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Acid sulfate soil mapping in western Finland: How to work with imbalanced datasets and machine learning

Year of publication

2024

Authors

Estévez, Virginia; Mattbäck, Stefan; Boman, Anton; Liwata-Kenttälä, Pauliina; Björk, Kaj-Mikael; Österholm, Peter

Organizations and authors

Arcada University of Applied Sciences

Estévez Virginia Orcid -palvelun logo

Björk Kaj-Mikael Orcid -palvelun logo

Åbo Akademi University

Mattbäck Stefan

Österholm Peter

Björk Kaj Mikael

Geological Survey of Finland

Boman Anton

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal

Geoderma

Publisher

Elsevier BV

Volume

447

Article number

116916

ISSN

0016-7061

​Publication forum

56550

​Publication forum level

2

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

Yes

Other information

Fields of science

Geosciences

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1016/j.geoderma.2024.116916

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes