2012
DOI: 10.1007/s00382-012-1393-1
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Very extreme seasonal precipitation in the NARCCAP ensemble: model performance and projections

Abstract: Seasonal extreme daily precipitation is analyzed in the ensemble of NARCAPP regional climate models. Significant variation in these models' abilities to reproduce observed precipitation extremes over the contiguous United States is found. Model performance metrics are introduced to characterize overall biases, seasonality, spatial extent and the shape of the precipitation distribution. Comparison of the models to gridded observations that include an elevation correction is found to be better than to gridded ob… Show more

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Cited by 125 publications
(118 citation statements)
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“…All Rights Reserved. regional climate change simulations over western North America give predictions that appear to be consistent with our results, with the largest fractional changes in both mean and extreme wintertime precipitation occurring in the immediate lee of the Cascades and the Sierra Nevada and relatively modest increases on windward slopes [Diffenbaugh et al, 2005;Wehner, 2013]. While much more research is needed to understand the full response of orographic precipitation to climate change in any particular mountain range, we hope that our results might serve as a useful benchmark against which other predictions can be interpreted and evaluated.…”
Section: Discussionsupporting
confidence: 86%
“…All Rights Reserved. regional climate change simulations over western North America give predictions that appear to be consistent with our results, with the largest fractional changes in both mean and extreme wintertime precipitation occurring in the immediate lee of the Cascades and the Sierra Nevada and relatively modest increases on windward slopes [Diffenbaugh et al, 2005;Wehner, 2013]. While much more research is needed to understand the full response of orographic precipitation to climate change in any particular mountain range, we hope that our results might serve as a useful benchmark against which other predictions can be interpreted and evaluated.…”
Section: Discussionsupporting
confidence: 86%
“…The NARCCAP data resulted from different combinations of RCM and GCM models, and the spatial resolution used by all the RCMs differ only slightly from each other. However, the formulations and parametrization methods used by the RCMs vary greatly from each other [67]. These RCMs are driven by the four GCMs that again differ from each other with regard to formulations and parametrizations.…”
Section: Discussionmentioning
confidence: 99%
“…The North American Regional Climate Change Assessment Program (NARCCAP) is a dynamical downscaling program with the ensemble of GCM-RCM combinations that serves the highresolution climate scenario needs for the North America (Mearns et al, 2013). The mesoscale framework in NARCCAP results in more extreme precipitation events compared to the GCMs, and becoming less deviated from observations (Gutowski et al, 2010;Wehner, 2013). Coordinated Regional climate Downscaling Experiment (CORDEX) is another project that employed dynamical downscaling over multiple regions of interest around the globe (Europe, South Africa, East Asia, etc.)…”
Section: Introductionmentioning
confidence: 99%