    • Krasnopolsky, V.M.1    Fox-Rabinovitz, M.S.2
  • 51
    • 45849137150 scopus 로고    scopus 로고
    • Evaluation of proxy-based millennial reconstruction methods
    • T.C.K. Lee, F.W. Zwiers, and M. Tsao. Evaluation of proxy-based millennial reconstruction methods. Climate Dyn., 31: 263-281, 2008.
    • (2008) Climate Dyn , vol.31 , pp. 263-281
    • Lee, T.C.K.1    Zwiers, F.W.2    Tsao, M.3
  • 52
    • 78649432549 scopus 로고    scopus 로고
    • The value of multiproxy recon-struction of past climate
    • B. Li, D.W. Nychka, and C.M. Ammann. The value of multiproxy recon-struction of past climate. J. Am. Stat. Assoc., 105: 883-895, 2010.
    • (2010) J. Am. Stat. Assoc , vol.105 , pp. 883-895
    • Li, B.1    Nychka, D.W.2    Ammann, C.M.3
  • 53
    • 70350022789 scopus 로고    scopus 로고
    • Statistical prediction of ENSO from subsurface sea temperature using a nonlinear dimensionality reduction
    • C.H.R. Lima, U. Lall, T. Jebara, and A.G. Barnston. Statistical prediction of ENSO from subsurface sea temperature using a nonlinear dimensionality reduction. J. Climate, 22: 4501-4519, 2009.
    • (2009) J. Climate , vol.22 , pp. 4501-4519
    • Lima, C.H.R.1    Lall, U.2    Jebara, T.3    Barnston, A.G.4
  • 54
    • 84898984833 scopus 로고    scopus 로고
    • Semi-supervised learning with penalized probabilistic clustering
    • MIT Press, Cambridge, MA
    • Z. Lu and T.K. Leen. Semi-supervised learning with penalized probabilistic clustering. In Advances of Neural Information Processing System, MIT Press, Cambridge, MA, 2005.
    • (2005) In Advances of Neural Information Processing System
    • Lu, Z.1    Leen, T.K.2
  • 55
    • 0033559944 scopus 로고    scopus 로고
    • Northern hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations
    • M.E. Mann, R.S. Bradley, and M.K. Hughes. Northern hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations. Geophys. Res. Lett., 26: 759-762, 1999.
    • (1999) Geophys. Res. Lett , vol.26 , pp. 759-762
    • Mann, M.E.1    Bradley, R.S.2    Hughes, M.K.3
  • 56
    • 28244495086 scopus 로고    scopus 로고
    • Testing the fidelity of methods used in proxy-based reconstructions of past climate
    • M.E. Mann, S. Rutherford, E. Wahl, and C. Ammann. Testing the fidelity of methods used in proxy-based reconstructions of past climate. J. Climate, 18: 4097-4107, 2005.
    • (2005) J. Climate , vol.18 , pp. 4097-4107
    • Mann, M.E.1    Rutherford, S.2    Wahl, E.3    Ammann, C.4
  • 57
    • 34547781305 scopus 로고    scopus 로고
    • Robustness of proxy-based climate field reconstruction methods
    • M.E. Mann, S. Rutherford, E. Wahl, and C. Ammann. Robustness of proxy-based climate field reconstruction methods. J. Geophys. Res., 112(D12109), 2007.
    • (2007) J. Geophys. Res , vol.112 , Issue.D12109
    • Mann, M.E.1    Rutherford, S.2    Wahl, E.3    Ammann, C.4
  • 58
    • 51649128063 scopus 로고    scopus 로고
    • Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia
    • M.E. Mann, Z. Zhang, M.K. Hughes, et al. Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia. Proc. Nat. Acad. Sci. USA, 105: 13252-13257, 2008.
    • (2008) Proc. Nat. Acad. Sci. USA , vol.105 , pp. 13252-13257
    • Mann, M.E.1    Zhang, Z.2    Hughes, M.K.3
  • 59
    • 70849102291 scopus 로고    scopus 로고
    • Global signatures and dynamical origins of the Little Ice Age and Medieval Climate Anomaly
    • M.E. Mann, Z. Zhang, S. Rutherford, et al. Global signatures and dynamical origins of the Little Ice Age and Medieval Climate Anomaly. Science, 326: 1256-1260, 2009.
    • (2009) Science , vol.326 , pp. 1256-1260
    • Mann, M.E.1    Zhang, Z.2    Rutherford, S.3
  • 60
    • 77951978217 scopus 로고    scopus 로고
    • A regional climate change assessment program for North America
    • L.O. Mearns, W.J. Gutowski, R. Jones, et al. A regional climate change assessment program for North America. EOS, 90: 311-312, 2009.
    • (2009) EOS , vol.90 , pp. 311-312
    • Mearns, L.O.1    Gutowski, W.J.2    Jones, R.3
  • 62
    • 77953797253 scopus 로고    scopus 로고
    • On the reliability of the U.S. surface temperature record
    • M.J. Menne, C.N. Williams Jr., and M.A. Palecki. On the reliability of the U.S. surface temperature record. J. Geophys. Res., 115: D11108, 2010.
    • (2010) J. Geophys. Res , vol.115
    • Menne, M.J.1    Williams, C.N.2    Palecki, M.A.3
  • 64
    • 34547191081 scopus 로고    scopus 로고
    • A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles
    • J.M. Murphy, B.B. Booth, M. Collins, et al. A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles. Phil. Trans. Roy. Soc. A, 365: 2053-2075, 2007.
    • (2007) Phil. Trans. Roy. Soc. A , vol.365 , pp. 2053-2075
    • Murphy, J.M.1    Booth, B.B.2    Collins, M.3
  • 65
  • 66
    • 80055054202 scopus 로고    scopus 로고
    • A unified framework for high-dimensional analysis of m-estimators with decomposable regularizers
    • Arxiv, 2010.
    • S. Negahban, P. Ravikumar, M.J. Wainwright, and B. Yu. A unified framework for high-dimensional analysis of m-estimators with decomposable regularizers. Arxiv, 2010. http://arxiv.org/abs/ 1010.2731v1.
    • Negahban, S.1    Ravikumar, P.2    Wainwright, M.J.3    Yu, B.4
  • 67
  • 70
    • 77951167674 scopus 로고    scopus 로고
    • Message-passing for graph-structured linear programs: Proximal projections, convergence and rounding schemes
    • P. Ravikumar, A. Agarwal, and M.J. Wainwright. Message-passing for graph-structured linear programs: Proximal projections, convergence and rounding schemes. J. Machine Learning Res., 11: 1043-1080, 2010.
    • (2010) J. Machine Learning Res , vol.11 , pp. 1043-1080
    • Ravikumar, P.1    Agarwal, A.2    Wainwright, M.J.3
  • 71
    • 85052445684 scopus 로고    scopus 로고
    • Ice-core reconstructions of West Antarctic Sea-Ice variability: A neural network perspective
    • D.B. Reusch. Ice-core reconstructions of West Antarctic Sea-Ice variability: A neural network perspective. Fall Meeting of the American Geophysical Union, 2010.
    • (2010) Fall Meeting of the American Geophysical Union
    • Reusch, D.B.1
  • 72
    • 0000335197 scopus 로고
    • Global and regional scale precipitation patterns associated with the El Niño/Southern Oscillation
    • C.F Ropelewski and M.S. Halpert. Global and regional scale precipitation patterns associated with the El Niño/Southern Oscillation. Mon. Wea. Rev., 115: 1606-1626, 1987.
    • (1987) Mon. Wea. Rev , vol.115 , pp. 1606-1626
    • Ropelewski, C.F.1    Halpert, M.S.2
  • 75
    • 0032841384 scopus 로고    scopus 로고
    • Error analysis of paleosalinity calculations
    • G.A. Schmidt. Error analysis of paleosalinity calculations. Paleoceanography, 14: 422-429, 1999.
    • (1999) Paleoceanography , vol.14 , pp. 422-429
    • Schmidt, G.A.1
  • 76
    • 34547627832 scopus 로고    scopus 로고
    • Water isotope expressions of intrinsic and forced variability in a coupled ocean-atmosphere model
    • G.A. Schmidt, A. LeGrande, and G. Hoffmann. Water isotope expressions of intrinsic and forced variability in a coupled ocean-atmosphere model. J. Geophys. Res., 112, D10103, 2007.
    • (2007) J. Geophys. Res., , vol.112 , pp. D10103
    • Schmidt, G.A.1    LeGrande, A.2    Hoffmann, G.3
  • 77
    • 0035284320 scopus 로고    scopus 로고
    • Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values
    • T. Schneider. Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values. J. Climate, 14: 853-871, 2001.
    • (2001) J. Climate , vol.14 , pp. 853-871
    • Schneider, T.1
  • 79
    • 85052450107 scopus 로고    scopus 로고
    • Hypothesis testing for validation and certification
    • submitted).
    • C. Scovel and I. Steinwart. Hypothesis testing for validation and certification. J. Complexity, 2010 (submitted).
    • (2010) J. Complexity
    • Scovel, C.1    Steinwart, I.2
  • 80
    • 41549089117 scopus 로고    scopus 로고
    • A tutorial on conformal prediction
    • G. Shafer and V. Vovk. A tutorial on conformal prediction. J. Mach. Learn. Res., 9: 371-421, 2008.
    • (2008) J. Mach. Learn. Res , vol.9 , pp. 371-421
    • Shafer, G.1    Vovk, V.2
  • 81
    • 0019753077 scopus 로고
    • Dynamical predictability of monthly means
    • J. Shukla. Dynamical predictability of monthly means. Mon. Wea. Rev., 38: 2547-2572, 1981.
    • (1981) Mon. Wea. Rev , vol.38 , pp. 2547-2572
    • Shukla, J.1
  • 82
    • 0032561498 scopus 로고    scopus 로고
    • Predictability in the midst of chaos: A scientific basis for climate forecasting
    • J. Shukla. Predictability in the midst of chaos: A scientific basis for climate forecasting. Science, 282: 728-731, 1998.
    • (1998) Science , vol.282 , pp. 728-731
    • Shukla, J.1
  • 83
    • 85031236238 scopus 로고    scopus 로고
    • A Priori Knowledge from Non-Examples
    • Diplomarbeit (thesis), Universität Tübingen, Germany
    • F.H. Sinz. A Priori Knowledge from Non-Examples. Diplomarbeit (thesis), Universität Tübingen, Germany, 2007.
    • (2007)
    • Sinz, F.H.1
  • 85
    • 85052435149 scopus 로고    scopus 로고
    • Climate models as a test bed for climate reconstruction methods: Pseudoproxy experiments
    • Wiley Interdisciplinary Reviews Climate Change, in revision, 2011.
    • J.E. Smerdon. Climate models as a test bed for climate reconstruction methods: Pseudoproxy experiments. Wiley Interdisciplinary Reviews Climate Change, in revision, 2011.
    • Smerdon, J.E.1
  • 86
    • 37349027956 scopus 로고    scopus 로고
    • Comment on "Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate": The Role of the Standardization Interval
    • J.E. Smerdon and A. Kaplan. Comment on "Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate": The Role of the Standardization Interval. J. Climate, 20(22): 5666-5670, 2007.
    • (2007) J. Climate , vol.20 , Issue.22 , pp. 5666-5670
    • Smerdon, J.E.1    Kaplan, A.2
  • 87
    • 77958140914 scopus 로고    scopus 로고
    • Erroneous model field representations in multiple pseudoproxy studies: Corrections and implications
    • J.E. Smerdon, A. Kaplan, and D.E. Amrhein. Erroneous model field representations in multiple pseudoproxy studies: Corrections and implications. J. Climate, 23: 5548-5554, 2010.
    • (2010) J. Climate , vol.23 , pp. 5548-5554
    • Smerdon, J.E.1    Kaplan, A.2    Amrhein, D.E.3
  • 88
    • 79955017843 scopus 로고    scopus 로고
    • A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium
    • J.E. Smerdon, A. Kaplan, D. Chang, and M.N. Evans. A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium. J. Climate, 24: 1284-1309, 2011.
    • (2011) J. Climate , vol.24 , pp. 1284-1309
    • Smerdon, J.E.1    Kaplan, A.2    Chang, D.3    Evans, M.N.4
  • 90
    • 34547903564 scopus 로고    scopus 로고
    • Improved surface temperature prediction for the coming decade from a global climate model
    • D.M. Smith, S. Cusack, A.W. Colman, et al. Improved surface temperature prediction for the coming decade from a global climate model. Science, 317: 769-799, 2007.
    • (2007) Science , vol.317 , pp. 769-799
    • Smith, D.M.1    Cusack, S.2    Colman, A.W.3
  • 91
    • 0033569091 scopus 로고    scopus 로고
    • Unsupervised segmentation of ERS and Radarsat sea ice images using multiresolution peak detection and aggregated population equalization
    • L.-K. Soh and C. Tsatsoulis. Unsupervised segmentation of ERS and Radarsat sea ice images using multiresolution peak detection and aggregated population equalization. Int. J. Remote S., 20: 3087-3109, 1999.
    • (1999) Int. J. Remote S , vol.20 , pp. 3087-3109
    • Soh, L.-K.1    Tsatsoulis, C.2
  • 92
  • 96
    • 85052450107 scopus 로고    scopus 로고
    • Hypothesis testing for validation and certification
    • submitted).
    • C. Scovel and I. Steinwart. Hypothesis testing for validation and certification. J. Complexity, 2010 (submitted).
    • (2010) J. Complexity
    • Scovel, C.1    Steinwart, I.2
  • 97
    • 41549089117 scopus 로고    scopus 로고
    • A tutorial on conformal prediction
    • G. Shafer and V. Vovk. A tutorial on conformal prediction. J. Mach. Learn. Res., 9: 371-421, 2008.
    • (2008) J. Mach. Learn. Res , vol.9 , pp. 371-421
    • Shafer, G.1    Vovk, V.2
  • 98
    • 0019753077 scopus 로고
    • Dynamical predictability of monthly means
    • J. Shukla. Dynamical predictability of monthly means. Mon. Wea. Rev., 38: 2547-2572, 1981.
    • (1981) Mon. Wea. Re , vol.38 , pp. 2547-2572
    • Shukla, J.1
  • 99
    • 0032561498 scopus 로고    scopus 로고
    • Predictability in the midst of chaos: A scientific basis for climate forecasting
    • J. Shukla. Predictability in the midst of chaos: A scientific basis for climate forecasting. Science, 282: 728-731, 1998.
    • (1998) Science , vol.282 , pp. 728-731
    • Shukla, J.1
  • 100
    • 85031236238 scopus 로고    scopus 로고
    • A Priori Knowledge from Non-Examples
    • Diplomarbeit (thesis), Universität Tübingen, Germany
    • F.H. Sinz. A Priori Knowledge from Non-Examples. Diplomarbeit (thesis), Universität Tübingen, Germany, 2007.
    • (2007)
    • Sinz, F.H.1
  • 103
    • 37349027956 scopus 로고    scopus 로고
    • Comment on "Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate": The Role of the Standardization Interval
    • J.E. Smerdon and A. Kaplan. Comment on "Testing the Fidelity of Methods Used in Proxy-Based Reconstructions of Past Climate": The Role of the Standardization Interval. J. Climate, 20(22): 5666-5670, 2007.
    • (2007) J. Climate , vol.20 , Issue.22 , pp. 5666-5670
    • Smerdon, J.E.1    Kaplan, A.2
  • 104
    • 77958140914 scopus 로고    scopus 로고
    • Erroneous model field representations in multiple pseudoproxy studies: Corrections and implications
    • J.E. Smerdon, A. Kaplan, and D.E. Amrhein. Erroneous model field representations in multiple pseudoproxy studies: Corrections and implications. J. Climate, 23: 5548-5554, 2010.
    • (2010) J. Climate , vol.23 , pp. 5548-5554
    • Smerdon, J.E.1    Kaplan, A.2    Amrhein, D.E.3
  • 105
    • 79955017843 scopus 로고    scopus 로고
    • A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium
    • J.E. Smerdon, A. Kaplan, D. Chang, and M.N. Evans. A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium. J. Climate, 24: 1284-1309, 2011.
    • (2011) J. Climate , vol.24 , pp. 1284-1309
    • Smerdon, J.E.1    Kaplan, A.2    Chang, D.3    Evans, M.N.4
  • 107
    • 34547903564 scopus 로고    scopus 로고
    • Improved surface temperature prediction for the coming decade from a global climate model
    • D.M. Smith, S. Cusack, A.W. Colman, et al. Improved surface temperature prediction for the coming decade from a global climate model. Science, 317: 769-799, 2007.
    • (2007) Science , vol.317 , pp. 769-799
    • Smith, D.M.1    Cusack, S.2    Colman, A.W.3
  • 108
    • 0033569091 scopus 로고    scopus 로고
    • Unsupervised segmentation of ERS and Radarsat sea ice images using multiresolution peak detection and aggregated population equalization
    • L.-K. Soh and C. Tsatsoulis. Unsupervised segmentation of ERS and Radarsat sea ice images using multiresolution peak detection and aggregated population equalization. Int. J. Remote S., 20: 3087-3109, 1999.
    • (1999) Int. J. Remote S , vol.20 , pp. 3087-3109
    • Soh, L.-K.1    Tsatsoulis, C.2
  • 109
  • 112
    • 84860390537 scopus 로고    scopus 로고
    • Using data assimilation to study extratropical northern hemisphere climate over the last millennium
    • M. Widmann, H. Goosse, G. van der Schrier, R. Schnur, and J. Barkmeijer. Using data assimilation to study extratropical northern hemisphere climate over the last millennium. Clim. Past, 6: 627-644, 2010.
    • (2010) Clim. Past , vol.6 , pp. 627-644
    • Widmann, M.1    Goosse, H.2    van der Schrier, G.3    Schnur, R.4    Barkmeijer, J.5
  • 113
    • 0032466974 scopus 로고    scopus 로고
    • Years of drought variability in the central United States
    • C.A. Woodhouse and J.T. Overpeck. 2000 years of drought variability in the central United States. Bull. Am. Meteorologic. Soc., 79: 2693-2714, 1998.
    • (2000) Bull. Am. Meteorologic. Soc , vol.79 , pp. 2693-2714
    • Woodhouse, C.A.1    Overpeck, J.T.2
  • 114
    • 77957174270 scopus 로고    scopus 로고
    • ICOADS Release 2.5: Extensions and enhancements to the surface marine meteorological archive
    • S.D. Woodruff, S.J. Worley, S.J. Lubker, et al. ICOADS Release 2.5: Extensions and enhancements to the surface marine meteorological archive. J. Geophys. Res., 31: 951-967, 2011.
    • (2011) J. Geophys. Res , vol.31 , pp. 951-967
    • Woodruff, S.D.1    Worley, S.J.2    Lubker, S.J.3
  • 115
    • 77956066505 scopus 로고    scopus 로고
    • Ensemble forecast of Indo-Pacific SST based on IPCC twentieth-century climate simulations
    • Qiaoyan Wu and Dake Chen. Ensemble forecast of Indo-Pacific SST based on IPCC twentieth-century climate simulations. Geophys. Res. Lett., 37: 2010.
    • (2010) Geophys. Res. Lett , vol.37
    • Wu, Q.1    Chen, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.