Matches in SemOpenAlex for { <https://semopenalex.org/work/W3125885890> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W3125885890 abstract "<p>The post-processing of the Earth System Models (ESMs) outputs has become a routine step that is taken in climate change impact assessments with the aim of (i) reproducing the probability distribution of the corresponding observed data and (ii) correcting the biases in the probability distributions of projected future climate. To responsibly support the decision&#8208;making processes, the climate&#8208;modeling community has been discussing about the conceptual requirements that bias&#8208;correction methods should fulfill to avoid altering the relevant information that is provided by ESMs, like the climate trends or the inter-variable physical dependence structure. Bearing in mind these discussions, a recently proposed method of bias-correction, based on TRend-preserving Synthetic Samples of Stable Distributions (TR3S), decomposes the atmospheric variables into three temporal elements that represent the climate mean state, the interannual variability, and the daily variability. This decomposition is aimed at correcting the biases at one time scale without affecting the projected climate trend or the distributional properties at other time scales. The novelty of this approach is, nevertheless, marked by the adjustment of interannual and daily variability that is made by replacing the ESM&#8208;simulated variability with synthetic samples drawn from Stable Distributions (SDs) that were previously fitted to the observed variability. The replacement prevents the transfer of the sampling variability of the calibration period while giving the corrected data the distributional properties of the observed climate. The employment of SDs was motivated by the fact that the ESM-projected changes in the scale, the symmetry, and the frequency of extremes can be measured and applied to the SDs of the observed data. In this work, we correct the biases in the global precipitation datasets generated by several ESMs using the TR3S method and present the projected changes of a few indices of extremes using online interactive maps. Furthermore, the TR3S method allowed us to document the spatial distribution of the biases in the distributional properties (i.e., scale, symmetry, and frequency of extremes) of daily and interannual variability of each ESM. We hope that the bias-corrected information can be useful to end-users in impact assessments and the analytical framework of model biases can be used by modelers to identify ways in which the ESM parameterizations could be improved.</p>" @default.
- W3125885890 created "2021-02-01" @default.
- W3125885890 creator A5029225769 @default.
- W3125885890 creator A5052195664 @default.
- W3125885890 creator A5091426277 @default.
- W3125885890 date "2020-03-10" @default.
- W3125885890 modified "2023-09-27" @default.
- W3125885890 title "ESM-projected global change in indices of extreme precipitation using the TR3S method of bias-correction" @default.
- W3125885890 doi "https://doi.org/10.5194/egusphere-egu2020-15523" @default.
- W3125885890 hasPublicationYear "2020" @default.
- W3125885890 type Work @default.
- W3125885890 sameAs 3125885890 @default.
- W3125885890 citedByCount "0" @default.
- W3125885890 crossrefType "posted-content" @default.
- W3125885890 hasAuthorship W3125885890A5029225769 @default.
- W3125885890 hasAuthorship W3125885890A5052195664 @default.
- W3125885890 hasAuthorship W3125885890A5091426277 @default.
- W3125885890 hasConcept C105795698 @default.
- W3125885890 hasConcept C107054158 @default.
- W3125885890 hasConcept C127313418 @default.
- W3125885890 hasConcept C132651083 @default.
- W3125885890 hasConcept C138885662 @default.
- W3125885890 hasConcept C149441793 @default.
- W3125885890 hasConcept C149782125 @default.
- W3125885890 hasConcept C153294291 @default.
- W3125885890 hasConcept C168754636 @default.
- W3125885890 hasConcept C18903297 @default.
- W3125885890 hasConcept C205649164 @default.
- W3125885890 hasConcept C27206212 @default.
- W3125885890 hasConcept C2778738651 @default.
- W3125885890 hasConcept C2778755073 @default.
- W3125885890 hasConcept C33923547 @default.
- W3125885890 hasConcept C39432304 @default.
- W3125885890 hasConcept C49204034 @default.
- W3125885890 hasConcept C58640448 @default.
- W3125885890 hasConcept C86803240 @default.
- W3125885890 hasConceptScore W3125885890C105795698 @default.
- W3125885890 hasConceptScore W3125885890C107054158 @default.
- W3125885890 hasConceptScore W3125885890C127313418 @default.
- W3125885890 hasConceptScore W3125885890C132651083 @default.
- W3125885890 hasConceptScore W3125885890C138885662 @default.
- W3125885890 hasConceptScore W3125885890C149441793 @default.
- W3125885890 hasConceptScore W3125885890C149782125 @default.
- W3125885890 hasConceptScore W3125885890C153294291 @default.
- W3125885890 hasConceptScore W3125885890C168754636 @default.
- W3125885890 hasConceptScore W3125885890C18903297 @default.
- W3125885890 hasConceptScore W3125885890C205649164 @default.
- W3125885890 hasConceptScore W3125885890C27206212 @default.
- W3125885890 hasConceptScore W3125885890C2778738651 @default.
- W3125885890 hasConceptScore W3125885890C2778755073 @default.
- W3125885890 hasConceptScore W3125885890C33923547 @default.
- W3125885890 hasConceptScore W3125885890C39432304 @default.
- W3125885890 hasConceptScore W3125885890C49204034 @default.
- W3125885890 hasConceptScore W3125885890C58640448 @default.
- W3125885890 hasConceptScore W3125885890C86803240 @default.
- W3125885890 hasLocation W31258858901 @default.
- W3125885890 hasOpenAccess W3125885890 @default.
- W3125885890 hasPrimaryLocation W31258858901 @default.
- W3125885890 hasRelatedWork W10688184 @default.
- W3125885890 hasRelatedWork W27785464 @default.
- W3125885890 hasRelatedWork W31895521 @default.
- W3125885890 hasRelatedWork W32326375 @default.
- W3125885890 hasRelatedWork W40464705 @default.
- W3125885890 hasRelatedWork W4740399 @default.
- W3125885890 hasRelatedWork W50528047 @default.
- W3125885890 hasRelatedWork W7096435 @default.
- W3125885890 hasRelatedWork W7951245 @default.
- W3125885890 hasRelatedWork W38933561 @default.
- W3125885890 isParatext "false" @default.
- W3125885890 isRetracted "false" @default.
- W3125885890 magId "3125885890" @default.
- W3125885890 workType "article" @default.