Integration of ASTER and Soil Survey Data by Principal Components Analysis and One-Class Support Vector Machine for Mineral Prospectivity Mapping in Kerkasha, Southwestern Eritrea

Finhas Tsehaye Zerai; Pece V. Gorsevski; Kurt S. Panter; John Farver; Majid H. Tangestani

doi:10.1007/s11053-023-10268-3

Integration of ASTER and Soil Survey Data by Principal Components Analysis and One-Class Support Vector Machine for Mineral Prospectivity Mapping in Kerkasha, Southwestern Eritrea

Finhas Tsehaye Zerai
, Pece V. Gorsevski
, Kurt S. Panter
, John Farver
, Majid H. Tangestani

School of Earth, Environment and Society

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2463-2493
Number of pages	31
Journal	Natural Resources Research
Volume	32
Issue number	6
DOIs	https://doi.org/10.1007/s11053-023-10268-3
State	Published - Dec 2023

ASJC Scopus Subject Areas

General Environmental Science

Keywords

ASTER
Geochemical anomaly
Lineaments
One-class support vector machine
Predictive PCA
SPCA

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10.1007/s11053-023-10268-3

Cite this

Integration of ASTER and Soil Survey Data by Principal Components Analysis and One-Class Support Vector Machine for Mineral Prospectivity Mapping in Kerkasha, Southwestern Eritrea. / Zerai, Finhas Tsehaye; Gorsevski, Pece V.; Panter, Kurt S. et al.
In: Natural Resources Research, Vol. 32, No. 6, 12.2023, p. 2463-2493.

Research output: Contribution to journal › Article › peer-review

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title = "Integration of ASTER and Soil Survey Data by Principal Components Analysis and One-Class Support Vector Machine for Mineral Prospectivity Mapping in Kerkasha, Southwestern Eritrea",

keywords = "ASTER, Geochemical anomaly, Lineaments, One-class support vector machine, Predictive PCA, SPCA",

author = "Zerai, \{Finhas Tsehaye\} and Gorsevski, \{Pece V.\} and Panter, \{Kurt S.\} and John Farver and Tangestani, \{Majid H.\}",

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doi = "10.1007/s11053-023-10268-3",

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AU - Zerai, Finhas Tsehaye

AU - Gorsevski, Pece V.

AU - Panter, Kurt S.

AU - Farver, John

AU - Tangestani, Majid H.

PY - 2023/12

Y1 - 2023/12

KW - ASTER

KW - Geochemical anomaly

KW - Lineaments

KW - One-class support vector machine

KW - Predictive PCA

KW - SPCA

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DO - 10.1007/s11053-023-10268-3

M3 - Article

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SN - 1520-7439

VL - 32

SP - 2463

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JO - Natural Resources Research

JF - Natural Resources Research

IS - 6

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Integration of ASTER and Soil Survey Data by Principal Components Analysis and One-Class Support Vector Machine for Mineral Prospectivity Mapping in Kerkasha, Southwestern Eritrea

ASJC Scopus Subject Areas

Keywords

Access to Document

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