[PDF] Top 20 Errors in climate model daily precipitation and temperature output: time invariance and implications for bias correction
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Errors in climate model daily precipitation and temperature output: time invariance and implications for bias correction
... circulation model (GCM) output, for example when statistically down- scaling for regional and local impacts studies, a common as- sumption is that the GCM biases can be characterized by comparing ... See full document
13
Climate model bias correction and the role of timescales
... that output from climate mod- els cannot be used to force hydrological simulations with- out some form of preprocessing to remove the existing bi- ...statistical bias correction methodologies ... See full document
15
Technical Note: The impact of spatial scale in bias correction of climate model output for hydrologic impact studies
... large-scale climate data we use are daily precipitation and maximum and minimum surface air temperature from the National Centers for Environmental Prediction and the National Center of ... See full document
12
Effects of climate model radiation, humidity and wind estimates on hydrological simulations
... GCM output, especially precipitation, is corrected for biases, re- sults from the hydrological simulation will be unrealistic and of limited use ...behind bias correction is to adjust ... See full document
14
Stochastic bias-correction of daily rainfall scenarios for hydrological applications
... the climate system by improving the climate model physics, resolution and parameterization for unresolved processes, which result in the development of high-resolution Global Climate Models ... See full document
13
Impacts of climate change on temperature, precipitation and hydrology in Finland – studies using bias corrected Regional Climate Model data
... RCM climate change signal, whereas the BC approach ad- justs the daily RCM simulated variables based on the dif- ference between observed and simulated climate in the con- trol ...in ... See full document
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Bias correction can modify climate model simulated precipitation changes without adverse effect on the ensemble mean
... of precipitation can be dominant even at timescales as long as 50 yr (Deser et ...regional precipitation change between two peri- ods in a GCM’s historic simulation compared to the observed change result ... See full document
11
Precipitation bias correction of very high resolution regional climate models
... of precipitation when compared to both grid- ded and station data sets, even in areas where the wet-day condition was not ...high-resolution model at seasonal or even monthly timescales, but it has been ... See full document
10
On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff
... of climate model data sets as an input for catchment-scale hydrological models is accomplished by a two-step approach of correcting climate model biases if needed at the RCM grid scale before ... See full document
16
Stochastic Model Output Statistics for Bias Correcting and Downscaling Precipitation Including Extremes
... and time; hence, rain gauge time series generally exhibit additional random small-scale variability compared to area ...between daily precipitation statistics simulated by climate ... See full document
20
Evaluation of a bias correction method applied to downscaled precipitation and temperature reanalysis data for the Rhine basin
... expect precipitation and temperature to have the largest influence on the performance of the hy- drological ...model output. Therefore, it is very useful for ongoing research on climate ... See full document
17
Bias correction and post-processing under climate change
... of climate changes on our society, these post-processing are used assuming that the impact of model errors is the same before and after the climate change, or is varying linearly in ... See full document
14
HESS Opinions "Should we apply bias correction to global and regional climate model data?"
... a climate change study in Europe that “the most striking result of our analysis is that land–atmosphere coupling is significantly affected by global warming and is itself a key player for climate ...gional ... See full document
14
How does bias correction of regional climate model precipitation affect modelled runoff?
... studies bias correct daily precipitation from climate models to match the observed precipitation statistics, and the bias corrected data are then used for various mod- elling ... See full document
18
Scaled distribution mapping: a bias correction method that preserves raw climate model projected changes
... model’s climate change signal could be justified with QM if one finds that the stationarity assumption is ...error correction values are independent of the calibration ...same daily data in the ... See full document
18
Conditioning model output statistics of regional climate model precipitation on circulation patterns
... using precipitation statis- tics on mean daily precipitation and the mean annual maxi- mum 5-day accumulation of precipitation (max5day) as well as a number of performance scores for ... See full document
11
Precipitation ensembles conforming to natural variations derived from a regional climate model using a new bias correction scheme
... novel bias correction scheme for regional climate model (RCM) precipitation ...using model ensembles for climate change impact studies is that the uncertainties associated ... See full document
16
High resolution Med CORDEX regional climate model simulations for hydrological impact studies: a first evaluation of the ALADIN Climate model in Morocco
... a bias correction of their outputs (Déqué, 2007; Piani et ...calibration time period. Indeed the strong assumption behind bias correction is that the model bias is ... See full document
19
A method to preserve trends in quantile mapping bias correction of climate modeled temperature
... the time extrapolation of the TF is regarded as a leap of faith that may lead to a false certainty about the robustness of the adjusted pro- ...the climate vari- able statistics that eventually change the ... See full document
12
The Impact of Bias Correction and Model Selection on Passing Temperature Thresholds
... a climate model ensemble depends on the ensemble design, the model independence (considered here in terms of shared formulation), and whether the models have been evaluated (Knutti, ...sample ... See full document
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