On the suitability of deep convolutional neural networks for continental-wide downscaling of climate change projections

Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community

(2020) Daniela Jacob et al.   Regional Environmental Change

Statistical downscaling of daily temperature and precipitation over China using Deep Learning Neural Models: Localization and Comparison with other methods

(2020) Lei Sun et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Statistical downscaling or bias adjustment? A case study involving implausible climate change projections of precipitation in Malawi

(2020) R. Manzanas et al.   CLIMATIC CHANGE

Differential Credibility Assessment for Statistical Downscaling

(2020) S. C. Pryor et al.   Journal of Applied Meteorology and Climatology

Improving Precipitation Estimation Using Convolutional Neural Network

(2019) Baoxiang Pan et al.   WATER RESOURCES RESEARCH

Bias adjustment and ensemble recalibration methods for seasonal forecasting: a comprehensive intercomparison using the C3S dataset

(2019) R. Manzanas et al.   CLIMATE DYNAMICS

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

An R-based open framework for reproducible climate data access and post-processing

(2018) M. Iturbide et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An Ensemble Version of the E-OBS Temperature and Precipitation Data Sets

(2018) Richard C. Cornes et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Influence of Bias Correcting Predictors on Statistical Downscaling Models

(2017) Mathieu Vrac et al.   Journal of Applied Meteorology and Climatology

Reassessing Model Uncertainty for Regional Projections of Precipitation with an Ensemble of Statistical Downscaling Methods

(2017) D. San-Martín et al.   JOURNAL OF CLIMATE

Statistical Downscaling in the Tropics Can Be Sensitive to Reanalysis Choice: A Case Study for Precipitation in the Philippines

(2015) R. Manzanas et al.   JOURNAL OF CLIMATE

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

(2015) Douglas Maraun et al.   Earths Future

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

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

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

EC-Earth

(2010) Wilco Hazeleger et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Probabilistic Multisite Precipitation Downscaling by an Expanded Bernoulli–Gamma Density Network

(2008) Alex J. Cannon   JOURNAL OF HYDROMETEOROLOGY