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)...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Manzanas, R, Lucero, A, Weisheimer, A, Gutiérrez, J
Formáid:	Journal article
Foilsithe / Cruthaithe:	Springer Verlag 2017

Míreanna comhchosúla

Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts
de réir: L. Crochemore, et al.
Foilsithe / Cruthaithe: (2016-09-01)

Dynamical and statistical downscaling of seasonal temperature forecasts in Europe: Added value for user applications
de réir: R. Manzanas, et al.
Foilsithe / Cruthaithe: (2018-01-01)

Assessment of Model Drifts in Seasonal Forecasting: Sensitivity to Ensemble Size and Implications for Bias Correction
de réir: Rodrigo Manzanas
Foilsithe / Cruthaithe: (2020-03-01)

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

Customized deep learning for precipitation bias correction and downscaling
de réir: F. Wang, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Assessing Three Perfect Prognosis Methods for Statistical Downscaling of Climate Change Precipitation Scenarios
de réir: M. N. Legasa, et al.
Foilsithe / Cruthaithe: (2023-05-01)

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

Configuration and intercomparison of deep learning neural models for statistical downscaling
de réir: J. Baño-Medina, et al.
Foilsithe / Cruthaithe: (2020-04-01)

Statistical Downscaling of Seasonal Forecasts of Sea Level Anomalies for U.S. Coasts
de réir: Xiaoyu Long, et al.
Foilsithe / Cruthaithe: (2023-02-01)

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

Spatiotemporal model based on transformer for bias correction and temporal downscaling of forecasts
de réir: Li Xiang, et al.
Foilsithe / Cruthaithe: (2022-11-01)

Dynamical-statistical downscaling of seasonal hindcasts of temperature and precipitation over South America
de réir: Priscila da Silva Tavares, et al.
Foilsithe / Cruthaithe: (2025-02-01)

An evaluation of statistical model for downscaling precipitation /
de réir: Shahaboddin Hossein Gholizadeh, 1980-, et al.
Foilsithe / Cruthaithe: (2012)

Statistical downscaling of precipitation extreme events /
de réir: Wan Nor Hanisah Wan Hamzah, 1986-, et al.
Foilsithe / Cruthaithe: (2012)

An evaluation of statistical model for downscaling precipitation /
de réir: Khairul Anuar Mohamad, 1985-, et al.
Foilsithe / Cruthaithe: (2010)

An evaluation of statistical model for downscaling precipitation /
de réir: Shahaboddin Hossein Gholizadeh, 1980-
Foilsithe / Cruthaithe: (2012)

Improvement of time downscaling method for grid precipitation forecast
de réir: Couhua LIU, et al.
Foilsithe / Cruthaithe: (2020-12-01)

Dynamical and statistical downscaling of a global seasonal hindcast in eastern Africa
de réir: Grigory Nikulin, et al.
Foilsithe / Cruthaithe: (2018-01-01)

Statistical downscaling of daily precipitation by regression method /
de réir: Nurul Adzura Ismail, 1980-, author, et al.
Foilsithe / Cruthaithe: (2007)

Is time a variable like the others in multivariate statistical downscaling and bias correction?
de réir: Y. Robin, et al.
Foilsithe / Cruthaithe: (2021-11-01)

Is Bias Correction in Dynamical Downscaling Defensible?
de réir: Mark D. Risser, et al.
Foilsithe / Cruthaithe: (2024-05-01)

Performance Evaluation of Statistical Downscaling Model (SDSM) in Forecasting Precipitation in two Arid and Hyper arid Regions
de réir: M. Rezaei, et al.
Foilsithe / Cruthaithe: (2014-12-01)

An improved time downscaling method for numerical model precipitation forecast
de réir: Xiang SU, et al.
Foilsithe / Cruthaithe: (2024-10-01)

Statistical Downscaling of ERA-Interim Forecast Precipitation Data in Complex Terrain Using LASSO Algorithm
de réir: Lu Gao, et al.
Foilsithe / Cruthaithe: (2014-01-01)

Impact‐Based Skill Evaluation of Seasonal Precipitation Forecasts
de réir: Zahir Nikraftar, et al.
Foilsithe / Cruthaithe: (2024-11-01)

A new view of seasonal forecast skill: bounding boxes from the DEMETER ensemble forecasts
de réir: Weisheimer, A, et al.
Foilsithe / Cruthaithe: (2005)

Projecting aridity from statistically downscaled and bias-corrected variables for the Gediz Basin, Turkey
de réir: Umut Kirdemir, et al.
Foilsithe / Cruthaithe: (2022-08-01)

An evaluation of statistical model for downscaling precipitation[electronic resource] /
de réir: Khairul Anuar Mohamad, 1985-
Foilsithe / Cruthaithe: (2010)

Statistical downscaling of precipitation extreme events [electronic resource] /
de réir: Wan Nor Hanisah Wan Hamzah, 1986-
Foilsithe / Cruthaithe: (2012)

Uncertainty analysis of the statistically downscaling Precipitation and Temptation on the Qorantalar
de réir: Mehdi Ahmadi, et al.
Foilsithe / Cruthaithe: (2017-10-01)

Using statistical downscaling to assess skill of decadal predictions
de réir: Rasmus Benestad, et al.
Foilsithe / Cruthaithe: (2019-01-01)

Optimizing Precipitation Forecasts for Hydrological Catchments in Ethiopia Using Statistical Bias Correction and Multi‐Modeling
de réir: Sippora Stellingwerf, et al.
Foilsithe / Cruthaithe: (2021-06-01)

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

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

Study of a dynamic downscaling scheme for quantitative precipitation forecasting
de réir: Y. Li, et al.
Foilsithe / Cruthaithe: (2015-05-01)

Dynamically vs. empirically downscaled medium-range precipitation forecasts
de réir: G. Bürger
Foilsithe / Cruthaithe: (2009-09-01)

Seasonal to annual ocean forecasting skill and the role of model and observational uncertainty
de réir: Juricke, S, et al.
Foilsithe / Cruthaithe: (2018)

Evaluation of downscaling seasonal climate forecasts for crop yield forecasting in Zimbabwe
de réir: S. Chinyoka, et al.
Foilsithe / Cruthaithe: (2023-04-01)

Downscaling of seasonal soil moisture forecasts using satellite data
de réir: S. Schneider, et al.
Foilsithe / Cruthaithe: (2014-08-01)

A generative deep learning approach to stochastic downscaling of precipitation forecasts
de réir: Harris, L, et al.
Foilsithe / Cruthaithe: (2022)