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Volumn 8, Issue 4, 2014, Pages 1966-2001

Reconstructing past temperatures from natural proxies and estimated climate forcings using short-and long-memory models

Author keywords

External forcings; Long memory; Proxies; Temperature reconstruction

Indexed keywords


EID: 84919438815     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/14-AOAS785     Document Type: Article
Times cited : (34)

References (93)
  • 1
    • 34247249290 scopus 로고    scopus 로고
    • Solar influence on climate during the past millennium: Results from transient simulations with the NCAR climate system model
    • AMMANN, C. M., JOOS, F., SCHIMEL, D. S., Otto-Bliesner B. L. and TOMAS, R. A. (2007). Solar influence on climate during the past millennium: Results from transient simulations with the NCAR climate system model. Proc. Natl. Acad. Sci. USA 104 3713-3718.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , pp. 3713-3718
    • Ammann, C.M.1    Joos, F.2    Schimel, D.S.3    Otto-Bliesner, B.L.4    Tomas, R.A.5
  • 3
    • 16644368291 scopus 로고    scopus 로고
    • Stochastic modelling of temperature variations with a view towards weather derivatives
    • BENTH, F. E. and ŠALTYT ˙E-BENTH, J. (2005). Stochastic modelling of temperature variations with a view towards weather derivatives. Appl. Math. Finance 12 53-85.
    • (2005) Appl. Math. Finance , vol.12 , pp. 53-85
    • Benth, F.E.1    Šaltyt, B.2
  • 4
    • 0000532842 scopus 로고
    • A goodness-of-fit test for time series with long range dependence
    • MR1185220
    • BERAN, J. (1992). A goodness-of-fit test for time series with long range dependence. J. Roy. Statist. Soc. Ser. B 54 749-760. MR1185220
    • (1992) J. Roy. Statist. Soc. Ser. B 54 749-760
    • Beran, J.1
  • 6
    • 0034484835 scopus 로고    scopus 로고
    • Long-lead prediction of pacific SSTs via Bayesian dynamic modeling
    • BERLINER, L. M., WIKLE, C. K. and CRESSIE, N. (2000). Long-lead prediction of pacific SSTs via Bayesian dynamic modeling. J. Climate 13 3953-3968.
    • (2000) J. Climate , vol.13 , pp. 3953-3968
    • Berliner, L.M.1    Wikle, C.K.2    Cressie, N.3
  • 8
    • 0032482418 scopus 로고    scopus 로고
    • Influence of volcanic eruptions on Northern Hemisphere summer temperature over the past 600 years
    • BRIFFA, K. R., JONES, P. D., SCHWEINGRUBER, F. H. and OSBORN, T. J. (1998). Influence of volcanic eruptions on Northern Hemisphere summer temperature over the past 600 years. Nature 393450-455.
    • (1998) Nature , vol.450-455
    • Briffa, K.R.1    Jones, P.D.2    Schweingruber, F.H.3    Osborn, T.J.4
  • 9
    • 85008814939 scopus 로고    scopus 로고
    • Dynamical pricing of weather derivatives
    • MR1913206
    • BRODY, D. C., SYROKA, J. and ZERVOS, M. (2002). Dynamical pricing of weather derivatives. Quant. Finance 2 189-198. MR1913206
    • (2002) Quant. Finance , vol.2 , pp. 189-198
    • Brody, D.C.1    Syroka, J.2    Zervos, M.3
  • 10
    • 33750606092 scopus 로고    scopus 로고
    • Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850
    • D12106+
    • BROHAN, P., KENNEDY, J. J., HARRIS, I., TETT, S. F. B. and JONES, P. D. (2006). Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850. J. Geo-phys. Res. 111 D12106+.
    • (2006) J. Geo-phys. Res , vol.111
    • Brohan, P.1    Kennedy, J.J.2    Harris, I.3    Tett, S.F.B.4    Jones, P.D.5
  • 11
    • 0032273615 scopus 로고    scopus 로고
    • General methods for monitoring convergence of iterative simulations
    • MR1665662
    • BROOKS, S. P. and GELMAN, A. (1998). General methods for monitoring convergence of iterative simulations. J. Comput. Graph. Statist. 7 434-455. MR1665662
    • (1998) J. Comput. Graph. Statist , vol.7 , pp. 434-455
    • Brooks, S.P.1    Gelman, A.2
  • 12
    • 0043096621 scopus 로고    scopus 로고
    • Assessing convergence of Markov chain Monte Carlo algorithms
    • BROOKS, S. P. and ROBERTS, G. O. (1997). Assessing convergence of Markov chain Monte Carlo algorithms. Statist. Comput. 8 319-335.
    • (1997) Statist. Comput , vol.8 , pp. 319-335
    • Brooks, S.P.1    Roberts, G.O.2
  • 13
    • 79953767542 scopus 로고    scopus 로고
    • Reconstructing the NH mean temperature: Can underestimation of trends and variability be avoided
    • CHRISTIANSEN, B. (2011). Reconstructing the NH mean temperature: Can underestimation of trends and variability be avoided? J. Climate 24 674-692.
    • (2011) J. Climate , vol.24 , pp. 674-692
    • Christiansen, B.1
  • 14
    • 64049115360 scopus 로고    scopus 로고
    • A surrogate ensemble study of climate reconstruction methods: Stochasticity and robustness
    • CHRISTIANSEN, B., SCHMITH, T. and THEJLL, P. (2009). A surrogate ensemble study of climate reconstruction methods: Stochasticity and robustness. J. Climate 22 951-976.
    • (2009) J. Climate , vol.22 , pp. 951-976
    • Christiansen, B.1    Schmith, T.2    Thejll, P.3
  • 15
    • 85123566150 scopus 로고    scopus 로고
    • Hurst index estimation for self-similar processes with long-memory
    • (J. Duan, S. Luo and C. Wang, eds.). Interdiscip. Math. Sci. 8 91-117. World Sci. Publ., Hacken-sack, NJ. MR2807815
    • CHRONOPOULOU, A. and VIENS, F. G. (2010). Hurst index estimation for self-similar processes with long-memory. In Recent Development in Stochastic Dynamics and Stochastic Analysis (J. Duan, S. Luo and C. Wang, eds.). Interdiscip. Math. Sci. 8 91-117. World Sci. Publ., Hacken-sack, NJ. MR2807815
    • (2010) Recent Development in Stochastic Dynamics and Stochastic Analysis
    • Chronopoulou, A.1    Viens, F.G.2
  • 16
    • 84860182311 scopus 로고    scopus 로고
    • Estimation and pricing under long-memory stochastic volatility
    • MR2922802
    • CHRONOPOULOU, A. and VIENS, F. G. (2012). Estimation and pricing under long-memory stochastic volatility. Ann. Finance 8 379-403. MR2922802
    • (2012) Ann. Finance , vol.8 , pp. 379-403
    • Chronopoulou, A.1    Viens, F.G.2
  • 17
    • 77957756474 scopus 로고    scopus 로고
    • Variations and Hurst index estimation for a Rosenblatt process using longer filters
    • MR2578831
    • CHRONOPOULOU, A., VIENS, F. G. and TUDOR, C. A. (2009). Variations and Hurst index estimation for a Rosenblatt process using longer filters. Electron. J. Stat. 3 1393-1435. MR2578831
    • (2009) Electron. J. Stat , vol.3 , pp. 1393-1435
    • Chronopoulou, A.1    Viens, F.G.2    Tudor, C.A.3
  • 18
    • 84897583421 scopus 로고    scopus 로고
    • Long-term climate change: Projections, commitments and irreversibility
    • Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (T. F. Stocker, D. Qin, G. K. Plattner, M. Tignor, S. K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P. M. Midgley, eds.). Cambridge Univ. Press, Cambridge
    • COLLINS, M. R., KNUTTI, R., ARBLASTER, J., DUFRESNE, J.-L., FICHEFET, T., Friedling-Stein, P., GAO, X., GUTOWSKI, W. J., JOHNS, T., KRINNER, G., SHONGWE, M., TEBALDI, C., WEAVER, A. J. and WEHNER, M. (2013). Long-term climate change: Projections, commitments and irreversibility. In Climate Change 2013: The Physical Science Basis.Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (T. F. Stocker, D. Qin, G. K. Plattner, M. Tignor, S. K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P. M. Midgley, eds.). Cambridge Univ. Press, Cambridge.
    • (2013) Climate Change 2013: The Physical Science Basis
    • Collins, M.R.1    Knutti, R.2    Arblaster, J.3    Dufresne, J.-L.4    Fichefet, T.5    Friedling-Stein, P.6    Gao, X.7    Gutowski, W.J.8    Johns, T.9    Krinner, G.10    Shongwe, M.11    Tebaldi, C.12    Weaver, A.J.13    Wehner, M.14
  • 19
    • 0028323787 scopus 로고
    • Spatial regression methods in dendroclimatology: A review and comparison of two techniques
    • COOK, E. R., BRIFFA, K. R. and JONES, P. D. (1994). Spatial regression methods in dendroclimatology: A review and comparison of two techniques. Int. J. Climatol. 14 379-402.
    • (1994) Int. J. Climatol , vol.14 , pp. 379-402
    • Cook, E.R.1    Briffa, K.R.2    Jones, P.D.3
  • 20
    • 0030539336 scopus 로고    scopus 로고
    • Markov chain Monte Carlo convergence diagnostics: A comparative review
    • MR1395755
    • COWLES, M. K. and CARLIN, B. P. (1996). Markov chain Monte Carlo convergence diagnostics: A comparative review. J. Amer. Statist. Assoc. 91 883-904. MR1395755
    • (1996) J. Amer. Statist. Assoc , vol.91 , pp. 883-904
    • Cowles, M.K.1    Carlin, B.P.2
  • 21
    • 0027456080 scopus 로고
    • Reassessment of Crete (Greenland) ice core acidity/volcanism link to climate change
    • CROWLEY, T. J., CRISTE, T. A. and SMITH, N. R. (1993). Reassessment of Crete (Greenland) ice core acidity/volcanism link to climate change. Geophys. Res. Lett. 20 209-212.
    • (1993) Geophys. Res. Lett , vol.20 , pp. 209-212
    • Crowley, T.J.1    Criste, T.A.2    Smith, N.R.3
  • 22
    • 0027844190 scopus 로고
    • Towards development of a strategy for determining the origin of decadal-centennial scale climate variability
    • CROWLEY, T. and KIM, K. (1993). Towards development of a strategy for determining the origin of decadal-centennial scale climate variability. Quat. Sci. Rev. 12 375-385.
    • (1993) Quat. Sci. Rev , vol.12 , pp. 375-385
    • Crowley, T.1    Kim, K.2
  • 23
    • 0029768318 scopus 로고    scopus 로고
    • Comparison of proxy records of climate change and solar forcing
    • CROWLEY, T. J. and KIM, K.-Y. (1996). Comparison of proxy records of climate change and solar forcing. Geophys. Res. Lett. 23 359-362.
    • (1996) Geophys. Res. Lett , vol.23 , pp. 359-362
    • Crowley, T.J.1    Kim, K.-Y.2
  • 24
    • 0002231124 scopus 로고
    • Tests for Hurst effect
    • MR0885922
    • DAVIES, R. B. and HARTE, D. S. (1987). Tests for Hurst effect. Biometrika 74 95-101. MR0885922
    • (1987) Biometrika , vol.74 , pp. 95-101
    • Davies, R.B.1    Harte, D.S.2
  • 25
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • MR0501537
    • DEMPSTER, A. P., LAIRD, N. M. and RUBIN, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Statist. Soc. Ser. B 39 1-38. MR0501537
    • (1977) J. Roy. Statist. Soc. Ser. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 27
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • GELMAN, A. and RUBIN, D. B. (1992). Inference from iterative simulation using multiple sequences. Statist. Sci. 7 457-472.
    • (1992) Statist. Sci , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 28
    • 74749102596 scopus 로고    scopus 로고
    • Computation of Multivariate Normal and t Probabilities
    • Springer, Dordrecht. MR2840595
    • GENZ, A. and BRETZ, F. (2009). Computation of Multivariate Normal and t Probabilities. Lecture Notes in Statistics 195. Springer, Dordrecht. MR2840595
    • (2009) Lecture Notes in Statistics , vol.195
    • Genz, A.1    Bretz, F.2
  • 29
    • 84855573018 scopus 로고    scopus 로고
    • Improved constraints on 21st-century warming derived using 160 years of temperature observations
    • L01704
    • GILLETT, N. P., ARORA, V. K., FLATO, G. M., SCINOCCA, J. F. and VON SALZEN, K. (2012). Improved constraints on 21st-century warming derived using 160 years of temperature observations. Geophys. Res. Lett. 39 L01704.
    • (2012) Geophys. Res. Lett , vol.39
    • Gillett, N.P.1    Arora, V.K.2    Flato, G.M.3    Scinocca, J.F.4    Von Salzen, K.5
  • 30
    • 84881187423 scopus 로고    scopus 로고
    • Constraining the ratio of global warming to cumulative CO2 emissions using CMIP5 simulations
    • GILLETT, N. P., ARORA, V. K., MATTHEWS, D. and ALLEN, M. R. (2013). Constraining the ratio of global warming to cumulative CO2 emissions using CMIP5 simulations. J. Climate 26 6844-6858.
    • (2013) J. Climate , vol.26 , pp. 6844-6858
    • Gillett, N.P.1    Arora, V.K.2    Matthews, D.3    Allen, M.R.4
  • 32
    • 33947274775 scopus 로고    scopus 로고
    • Strictly proper scoring rules, prediction, and estimation
    • MR2345548
    • GNEITING, T. and RAFTERY, A. E. (2007). Strictly proper scoring rules, prediction, and estimation. J. Amer. Statist. Assoc. 102 359-378. MR2345548
    • (2007) J. Amer. Statist. Assoc , vol.102 , pp. 359-378
    • Gneiting, T.1    Raftery, A.E.2
  • 33
    • 3142710385 scopus 로고    scopus 로고
    • Stochastic models that separate fractal dimension and the Hurst effect
    • (electronic). MR2114455
    • GNEITING, T. and SCHLATHER, M. (2004). Stochastic models that separate fractal dimension and the Hurst effect. SIAM Rev. 46 269-282 (electronic). MR2114455
    • (2004) SIAM Rev , vol.269-282 , pp. 46
    • Gneiting, T.1    Schlather, M.2
  • 34
    • 42749097176 scopus 로고    scopus 로고
    • Spatial modelling of claim frequency and claim size in non-life insurance
    • MR2361126
    • GSCHLÖSSL, S. and CZADO, C. (2007). Spatial modelling of claim frequency and claim size in non-life insurance. Scand. Actuar. J. 3 202-225. MR2361126
    • (2007) Scand. Actuar. J , vol.3 , pp. 202-225
    • GschlÖssl, S.1    Czado, C.2
  • 35
    • 84878109875 scopus 로고    scopus 로고
    • Probabilistic projections of transient climate change. Clim
    • HARRIS, G. R., SEXTON, D. M. H., BOOTH, B. B. B., COLLINS, M. and MURPHY, J. M. (2013). Probabilistic projections of transient climate change. Clim. Dyn. 40 2937-2972.
    • (2013) Dyn , vol.40 , pp. 2937-2972
    • Harris, G.R.1    Sexton, D.M.H.2    Booth, B.B.B.3    Collins, M.4    Murphy, J.M.5
  • 38
    • 33745888064 scopus 로고    scopus 로고
    • Links between annual, Milankovitch and continuum temperature variability
    • HUYBERS, P. and CURRY, W. (2006). Links between annual, Milankovitch and continuum temperature variability. Nature 441 329-332.
    • (2006) Nature , vol.441 , pp. 329-332
    • Huybers, P.1    Curry, W.2
  • 39
    • 84900462170 scopus 로고    scopus 로고
    • Sensitivity of climate change detection and attribution to the characterization of internal variability
    • IMBERS, J., LOPEZ, A., HUNTINGFORD, C. and ALLEN, M. (2014). Sensitivity of climate change detection and attribution to the characterization of internal variability. J. Climate 27 3477-3491.
    • (2014) J. Climate , vol.27 , pp. 3477-3491
    • Imbers, J.1    Lopez, A.2    Huntingford, C.3    Allen, M.4
  • 40
    • 79952974720 scopus 로고    scopus 로고
    • Multi-state models for panel data: The msm package for R
    • JACKSON, C. (2011). Multi-state models for panel data: The msm package for R. J. Stat. Softw. 38 1-28.
    • (2011) J. Stat. Softw , vol.38 , pp. 1-28
    • Jackson, C.1
  • 43
    • 85024423711 scopus 로고
    • New results in linear filtering and prediction theory
    • MR0234760
    • KALMAN, R. E. and BUCY, R. S. (1961). New results in linear filtering and prediction theory. Trans. ASME Ser. D, J. Basic Engrg. 83 95-108. MR0234760
    • (1961) Trans. ASME Ser. D, J. Basic Engrg , vol.83 , pp. 95-108
    • Kalman, R.E.1    Bucy, R.S.2
  • 45
    • 0001187166 scopus 로고
    • Wienersche Spiralen und einige andere interessante Kurven im Hilbertschen Raum. C. R. (Doklady) Acad. Sci
    • MR0003441
    • KOLMOGOROFF, A. N. (1940). Wienersche Spiralen und einige andere interessante Kurven im Hilbertschen Raum. C. R. (Doklady) Acad. Sci. USSR (N.S.) 26 115-118. MR0003441
    • (1940) USSR (N.S.) , vol.26 , pp. 115-118
    • Kolmogoroff, A.N.1
  • 47
    • 0029513366 scopus 로고
    • Reconstruction of solar irradiance since 1610: Implications for climate change
    • LEAN, J., BEER, J. and BRADLEY, R. (1995). Reconstruction of solar irradiance since 1610: Implications for climate change. Geophys. Res. Lett. 22 3195-3198.
    • (1995) Geophys. Res. Lett , vol.22 , pp. 3195-3198
    • Lean, J.1    Beer, J.2    Bradley, R.3
  • 48
    • 45849137150 scopus 로고    scopus 로고
    • Evaluation of proxy-based millennial reconstruction methods
    • LEE, T. C. K., ZWIERS, F. W. and TSAO, M. (2008). Evaluation of proxy-based millennial reconstruction methods. Clim. Dyn. 31 263-281.
    • (2008) Clim. Dyn , vol.31 , pp. 263-281
    • Lee, T.C.K.1    Zwiers, F.W.2    Tsao, M.3
  • 49
    • 78649432549 scopus 로고    scopus 로고
    • The value of multiproxy reconstruction of past climate
    • MR2752583
    • LI, B., NYCHKA, D. W. and AMMANN, C. M. (2010). The value of multiproxy reconstruction of past climate. J. Amer. Statist. Assoc. 105 883-895. MR2752583
    • (2010) J. Amer. Statist. Assoc , vol.105 , pp. 883-895
    • Li, B.1    Nychka, D.W.2    Ammann, C.M.3
  • 50
    • 58349102483 scopus 로고    scopus 로고
    • Summer temperatures during the Medieval Warm Period and Little Ice Age inferred from varved proglacial lake sediments in southern Alaska
    • LOSO, M. G. (2009). Summer temperatures during the Medieval Warm Period and Little Ice Age inferred from varved proglacial lake sediments in southern Alaska. J. Paleolimnol. 41 117-128.
    • (2009) J. Paleolimnol , vol.41 , pp. 117-128
    • Loso, M.G.1
  • 51
    • 1542317584 scopus 로고    scopus 로고
    • European seasonal and annual temperature variability, trends, and extremes since 1500
    • LUTERBACHER, J., DIETRICH, D., XOPLAKI, E., GROSJEAN, M. and WANNER, H. (2004). European seasonal and annual temperature variability, trends, and extremes since 1500. Science 303 1499-1503.
    • (2004) Science , vol.303 , pp. 1499-1503
    • Luterbacher, J.1    Dietrich, D.2    Xoplaki, E.3    Grosjean, M.4    Wanner, H.5
  • 52
    • 0040133826 scopus 로고
    • Une classe processus stochastiques homothétiques à soi; application à la loi climatologique H. E. Hurst. C. R
    • MR0176521
    • MANDELBROT, B. (1965). Une classe processus stochastiques homothétiques à soi; application à la loi climatologique H. E. Hurst. C. R. Math. Acad. Sci. Paris 260 3274-3277. MR0176521
    • (1965) Math. Acad. Sci. Paris , vol.260 , pp. 3274-3277
    • Mandelbrot, B.1
  • 53
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noises and applications
    • MR0242239
    • ANDELBROT, B. B. and VAN NESS, J. W. (1968). Fractional Brownian motions, fractional noises and applications. SIAM Rev. 10 422-437. MR0242239
    • (1968) SIAM Rev , vol.10 , pp. 422-437
    • Andelbrot, B.B.1    Van Ness, J.W.2
  • 54
    • 0032560125 scopus 로고    scopus 로고
    • Global-scale temperature patterns and climate forcing over the past six centuries
    • MANN, M. E., BRADLEY, R. S. and HUGHES, M. K. (1998). Global-scale temperature patterns and climate forcing over the past six centuries. Nature 392 779-787.
    • (1998) Nature , vol.392 , pp. 779-787
    • Mann, M.E.1    Bradley, R.S.2    Hughes, M.K.3
  • 55
    • 0033559944 scopus 로고    scopus 로고
    • Northern Hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations
    • MANN, M. E., BRADLEY, R. S. and HUGHES, M. K. (1999). Northern Hemisphere temperatures during the past millennium: Inferences, uncertainties, and limitations. Geophys. Res. Lett. 26 759-762.
    • (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
    • MANN, M. E., RUTHERFORD, S., WAHL, E. and AMMANN, C. (2005). Testing the fidelity of methods used in proxy-based reconstructions of past climate. J. Climate 18 4097-4107.
    • (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
    • MANN, M. E., RUTHERFORD, S., WAHL, E. and AMMANN, C. (2007). Robustness of proxy-based climate field reconstruction methods. J. Geophys. Res. 112 D12109+.
    • (2007) J. Geophys. Res , vol.112 , pp. 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
    • MANN, M. E., ZHANG, Z., HUGHES, M. K., BRADLEY, R. S., MILLER, S. K., RUTHERFORD, S. and NI, F. (2008a). Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia. Proc. Natl. Acad. Sci. USA 105 13252-13257.
    • (2008) Proc. Natl. Acad. Sci. USA , vol.105 , pp. 13252-13257
    • Mann, M.E.1    Zhang, Z.2    Hughes, M.K.3    Bradley, R.S.4    Miller, S.K.5    Rutherford, S.6    Ni, F.7
  • 59
    • 84919446646 scopus 로고    scopus 로고
    • Supporting information for “Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia.”
    • MANN, M. E., ZHANG, Z., HUGHES, M. K., BRADLEY, R. S., MILLER, S. K., RUTHERFORD, S. and NI, F. (2008b). Supporting information for “Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia.” Proc. Natl. Acad. Sci. USA 10 513252-13257.
    • (2008) Proc. Natl. Acad. Sci. USA , vol.10 , pp. 513252-513257
    • Mann, M.E.1    Zhang, Z.2    Hughes, M.K.3    Bradley, R.S.4    Miller, S.K.5    Rutherford, S.6    Ni, F.7
  • 61
    • 79961213152 scopus 로고    scopus 로고
    • MCMCpack: Markov chain Monte Carlo in R
    • MARTIN, A. D., QUINN, K. M. and PARK, J. H. (2011). MCMCpack: Markov chain Monte Carlo in R. J. Stat. Softw. 42 1-21.
    • (2011) J. Stat. Softw , vol.42 , pp. 1-21
    • Martin, A.D.1    Quinn, K.M.2    Park, J.H.3
  • 63
  • 64
    • 83855165448 scopus 로고    scopus 로고
    • A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable
    • MCSHANE, B. B. and WYNER, A. J. (2011). A statistical analysis of multiple temperature proxies: Are reconstructions of surface temperatures over the last 1000 years reliable? Ann. Appl. Stat. 5 5-44.
    • (2011) Ann. Appl. Stat , vol.5 , pp. 5-44
    • McShane, B.B.1    Wyner, A.J.2
  • 65
    • 14144250538 scopus 로고    scopus 로고
    • Highly variable Northern Hemisphere temperatures reconstructed from low-and high-resolution proxy data
    • MOBERG, A., SONECHKIN, D. M., HOLMGREN, K., DATSENKO, N. M., KARLÉN, W. and Lau-Ritzen, S.-E. (2005). Highly variable Northern Hemisphere temperatures reconstructed from low-and high-resolution proxy data. Nature 433 613-617.
    • (2005) Nature , vol.433 , pp. 613-617
    • Moberg, A.1    Sonechkin, D.M.2    Holmgren, K.3    Datsenko, N.M.4    KarlÉn, W.5    Lau-Ritzen, S.-E.6
  • 66
    • 61549127946 scopus 로고    scopus 로고
    • Bootstrapping long memory tests: Some Monte Carlo results. Comput. Statist
    • MR2665831
    • MURPHY, A. and IZZELDIN, M. (2009). Bootstrapping long memory tests: Some Monte Carlo results. Comput. Statist. Data Anal. 53 2325-2334. MR2665831
    • (2009) Data Anal , vol.53 , pp. 2325-2334
    • Murphy, A.1    Izzeldin, M.2
  • 70
    • 84877307653 scopus 로고    scopus 로고
    • Continental-scale temperature variability during the past two millennia
    • PAGES 2K CONSORTIUM
    • PAGES 2K CONSORTIUM (2013). Continental-scale temperature variability during the past two millennia. Nature Geoscience 6 339-346.
    • (2013) Nature Geoscience , vol.6 , pp. 339-346
  • 71
    • 0142246386 scopus 로고    scopus 로고
    • On the eigenstructure of generalized fractional processes
    • MR2017253
    • PALMA, W. and BONDON, P. (2003). On the eigenstructure of generalized fractional processes. Statist. Probab. Lett. 65 93-101. MR2017253
    • (2003) Statist. Probab. Lett , vol.65 , pp. 93-101
    • Palma, W.1    Bondon, P.2
  • 72
    • 0035894795 scopus 로고    scopus 로고
    • Interpretation of North Pacific variability as a shortand long-memory process
    • PERCIVAL, D. B., OVERLAND, J. E. and MOFJELD, H. O. (2001). Interpretation of North Pacific variability as a shortand long-memory process. J. Climate 14 7-11.
    • (2001) J. Climate , vol.14 , pp. 7-11
    • Percival, D.B.1    Overland, J.E.2    Mofjeld, H.O.3
  • 73
    • 41149087694 scopus 로고    scopus 로고
    • CODA: Convergence diagnosis and output analysis for MCMC
    • PLUMMER, M., BEST, N., COWLES, K. and VINES, K. (2006). CODA: Convergence diagnosis and output analysis for MCMC. R News 6 7-11.
    • (2006) R News , vol.6 , pp. 7-11
    • Plummer, M.1    Best, N.2    Cowles, K.3    Vines, K.4
  • 74
    • 21344446855 scopus 로고
    • Gaussian semiparametric estimation of long range dependence
    • MR1370301
    • ROBINSON, P. M. (1995). Gaussian semiparametric estimation of long range dependence. Ann. Statist. 23 1630-1661. MR1370301
    • (1995) Ann. Statist , vol.23 , pp. 1630-1661
    • Robinson, P.M.1
  • 75
    • 0141453168 scopus 로고    scopus 로고
    • Climate field reconstruction under stationary and nonstationary forcing
    • RUTHERFORD, S., MANN, M. E., DELWORTH, T. L. and STOUFFER, R. J. (2003). Climate field reconstruction under stationary and nonstationary forcing. J. Climate 16 462-479.
    • (2003) J. Climate , vol.16 , pp. 462-479
    • Rutherford, S.1    Mann, M.E.2    Delworth, T.L.3    Stouffer, R.J.4
  • 76
    • 20044373796 scopus 로고    scopus 로고
    • Proxy-based Northern Hemisphere surface temperature reconstructions: Sensitivity to method, predictor network, target season, and target domain
    • RUTHERFORD, S., MANN, M. E., OSBORN, T. J., BRIFFA, K. R., JONES, P. D., BRADLEY, R. S. and HUGHES, M. K. (2005). Proxy-based Northern Hemisphere surface temperature reconstructions: Sensitivity to method, predictor network, target season, and target domain. J. Climate 18 2308-2329.
    • (2005) J. Climate , vol.18 , pp. 2308-2329
    • Rutherford, S.1    Mann, M.E.2    Osborn, T.J.3    Briffa, K.R.4    Jones, P.D.5    Bradley, R.S.6    Hughes, M.K.7
  • 77
    • 0035284320 scopus 로고    scopus 로고
    • Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values
    • SCHNEIDER, T. (2001). Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values. J. Climate 14 853-871.
    • (2001) J. Climate , vol.14 , pp. 853-871
    • Schneider, T.1
  • 78
    • 77955283579 scopus 로고    scopus 로고
    • A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium
    • SMERDON, J. E., KAPLAN, A., CHANG, D. and EVANS, M. N. (2010). A pseudoproxy evaluation of the CCA and RegEM methods for reconstructing climate fields of the last millennium. J. Climate 23 4856-4880.
    • (2010) J. Climate , vol.23 , pp. 4856-4880
    • Smerdon, J.E.1    Kaplan, A.2    Chang, D.3    Evans, M.N.4
  • 80
    • 58749114189 scopus 로고    scopus 로고
    • Warming of the Antarctic ice-sheet surface since the 1957 international geophysical year
    • STEIG, E. J., SCHNEIDER, D. P., RUTHERFORD, S. D., MANN, M. E., COMISO, J. C. and Shin-Dell, D. T. (2009). Warming of the Antarctic ice-sheet surface since the 1957 international geophysical year. Nature 457 459-462.
    • (2009) Nature , vol.457 , pp. 459-462
    • Steig, E.J.1    Schneider, D.P.2    Rutherford, S.D.3    Mann, M.E.4    Comiso, J.C.5    Shin-Dell, D.T.6
  • 82
    • 84878968288 scopus 로고    scopus 로고
    • Benoît Mandelbrot and fractional Brownian motion. Statist
    • MR3075342
    • TAQQU, M. S. (2013). Benoît Mandelbrot and fractional Brownian motion. Statist. Sci. 28 131-134.  MR3075342
    • (2013) Sci , vol.28 , pp. 131-134
    • Taqqu, M.S.1
  • 83
    • 0242574683 scopus 로고    scopus 로고
    • A 3000-year palaeoenvironmental record from annually laminated sediment of lake Korttajärvi, central Finland
    • TILJANDER, M., SAARNISTO, M., OJALA, A. E. K. and SAARINEN, T. (2003). A 3000-year palaeoenvironmental record from annually laminated sediment of lake Korttajärvi, central Finland. Boreas 32 566-577.
    • (2003) Boreas , vol.32 , pp. 566-577
    • Tiljander, M.1    Saarnisto, M.2    Ojala, A.E.K.3    Saarinen, T.4
  • 84
    • 77954378941 scopus 로고    scopus 로고
    • A Bayesian algorithm for reconstructing climate anomalies in space and time. Part I: Development and applications to paleoclimate reconstruction problems
    • TINGLEY, M. P. and HUYBERS, P. (2010a). A Bayesian algorithm for reconstructing climate anomalies in space and time. Part I: Development and applications to paleoclimate reconstruction problems. J. Climate 23 2759-2781.
    • (2010) J. Climate , vol.23 , pp. 2759-2781
    • Tingley, M.P.1    Huybers, P.2
  • 85
    • 77954365677 scopus 로고    scopus 로고
    • A Bayesian algorithm for reconstructing climate anomalies in space and time. Part II: Comparison with the regularized expectation-maximization algorithm
    • TINGLEY, M. P. and HUYBERS, P. (2010b). A Bayesian algorithm for reconstructing climate anomalies in space and time. Part II: Comparison with the regularized expectation-maximization algorithm. J. Climate 23 2782-2800.
    • (2010) J. Climate , vol.23 , pp. 2782-2800
    • Tingley, M.P.1    Huybers, P.2
  • 86
    • 84876234447 scopus 로고    scopus 로고
    • Recent temperature extremes at high northern latitudes unprecedented in the past 600 years
    • TINGLEY, M. P. and HUYBERS, P. (2013). Recent temperature extremes at high northern latitudes unprecedented in the past 600 years. Nature 496 201-205.
    • (2013) Nature , vol.496 , pp. 201-205
    • Tingley, M.P.1    Huybers, P.2
  • 88
    • 49749094757 scopus 로고    scopus 로고
    • Statistical aspects of the fractional stochastic calculus
    • MR2341703
    • TUDOR, C. A. and VIENS, F. G. (2007). Statistical aspects of the fractional stochastic calculus. Ann. Statist. 35 1183-1212.  MR2341703
    • (2007) Ann. Statist , vol.35 , pp. 1183-1212
    • Tudor, C.A.1    Viens, F.G.2
  • 89
    • 57049170339 scopus 로고    scopus 로고
    • Constraining model transient climate response using independent observations of solar-cycle forcing and response
    • L17707
    • TUNG, K. K., ZHOU, J. S. and CAMP, C. D. (2008). Constraining model transient climate response using independent observations of solar-cycle forcing and response. Geophys. Res. Lett. 35 L17707.
    • (2008) Geophys. Res. Lett , vol.35
    • Tung, K.K.1    Zhou, J.S.2    Camp, C.D.3
  • 90
    • 84858680316 scopus 로고    scopus 로고
    • Comparative performance of paleoclimate field and index reconstructions derived from climate proxies and noise-only predictors
    • WAHL, E. R. and SMERDON, J. E. (2012). Comparative performance of paleoclimate field and index reconstructions derived from climate proxies and noise-only predictors. Geophysical Research Letters 39 L06703.
    • (2012) Geophysical Research Letters , vol.39 , pp. L06703
    • Wahl, E.R.1    Smerdon, J.E.2
  • 91
    • 84874793299 scopus 로고    scopus 로고
    • A pseudoproxy evaluation of Bayesian hierarchical modeling and canonical correlation analysis for climate field reconstructions over Europe
    • WERNER, J. P., LUTERBACHER, J. and SMERDON, J. E. (2013). A pseudoproxy evaluation of Bayesian hierarchical modeling and canonical correlation analysis for climate field reconstructions over Europe. J. Climate 26 851-867.
    • (2013) J. Climate , vol.26 , pp. 851-867
    • Werner, J.P.1    Luterbacher, J.2    Smerdon, J.E.3
  • 92
    • 47049128971 scopus 로고    scopus 로고
    • Joint state and parameter estimation in particle filtering and stochastic optimization
    • MR2418951
    • YANG, X., XING, K., SHI, K. and PAN, Q. (2008). Joint state and parameter estimation in particle filtering and stochastic optimization. J. Control Theory Appl. 6 215-220. MR2418951
    • (2008) J. Control Theory Appl , vol.6 , pp. 215-220
    • Yang, X.1    Xing, K.2    Shi, K.3    Pan, Q.4
  • 93
    • 3242694279 scopus 로고    scopus 로고
    • Alternative methods of proxy-based climate field reconstruction: Application to summer drought over the conterminous United States back to AD 1700 from tree-ring data
    • ZHANG, Z., MANN, M. E. and COOK, E. R. (2004). Alternative methods of proxy-based climate field reconstruction: Application to summer drought over the conterminous United States back to AD 1700 from tree-ring data. Holocene 14 502-516.
    • (2004) Holocene , vol.14 , pp. 502-516
    • Zhang, Z.1    Mann, M.E.2    Cook, E.R.3


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