Abstract The European CORDEX (EURO-CORDEX) initiative is a large voluntary effort that
seeks to advance regional climate and Earth system science in Europe. As part of the World …

Deep learning techniques (in particular convolutional neural networks, CNNs) have recently
emerged as a promising approach for statistical downscaling due to their ability to learn …

Climate models are widely used in climate change impact studies. However, these
simulations often cannot be used directly due to inherent limitations, such as structural …

The increasing demand for high-resolution climate information has attracted growing
attention to statistical downscaling (SDS) methods, due in part to their relative advantages …

Daily meteorological data such as temperature or precipitation from climate models are
needed for many climate impact studies, eg, in hydrology or agriculture, but direct model …

Super-resolving the coarse outputs of global climate simulations, termed downscaling, is
crucial in making political and social decisions on systems requiring long-term climate …

The Austrian regional climate projections are based on an ensemble of bias adjusted
regional climate model simulations. Bias adjustment (BA) improves the usability of climate …

The climate change impact and adaptation communities need future scenarios with sufficient
high resolution, which are frequently achieved by applying Statistical Downscaling Models …

The Pyrenees, located in the transition zone of Atlantic and Mediterranean climates,
constitute a paradigmatic example of mountains undergoing rapid changes in environmental …

Climate impact models often require unbiased point-scale observations, but climate models
typically provide biased simulations at the grid scale. While standard bias adjustment …