Narapusetty B, Stan C, Kumar A (2014) Bias correction methods for decadal sea-surface temperature forecasts. Tellus A. : 10.3402/tellusa.v66.23681 (ISSN 1600-0870)Narapusetty, B., Stan, C. and Kumar, A. (2014) Bias correction methods for decadal sea-surface temperature...
LUO Hui-ziQU Chang-wenXU ZhengControl and DecisionJi Yiming,Yu Changbin,Anderson B D O.Bias-correction method in bearing-only passive localization.Proceedings of the 18th European Signal Processing Conference. 2010... HZ Luo,QU Chang-Wen,XU Zheng - 《Control & Decision》 被引量: 0发表: 201...
machine-learningclassificationpost-processingfairnessethicsbias-correctionbias-detectionfairness-aifairness-mlresponsible-ai UpdatedSep 21, 2024 R AgroClimaticTools/CDBC Star29 Code Issues Pull requests Climate Data Bias Corrector: A tool to bias correct the Global Climate Model (GCM)/ Regional Climate Mod...
QM and QDM methods are used to correct simulated temperature and precipitation over China from a set of regional climate model (RegCM4) projection simulations in which the RegCM4 is driven by five different general circulation models. Extreme climate ind
users should find other datasets or bias-correction methods that address such aspects. As a whole, our assumptions might lead to uncertainties, and therefore, we suggest that users of these data perform a detailed uncertainty analysis in order to determine if these data in fact fulfil their requi...
Indeed, based on a biased or even inconsistent estimator, several simulation-based methods can be used to define new estimators that are both consistent and with reduced finite sample bias. This framework includes the classical method of the indirect inference for bias correction without requiring ...
Biases in climate model simulations introduce biases in subsequent impact simulations. Therefore, bias correction methods are operationally used to post-process regional climate projections. However, many problems have been identified, and some researche
In this study, we used data from the ECMWF-IFS (grid resolution: 0.125°) from 2005 to 2018. The forecast data are issued twice a day at 0000 UTC and 1200 UTC, and the forecast lead time is from 24 h to 240 h (10 days). The ground truth used by the correction methods is the ...
The bias correction methods applied here are linear scaling (Scaling), empirical quantile mapping (EQM), power transformation (PTR) and local intensity scaling (LOCI). All the bias correction techniques show skill in improving the model results, but there are clear differences in the degrees of ...
Bias correction formulae are derived from statistical evaluation of the data of inter-laboratory studies by the SDO and serve as a valuable tool to compare measurement data obtained with one test method (in this example ASTM D7042) to results...