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Machine learning and remote sensing-based lithological mapping of the Duwi Shear-Belt area, Central...

Machine learning and remote sensing-based lithological mapping of the Duwi Shear-Belt area, Central...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_dc1235d291454b2a8a80955d33f1843e

Machine learning and remote sensing-based lithological mapping of the Duwi Shear-Belt area, Central Eastern Desert, Egypt

About this item

Full title

Machine learning and remote sensing-based lithological mapping of the Duwi Shear-Belt area, Central Eastern Desert, Egypt

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2024-07, Vol.14 (1), p.17010-23, Article 17010

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Machine learning and remote sensing techniques are widely accepted as valuable, cost-effective tools in lithological discrimination and mineralogical investigations. The current study represents an attempt to use machine learning classification along with several remote sensing techniques being applied to Landsat-8/9 satellite data to discriminate...

Alternative Titles

Full title

Machine learning and remote sensing-based lithological mapping of the Duwi Shear-Belt area, Central Eastern Desert, Egypt

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_dc1235d291454b2a8a80955d33f1843e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_dc1235d291454b2a8a80955d33f1843e

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-66199-3

How to access this item