Recognition of geochemical anomalies using a deep autoencoder network

Y Xiong, R Zuo - Computers & Geosciences, 2016 - Elsevier
In this paper, we train an autoencoder network to encode and reconstruct a geochemical
sample population with unknown complex multivariate probability distributions. During the …

Application of staged factor analysis and logistic function to create a fuzzy stream sediment geochemical evidence layer for mineral prospectivity mapping

M Yousefi, A Kamkar-Rouhani… - Geochemistry …, 2014 - lyellcollection.org
Stream sediment geochemical data are usually subjected to methods of multivariate
analysis (eg factor analysis) in order to extract an anomalous geochemical signature (factor) …

模糊证据权方法在镇沅(老王寨) 地区金矿资源评价中的应用

成秋明, 陈志军 - 地球科学, 2007 - earth-science.net
采用模糊证据权方法和GeoDASGIS 技术开展了镇沅(老王寨) 及其邻区的金矿资源潜力评价.
分别采用GeoDASGIS 软件提供的局部奇异性分析技术, SA 异常分解技术, 主成分分析技术 …

Geochemistry and mineralogy of mill tailings impoundments from the Panasqueira mine (Portugal): implications for the surrounding environment

PF Ávila, EF Silva, AR Salgueiro, JA Farinha - Mine Water and the …, 2008 - Springer
Selected geochemical results are presented from a study of the Panasqueira mine (Sn–W
mineralization), which is one of the Portuguese test sites for the e-EcoRisk project …

Multifractal power spectrum and singularity analysis for modelling stream sediment geochemical distribution patterns to identify anomalies related to gold …

K Ali, Q Cheng, Z Chen - Geochemistry: Exploration, Environment …, 2007 - lyellcollection.org
Abstract: Two multifractal modelling methods are applied to stream sediment geochemical
data from the Zhenyuan gold mineral district, Yunnan Province, South China. In the first …

The Oued Mellègue: Mining activity, stream sediments and dispersion of base metals in natural environments, North-western Tunisia

A Mlayah, EF Da Silva, F Rocha, CB Hamza… - Journal of Geochemical …, 2009 - Elsevier
In the Northwest of Tunisia, mining works have occurred in an area of vital water reserves
and resources (Oued Mellègue and Oued Mejerda), which represent nearly 81% of total …

Contamination, sources, distribution and risk evaluation of heavy metals in stream sediments of Mewongo gold district, Nyong group, Cameroon

BK Fomekong, KNG Djibril, AN Aloysius… - Water, Air, & Soil …, 2023 - Springer
Stream sediments for preliminary gold exploration in the Mewongo area found in the Nyong
Group of Cameroon were investigated to infer degree or risk of heavy metals pollution …

Multivariate statistical analysis and bespoke deviation network modeling for geochemical anomaly detection of rare earth elements

Z Luo, E Farahbakhsh, RD Müller, R Zuo - Applied Geochemistry, 2024 - Elsevier
Rare earth elements (REEs), a significant subset of critical minerals, play an indispensable
role in modern society and are regarded as" industrial vitamins," making them crucial for …

[HTML][HTML] Gold grade variation and stream sediment geochemistry of the Vaimba-Lidi drainage system, northern Cameroon (West Africa)

VF Embui, BO Omang, VB Che, MT Nforba, EC Suh - 2013 - scirp.org
Stream sediment geochemistry remains a versatile tool in exploration especially in regions
where knowledge of the primary mineralization is lacking and the exploration activities are …

Multi-element association analysis of stream sediment geochemistry data for predicting gold deposits in Barramiya gold mine, Eastern Desert, Egypt

HZ Harraz, MM Hamdy, MH El-Mamoney - Journal of African Earth Sciences, 2012 - Elsevier
The use of traditional statistical methods can provide suitable indicators of geochemical
element dispersion, and aids in targeting potential areas for mineral exploration. Analyzes of …