Matches in SemOpenAlex for { <https://semopenalex.org/work/W3189194323> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3189194323 abstract "There is an increasing need for high spatial and temporal resolution climate data for the wide community of researchers interested in climate change and its consequences. Currently, there is a large mismatch between the spatial resolutions of global climate model and reanalysis datasets (at best around 0.25o and 0.1o respectively) and the resolutions needed by many end-users of these datasets, which are typically on the scale of 30 arcseconds (~900m). This need for improved spatial resolution in climate datasets has motivated several groups to statistically downscale various combinations of observational or reanalysis datasets. However, the variety of downscaling methods and inputs used makes it difficult to reconcile the resultant differences between these high-resolution datasets. Here we make use of the KrigR R-package to statistically downscale the world-leading ERA5(-Land) reanalysis data using kriging. We show that kriging can accurately recover spatial heterogeneity of climate data given strong relationships with co-variates; that by preserving the uncertainty associated with the statistical downscaling, one can investigate and account for confidence in high-resolution climate data; and that the statistical uncertainty provided by KrigR can explain much of the difference between widely used high resolution climate datasets (CHELSA, TerraClimate, and WorldClim2) depending on variable, timescale, and region. This demonstrates the advantages of using KrigR to generate customized high spatial and/or temporal resolution climate data." @default.
- W3189194323 created "2021-08-16" @default.
- W3189194323 creator A5021146116 @default.
- W3189194323 creator A5051381606 @default.
- W3189194323 date "2021-08-09" @default.
- W3189194323 modified "2023-09-27" @default.
- W3189194323 title "Reconciling high resolution climate datasets using KrigR" @default.
- W3189194323 cites W1812217105 @default.
- W3189194323 cites W2027792629 @default.
- W3189194323 cites W2069414124 @default.
- W3189194323 cites W2186193237 @default.
- W3189194323 cites W2286250368 @default.
- W3189194323 cites W2892655517 @default.
- W3189194323 cites W3025949386 @default.
- W3189194323 cites W2343799954 @default.
- W3189194323 hasPublicationYear "2021" @default.
- W3189194323 type Work @default.
- W3189194323 sameAs 3189194323 @default.
- W3189194323 citedByCount "0" @default.
- W3189194323 crossrefType "posted-content" @default.
- W3189194323 hasAuthorship W3189194323A5021146116 @default.
- W3189194323 hasAuthorship W3189194323A5051381606 @default.
- W3189194323 hasConcept C111368507 @default.
- W3189194323 hasConcept C119857082 @default.
- W3189194323 hasConcept C124101348 @default.
- W3189194323 hasConcept C127313418 @default.
- W3189194323 hasConcept C132651083 @default.
- W3189194323 hasConcept C154945302 @default.
- W3189194323 hasConcept C158709400 @default.
- W3189194323 hasConcept C168754636 @default.
- W3189194323 hasConcept C18903297 @default.
- W3189194323 hasConcept C205372480 @default.
- W3189194323 hasConcept C205649164 @default.
- W3189194323 hasConcept C2778755073 @default.
- W3189194323 hasConcept C39432304 @default.
- W3189194323 hasConcept C41008148 @default.
- W3189194323 hasConcept C41156917 @default.
- W3189194323 hasConcept C49204034 @default.
- W3189194323 hasConcept C58640448 @default.
- W3189194323 hasConcept C62649853 @default.
- W3189194323 hasConcept C81692654 @default.
- W3189194323 hasConcept C86803240 @default.
- W3189194323 hasConceptScore W3189194323C111368507 @default.
- W3189194323 hasConceptScore W3189194323C119857082 @default.
- W3189194323 hasConceptScore W3189194323C124101348 @default.
- W3189194323 hasConceptScore W3189194323C127313418 @default.
- W3189194323 hasConceptScore W3189194323C132651083 @default.
- W3189194323 hasConceptScore W3189194323C154945302 @default.
- W3189194323 hasConceptScore W3189194323C158709400 @default.
- W3189194323 hasConceptScore W3189194323C168754636 @default.
- W3189194323 hasConceptScore W3189194323C18903297 @default.
- W3189194323 hasConceptScore W3189194323C205372480 @default.
- W3189194323 hasConceptScore W3189194323C205649164 @default.
- W3189194323 hasConceptScore W3189194323C2778755073 @default.
- W3189194323 hasConceptScore W3189194323C39432304 @default.
- W3189194323 hasConceptScore W3189194323C41008148 @default.
- W3189194323 hasConceptScore W3189194323C41156917 @default.
- W3189194323 hasConceptScore W3189194323C49204034 @default.
- W3189194323 hasConceptScore W3189194323C58640448 @default.
- W3189194323 hasConceptScore W3189194323C62649853 @default.
- W3189194323 hasConceptScore W3189194323C81692654 @default.
- W3189194323 hasConceptScore W3189194323C86803240 @default.
- W3189194323 hasLocation W31891943231 @default.
- W3189194323 hasOpenAccess W3189194323 @default.
- W3189194323 hasPrimaryLocation W31891943231 @default.
- W3189194323 hasRelatedWork W1498177378 @default.
- W3189194323 hasRelatedWork W1977767625 @default.
- W3189194323 hasRelatedWork W2080334302 @default.
- W3189194323 hasRelatedWork W2097338303 @default.
- W3189194323 hasRelatedWork W2268017346 @default.
- W3189194323 hasRelatedWork W2320799276 @default.
- W3189194323 hasRelatedWork W2333646237 @default.
- W3189194323 hasRelatedWork W2443204420 @default.
- W3189194323 hasRelatedWork W2554572728 @default.
- W3189194323 hasRelatedWork W2887294330 @default.
- W3189194323 hasRelatedWork W2895348292 @default.
- W3189194323 hasRelatedWork W2951281886 @default.
- W3189194323 hasRelatedWork W2993256304 @default.
- W3189194323 hasRelatedWork W2995258879 @default.
- W3189194323 hasRelatedWork W3048764680 @default.
- W3189194323 hasRelatedWork W3098061809 @default.
- W3189194323 hasRelatedWork W3108699362 @default.
- W3189194323 hasRelatedWork W3160505594 @default.
- W3189194323 hasRelatedWork W3164088624 @default.
- W3189194323 hasRelatedWork W3213504715 @default.
- W3189194323 isParatext "false" @default.
- W3189194323 isRetracted "false" @default.
- W3189194323 magId "3189194323" @default.
- W3189194323 workType "article" @default.