Can bias correction and statistical downscaling methods improve the skill of seasonal precipitation forecasts?

Can bias correction and statistical downscaling methods improve the skill of seasonal precipitation forecasts?

Statistical downscaling methods are popular post-processing tools which are widely used in many sectors to adapt the coarse-resolution biased outputs from global climate simulations to the regional-to-local scale typically required by users. They range from simple and pragmatic Bias Correction (BC)...

书目详细资料
Main Authors:	Manzanas, R, Lucero, A, Weisheimer, A, Gutiérrez, J
格式:	Journal article
出版:	Springer Verlag 2017

相似书籍

Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts
由: L. Crochemore, et al.
出版: (2016-09-01)

Assessment of Model Drifts in Seasonal Forecasting: Sensitivity to Ensemble Size and Implications for Bias Correction
由: Rodrigo Manzanas
出版: (2020-03-01)

Statistical Bias Correction of Precipitation Forecasts Based on Quantile Mapping on the Sub-Seasonal to Seasonal Scale
由: Xiaomeng Li, et al.
出版: (2023-03-01)

Customized deep learning for precipitation bias correction and downscaling
由: F. Wang, et al.
出版: (2023-01-01)

Assessing Three Perfect Prognosis Methods for Statistical Downscaling of Climate Change Precipitation Scenarios
由: M. N. Legasa, et al.
出版: (2023-05-01)

Understanding the Impact of Precipitation Bias‐Correction and Statistical Downscaling Methods on Projected Changes in Flood Extremes
由: Alexander T. Michalek, et al.
出版: (2024-03-01)

Statistical Downscaling of Seasonal Forecasts of Sea Level Anomalies for U.S. Coasts
由: Xiaoyu Long, et al.
出版: (2023-02-01)

Spatiotemporal model based on transformer for bias correction and temporal downscaling of forecasts
由: Li Xiang, et al.
出版: (2022-11-01)

Dynamical-statistical downscaling of seasonal hindcasts of temperature and precipitation over South America
由: Priscila da Silva Tavares, et al.
出版: (2025-02-01)

Evaluation of the Dynamical–Statistical Downscaling Model for Extended Range Precipitation Forecasts in China
由: Hongke Cai, et al.
出版: (2022-10-01)

An evaluation of statistical model for downscaling precipitation /
由: Shahaboddin Hossein Gholizadeh, 1980-, et al.
出版: (2012)

Statistical downscaling of precipitation extreme events /
由: Wan Nor Hanisah Wan Hamzah, 1986-, et al.
出版: (2012)

An evaluation of statistical model for downscaling precipitation /
由: Khairul Anuar Mohamad, 1985-, et al.
出版: (2010)

An evaluation of statistical model for downscaling precipitation /
由: Shahaboddin Hossein Gholizadeh, 1980-
出版: (2012)

Improvement of time downscaling method for grid precipitation forecast
由: Couhua LIU, et al.
出版: (2020-12-01)

Dynamical and statistical downscaling of a global seasonal hindcast in eastern Africa
由: Grigory Nikulin, et al.
出版: (2018-01-01)

Is Bias Correction in Dynamical Downscaling Defensible?
由: Mark D. Risser, et al.
出版: (2024-05-01)

Statistical downscaling of daily precipitation by regression method /
由: Nurul Adzura Ismail, 1980-, author, et al.
出版: (2007)

An improved time downscaling method for numerical model precipitation forecast
由: Xiang SU, et al.
出版: (2024-10-01)

Statistical Downscaling of ERA-Interim Forecast Precipitation Data in Complex Terrain Using LASSO Algorithm
由: Lu Gao, et al.
出版: (2014-01-01)

Impact‐Based Skill Evaluation of Seasonal Precipitation Forecasts
由: Zahir Nikraftar, et al.
出版: (2024-11-01)

A new view of seasonal forecast skill: bounding boxes from the DEMETER ensemble forecasts
由: Weisheimer, A, et al.
出版: (2005)

Projecting aridity from statistically downscaled and bias-corrected variables for the Gediz Basin, Turkey
由: Umut Kirdemir, et al.
出版: (2022-08-01)

An evaluation of statistical model for downscaling precipitation[electronic resource] /
由: Khairul Anuar Mohamad, 1985-
出版: (2010)

Statistical downscaling of precipitation extreme events [electronic resource] /
由: Wan Nor Hanisah Wan Hamzah, 1986-
出版: (2012)

Uncertainty analysis of the statistically downscaling Precipitation and Temptation on the Qorantalar
由: Mehdi Ahmadi, et al.
出版: (2017-10-01)

Using statistical downscaling to assess skill of decadal predictions
由: Rasmus Benestad, et al.
出版: (2019-01-01)

A downscaling and bias correction method for climate model ensemble simulations of local-scale hourly precipitation
由: Takao Yoshikane, et al.
出版: (2023-06-01)

Evaluation of a bias correction method applied to downscaled precipitation and temperature reanalysis data for the Rhine basin
由: W. Terink, et al.
出版: (2010-04-01)

Study of a dynamic downscaling scheme for quantitative precipitation forecasting
由: Y. Li, et al.
出版: (2015-05-01)

Evaluation of downscaling seasonal climate forecasts for crop yield forecasting in Zimbabwe
由: S. Chinyoka, et al.
出版: (2023-04-01)

Seasonal to annual ocean forecasting skill and the role of model and observational uncertainty
由: Juricke, S, et al.
出版: (2018)

A generative deep learning approach to stochastic downscaling of precipitation forecasts
由: Harris, L, et al.
出版: (2022)

On the reliability of seasonal climate forecasts.
由: Weisheimer, A, et al.
出版: (2014)

Toward GIC Forecasting: Statistical Downscaling of the Geomagnetic Field to Improve Geoelectric Field Forecasts
由: C. Haines, et al.
出版: (2022-01-01)

Dynamical and statistical downscaling of precipitation and temperature in a Mediterranean area
由: Claudia Pizzigalli, et al.
出版: (2012-03-01)

Statistical Learning-Based Spatial Downscaling Models for Precipitation Distribution
由: Yichen Wu, et al.
出版: (2022-01-01)

Statistical and dynamical downscaling assessments of precipitation extremes in the Mediterranean area
由: Elke Hertig, et al.
出版: (2012-02-01)

Inter-comparison of statistical downscaling methods for projection of extreme precipitation in Europe
由: M. A. Sunyer, et al.
出版: (2015-04-01)

The northern hemisphere circumglobal teleconnection in a seasonal forecast model and its relationship to European summer forecast skill
由: Beverley, J, et al.
出版: (2018)