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Geochemical Survey: A Tool for Subsurface Geological Map** in Alluvial Terrain
The regional geochemical map** was carried out in the Indo-Gangetic alluvial plain of the Western and Central India which was previously classified...
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Geochemical soil survey for gold in Ogudu-Ogbagba Area, Osun State, southwestern Nigeria
Soil geochemical study was carried out in Ogudu-Ogbagba area of Osun State, Southwestern Nigeria to evaluate a prospect for gold mineralization....
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Geological Map** Using Direct Sampling and a Convolutional Neural Network Based on Geochemical Survey Data
Geochemical map** based on machine learning algorithms has been proven to significantly improve the efficiency of geological map** related to...
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Predictive Geochemical Exploration: Inferential Generation of Modern Geochemical Data, Anomaly Detection and Application to Northern Manitoba
Geochemical surveys contain an implicit data lifecycle or pipeline that consists of data generation (e.g., sampling and analysis), data management...
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Lithological Map** Using a Convolutional Neural Network based on Stream Sediment Geochemical Survey Data
Map** of lithological units is a significant challenge for geological tasks. Stream sediment geochemical survey data contain abundant geological...
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Stream Sediment Geochemical Survey of Rare Earth Elements in and Around Daringbadi, Kandhamal District, Odisha
There are number of Rare Earth Element (REE) bearing minerals, which get into the stream sediment by weathering of host rock. A chemical analysis of...
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Denoising of Geochemical Data using Deep Learning–Implications for Regional Surveys
Regional geochemical surveys generate large amounts of data that can be used for a number of purposes such as to guide mineral exploration. Modern...
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Incorporating Geological Knowledge into Deep Learning to Enhance Geochemical Anomaly Identification Related to Mineralization and Interpretability
Effective geochemical anomaly identification is crucial in mineral exploration. Recent trends have favored deep learning (DL) to decipher geochemical...
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Geochemical Survey and Estimation of Baseline Concentrations of Major and Trace Elements in Stream Water, Uttar Pradesh, India: Implication for Environmental Studies
Stream water plays an important role in the development of habitats. It is one of the important sources of water used for drinking and irrigation in...
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Indicators of Complex Urban Geochemical Transformation in Russian Metropolises
This study aimed to identify indicators of complex geochemical changes in urban landscapes in the context of contemporary sedimentation processes....
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Revealing Geochemical Patterns Associated with Mineralization Using t-Distributed Stochastic Neighbor Embedding and Random Forest
The identification of multivariate geochemical anomalies is critical in mineral exploration. Machine learning algorithms have been successfully...
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Geochemical distribution in residual soils of Iberian Pyrite Belt (Spain)
The Iberian Pyrite Belt (IPB) is a volcanic- and shale-hosted massive sulfides world-class province of the Upper Paleozoic age that includes some...
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Extraction of weak geochemical anomalies based on multiple-point statistics and local singularity analysis
Traditional interpolations might cause smoothing effect on geochemical anomaly detection due to the moving weighted average properties. Since...
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A Monte Carlo-based Workflow for Geochemical Anomaly Identification Under Uncertainty and Global Sensitivity Analysis of Model Parameters
Uncertainty associated with the identification of geochemical anomalies linked to mineralization has been a major concern in processing geochemical...
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Metallogenic-Factor Variational Autoencoder for Geochemical Anomaly Detection by Ad-Hoc and Post-Hoc Interpretability Algorithms
Deep learning algorithms (DLAs) are becoming hot tools in processing geochemical survey data for mineral exploration. However, it is difficult to...
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Preliminary fluid geochemical survey in Tete Province and prospective development of geothermics in Mozambique
An evaluation of the feasible development of geothermal energy in Mozambique is proposed based on some thermal springs geochemical characterization...
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Features of Methane Gas-Geochemical Fields in the Area of Peter the Great Gulf (Japan Sea)
AbstractThe paper is devoted to comparative analysis of detailed gas-geochemical studies carried out in the Alekseev Bay (Peter the Great Gulf, Japan...
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Soil Pollution Source Identification in Southern Iran Using Geochemical Data as a Global Study Model
AbstractGeochemical data and accurate statistics are critical in environmental studies to identify sources of soil contamination and reduce costs. A...
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Environmental Geochemical Characteristics of Selenium in Northeast China
Abstract—Selenium is an important element for human health. Many studies have identified selenium deficiency in soil and water as an important factor...
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Morphogenetic and geochemical assessment of wetland soils developed over Abeokuta formation of Ogun State Nigeria
Morphogenetic properties and geochemical compositions were analyzed and assessed to improve our understanding of pedogenesis and geochemistry of...
