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Original Articles

Improved EOF-based bias correction method for seasonal forecasts and its application in IAP AGCM4.1

基于EOF分解的季节预测误差订正方法的改进及其应用检验

, ORCID Icon &
Pages 499-508 | Received 20 Mar 2018, Accepted 24 May 2018, Published online: 22 Oct 2018

References

  • Chen, H., and Z. Lin. 2006. “A Correction Method Suitable for Dynamical Seasonal Prediction.” Advances in Atmospheric Sciences 23 (3): 425–430. doi:10.1007/s00376-006-0425-3.
  • Christensen, J. H., F. Boberg, O. B. Christensen, and P. Lucas‐Picher. 2008. “On the Need for Bias Correction of Regional Climate Change Projections of Temperature and Precipitation.” Geophysical Research Letters 35 (20). doi:10.1029/2008GL035694.
  • Fan, K., and H. Wang. 2010. “Seasonal Prediction of Summer Temperature over Northeast China Using a Year-To-Year Incremental Approach.” Acta Meteorologica Sinica 24 (3): 269–275.
  • Li, F., Z. Lin, R. Zuo, and Q. Zeng. 2005. “The Methods for Correcting the Summer Precipitation Anomaly Predicted Extraseasonal over East Asian Monsoon Region Based on EOF and SVD.” Climatic and Environmental Research 10: 658–668. in Chinese.
  • Li, H., J. Sheffield, and E. F. Wood. 2010. “Bias Correction of Monthly Precipitation and Temperature Fields from Intergovernmental Panel on Climate Change AR4 Models Using Equidistant Quantile Matching.” Journal of Geophysical Research: Atmospheres 115 (D10).
  • Lin, Z., X. Li, Y. Zhou, G. Zhou, H. Wang, C. Yuan, Y. Guo, and Q. Zeng. 1998. “An Improved Short-Term Climate Prediction System and Its Application to the Extraseasonal Prediction of Rainfall Anomaly in China for 1998”. Climatic and Environmental Research 3 (4): 339–348. in Chinese.
  • Lin, Z., Z. Yu, H. Zhang, and C. Wu. 2016. “Quantifying the Attribution of Model Bias in Simulating Summer Hot Days in China with IAP AGCM4.1.” Atmospheric and Oceanic Science Letters 9 (6): 436–442. doi:10.1080/16742834.2016.1232585.
  • MacLachlan, C., A. Arribas, K. A. Peterson, A. Maidens, D. Fereday, A. A. Scaife, M. Gordon, et al. 2015. “Global Seasonal Forecast System Version 5 (Glosea5): A High‐Resolution Seasonal Forecast System.” Quarterly Journal of the Royal Meteorological Society 141 (689): 1072–1084. doi:10.1002/qj.2396.
  • Qin, Z., Z. Lin, H. Chen, and Z. Sun. 2011. “The Bias Correction Methods Based on the EOF/SVD for Short-Term Climate Prediction and Their Applications.” Acta Meteorologica Sinica 69 (2): 289–296. in Chinese.
  • Saha, S., S. Moorthi, H. L. Pan, and X. Wu. 2010. “The NCEP Climate Forecast System Reanalysis.” Bulletin of the American Meteorological Society 91 (8): 1015–1058. doi:10.1175/2010BAMS3001.1.
  • Wang, H., K. Fan, J. Sun, S. Li, Z. Lin, G. Zhou, L. Chen, et al. 2015. “A Review of Seasonal Climate Prediction Research in China.” Advances in Atmospheric Sciences 32 (2): 149–168. doi:10.1007/s00376-014-0016-7.
  • Wang, K., Z. H. Lin, J. Ling, Y. Yu, and C. L. Wu. 2016. “MJO Potential Predictability and Predictive Skill in IAP AGCM4.1.” Atmospheric and Oceanic Science Letters 9 (5): 388–393. doi:10.1080/16742834.2016.1211469.
  • Wu, J., and X. Gao. 2013. “A Gridded Daily Observation Dataset over China Region and Comparison with the Other Datasets.” Chinese Journal of Geophysics 56 (4): 1102–1111. in Chinese.
  • Yun, W. T., L. Stefanova, A. K. Mitra, T. S. V. Vijaya Kumar, W. Dewar, and T. N. Krishnamurti. 2005. “A Multi-Model Superensemble Algorithm for Seasonal Climate Prediction Using DEMETER Forecasts.” Tellus A 57 (3): 280–289. doi:10.3402/tellusa.v57i3.14699.
  • Zeng, Q. 2009. “Progress and Challenge of the Short-Term Climate Prediction.” Atmospheric and Oceanic Science Letters 2 (5): 267–270. doi:10.1080/16742834.2009.11446820.
  • Zeng, Q., B. Zhang, C. Yuan, P. Lu, F. Yang, X. Li, and H. Wang. 1994. “A Note on Some Methods Suitable for Verifying and Correcting The Prediction Of Climatic Anomaly.” Advances in Atmospheric Sciences 11 (2): 121–127. doi: 10.1007/BF02666540.
  • Zeng, Q., Z. Lin, and G. Zhou. 2003. “Dynamical Extra-Seasonal Climate Prediction System IAP DCP-II.” Chinese Journal of Atmospheric Sciences 27 (3): 289–303. in Chinese.
  • Zhang, H., Z. Lin, and Q. Zeng. 2009. “The Computational Scheme and the Test for Dynamical Framework of IAP AGCM-4.” Chinese Journal of Atmospheric Sciences 33: 1267–1285. in Chinese.
  • Zheng, F., J. Zhu, R. Zhang, and G. Zhou. 2006. “Ensemble Hindcasts of SST Anomalies in the Tropical Pacific Using an Intermediate Coupled Model.” Geophysical Research Letters 33 (19). doi:10.1029/2006GL026994.