{"data":{"id":"10.5281/zenodo.7760577","type":"dois","attributes":{"doi":"10.5281/zenodo.7760577","prefix":"10.5281","suffix":"zenodo.7760577","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Virkkala, Anna-Maria","givenName":"Anna-Maria","familyName":"Virkkala","affiliation":["Woodwell Climate Research Center, University of Helsinki"],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-4877-2918","nameIdentifierScheme":"ORCID"}]},{"name":"Niittynen, Pekka","givenName":"Pekka","familyName":"Niittynen","affiliation":["University of Jyväskylä"],"nameIdentifiers":[]},{"name":"Kemppinen, Julia","givenName":"Julia","familyName":"Kemppinen","affiliation":["University of Oulu"],"nameIdentifiers":[]},{"name":"Marushchak, Maija","givenName":"Maija","familyName":"Marushchak","affiliation":["University of Eastern Finland"],"nameIdentifiers":[]},{"name":"Voigt, Carolina","givenName":"Carolina","familyName":"Voigt","affiliation":["University of Eastern Finland"],"nameIdentifiers":[]},{"name":"Hensgens, Geert","givenName":"Geert","familyName":"Hensgens","affiliation":["Vrije Universiteit Amsterdam"],"nameIdentifiers":[]},{"name":"Kerttula, Johanna","givenName":"Johanna","familyName":"Kerttula","affiliation":["University of Eastern Finland"],"nameIdentifiers":[]},{"name":"Happonen, Konsta","givenName":"Konsta","familyName":"Happonen","affiliation":["Youth Research Society"],"nameIdentifiers":[]},{"name":"Tyystjärvi, Vilna","givenName":"Vilna","familyName":"Tyystjärvi","affiliation":["Finnish Meteorological Institute"],"nameIdentifiers":[]},{"name":"Biasi, Christina","givenName":"Christina","familyName":"Biasi","affiliation":["University of Eastern Finland"],"nameIdentifiers":[]},{"name":"Hultman, Jenni","givenName":"Jenni","familyName":"Hultman","affiliation":["Natural Resources Institute Finland, University of Helsinki"],"nameIdentifiers":[]},{"name":"Rinne, Janne","givenName":"Janne","familyName":"Rinne","affiliation":["Natural Resources Institute Finland"],"nameIdentifiers":[]},{"name":"Luoto, Miska","givenName":"Miska","familyName":"Luoto","affiliation":["University of Finland"],"nameIdentifiers":[]}],"titles":[{"title":"Data and code for \"High-resolution spatial patterns and drivers of terrestrial ecosystem carbon dioxide, methane, and nitrous oxide fluxes in the tundra\""}],"publisher":"Zenodo","container":{},"publicationYear":2023,"subjects":[{"subject":"greenhouse gas flux, Arctic, permafrost, net ecosystem exchange, upscaling, geospatial"}],"contributors":[],"dates":[{"date":"2023-03-23","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.7760576","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"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"},{"rights":"Open Access","rightsUri":"info:eu-repo/semantics/openAccess"}],"descriptions":[{"description":"\u003cstrong\u003eRepository structure\u003c/strong\u003e The zipped folder includes the following subfolders: \u003cem\u003edata\u003c/em\u003e In-situ measurement data from the plots. Remotely-sensed data could not be included in the repository due to their large size. \u003cem\u003esrc\u003c/em\u003e R codes to reproduce the data cleaning, prosessing, and statistical analysis steps. \u003cem\u003eresults\u003c/em\u003e Model parameters, performance statistics, model files, figures, edited tables together with some summary tables produces from upscaling results. \u003cem\u003eraster data and upscaled results\u003c/em\u003e Averaged flux, soil moisture and temperature maps for the growing season (July 1-August 2nd, 8 am - 8 pm) as well as static maps produced in this study. All the upscaled results could not be included in the repository due to their large size. Note that the analysis to produce the vegetation classification map are described here: https://github.com/poniitty/kilpisjarvi_vegclass","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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