Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367050007> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W4367050007 abstract "Hydrological models require a complete and accurate time series of weather inputs to adequately represent watershed-scale responses. The Global Historical Climatology Network (GHCN) is the most comprehensive ground-based global weather database and is often used in hydrological modeling studies. Since higher density, lower reliability precipitation measurements from private citizens collected by the Community Collaborative Rain, Hail, and Snow (CoCoRaHS) network data were integrated into the GHCN, hydrological modelers in the U.S. have access to a much greater amount of weather data. However, the benefit of using CoCoRaHS data has not been assessed. The objectives of this work were to develop a method for generating a complete weather data time series based on the combination of data from multiple GHCN monitors and to assess several methods for estimation of missing weather data. Weather data from GHCN monitors located within a specific radius of a watershed were obtained and interpolated using three estimation methods (Inverse Distance Weighting (IDW), Inverse Distance and Elevation Weighting (IDEW), and Closest Station), creating a seamless time-series of weather observations. To evaluate the performance of the methodologies, weather data obtained from each estimation method was used to force the Soil and Water Assessment Tool (SWAT) models of 21 U.S. Department of Agriculture-Conservation Effects Assessment Project watersheds in different climate regions to simulate daily streamflow for 2010-2021. Except for three watersheds, all SWAT models had Nash-Sutcliffe Efficiency above 0.5, the ratio of the root mean square error to the standard deviation of observations below 0.7, and percent bias from -25% to 25% with a satisfactory performance rating. Overall, IDEW and IDW performed similarly, and the Closest Station method resulted in the poorest streamflow simulation. A comparison with published SWAT model results further corroborated improved model performance using newly combined GHCN data with all Closest Station, IDW, and IDEW methods." @default.
- W4367050007 created "2023-04-27" @default.
- W4367050007 creator A5003023417 @default.
- W4367050007 creator A5058617531 @default.
- W4367050007 creator A5080013745 @default.
- W4367050007 creator A5087413825 @default.
- W4367050007 creator A5091637409 @default.
- W4367050007 date "2023-04-26" @default.
- W4367050007 modified "2023-10-01" @default.
- W4367050007 title "Benefits of Using Higher Density Lower Reliability Weather Data from the Global Historical Climatology Network (GHCN) Monitors for Watershed Modelling" @default.
- W4367050007 doi "https://doi.org/10.22541/au.168252658.82280850/v1" @default.
- W4367050007 hasPublicationYear "2023" @default.
- W4367050007 type Work @default.
- W4367050007 citedByCount "0" @default.
- W4367050007 crossrefType "posted-content" @default.
- W4367050007 hasAuthorship W4367050007A5003023417 @default.
- W4367050007 hasAuthorship W4367050007A5058617531 @default.
- W4367050007 hasAuthorship W4367050007A5080013745 @default.
- W4367050007 hasAuthorship W4367050007A5087413825 @default.
- W4367050007 hasAuthorship W4367050007A5091637409 @default.
- W4367050007 hasBestOaLocation W43670500071 @default.
- W4367050007 hasConcept C107054158 @default.
- W4367050007 hasConcept C119857082 @default.
- W4367050007 hasConcept C126645576 @default.
- W4367050007 hasConcept C126838900 @default.
- W4367050007 hasConcept C127313418 @default.
- W4367050007 hasConcept C150547873 @default.
- W4367050007 hasConcept C153294291 @default.
- W4367050007 hasConcept C183115368 @default.
- W4367050007 hasConcept C203332170 @default.
- W4367050007 hasConcept C205203396 @default.
- W4367050007 hasConcept C205649164 @default.
- W4367050007 hasConcept C2524010 @default.
- W4367050007 hasConcept C2780852570 @default.
- W4367050007 hasConcept C31972630 @default.
- W4367050007 hasConcept C33923547 @default.
- W4367050007 hasConcept C37054046 @default.
- W4367050007 hasConcept C39432304 @default.
- W4367050007 hasConcept C41008148 @default.
- W4367050007 hasConcept C47872207 @default.
- W4367050007 hasConcept C49204034 @default.
- W4367050007 hasConcept C53739315 @default.
- W4367050007 hasConcept C58640448 @default.
- W4367050007 hasConcept C71924100 @default.
- W4367050007 hasConceptScore W4367050007C107054158 @default.
- W4367050007 hasConceptScore W4367050007C119857082 @default.
- W4367050007 hasConceptScore W4367050007C126645576 @default.
- W4367050007 hasConceptScore W4367050007C126838900 @default.
- W4367050007 hasConceptScore W4367050007C127313418 @default.
- W4367050007 hasConceptScore W4367050007C150547873 @default.
- W4367050007 hasConceptScore W4367050007C153294291 @default.
- W4367050007 hasConceptScore W4367050007C183115368 @default.
- W4367050007 hasConceptScore W4367050007C203332170 @default.
- W4367050007 hasConceptScore W4367050007C205203396 @default.
- W4367050007 hasConceptScore W4367050007C205649164 @default.
- W4367050007 hasConceptScore W4367050007C2524010 @default.
- W4367050007 hasConceptScore W4367050007C2780852570 @default.
- W4367050007 hasConceptScore W4367050007C31972630 @default.
- W4367050007 hasConceptScore W4367050007C33923547 @default.
- W4367050007 hasConceptScore W4367050007C37054046 @default.
- W4367050007 hasConceptScore W4367050007C39432304 @default.
- W4367050007 hasConceptScore W4367050007C41008148 @default.
- W4367050007 hasConceptScore W4367050007C47872207 @default.
- W4367050007 hasConceptScore W4367050007C49204034 @default.
- W4367050007 hasConceptScore W4367050007C53739315 @default.
- W4367050007 hasConceptScore W4367050007C58640448 @default.
- W4367050007 hasConceptScore W4367050007C71924100 @default.
- W4367050007 hasLocation W43670500071 @default.
- W4367050007 hasOpenAccess W4367050007 @default.
- W4367050007 hasPrimaryLocation W43670500071 @default.
- W4367050007 hasRelatedWork W1965174588 @default.
- W4367050007 hasRelatedWork W2065205418 @default.
- W4367050007 hasRelatedWork W2129567610 @default.
- W4367050007 hasRelatedWork W2252528395 @default.
- W4367050007 hasRelatedWork W3045368425 @default.
- W4367050007 hasRelatedWork W3048503992 @default.
- W4367050007 hasRelatedWork W3080395298 @default.
- W4367050007 hasRelatedWork W3125634000 @default.
- W4367050007 hasRelatedWork W3216610084 @default.
- W4367050007 hasRelatedWork W4224252509 @default.
- W4367050007 isParatext "false" @default.
- W4367050007 isRetracted "false" @default.
- W4367050007 workType "article" @default.