Articles | Volume 20, issue 9
https://doi.org/10.5194/hess-20-3601-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/hess-20-3601-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts
Louise Crochemore
CORRESPONDING AUTHOR
Irstea, Hydrosystems and Bioprocesses Research Unit, 1 rue Pierre Gilles de Gennes, 92 761, Antony, France
now at: Swedish Meteorological and Hydrological Institute (SMHI), Norrköping,
Sweden
Maria-Helena Ramos
Irstea, Hydrosystems and Bioprocesses Research Unit, 1 rue Pierre Gilles de Gennes, 92 761, Antony, France
Florian Pappenberger
ECMWF, European Centre for Medium-Range Weather Forecasts, Shinfield Park, Reading, RG2 9AX, UK
School of Geographical Sciences, University of Bristol, University Road, Bristol, BS8 1SS, UK
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- Advances in the Definition of Needs and Specifications for a Climate Service Tool Aimed at Small Hydropower Plants’ Operation and Management E. Contreras et al. 10.3390/en13071827
- Assessing the value of seasonal hydrological forecasts for improving water resource management: insights from a pilot application in the UK A. Peñuela et al. 10.5194/hess-24-6059-2020
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- Seasonal discharge forecasting for the Upper Danube I. Martin Santos et al. 10.1016/j.ejrh.2021.100905
- Predictive skill of North American Multi‐Model Ensemble seasonal forecasts for the climate rainfall over Central Africa A. Feudjio Tchinda et al. 10.1002/met.2074
- Analysis of the effects of biases in ensemble streamflow prediction (ESP) forecasts on electricity production in hydropower reservoir management R. Arsenault & P. Côté 10.5194/hess-23-2735-2019
- Skill Transfer from Meteorological to Runoff Forecasts in Glacierized Catchments S. Gindraux & D. Farinotti 10.3390/hydrology5020026
- Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment J. Estévez et al. 10.3390/w12071909
- Retrospective forecasts of the upcoming winter season snow accumulation in the Inn headwaters (European Alps) K. Förster et al. 10.5194/hess-22-1157-2018
- A Vision for Hydrological Prediction D. Lavers et al. 10.3390/atmos11030237
- Extended-Range Runoff Forecasting Using a One-Way Coupled Climate–Hydrological Model: Case Studies of the Yiluo and Beijiang Rivers in China L. Liu et al. 10.3390/w11061150
- Seasonal streamflow forecasting by surrogate modeling in the Yarlung Zangbo River Basin, China H. Gu et al. 10.1016/j.ejrh.2024.101835
- Seasonal sub-basin-scale runoff predictions: A regional hydrometeorological Ensemble Kalman Filter framework using global datasets M. Borne et al. 10.1016/j.ejrh.2022.101146
- Performance of weather research forecasting model for seasonal prediction of precipitation over Indonesian maritime continent I. Sofiati et al. 10.1016/j.kjs.2024.100293
- On the skill of raw and post-processed ensemble seasonal meteorological forecasts in Denmark D. Lucatero et al. 10.5194/hess-22-6591-2018
- Catchment Scale Evaluation of Multiple Global Hydrological Models from ISIMIP2a over North America M. Troin et al. 10.3390/w13213112
- Improving early-season wheat yield forecasts driven by probabilistic seasonal climate forecasts H. Jin et al. 10.1016/j.agrformet.2022.108832
- Catchment‐scale skill assessment of seasonal precipitation forecasts across South Korea Y. Lee et al. 10.1002/joc.8134
- Suivi en temps réel des sécheresses : de l'analyse à la prévision saisonnière F. Besson et al. 10.1051/lhb/2020042
- Estimation of the rice water footprint based on machine learning algorithms A. Mokhtar et al. 10.1016/j.compag.2021.106501
- Improving Seasonal Forecasts for Basin Scale Hydrological Applications M. Grillakis et al. 10.3390/w10111593
- Seasonal Forecast Skill of ENSO Teleconnection Maps N. Lenssen et al. 10.1175/WAF-D-19-0235.1
- Long-term ensemble forecast of snowmelt inflow into the Cheboksary Reservoir under two different weather scenarios A. Gelfan et al. 10.5194/hess-22-2073-2018
- Ensemble streamflow prediction considering the influence of reservoirs in Narmada River Basin, India U. Vegad & V. Mishra 10.5194/hess-26-6361-2022
- Seasonal Drought Prediction: Advances, Challenges, and Future Prospects Z. Hao et al. 10.1002/2016RG000549
- Multi-objective operation of cascade reservoirs based on short-term ensemble streamflow prediction S. He et al. 10.1016/j.jhydrol.2022.127936
- Development of a monthly to seasonal forecast framework tailored to inland waterway transport in central Europe D. Meißner et al. 10.5194/hess-21-6401-2017
- Sub‐Seasonal Prediction of Drought and Streamflow Anomalies for Water Management in India A. Tiwari & V. Mishra 10.1029/2021JD035737
- Investigating the Accuracies in Short-Term Weather Forecasts and Its Impact on Irrigation Practices S. Gedam et al. 10.1061/JWRMD5.WRENG-5644
- A Bayesian modelling method for post-processing daily sub-seasonal to seasonal rainfall forecasts from global climate models and evaluation for 12 Australian catchments A. Schepen et al. 10.5194/hess-22-1615-2018
- Predicting the global temperature with the Stochastic Seasonal to Interannual Prediction System (StocSIPS) L. Del Rio Amador & S. Lovejoy 10.1007/s00382-019-04791-4
- Assessment of various bias correction methods and future projection of minimum and maximum temperatures using regional climate model over Thanjavur district G. Sundaram & S. Radhakrishnan 10.1007/s12517-022-10403-z
- An improved workflow for calibration and downscaling of GCM climate forecasts for agricultural applications – A case study on prediction of sugarcane yield in Australia A. Schepen et al. 10.1016/j.agrformet.2020.107991
- Comparative analysis of bias correction techniques for future climate assessment using CMIP6 hydrological variables for the Indian subcontinent M. Shah et al. 10.1007/s11600-024-01378-4
- Significant spatial patterns from the GCM seasonal forecasts of global precipitation T. Zhao et al. 10.5194/hess-24-1-2020
- State updating and calibration period selection to improve dynamic monthly streamflow forecasts for an environmental flow management application M. Gibbs et al. 10.5194/hess-22-871-2018
- Evaluating Bias-Correction Methods for Seasonal Dynamical Precipitation Forecasts S. Golian & C. Murphy 10.1175/JHM-D-22-0049.1
- Skill of seasonal flow forecasts at catchment scale: an assessment across South Korea Y. Lee et al. 10.5194/hess-28-3261-2024
- Towards robust seasonal streamflow forecasts in mountainous catchments: impact of calibration metric selection in hydrological modeling D. Araya et al. 10.5194/hess-27-4385-2023
- A framework of integrating heterogeneous data sources for monthly streamflow prediction using a state-of-the-art deep learning model W. Xu et al. 10.1016/j.jhydrol.2022.128599
- An intercomparison of approaches for improving operational seasonal streamflow forecasts P. Mendoza et al. 10.5194/hess-21-3915-2017
- Estimating the added value of GRACE total water storage and uncertainty quantification in seasonal streamflow forecasting L. Liu et al. 10.1080/02626667.2021.1998510
- Evaluation of Earth Observations and In Situ Data Assimilation for Seasonal Hydrological Forecasting J. Musuuza et al. 10.1029/2022WR033655
- Towards Sustainable Energy–Water–Environment Nexus System Considering the Interactions between Climatic, Social and Economic Factors: A Case Study of Fujian, China X. Li et al. 10.3390/su15129787
- Seasonal streamflow forecasts in the Ahlergaarde catchment, Denmark: the effect of preprocessing and post-processing on skill and statistical consistency D. Lucatero et al. 10.5194/hess-22-3601-2018
- Improving Operational Short- to Medium-Range (SR2MR) Streamflow Forecasts in the Upper Zambezi Basin and Its Sub-Basins Using Variational Ensemble Forecasting R. Valdés-Pineda et al. 10.3390/hydrology8040188
- Calibration of ECMWF SEAS5 based streamflow forecast in Seasonal hydrological forecasting for Citarum river basin, West Java, Indonesia D. Ratri et al. 10.1016/j.ejrh.2022.101305
- Intraseasonal scale ensemble forecasts of precipitation and evapotranspiration for the Madeira River basin using different physical parameterizations W. Gomes et al. 10.1016/j.atmosres.2022.106086
- Impact of the quality of hydrological forecasts on the management and revenue of hydroelectric reservoirs – a conceptual approach M. Cassagnole et al. 10.5194/hess-25-1033-2021
- Application of Artificial Neural Networks for Accuracy Enhancements of Real-Time Flood Forecasting in the Imjin Basin A. Jabbari & D. Bae 10.3390/w10111626
- Assessment of Agricultural Water Sufficiency under Climate and Land Use Changes in the Lam Takong River Basin S. Insan & K. Kuntiyawichai 10.3390/w14182794
- How Suitable is Quantile Mapping For Postprocessing GCM Precipitation Forecasts? T. Zhao et al. 10.1175/JCLI-D-16-0652.1
- Improved multi‐model ensemble forecasts of Iran's precipitation and temperature using a hybrid dynamical‐statistical approach during fall and winter seasons H. Najafi et al. 10.1002/joc.7148
- A Two‐Stage Framework for Bias and Reliability Tests of Ensemble Hydroclimatic Forecasts T. Zhao et al. 10.1029/2022WR032568
- Use of Seasonal Streamflow Forecasts for Flood Mitigation with Adaptive Reservoir Operation: A Case Study of the Chao Phraya River Basin, Thailand, in 2011 W. Kompor et al. 10.3390/w12113210
- Long-term precipitation prediction in different climate divisions of California using remotely sensed data and machine learning S. Majnooni et al. 10.1080/02626667.2023.2248112
- Multi-Model Approaches for Improving Seasonal Ensemble Streamflow Prediction Scheme with Various Statistical Post-Processing Techniques in the Canadian Prairie Region A. Muhammad et al. 10.3390/w10111604
- Predictive performance of NMME seasonal forecasts of global precipitation: A spatial-temporal perspective T. Zhao et al. 10.1016/j.jhydrol.2018.12.036
- What Are the Key Drivers Controlling the Quality of Seasonal Streamflow Forecasts? I. Pechlivanidis et al. 10.1029/2019WR026987
- Development of a postprocessing system of daily rainfall forecasts for seasonal crop prediction in Australia M. Li & H. Jin 10.1007/s00704-020-03268-3
- Bias Correction of Mixed Distributions of Temperature with Strong Diurnal Signal M. Haider et al. 10.1175/WAF-D-21-0108.1
- Bias-corrected and spatially disaggregated seasonal forecasts: a long-term reference forecast product for the water sector in semi-arid regions C. Lorenz et al. 10.5194/essd-13-2701-2021
- Tercile Forecasts for Extending the Horizon of Skillful Hydrological Predictions K. Bogner et al. 10.1175/JHM-D-21-0020.1
- Observed and projected trends in spring flood discharges for the Upper Harricana River, eastern boreal Canada A. Nolin et al. 10.1016/j.ejrh.2023.101462
- Error propagation of climate model rainfall to streamflow simulation in the Gidabo sub-basin, Ethiopian Rift Valley Lakes Basin A. Worako et al. 10.1080/02626667.2022.2072220
- Ensemble flood forecasting: Current status and future opportunities W. Wu et al. 10.1002/wat2.1432
- Assessment of an ensemble seasonal streamflow forecasting system for Australia J. Bennett et al. 10.5194/hess-21-6007-2017
- Seasonal hydroclimatic ensemble forecasts anticipate nutrient and suspended sediment loads using a dynamical-statistical approach S. Sharma et al. 10.1088/1748-9326/ab2c26
- Assessing two precipitation data sources at basins of special interest to hydropower production in Brazil A. Reis et al. 10.1590/2318-0331.252020190068
- Assessment of Subseasonal-to-Seasonal (S2S) Precipitation Forecast Skill for Reservoir Operation in the Yaque Del Norte River, Dominican Republic N. Pelak et al. 10.3390/w16142032
- A Bayesian modelling approach to forecasting short-term reference crop evapotranspiration from GCM outputs T. Zhao et al. 10.1016/j.agrformet.2019.02.003
- Evaluating post-processing approaches for monthly and seasonal streamflow forecasts F. Woldemeskel et al. 10.5194/hess-22-6257-2018
- Flood inundation mapping under climate change scenarios in the Boyo watershed of Southern Ethiopia M. Edamo et al. 10.2166/wcc.2022.193
- Hydrological data and modeling to combine and validate precipitation datasets relevant to hydrological applications A. Reis et al. 10.1016/j.ejrh.2022.101200
- CanStoc: A Hybrid Stochastic–GCM System for Monthly, Seasonal and Interannual Predictions S. Lovejoy & L. Del Rio Amador 10.3390/meteorology2040029
- The Optimal Multimodel Ensemble of Bias-Corrected CMIP5 Climate Models over China X. Yang et al. 10.1175/JHM-D-19-0141.1
- Improving the outputs of regional heavy rainfall forecasting models using an adaptive real-time approach Z. Alizadeh et al. 10.1080/02626667.2022.2027951
- Assessment of subseasonal-to-seasonal (S2S) ensemble extreme precipitation forecast skill over Europe P. Rivoire et al. 10.5194/nhess-23-2857-2023
- Seasonal streamflow forecasting by conditioning climatology with precipitation indices L. Crochemore et al. 10.5194/hess-21-1573-2017
- Seasonal streamflow forecasts for Europe – Part I: Hindcast verification with pseudo- and real observations W. Greuell et al. 10.5194/hess-22-3453-2018
- Evaluating the impact of post-processing medium-range ensemble streamflow forecasts from the European Flood Awareness System G. Matthews et al. 10.5194/hess-26-2939-2022
- A Multi-Factor Combination Model for Medium to Long-Term Runoff Prediction Based on Improved BP Neural Network K. Yan et al. 10.3390/w15203559
- The development and evaluation of a hydrological seasonal forecast system prototype for predicting spring flood volumes in Swedish rivers K. Foster et al. 10.5194/hess-22-2953-2018
- Seasonal rainfall forecasting for the Yangtze River basin using statistical and dynamical models S. Qian et al. 10.1002/joc.6216
- pyNMME: A python toolkit to retrieve, calibrate and verify seasonal precipitation forecasts Z. Huang & T. Zhao 10.1016/j.envsoft.2023.105732
- Monthly Precipitation Outlooks for Mexico Using El Niño Southern Oscillation Indices Approach M. González-González & A. Corrales-Suastegui 10.3390/atmos15080981
- Seasonal ensemble forecasts for soil moisture, evapotranspiration and runoff across Australia E. Vogel et al. 10.1016/j.jhydrol.2021.126620
- Vulnerability of water resource management to climate change: Application to a Pyrenean valley P. Huang et al. 10.1016/j.ejrh.2022.101241
- Monthly streamflow forecasting at varying spatial scales in the Rhine basin S. Schick et al. 10.5194/hess-22-929-2018
- Performance Assessment of Bias Correction Methods for Precipitation and Temperature from CMIP5 Model Simulation D. Londhe et al. 10.3390/app13169142
- Relating Anomaly Correlation to Lead Time: Principal Component Analysis of NMME Forecasts of Summer Precipitation in China T. Zhao et al. 10.1029/2018JD028267
- A Comparative Verification of Raw and Bias-Corrected ECMWF Seasonal Ensemble Precipitation Reforecasts in Java (Indonesia) D. Ratri et al. 10.1175/JAMC-D-18-0210.1
- Catchment memory explains hydrological drought forecast performance S. Sutanto & H. Van Lanen 10.1038/s41598-022-06553-5
- The role of internal climate variability on future streamflow projections M. Faghih & F. Brissette 10.1016/j.jhydrol.2023.130101
- Seasonal Climate Forecast Skill Assessment for the Management of Water Resources in a Run of River Hydropower System in the Poqueira River (Southern Spain) E. Contreras et al. 10.3390/w12082119
- Evaluating watershed hydrological responses to climate changes at Hangar Watershed, Ethiopia A. Galata et al. 10.2166/wcc.2021.229
- An Index Used to Evaluate the Applicability of Mid-to-Long-Term Runoff Prediction in a Basin Based on Mutual Information S. Xie et al. 10.3390/w16111619
- Geo-social media as a proxy for hydrometeorological data for streamflow estimation and to improve flood monitoring C. Restrepo-Estrada et al. 10.1016/j.cageo.2017.10.010
- Improving the accuracy of multimodel short-to-medium-range precipitation and streamflow forecasts over the Upper Bhima river basin, India S. Nandi & M. Janga Reddy 10.1080/02626667.2023.2243257
- A coupled human–natural system to assess the operational value of weather and climate services for agriculture Y. Li et al. 10.5194/hess-21-4693-2017
- Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil A. Costa et al. 10.1007/s40333-021-0097-y
- Comparison of Precipitation and Streamflow Correcting for Ensemble Streamflow Forecasts Y. Li et al. 10.3390/w10020177
- Assessing precipitation seasonal forecasts in Central Africa using North American Multimodel Ensemble (NMME) A. Tchinda et al. 10.1007/s00704-021-03915-3
- Evaluation and Bias Correction of S2S Precipitation for Hydrological Extremes W. Li et al. 10.1175/JHM-D-19-0042.1
- An Attempt to Use Non-Linear Regression Modelling Technique in Long-Term Seasonal Rainfall Forecasting for Australian Capital Territory I. Hossain et al. 10.3390/geosciences8080282
- Skill of Subseasonal Forecasts in Europe: Effect of Bias Correction and Downscaling Using Surface Observations S. Monhart et al. 10.1029/2017JD027923
- Streamflow forecasting using extreme gradient boosting model coupled with Gaussian mixture model L. Ni et al. 10.1016/j.jhydrol.2020.124901
- Lapse rate-adjusted bias correction for CMIP6 GCM precipitation data: An application to the Monsoon Asia Region M. Shanmugam et al. 10.1007/s10661-023-12187-5
- Machine learning algorithms to forecast wet-period rainfall using climate indices in Northern Territory of Australia R. Farooq et al. 10.1016/j.sctalk.2024.100397
- Estimation of the Daily Maximum Air Temperature for Baghdad City Using Multiple Linear Regression H. Al-Samarrai & M. Al-Jiboori 10.23851/mjs.v33i4.1168
- Coupling forecast calibration and data‐driven downscaling for generating reliable, high‐resolution, multivariate seasonal climate forecast ensembles at multiple sites A. Schepen et al. 10.1002/joc.6346
- Verification of ECMWF System 4 for seasonal hydrological forecasting in a northern climate R. Bazile et al. 10.5194/hess-21-5747-2017
- Evaluation of the ECMWF System 4 climate forecasts for streamflow forecasting in the Upper Hanjiang River Basin F. Tian et al. 10.2166/nh.2018.176
- Multi-model skill assessment of seasonal temperature and precipitation forecasts over Europe N. Mishra et al. 10.1007/s00382-018-4404-z
- A rainfall threshold‐based approach to early warnings in urban data‐scarce regions: A case study of pluvial flooding in Alexandria, Egypt A. Young et al. 10.1111/jfr3.12702
- An error model for long-range ensemble forecasts of ephemeral rivers J. Bennett et al. 10.1016/j.advwatres.2021.103891
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Short summary
This study investigates the way bias correcting precipitation forecasts can improve the skill of streamflow forecasts at extended lead times. Eight variants of bias correction approaches based on the linear scaling and the distribution mapping methods are applied to the precipitation forecasts prior to generating the streamflow forecasts. One of the main results of the study is that distribution mapping of daily values is successful in improving forecast reliability.
This study investigates the way bias correcting precipitation forecasts can improve the skill of...
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