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Model Dev."],"abstract":"<jats:p>Soil organic carbon (SOC) models are important tools for assessing\nglobal SOC distributions and how carbon stocks are affected by climate\nchange. Their performances, however, are affected by data and methods used\nto calibrate them. Here we study how a new version of the Yasso SOC model, here\nnamed Yasso20, performs if calibrated individually or with multiple datasets\nand how the chosen calibration method affects the parameter estimation. We\nalso compare Yasso20 to the previous version of the Yasso model. We found\nthat when calibrated with multiple datasets, the model showed a better\nglobal performance compared to a single-dataset calibration. Furthermore,\nour results show that more advanced calibration algorithms should be used\nfor SOC models due to multiple local maxima in the likelihood space. The\ncomparison showed that the resulting model performed better with the\nvalidation data than the previous version of Yasso.<\/jats:p>","DOI":"10.5194\/gmd-15-1735-2022","type":"journal-article","created":{"date-parts":[[2022,3,2]],"date-time":"2022-03-02T01:02:26Z","timestamp":1646182946000},"page":"1735-1752","source":"Crossref","is-referenced-by-count":26,"title":["Calibrating the soil organic carbon model Yasso20 with multiple datasets"],"prefix":"10.5194","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3357-1374","authenticated-orcid":false,"given":"Toni","family":"Viskari","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"},{"role":"corresponding-author","vocabulary":"crossref"}]},{"given":"Janne","family":"Pusa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8236-303X","authenticated-orcid":false,"given":"Istem","family":"Fer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9708-2847","authenticated-orcid":false,"given":"Anna","family":"Repo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2696-6885","authenticated-orcid":false,"given":"Julius","family":"Vira","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jari","family":"Liski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"3145","published-online":{"date-parts":[[2022,3,2]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","unstructured":"Abramoff, R., Xiaofeng, X., Hartmann, M., O'Brien, S., Feng, W., Davidson, E., Finzi, A., Moorhead, D., Schimel, J., Torn, M., and Mayes, M. 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