Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386784276> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4386784276 abstract "<strong class=journal-contentHeaderColor>Abstract.</strong> The joint probability of precipitation and soil moisture is here investigated over Europe with the goal to extrapolated meaningful insights on the potential joint use of these variables for the detection of agricultural droughts within a probabilistic modeling framework. The use of copulas is explored as a parametric approach often used in hydrological studies for the analysis of bivariate distributions. The analysis is performed for the period 1996–2020 on the ERA5 precipitation and LISFLOOD soil moisture datasets, both available as part of the Copernicus European Drought Observatory. The results show an overall good correlation between the empirical frequency series derived from the two datasets (Kendall’s τ = 0.42±0.1), but also clear spatial patterns in the tail-dependence derived with both non-parametric and parametric approaches. About half of the domain shows symmetric tail-dependences, well reproduced by the Student-t copula, whereas the rest of the domain is almost equally split between low and high tail-dependences (modeled with the Gumbel family of copulas). These spatial patterns are reasonably reproduced by a random forest classifier, suggesting that this outcome is not driven by chance. This study stresses how a joint use of precipitation and soil moisture for agriculture drought characterization may be more beneficial in areas with strong low tail-dependence, such as southern France, northern UK, northern Germany, and Denmark in this study, and how this behavior should be carefully considered in drought studies." @default.
- W4386784276 created "2023-09-16" @default.
- W4386784276 creator A5014828316 @default.
- W4386784276 date "2023-09-15" @default.
- W4386784276 modified "2023-09-27" @default.
- W4386784276 title "Reply on RC1" @default.
- W4386784276 doi "https://doi.org/10.5194/egusphere-2023-1318-ac2" @default.
- W4386784276 hasPublicationYear "2023" @default.
- W4386784276 type Work @default.
- W4386784276 citedByCount "0" @default.
- W4386784276 crossrefType "peer-review" @default.
- W4386784276 hasAuthorship W4386784276A5014828316 @default.
- W4386784276 hasBestOaLocation W43867842761 @default.
- W4386784276 hasConcept C105795698 @default.
- W4386784276 hasConcept C107054158 @default.
- W4386784276 hasConcept C117251300 @default.
- W4386784276 hasConcept C127313418 @default.
- W4386784276 hasConcept C137610916 @default.
- W4386784276 hasConcept C147581598 @default.
- W4386784276 hasConcept C149782125 @default.
- W4386784276 hasConcept C153294291 @default.
- W4386784276 hasConcept C161584116 @default.
- W4386784276 hasConcept C17618745 @default.
- W4386784276 hasConcept C18653775 @default.
- W4386784276 hasConcept C187320778 @default.
- W4386784276 hasConcept C205649164 @default.
- W4386784276 hasConcept C24939127 @default.
- W4386784276 hasConcept C2777606061 @default.
- W4386784276 hasConcept C33923547 @default.
- W4386784276 hasConcept C39432304 @default.
- W4386784276 hasConcept C49204034 @default.
- W4386784276 hasConcept C49937458 @default.
- W4386784276 hasConcept C64341305 @default.
- W4386784276 hasConceptScore W4386784276C105795698 @default.
- W4386784276 hasConceptScore W4386784276C107054158 @default.
- W4386784276 hasConceptScore W4386784276C117251300 @default.
- W4386784276 hasConceptScore W4386784276C127313418 @default.
- W4386784276 hasConceptScore W4386784276C137610916 @default.
- W4386784276 hasConceptScore W4386784276C147581598 @default.
- W4386784276 hasConceptScore W4386784276C149782125 @default.
- W4386784276 hasConceptScore W4386784276C153294291 @default.
- W4386784276 hasConceptScore W4386784276C161584116 @default.
- W4386784276 hasConceptScore W4386784276C17618745 @default.
- W4386784276 hasConceptScore W4386784276C18653775 @default.
- W4386784276 hasConceptScore W4386784276C187320778 @default.
- W4386784276 hasConceptScore W4386784276C205649164 @default.
- W4386784276 hasConceptScore W4386784276C24939127 @default.
- W4386784276 hasConceptScore W4386784276C2777606061 @default.
- W4386784276 hasConceptScore W4386784276C33923547 @default.
- W4386784276 hasConceptScore W4386784276C39432304 @default.
- W4386784276 hasConceptScore W4386784276C49204034 @default.
- W4386784276 hasConceptScore W4386784276C49937458 @default.
- W4386784276 hasConceptScore W4386784276C64341305 @default.
- W4386784276 hasLocation W43867842761 @default.
- W4386784276 hasOpenAccess W4386784276 @default.
- W4386784276 hasPrimaryLocation W43867842761 @default.
- W4386784276 hasRelatedWork W1491652911 @default.
- W4386784276 hasRelatedWork W2055947028 @default.
- W4386784276 hasRelatedWork W2065165397 @default.
- W4386784276 hasRelatedWork W2171205625 @default.
- W4386784276 hasRelatedWork W2237076775 @default.
- W4386784276 hasRelatedWork W2265734139 @default.
- W4386784276 hasRelatedWork W2735832913 @default.
- W4386784276 hasRelatedWork W2809144983 @default.
- W4386784276 hasRelatedWork W3125245696 @default.
- W4386784276 hasRelatedWork W4361197620 @default.
- W4386784276 isParatext "false" @default.
- W4386784276 isRetracted "false" @default.
- W4386784276 workType "peer-review" @default.