{"data":{"id":"10.4121/31e5fba1-177b-4891-97d7-ed4d4f01e0ea","type":"dois","attributes":{"doi":"10.4121/31e5fba1-177b-4891-97d7-ed4d4f01e0ea","prefix":"10.4121","suffix":"31e5fba1-177b-4891-97d7-ed4d4f01e0ea","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Gerritsma, Avelon","nameType":"Personal","givenName":"Avelon","familyName":"Gerritsma","nameIdentifiers":[{"nameIdentifier":"0000-0002-2434-5893","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Verlaan, Martin","nameType":"Personal","givenName":"Martin","familyName":"Verlaan","nameIdentifiers":[{"nameIdentifier":"0000-0001-7181-3955","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]}],"titles":[{"title":"Dataset underlying the study \"Ensemble Data Assimilation of Water Levels in a Hydrodynamic Model to Improve Estuarine Salinity Forecasts\""}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2026,"subjects":[{"subject":"Environmental Science and Management","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0502"},{"subject":"FOS: Earth and related environmental sciences","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Environmental Sciences","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"05"},{"subject":"Salt intrusion"},{"subject":"Data assimilation"},{"subject":"Hydrodynamic model"},{"subject":"Ensemble Kalman Filter (EnKF)"},{"subject":"Delta"}],"contributors":[{"name":"TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Delft Institute of Applied Mathematics","nameType":"Organizational","affiliation":[],"contributorType":"Other","nameIdentifiers":[]}],"dates":[{"date":"2026-06-16","dateType":"Issued"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/31e5fba1-177b-4891-97d7-ed4d4f01e0ea.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":["Netcdf datasets (*.nc), textfile (*.txt)"],"version":"1","rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"In this study, we investigated whether assimilating water level observations can improve salinity forecasts in the Rhine–Meuse Delta. An Ensemble Kalman Filter was implemented to assimilate water level observations in a three-dimensional hydrodynamic model. The dataset includes two NetCDF datasets containing model output data of salinity and waterlevel for the reference simulation and for the ensemble kalman filter experiment and a README.txt file with additional information.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://data.4tu.nl/datasets/31e5fba1-177b-4891-97d7-ed4d4f01e0ea","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-06-16T06:33:13.000Z","registered":"2026-06-16T06:33:17.000Z","published":"2026","updated":"2026-06-16T06:33:17.000Z"},"relationships":{"client":{"d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