Statistical downscaling skill under present climate conditions: A synthesis of the VALUE perfect predictor experiment

An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment

(2018) J. M. Gutiérrez et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Comparison of statistical downscaling methods with respect to extreme events over Europe: Validation results from the perfect predictor experiment of the COST Action VALUE

(2018) Elke Hertig et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Uncertainty in gridded precipitation products: Influence of station density, interpolation method and grid resolution

(2018) Sixto Herrera et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Observational uncertainty and regional climate model evaluation: a pan-European perspective

(2017) Sven Kotlarski et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Challenges to link climate change data provision and user needs - perspective from the COST-action VALUE

(2017) O. Rössler et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Towards process-informed bias correction of climate change simulations

(2017) Douglas Maraun et al.   Nature Climate Change

Multivariate Bias Correction of Climate Model Output: Matching Marginal Distributions and Intervariable Dependence Structure

(2016) Alex J. Cannon   JOURNAL OF CLIMATE

VALUE: A framework to validate downscaling approaches for climate change studies

(2015) Douglas Maraun et al.   Earths Future

Stochastic temporal disaggregation of monthly precipitation for regional gridded data sets

(2014) Stephan Thober et al.   WATER RESOURCES RESEARCH

An intercomparison of statistical downscaling methods used for water resource assessments in the United States

(2014) Ethan Gutmann et al.   WATER RESOURCES RESEARCH

Consistency of simulated and observed regional changes in temperature, sea level pressure and precipitation

(2013) J. Bhend et al.   CLIMATIC CHANGE

Interrogating empirical-statistical downscaling

(2013) B. C. Hewitson et al.   CLIMATIC CHANGE

Multi-variable error correction of regional climate models

(2013) Renate Anna Irma Wilcke et al.   CLIMATIC CHANGE

Bias Correction, Quantile Mapping, and Downscaling: Revisiting the Inflation Issue

(2013) Douglas Maraun   JOURNAL OF CLIMATE

A stochastic model for high-resolution space-time precipitation simulation

(2013) Athanasios Paschalis et al.   WATER RESOURCES RESEARCH

Downscaling Extremes—An Intercomparison of Multiple Statistical Methods for Present Climate

(2012) G. Bürger et al.   JOURNAL OF CLIMATE

Reassessing Statistical Downscaling Techniques for Their Robust Application under Climate Change Conditions

(2012) J. M. Gutiérrez et al.   JOURNAL OF CLIMATE

Bias correction of regional climate model simulations for hydrological climate-change impact studies: Review and evaluation of different methods

(2012) Claudia Teutschbein et al.   JOURNAL OF HYDROLOGY

Downscaling daily precipitation over the Yellow River source region in China: a comparison of three statistical downscaling methods

(2012) Yurong Hu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

A comparison of multi-site daily rainfall downscaling techniques under Australian conditions

(2011) Andrew J. Frost et al.   JOURNAL OF HYDROLOGY

The ERA-Interim reanalysis: configuration and performance of the data assimilation system

(2011) D. P. Dee et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Validation required

(2010)   NATURE

Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user

(2010) D. Maraun et al.   REVIEWS OF GEOPHYSICS