Sentences with phrase «quantile delta»

First, a bias correction algorithm, quantile delta mapping (QDM), that explicitly preserves relative changes in precipitation quantiles is presented.

First, the CA and Climate Imprint (CI)(Hunter and Meentemeyer 2005) plus quantile delta mapping (QDM)(Cannon, Sobie, and Murdock 2015) algorithms are run independently.

Not exact matches

The first is Bias - Correction Spatial Disaggregation (BCSD)(Wood et al., 2004) following Maurer et al., (2008) with the following modifications: the incorporation of monthly minimum and maximum temperature instead of monthly mean temperature, as suggested by Bürger et al., (2012) and bias correction using detrended quantile mapping with delta method extrapolation following Bürger et al., (2013).

Seven single - site statistical downscaling methods for daily temperature and precipitation, including four deterministic algorithms [analog model (ANM), quantile mapping with delta method extrapolation (QMD), cumulative distribution function transform (CDFt), and model - based recursive partitioning (MOB)-RSB- and three stochastic algorithms [generalized linear model (GLM), Conditional Density Estimation Network Creation and Evaluation (CaDENCE), and Statistical Downscaling Model — Decision Centric (SDSM — DC] are evaluated at nine stations located in the mountainous region of Iran's Midwest.

Outputs from seven downscaling methods — bias correction constructed analogues (BCCA), double BCCA (DBCCA), BCCA with quantile mapping reordering (BCCAQ), bias correction spatial disaggregation (BCSD), BCSD using minimum / maximum temperature (BCSDX), the climate imprint delta method (CI), and bias corrected CI (BCCI)-- are used to drive the Variable Infiltration Capacity (VIC) model over the snow - dominated Peace River basin, British Columbia.