Articles | Volume 23, issue 3
https://doi.org/10.5194/hess-23-1649-2019
https://doi.org/10.5194/hess-23-1649-2019
Research article
 | 
21 Mar 2019
Research article |  | 21 Mar 2019

Precipitation projections using a spatiotemporally distributed method: a case study in the Poyang Lake watershed based on the MRI-CGCM3

Ling Zhang, Xiaoling Chen, Jianzhong Lu, Xiaokang Fu, Yufang Zhang, Dong Liang, and Qiangqiang Xu

Related authors

Stream flow simulation and verification in ungauged zones by coupling hydrological and hydrodynamic models: a case study of the Poyang Lake ungauged zone
Ling Zhang, Jianzhong Lu, Xiaoling Chen, Dong Liang, Xiaokang Fu, Sabine Sauvage, and José-Miguel Sanchez Perez
Hydrol. Earth Syst. Sci., 21, 5847–5861, https://doi.org/10.5194/hess-21-5847-2017,https://doi.org/10.5194/hess-21-5847-2017, 2017
Short summary

Related subject area

Subject: Hydrometeorology | Techniques and Approaches: Modelling approaches
Seasonal soil moisture and crop yield prediction with fifth-generation seasonal forecasting system (SEAS5) long-range meteorological forecasts in a land surface modelling approach
Theresa Boas, Heye Reemt Bogena, Dongryeol Ryu, Harry Vereecken, Andrew Western, and Harrie-Jan Hendricks Franssen
Hydrol. Earth Syst. Sci., 27, 3143–3167, https://doi.org/10.5194/hess-27-3143-2023,https://doi.org/10.5194/hess-27-3143-2023, 2023
Short summary
A genetic particle filter scheme for univariate snow cover assimilation into Noah-MP model across snow climates
Yuanhong You, Chunlin Huang, Zuo Wang, Jinliang Hou, Ying Zhang, and Peipei Xu
Hydrol. Earth Syst. Sci., 27, 2919–2933, https://doi.org/10.5194/hess-27-2919-2023,https://doi.org/10.5194/hess-27-2919-2023, 2023
Short summary
Investigating the response of land–atmosphere interactions and feedbacks to spatial representation of irrigation in a coupled modeling framework
Patricia Lawston-Parker, Joseph A. Santanello Jr., and Nathaniel W. Chaney
Hydrol. Earth Syst. Sci., 27, 2787–2805, https://doi.org/10.5194/hess-27-2787-2023,https://doi.org/10.5194/hess-27-2787-2023, 2023
Short summary
Validation of precipitation reanalysis products for rainfall-runoff modelling in Slovenia
Marcos Julien Alexopoulos, Hannes Müller-Thomy, Patrick Nistahl, Mojca Šraj, and Nejc Bezak
Hydrol. Earth Syst. Sci., 27, 2559–2578, https://doi.org/10.5194/hess-27-2559-2023,https://doi.org/10.5194/hess-27-2559-2023, 2023
Short summary
Statistical post-processing of precipitation forecasts using circulation classifications and spatiotemporal deep neural networks
Tuantuan Zhang, Zhongmin Liang, Wentao Li, Jun Wang, Yiming Hu, and Binquan Li
Hydrol. Earth Syst. Sci., 27, 1945–1960, https://doi.org/10.5194/hess-27-1945-2023,https://doi.org/10.5194/hess-27-1945-2023, 2023
Short summary

Cited articles

Alexander, L. V., Zhang, X., Peterson, T., Caesar, J., Gleason, B., Klein Tank, A. M. G., Haylock, M. R., Collins, W. D., and Trewin, B.: Global observed changes in daily climate extremes of temperature and precipitation, J. Geophys. Res., 111, D05109, https://doi.org/10.1029/2005JD006290, 2006. 
Baigorria, G. A. and Jones, J. W.: GiST: A Stochastic Model for Generating Spatially and Temporally Correlated Daily Rainfall Data, J. Climate, 23, 5990–6008, https://doi.org/10.1175/2010jcli3537.1, 2010. 
Ben Alaya, M. A., Ouarda, T. B. M. J., and Chebana, F.: Non-Gaussian spatiotemporal simulation of multisite daily precipitation: downscaling framework, Clim. Dynam., 50, 1–15, https://doi.org/10.1007/s00382-017-3578-0, 2018. 
Beven, K.: A discussion of distributed hydrological modelling, in: Distributed Hydrological Modelling, edited by: Abbott, M. B. and Refgaard, J. C., Kluwer Academic, the Netherlands, 255–278, 1996. 
Boé, J., Terray, L., Habets, F., and Martin, E.: Statistical and dynamical downscaling of the Seine basin climate for hydro-meteorological studies, Int. J. Climatol., 27, 1643–1655, https://doi.org/10.1002/joc.1602, 2007. 
Download
Short summary
To bridge the gap between the global climate model (GCM) and local climate variables, a spatiotemporally distributed downscaling model was developed. The method was applied to the Poyang Lake watershed to analyze the precipitation changes in the 21th century. The results showed increasing heterogeneities in temporal and spatial distribution under future climate warming. Analyses with temperature increases showed that precipitation changes appeared significantly correlated to climate warming.