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Volumn 53, Issue 2, 2017, Pages 207-216

Development of statistical prediction models for Changma precipitation: An ensemble approach

Author keywords

Changma; Changma front; East Asian summer monsoon; ensemble forecast; statistical prediction model

Indexed keywords


EID: 85019653802     PISSN: 19767633     EISSN: 19767951     Source Type: Journal    
DOI: 10.1007/s13143-017-0027-2     Document Type: Article
Times cited : (9)

References (30)
  • 1
    • 0842334547 scopus 로고    scopus 로고
    • The version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979 -present)
    • Adler, R. F., and Coauthors, 2003: The version 2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979 -present). J. Hydrometeor., 4, 1147–1167, doi:10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2.
    • (2003) J. Hydrometeor. , vol.4 , pp. 1147-1167
    • Adler, R.F.1
  • 2
    • 0141496153 scopus 로고    scopus 로고
    • Efficient algorithms for decision tree cross-validation
    • Blockeel, H., and J. Struyf, 2002: Efficient algorithms for decision tree cross-validation. J. Mach. Learning Res., 3, 621–650, doi:10.1162/jmlr.2003.3.4-5.21.
    • (2002) J. Mach. Learning Res. , vol.3 , pp. 621-650
    • Blockeel, H.1    Struyf, J.2
  • 3
    • 84919623161 scopus 로고    scopus 로고
    • Relative role of tropical SST forcing in the 1990s periodicity change of the Pacific-Japan pattern interannual variability
    • Chen, X., and T. Zhou, 2014: Relative role of tropical SST forcing in the 1990s periodicity change of the Pacific-Japan pattern interannual variability. J. Geophys. Res., 119, 13043–13066, doi:10.1002/2014JD-022064.
    • (2014) J. Geophys. Res. , vol.119 , pp. 13043-13066
    • Chen, X.1    Zhou, T.2
  • 4
    • 84867682021 scopus 로고    scopus 로고
    • Non-linear, intraseasonal phases of the East Asian summer monsoon: Extraction and analysis using self-organizing maps
    • Chu, J.-E., S. N. Hameed, and K.-J. Ha, 2012: Non-linear, intraseasonal phases of the East Asian summer monsoon: Extraction and analysis using self-organizing maps. J. Climate, 25, 6975–6988, doi:10.1175/JCLI-D-11-00512.1.
    • (2012) J. Climate , vol.25 , pp. 6975-6988
    • Chu, J.-E.1    Hameed, S.N.2    Ha, K.-J.3
  • 5
    • 77952885522 scopus 로고    scopus 로고
    • Interdecadal shift in the relationship between the East Asian summer monsoon and the tropical Indian Ocean
    • Ding, R. Q., K.-J. Ha, and J. P. Li, 2010: Interdecadal shift in the relationship between the East Asian summer monsoon and the tropical Indian Ocean. Climate Dyn., 34, 1059–1071, doi:10.1007/s00382-009-0555-2.
    • (2010) Climate Dyn. , vol.34 , pp. 1059-1071
    • Ding, R.Q.1    Ha, K.-J.2    Li, J.P.3
  • 7
    • 85019685874 scopus 로고    scopus 로고
    • The development of Ensemble Statistical Prediction Model for Changma precipitation
    • Kim, J.-Y., and K.-H. Seo, 2014: The development of Ensemble Statistical Prediction Model for Changma precipitation. Korean Meteor. Soc., 24, 533–540, doi:10.14191/Atmos.2014.24.4.533 (in Korean with English abstract).
    • (2014) Korean Meteor. Soc. , vol.24 , pp. 533-540
    • Kim, J.-Y.1    Seo, K.-H.2
  • 8
    • 26844561499 scopus 로고    scopus 로고
    • Decadal change in relationship between east Asian and WNP summer monsoons
    • Kwon, M., J.-G. Jhun, B. Wang, S.-I. An, and J.-S. Kug, 2005: Decadal change in relationship between east Asian and WNP summer monsoons. Geophys. Res. Lett., 32, L16709, doi:10.1029/2005GL023026.
    • (2005) Geophys. Res. Lett. , vol.32 , pp. L16709
    • Kwon, M.1    Jhun, J.-G.2    Wang, B.3    An, S.-I.4    Kug, J.-S.5
  • 9
    • 26844485203 scopus 로고    scopus 로고
    • Remote connection of the northeast Asian summer rainfall variation revealed by a newly defined monsoon index
    • Lee, E.-J., J.-G. Jhun, and C.-K. Park, 2005: Remote connection of the northeast Asian summer rainfall variation revealed by a newly defined monsoon index. J. Climate, 18, 4381–4393, doi:10.1175/JCLI3545.1.
    • (2005) J. Climate , vol.18 , pp. 4381-4393
    • Lee, E.-J.1    Jhun, J.-G.2    Park, C.-K.3
  • 10
    • 84891655358 scopus 로고    scopus 로고
    • The development of a statistical forecast model for Changma
    • Lee, S.-E., and K.-H. Seo, 2013: The development of a statistical forecast model for Changma. Wea. Forecasting, 28, 1304–1321, doi:10.1175/WAF-D-13-00003.1.
    • (2013) Wea. Forecasting , vol.28 , pp. 1304-1321
    • Lee, S.-E.1    Seo, K.-H.2
  • 11
    • 79952251144 scopus 로고    scopus 로고
    • Deficiencies and possibilities for long-lead coupled climate prediction of the western North Pacific-East Asian summer monsoon
    • Lee, S.-S., J.-Y. Lee, K.-J. Ha, B. Wang, and J. Schemm, 2011: Deficiencies and possibilities for long-lead coupled climate prediction of the western North Pacific-East Asian summer monsoon. Climate Dyn., 36, 1173–1188, doi:10.1007/s00382-010-0832-0.
    • (2011) Climate Dyn. , vol.36 , pp. 1173-1188
    • Lee, S.-S.1    Lee, J.-Y.2    Ha, K.-J.3    Wang, B.4    Schemm, J.5
  • 12
    • 78049373726 scopus 로고    scopus 로고
    • Summertime land atmosphere interactions in response to anomalous springtime snow cover in northern Eurasia
    • Matsumura, S., K. Yamazaki, and T. Tokioka, 2010: Summertime land atmosphere interactions in response to anomalous springtime snow cover in northern Eurasia. J. Geophys. Res., 115, D20107, doi:10.1029/2009JD012342.
    • (2010) J. Geophys. Res. , vol.115 , pp. D20107
    • Matsumura, S.1    Yamazaki, K.2    Tokioka, T.3
  • 13
    • 84929338488 scopus 로고    scopus 로고
    • Role of Siberian land atmosphere coupling in the development of the August Okhotsk High in 2008
    • Matsumura, S., K. Yamazaki, and T. Sato, 2015: Role of Siberian land atmosphere coupling in the development of the August Okhotsk High in 2008. J. Meteor. Soc. Japan, 93, 229–244, doi:10.2151/jmsj.2015-013.
    • (2015) J. Meteor. Soc. Japan , vol.93 , pp. 229-244
    • Matsumura, S.1    Yamazaki, K.2    Sato, T.3
  • 14
    • 84951792780 scopus 로고    scopus 로고
    • Prediction of dominant intraseasonal modes in the East Asian-western North Pacific summer monsoon
    • Oh, H., and K.-J. Ha, 2016: Prediction of dominant intraseasonal modes in the East Asian-western North Pacific summer monsoon. Climate Dyn., 47, 2025–2037, doi:10.1007/s00382-015-2948-8.
    • (2016) Climate Dyn. , vol.47 , pp. 2025-2037
    • Oh, H.1    Ha, K.-J.2
  • 15
    • 84945941711 scopus 로고    scopus 로고
    • Development of a Dynamics-Based Statistical Prediction Model for the Changma Onset
    • Park, H.-L., K.-H. Seo, and J.-H. Son, 2015: Development of a Dynamics-Based Statistical Prediction Model for the Changma Onset. J. Climate, 28, 6647–6666, doi:10.1175/JCLI-D-14-00502.1.
    • (2015) J. Climate , vol.28 , pp. 6647-6666
    • Park, H.-L.1    Seo, K.-H.2    Son, J.-H.3
  • 16
    • 36348948705 scopus 로고    scopus 로고
    • Daily high-resolution-blended analyses for sea surface temperature
    • Reynolds, R. W., T. M. Smith, C. Liu, D. B. Chelton, K. S. Casey, and M. G. Schlax, 2007: Daily high-resolution-blended analyses for sea surface temperature. J. Climate, 20, 5473–5496, doi:10.1175/2007JCLI1824.1.
    • (2007) J. Climate , vol.20 , pp. 5473-5496
    • Reynolds, R.W.1    Smith, T.M.2    Liu, C.3    Chelton, D.B.4    Casey, K.S.5    Schlax, M.G.6
  • 17
    • 0027866279 scopus 로고
    • Global snow cover monitoring: An update
    • Robinson, D. A., K. F. Dewey, and R. R. Heim, 1993: Global snow cover monitoring: An update. Bull. Amer. Meteor. Soc. 74, 1689–1696, doi:10.1175/1520-0477(1993)074<1689:GSCMAU>2.0.CO;2.
    • (1993) Bull. Amer. Meteor. Soc. , vol.74 , pp. 1689-1696
    • Robinson, D.A.1    Dewey, K.F.2    Heim, R.R.3
  • 18
    • 84891637353 scopus 로고    scopus 로고
    • A new look at Changma
    • Seo, K.-H., J.-H. Son, and J.-Y. Lee, 2011: A new look at Changma. Korean Meteor. Soc., 21, 109–121 (in Korean with English abstract).
    • (2011) Korean Meteor. Soc. , vol.21 , pp. 109-121
    • Seo, K.-H.1    Son, J.-H.2    Lee, J.-Y.3
  • 19
    • 84942903910 scopus 로고    scopus 로고
    • Northern East Asian monsoon precipitation revealed by air mass variability and its prediction
    • Seo, K.-H., J.-H. Son, J.-Y. Lee, and H.-S. Park, 2015: Northern East Asian monsoon precipitation revealed by air mass variability and its prediction. J. Climate, 28, 6221–6233, doi:10.1175/JCLI-D-14-00526.1.
    • (2015) J. Climate , vol.28 , pp. 6221-6233
    • Seo, K.-H.1    Son, J.-H.2    Lee, J.-Y.3    Park, H.-S.4
  • 20
    • 0034044074 scopus 로고    scopus 로고
    • Pacific-East Asian teleconnection: How does ENSO affect East Asian Climate
    • Wang, B., R. Wu, and X. Fu, 2000: Pacific-East Asian teleconnection: How does ENSO affect East Asian Climate? J. Climate, 13, 1517–1536, doi:10.1175/1520-0442(2000)013<1517:PEATHD>2.0.CO;2.
    • (2000) J. Climate , vol.13 , pp. 1517-1536
    • Wang, B.1    Wu, R.2    Fu, X.3
  • 21
    • 34250871645 scopus 로고    scopus 로고
    • Variability and singularity of Seoul, South Korea, rainy season (1778-2004)
    • Wang, B., J.-G. Jhun, and B.-K. Moon, 2007: Variability and singularity of Seoul, South Korea, rainy season (1778-2004). J. Climate, 20, 2572–2580, doi:10.1175/JCLI4123.1.
    • (2007) J. Climate , vol.20 , pp. 2572-2580
    • Wang, B.1    Jhun, J.-G.2    Moon, B.-K.3
  • 22
    • 84874249538 scopus 로고    scopus 로고
    • Subtropical high predictability establishes a promising way for monsoon and tropical storm predictions
    • Wang, B., B. Xiang, and J.-Y. Lee, 2013: Subtropical high predictability establishes a promising way for monsoon and tropical storm predictions. Proc. Natl. Acad. Sci. USA, 110, 2718–2722, doi:10.1073/pnas.1214626110.
    • (2013) Proc. Natl. Acad. Sci. USA , vol.110 , pp. 2718-2722
    • Wang, B.1    Xiang, B.2    Lee, J.-Y.3
  • 24
    • 72049106399 scopus 로고    scopus 로고
    • An empirical seasonal prediction model of the east Asian summer monsoon using ENSO and NAO
    • Wu, Z., B. Wang, J. Li, and F.-F. Jin, 2009: An empirical seasonal prediction model of the east Asian summer monsoon using ENSO and NAO. J. Geophys. Res., 114, D18120, doi:10.1029/2009JD011733.
    • (2009) J. Geophys. Res. , vol.114 , pp. D18120
    • Wu, Z.1    Wang, B.2    Li, J.3    Jin, F.-F.4
  • 25
    • 64049099525 scopus 로고    scopus 로고
    • Indian Ocean capacitor effect on Indo-western Pacific climate during the summer following El Niño
    • Xie, S.-P., K. Hu, J. Hafner, H. Tokinaga, Y. Du, G. Huang, and T. Sampe, 2009: Indian Ocean capacitor effect on Indo-western Pacific climate during the summer following El Niño. J. Climate, 22, 730–747, doi:10.1175/2008JCLI2544.1.
    • (2009) J. Climate , vol.22 , pp. 730-747
    • Xie, S.-P.1    Hu, K.2    Hafner, J.3    Tokinaga, H.4    Du, Y.5    Huang, G.6    Sampe, T.7
  • 26
    • 34548036493 scopus 로고    scopus 로고
    • Impact of the Indian Ocean SST basin mode on the Asian summer monsoon
    • Yang, J., Q. Liu, S.-P. Xie, Z. Liu, and L. Wu, 2007: Impact of the Indian Ocean SST basin mode on the Asian summer monsoon. Geophys. Res. Lett., 34, L02708, doi:10.1029/2006GL028571.
    • (2007) Geophys. Res. Lett. , vol.34 , pp. L02708
    • Yang, J.1    Liu, Q.2    Xie, S.-P.3    Liu, Z.4    Wu, L.5
  • 27
    • 78649495396 scopus 로고    scopus 로고
    • Two distinct patterns of spring Eurasian snow cover anomaly and their impacts on the East Asian summer monsoon
    • Yim, S.-Y., J.-G. Jhun, R. Lu, and B. Wang, 2010: Two distinct patterns of spring Eurasian snow cover anomaly and their impacts on the East Asian summer monsoon. J. Geophys. Res., 115, D22113, doi:10.1029/2010JD013996.
    • (2010) J. Geophys. Res. , vol.115 , pp. D22113
    • Yim, S.-Y.1    Jhun, J.-G.2    Lu, R.3    Wang, B.4
  • 28
    • 84889261114 scopus 로고    scopus 로고
    • Prediction of early summer rainfall over South China by a physical-empirical model
    • Yim, S.-Y., B. Wang, and W. Xing, 2014: Prediction of early summer rainfall over South China by a physical-empirical model. Climate Dyn., 43, 1883–1891, doi:10.1007/s00382-013-2014-3.
    • (2014) Climate Dyn. , vol.43 , pp. 1883-1891
    • Yim, S.-Y.1    Wang, B.2    Xing, W.3
  • 29
    • 84944552828 scopus 로고    scopus 로고
    • Peak-summer East Asian rainfall predictability and prediction part II: Extratropical East Asia
    • Yim, S.-Y., B. Wang, and W. Xing, 2015: Peak-summer East Asian rainfall predictability and prediction part II: Extratropical East Asia. Climate Dyn., 47, 15–30, doi:10.1007/s00382-015-2849-x.
    • (2015) Climate Dyn. , vol.47 , pp. 15-30
    • Yim, S.-Y.1    Wang, B.2    Xing, W.3
  • 30
    • 71949086991 scopus 로고    scopus 로고
    • Relationship between ENSO and northward propagating ISO in the East Asian summer monsoon system
    • Yun, K.-S., K.-H. Seo, and K.-J. Ha, 2008: Relationship between ENSO and northward propagating ISO in the East Asian summer monsoon system. J. Geophys. Res., 113, D14120, doi:10.1029/2008JD009901.
    • (2008) J. Geophys. Res. , vol.113 , pp. D14120
    • Yun, K.-S.1    Seo, K.-H.2    Ha, K.-J.3


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