Bias correcting climate change simulations-a critical review
D Maraun - Current Climate Change Reports, 2016 - Springer
Climate models are our major source of knowledge about climate change. The impacts of
climate change are often quantified by impact models. Whereas impact models typically …
climate change are often quantified by impact models. Whereas impact models typically …
Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
Precipitation downscaling improves the coarse resolution and poor representation of
precipitation in global climate models and helps end users to assess the likely hydrological …
precipitation in global climate models and helps end users to assess the likely hydrological …
High-resolution and bias-corrected CMIP5 projections for climate change impact assessments
Projections of climate change are available at coarse scales (70–400 km). But agricultural
and species models typically require finer scale climate data to model climate change …
and species models typically require finer scale climate data to model climate change …
Improving multiple model ensemble predictions of daily precipitation and temperature through machine learning techniques
Abstract Multi-Model Ensembles (MMEs) are used for improving the performance of GCM
simulations. This study evaluates the performance of MMEs of precipitation, maximum …
simulations. This study evaluates the performance of MMEs of precipitation, maximum …
Bias-corrected climate projections for South Asia from coupled model intercomparison project-6
Climate change is likely to pose enormous challenges for agriculture, water resources,
infrastructure, and livelihood of millions of people living in South Asia. Here, we develop …
infrastructure, and livelihood of millions of people living in South Asia. Here, we develop …
[LIVRE][B] Statistical downscaling and bias correction for climate research
Statistical downscaling and bias correction are becoming standard tools in climate impact
studies. This book provides a comprehensive reference to widely-used approaches, and …
studies. This book provides a comprehensive reference to widely-used approaches, and …
A trend-preserving bias correction–the ISI-MIP approach
S Hempel, K Frieler, L Warszawski… - Earth System …, 2013 - esd.copernicus.org
Statistical bias correction is commonly applied within climate impact modelling to correct
climate model data for systematic deviations of the simulated historical data from …
climate model data for systematic deviations of the simulated historical data from …
Climate change impacts on the upper Indus hydrology: sources, shifts and extremes
The Indus basin heavily depends on its upstream mountainous part for the downstream
supply of water while downstream demands are high. Since downstream demands will likely …
supply of water while downstream demands are high. Since downstream demands will likely …
Climate change impacts on groundwater and dependent ecosystems
Aquifers and groundwater-dependent ecosystems (GDEs) are facing increasing pressure
from water consumption, irrigation and climate change. These pressures modify …
from water consumption, irrigation and climate change. These pressures modify …
Downscaling RCM precipitation to the station scale using statistical transformations–a comparison of methods
The impact of climate change on water resources is usually assessed at the local scale.
However, regional climate models (RCMs) are known to exhibit systematic biases in …
However, regional climate models (RCMs) are known to exhibit systematic biases in …