Regional soil salinity analysis using stepwise M5 decision tree
Regional soil salinity analysis using stepwise M5 decision tree
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Publisher
England: BioMed Central Ltd
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Language
English
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Publisher
England: BioMed Central Ltd
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Scope and Contents
Contents
The study aimed to evaluate the potential of multispectral satellite images in soil salinity assessment using linear multiple regression and the M5 decision tree regression method. Therefore, 96 soil samples were collected and correlated with 15 independent spectral information and Landsat 8 satellite image indices.
Due to the nonlinear relation...
Alternative Titles
Full title
Regional soil salinity analysis using stepwise M5 decision tree
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_398398ef7b2a41bfb992abaa6949f718
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_398398ef7b2a41bfb992abaa6949f718
Other Identifiers
ISSN
1756-0500
E-ISSN
1756-0500
DOI
10.1186/s13104-025-07097-3
