Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387426191> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4387426191 abstract "<strong class=journal-contentHeaderColor>Abstract.</strong> Earth system models (ESMs) are progressively advancing towards the kilometer scale (k-scale). However, the surface parameters for Land Surface Models (LSMs) within ESMs running at the k-scale are typically derived from coarse resolution and outdated datasets. This study aims to develop a new set of global land surface parameters with a resolution of 1 km for multiple years from 2001 to 2020, utilizing the latest and most accurate available datasets. Specifically, the datasets consist of parameters related to land use and land cover, vegetation, soil, and topography. To demonstrate the capability of these new parameters, we conducted 1 km resolution simulations using the E3SM Land Model version 2 (ELM2) over the contiguous United States. Our results demonstrate that land surface parameters contribute to significant spatial heterogeneity in ELM2 simulations of soil moisture, latent heat, emitted longwave radiation, and absorbed shortwave radiation. On average, about 31 % to 54 % of spatial information is lost by upscaling the 1 km ELM2 simulations to a 12 km resolution. Using eXplainable Machine Learning (XML) methods, the influential factors driving the spatial variability and spatial information loss of ELM2 simulations were identified, highlighting the substantial impact of the spatial variability and information loss of various land surface parameters, as well as the mean climate conditions. The new land surface parameters are tailored to meet the emerging needs of k-scale LSMs and ESMs modeling with significant implications for advancing our understanding of water, carbon, and energy cycles under global change. The 1 km land surface parameters are publicly available at <a href=https://doi.org/10.25584/PNNLDH/1986308 target=_blank rel=noopener>https://doi.org/10.25584/PNNLDH/1986308</a> (Li et al., 2023)." @default.
- W4387426191 created "2023-10-08" @default.
- W4387426191 date "2023-10-07" @default.
- W4387426191 modified "2023-10-17" @default.
- W4387426191 title "Comment on essd-2023-242" @default.
- W4387426191 doi "https://doi.org/10.5194/essd-2023-242-rc2" @default.
- W4387426191 hasPublicationYear "2023" @default.
- W4387426191 type Work @default.
- W4387426191 citedByCount "0" @default.
- W4387426191 crossrefType "peer-review" @default.
- W4387426191 hasBestOaLocation W43874261911 @default.
- W4387426191 hasConcept C121332964 @default.
- W4387426191 hasConcept C127313418 @default.
- W4387426191 hasConcept C127413603 @default.
- W4387426191 hasConcept C142724271 @default.
- W4387426191 hasConcept C147176958 @default.
- W4387426191 hasConcept C153294291 @default.
- W4387426191 hasConcept C153385146 @default.
- W4387426191 hasConcept C154945302 @default.
- W4387426191 hasConcept C158709400 @default.
- W4387426191 hasConcept C18903297 @default.
- W4387426191 hasConcept C19369268 @default.
- W4387426191 hasConcept C205372480 @default.
- W4387426191 hasConcept C205649164 @default.
- W4387426191 hasConcept C2776133958 @default.
- W4387426191 hasConcept C2776272892 @default.
- W4387426191 hasConcept C2778755073 @default.
- W4387426191 hasConcept C2779155178 @default.
- W4387426191 hasConcept C2780648208 @default.
- W4387426191 hasConcept C39432304 @default.
- W4387426191 hasConcept C41008148 @default.
- W4387426191 hasConcept C4792198 @default.
- W4387426191 hasConcept C49204034 @default.
- W4387426191 hasConcept C58640448 @default.
- W4387426191 hasConcept C62520636 @default.
- W4387426191 hasConcept C62649853 @default.
- W4387426191 hasConcept C71924100 @default.
- W4387426191 hasConcept C74902906 @default.
- W4387426191 hasConcept C86803240 @default.
- W4387426191 hasConcept C91586092 @default.
- W4387426191 hasConceptScore W4387426191C121332964 @default.
- W4387426191 hasConceptScore W4387426191C127313418 @default.
- W4387426191 hasConceptScore W4387426191C127413603 @default.
- W4387426191 hasConceptScore W4387426191C142724271 @default.
- W4387426191 hasConceptScore W4387426191C147176958 @default.
- W4387426191 hasConceptScore W4387426191C153294291 @default.
- W4387426191 hasConceptScore W4387426191C153385146 @default.
- W4387426191 hasConceptScore W4387426191C154945302 @default.
- W4387426191 hasConceptScore W4387426191C158709400 @default.
- W4387426191 hasConceptScore W4387426191C18903297 @default.
- W4387426191 hasConceptScore W4387426191C19369268 @default.
- W4387426191 hasConceptScore W4387426191C205372480 @default.
- W4387426191 hasConceptScore W4387426191C205649164 @default.
- W4387426191 hasConceptScore W4387426191C2776133958 @default.
- W4387426191 hasConceptScore W4387426191C2776272892 @default.
- W4387426191 hasConceptScore W4387426191C2778755073 @default.
- W4387426191 hasConceptScore W4387426191C2779155178 @default.
- W4387426191 hasConceptScore W4387426191C2780648208 @default.
- W4387426191 hasConceptScore W4387426191C39432304 @default.
- W4387426191 hasConceptScore W4387426191C41008148 @default.
- W4387426191 hasConceptScore W4387426191C4792198 @default.
- W4387426191 hasConceptScore W4387426191C49204034 @default.
- W4387426191 hasConceptScore W4387426191C58640448 @default.
- W4387426191 hasConceptScore W4387426191C62520636 @default.
- W4387426191 hasConceptScore W4387426191C62649853 @default.
- W4387426191 hasConceptScore W4387426191C71924100 @default.
- W4387426191 hasConceptScore W4387426191C74902906 @default.
- W4387426191 hasConceptScore W4387426191C86803240 @default.
- W4387426191 hasConceptScore W4387426191C91586092 @default.
- W4387426191 hasLocation W43874261911 @default.
- W4387426191 hasOpenAccess W4387426191 @default.
- W4387426191 hasPrimaryLocation W43874261911 @default.
- W4387426191 hasRelatedWork W1998719467 @default.
- W4387426191 hasRelatedWork W2138961271 @default.
- W4387426191 hasRelatedWork W2753567047 @default.
- W4387426191 hasRelatedWork W2787476013 @default.
- W4387426191 hasRelatedWork W2905853003 @default.
- W4387426191 hasRelatedWork W2916771618 @default.
- W4387426191 hasRelatedWork W4232071909 @default.
- W4387426191 hasRelatedWork W4235969384 @default.
- W4387426191 hasRelatedWork W4236623413 @default.
- W4387426191 hasRelatedWork W4255116111 @default.
- W4387426191 isParatext "false" @default.
- W4387426191 isRetracted "false" @default.
- W4387426191 workType "peer-review" @default.