Research output per year
Research output per year
Personal profile
Research interests
Acid sulfate soil analysis, characterization and mapping
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Dive into the research topics where Stefan Mattbäck is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines
Atsemegiorgis, T., Espinosa-Leal, L., Lendasse, A., Mattbäck, S., Björk, K. M. & Akusok, A., 2023, Advances in Computational Intelligence: 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Proceedings. Rojas, I., Joya, G. & Catala, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 614-625 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14134 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review
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An accelerated incubation method for the identification of acid sulfate soils
Nystrand, M., Österholm, P., Mattbäck, S. & Auri, J., 31 Mar 2023. 1 p.Research output: Contribution to conference › Abstract › Scientific › peer-review
Open Access -
Improving prediction accuracy for acid sulfate soil mapping by means of variable selection
Estévez, V., Mattbäck, S., Boman, A., Beucher, A., Björk, K. & Österholm, P., 14 Jul 2023, In: Frontiers in Environmental Science. 11, 15 p., 1213069.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)19 Downloads (Pure) -
Maalle läjitetyn happoa tuottavan maamassan seuranta- ja neutralointitutkimukset
Auri, J., Kaseva, A., Tarvainen, T., Kronberg, T., Eriksson, J.-E., Mattbäck, S., Nilivaara, R., Boman, A., Hänninen, H. & Suvanto, E., 2022, 2022 ed. Geologian tutkimuskeskus. (GTK:n tutkimustyöraportti - GTK Open File Research Report)Research output: Book/Journal/Report › Commissioned report › Professional
Open Access -
Machine learning techniques for acid sulfate soil mapping in southeastern Finland
Estévez, V., Beucher, A., Mattbäck, S., Boman, A., Auri, J., Björk, K. M. & Österholm, P., 15 Jan 2022, In: Geoderma. 406, 115446.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile24 Citations (Scopus)19 Downloads (Pure)
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Can identification and risk assessment of acid sulfate soils be simplified?
Nystrand, M. (Contributor), Österholm, P. (Speaker), Boman, A. (Contributor), Mattbäck, S. (Contributor), Auri, J. (Contributor), Visuri, M. (Contributor) & Ritva, N.-K. (Contributor)
27 Mar 2023Activity: Talk or presentation › Conference presentation
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An accelerated incubation method for the identification of acid sulfate soils
Nystrand, M. (Speaker), Österholm, P. (Contributor), Auri, J. (Contributor), Boman, A. (Contributor) & Mattbäck, S. (Contributor)
27 Mar 2023Activity: Talk or presentation › Conference presentation
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Happamien sulfaattimaiden riskikartoitus – keinoja vesistöjen happamuus- ja metallikuormituksen hallintaan (HaSuRiski)
Nystrand, M. (Contributor), Österholm, P. (Contributor), Ritva, N.-K. (Speaker), Visuri, M. (Contributor), Mattbäck, S. (Contributor), Boman, A. (Contributor), Auri, J. (Contributor), Björk, K.-M. (Contributor), Koskiaho, J. (Contributor), Räisänen, J. (Contributor), Hirvasniemi, H. (Contributor), Liwata-Kenttälä, P. (Contributor), Estévez, V. (Contributor) & Akusok, A. (Contributor)
11 Jan 2023Activity: Talk or presentation › Oral presentation