Matches in SemOpenAlex for { <https://semopenalex.org/work/W2040696447> ?p ?o ?g. }
- W2040696447 abstract "The Ensemble Kalman Filter (EnKF), a popular data assimilation technique for non-linear systems was applied to the Root Zone Water Quality Model. Measured soil moisture data at four different depths (5cm, 20cm, 40cm and 60cm) from two agricultural fields (AS1 and AS2) in northeastern Indiana were used for assimilation and validation purposes. Through daily update, the EnKF improved all statistical results (correlation coefficient and Root Mean Square Error and Mean Bias Error) compared to the direct insertion method and model results without assimilation for 5cm and 20cm depth. Soil moisture estimates for deeper layers (40cm and 60cm) did not show significant improvement from assimilating surface soil moisture depending on the initial soil moisture simulation results. It is also demonstrated that update intervals longer than three or four days do not improve the statistical results significantly. In addition, various ensemble sizes make little difference in the results for the upper layers." @default.
- W2040696447 created "2016-06-24" @default.
- W2040696447 creator A5020962304 @default.
- W2040696447 creator A5063611939 @default.
- W2040696447 creator A5090098279 @default.
- W2040696447 date "2010-11-22" @default.
- W2040696447 modified "2023-09-26" @default.
- W2040696447 title "Application of Data Assimilation with the Root Zone Water Quality Model for Soil Moisture Profile Estimation" @default.
- W2040696447 cites W1482766140 @default.
- W2040696447 cites W1605741756 @default.
- W2040696447 cites W1963741568 @default.
- W2040696447 cites W1964989255 @default.
- W2040696447 cites W1972030553 @default.
- W2040696447 cites W1975480309 @default.
- W2040696447 cites W1978659255 @default.
- W2040696447 cites W1979269223 @default.
- W2040696447 cites W1979347968 @default.
- W2040696447 cites W1983668139 @default.
- W2040696447 cites W1987308763 @default.
- W2040696447 cites W1989699041 @default.
- W2040696447 cites W1994775365 @default.
- W2040696447 cites W1997907895 @default.
- W2040696447 cites W1998742682 @default.
- W2040696447 cites W2007588001 @default.
- W2040696447 cites W2009071002 @default.
- W2040696447 cites W2009092197 @default.
- W2040696447 cites W2009104157 @default.
- W2040696447 cites W2009431681 @default.
- W2040696447 cites W2015843056 @default.
- W2040696447 cites W2016655351 @default.
- W2040696447 cites W2017917682 @default.
- W2040696447 cites W2022550663 @default.
- W2040696447 cites W2025363077 @default.
- W2040696447 cites W2027019670 @default.
- W2040696447 cites W2036685942 @default.
- W2040696447 cites W2045594099 @default.
- W2040696447 cites W2049760535 @default.
- W2040696447 cites W2051899086 @default.
- W2040696447 cites W2054089777 @default.
- W2040696447 cites W2061227954 @default.
- W2040696447 cites W2065833813 @default.
- W2040696447 cites W2071015633 @default.
- W2040696447 cites W2073626328 @default.
- W2040696447 cites W2075594341 @default.
- W2040696447 cites W2076759483 @default.
- W2040696447 cites W2079114438 @default.
- W2040696447 cites W2080555070 @default.
- W2040696447 cites W2080759122 @default.
- W2040696447 cites W2080984606 @default.
- W2040696447 cites W2100401723 @default.
- W2040696447 cites W2104255289 @default.
- W2040696447 cites W2114225056 @default.
- W2040696447 cites W2115584735 @default.
- W2040696447 cites W2122684517 @default.
- W2040696447 cites W2124846213 @default.
- W2040696447 cites W2125623570 @default.
- W2040696447 cites W2136574948 @default.
- W2040696447 cites W2142027718 @default.
- W2040696447 cites W2144376220 @default.
- W2040696447 cites W2147119488 @default.
- W2040696447 cites W2147571330 @default.
- W2040696447 cites W2157098139 @default.
- W2040696447 cites W2159456033 @default.
- W2040696447 cites W2163039840 @default.
- W2040696447 cites W2166026330 @default.
- W2040696447 cites W2169087518 @default.
- W2040696447 cites W2172996688 @default.
- W2040696447 cites W2173190456 @default.
- W2040696447 cites W2173896314 @default.
- W2040696447 cites W2175788649 @default.
- W2040696447 cites W2178724328 @default.
- W2040696447 cites W2179860363 @default.
- W2040696447 cites W2180984692 @default.
- W2040696447 cites W252225200 @default.
- W2040696447 cites W304861154 @default.
- W2040696447 cites W651326378 @default.
- W2040696447 doi "https://doi.org/10.1061/41143(394)101" @default.
- W2040696447 hasPublicationYear "2010" @default.
- W2040696447 type Work @default.
- W2040696447 sameAs 2040696447 @default.
- W2040696447 citedByCount "0" @default.
- W2040696447 crossrefType "proceedings-article" @default.
- W2040696447 hasAuthorship W2040696447A5020962304 @default.
- W2040696447 hasAuthorship W2040696447A5063611939 @default.
- W2040696447 hasAuthorship W2040696447A5090098279 @default.
- W2040696447 hasConcept C105795698 @default.
- W2040696447 hasConcept C121332964 @default.
- W2040696447 hasConcept C127313418 @default.
- W2040696447 hasConcept C138885662 @default.
- W2040696447 hasConcept C139945424 @default.
- W2040696447 hasConcept C153294291 @default.
- W2040696447 hasConcept C157286648 @default.
- W2040696447 hasConcept C159390177 @default.
- W2040696447 hasConcept C159750122 @default.
- W2040696447 hasConcept C176864760 @default.
- W2040696447 hasConcept C187320778 @default.
- W2040696447 hasConcept C191440113 @default.
- W2040696447 hasConcept C206833254 @default.
- W2040696447 hasConcept C24552861 @default.
- W2040696447 hasConcept C24939127 @default.