Improving prediction accuracy for acid sulfate soil mapping by means of variable selection

V Estévez; S Mattbäck; A Boman; A Beucher; KM Björk; P Österholm

doi:10.3389/fenvs.2023.1213069

Improving prediction accuracy for acid sulfate soil mapping by means of variable selection

V Estévez, S Mattbäck, A Boman, A Beucher, KM Björk, P Österholm

Geology and Mineralogy

Tutkimustuotos: Lehtiartikkeli › Artikkeli › Tieteellinen › vertaisarvioitu

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Alkuperäiskieli	Englanti
Artikkeli	1213069
Sivumäärä	15
Julkaisu	Frontiers in Environmental Science
Vuosikerta	11
DOI - pysyväislinkit	https://doi.org/10.3389/fenvs.2023.1213069
Tila	Julkaistu - 14 heinäk. 2023
OKM-julkaisutyyppi	A1 Julkaistu artikkeli, soviteltu

Pääsy asiakirjaan

10.3389/fenvs.2023.1213069

fenvs-11-1213069Lopullinen julkaistu versio, 2,82 MBLisenssi: CC BY

https://urn.fi/URN:NBN:fi-fe202402086233

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Viittausmuodot

@article{cd07c39bc02f497aafee3804ed129ab0,

title = "Improving prediction accuracy for acid sulfate soil mapping by means of variable selection",

keywords = "Acid sulfate soils, Digital soil mapping, Gradient boosting, Machine learning, Random forest, Variable selection",

author = "V Est{\'e}vez and S Mattb{\"a}ck and A Boman and A Beucher and KM Bj{\"o}rk and P {\"O}sterholm",

year = "2023",

month = jul,

day = "14",

doi = "10.3389/fenvs.2023.1213069",

language = "English",

volume = "11",

journal = "Frontiers in Environmental Science",

issn = "2296-665X",

publisher = "Frontiers Media",

}

TY - JOUR

T1 - Improving prediction accuracy for acid sulfate soil mapping by means of variable selection

AU - Estévez, V

AU - Mattbäck, S

AU - Boman, A

AU - Beucher, A

AU - Björk, KM

AU - Österholm, P

PY - 2023/7/14

Y1 - 2023/7/14

KW - Acid sulfate soils

KW - Digital soil mapping

KW - Gradient boosting

KW - Machine learning

KW - Random forest

KW - Variable selection

UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=aboakademi&SrcAuth=WosAPI&KeyUT=WOS:001039272900001&DestLinkType=FullRecord&DestApp=WOS

U2 - 10.3389/fenvs.2023.1213069

DO - 10.3389/fenvs.2023.1213069

M3 - Article

SN - 2296-665X

VL - 11

JO - Frontiers in Environmental Science

JF - Frontiers in Environmental Science

M1 - 1213069

ER -