A machine learning method for distinguishing detrital zircon provenance

I-type and S-type granites in the Earth’s earliest continental crust

(2023) Shihua Zhong et al.   Communications Earth Environment

Machine learning for geochemical exploration: classifying metallogenic fertility in arc magmas and insights into porphyry copper deposit formation

(2022) Chetan L. Nathwani et al.   MINERALIUM DEPOSITA

Apatite and zircon geochemistry for discriminating ore-forming intrusions in the Luming giant porphyry Mo deposit, Northeastern China

(2022) Pan Qu et al.   ORE GEOLOGY REVIEWS

Geology and genesis of auriferous porphyritic monzogranite and its correlation with the Qiyugou porphyry-breccia system in East Qinling, Central China

(2022) Li Tang et al.   ORE GEOLOGY REVIEWS

The Role of Jiningian Pluton in Yanshanian Metallogenic Events in the Dahutang Tungsten Deposit: Evidence from Whole Rock and Zircon Geochemistry

(2022) Guofeng Xu et al.   Minerals

Crucial control on magmatic-hydrothermal Sn deposit in the Tengchong block, SW China: Evidence from magma differentiation and zircon geochemistry

(2022) Qiwei Zhang et al.   Geoscience Frontiers

Application of Machine Learning to Characterizing Magma Fertility in Porphyry Cu Deposits

(2022) Shaohao Zou et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

The rises and falls of zirconium isotopes during zircon crystallisation

(2022) I.N. Bindeman et al.   Geochemical Perspectives Letters

Porphyry copper and skarn fertility of the northern Qinghai-Tibet Plateau collisional granitoids

(2021) Shihua Zhong et al.   EARTH-SCIENCE REVIEWS

RECOGNIZING PORPHYRY COPPER POTENTIAL FROM TILL ZIRCON COMPOSITION: A CASE STUDY FROM THE HIGHLAND VALLEY PORPHYRY DISTRICT, SOUTH-CENTRAL BRITISH COLUMBIA

(2021) Robert G. Lee et al.   ECONOMIC GEOLOGY

Emergence of peraluminous crustal magmas and implications for the early Earth

(2021) M.R. Ackerson et al.   Geochemical Perspectives Letters

Machine learning for encrypted malicious traffic detection: Approaches, datasets and comparative study

(2021) Zihao Wang et al.   COMPUTERS & SECURITY

Rare earth element enrichment in the ion-adsorption deposits associated granites at Mesozoic extensional tectonic setting in South China

(2021) Xu Zhao et al.   ORE GEOLOGY REVIEWS

S-type granites: Their origin and distribution through time as determined from detrital zircons

(2020) Ziyi Zhu et al.   EARTH AND PLANETARY SCIENCE LETTERS

Deep learning for symbols detection and classification in engineering drawings

(2020) Eyad Elyan et al.   NEURAL NETWORKS

The influence of fractionation of REE-enriched minerals on the zircon partition coefficients

(2020) Shihua Zhong et al.   Geoscience Frontiers

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Characterization of the zircon Ce anomaly for estimation of oxidation state of magmas: a revised Ce/Ce* method

(2019) Shihua Zhong et al.   MINERALOGY AND PETROLOGY

Partial melting, fractional crystallisation, liquid immiscibility and hydrothermal mobilisation – A ‘recipe’ for the formation of economic A-type granite-hosted HFSE deposits

(2019) Olga Vasyukova et al.   LITHOS

Modeling of trace elemental zoning patterns in accessory minerals with emphasis on the origin of micrometer-scale oscillatory zoning in zircon

(2018) Oleg E. Melnik et al.   AMERICAN MINERALOGIST

Use and abuse of zircon-based thermometers: A critical review and a recommended approach to identify antecrystic zircons

(2018) C. Siégel et al.   EARTH-SCIENCE REVIEWS

Origin of postcollisional magmas and formation of porphyry Cu deposits in southern Tibet

(2018) Rui Wang et al.   EARTH-SCIENCE REVIEWS

Can magmatic zircon be distinguished from hydrothermal zircon by trace element composition? The effect of mineral inclusions on zircon trace element composition

(2018) Shihua Zhong et al.   LITHOS

Aluminum in zircon as evidence for peraluminous and metaluminous melts from the Hadean to present

(2017) Dustin Trail et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

Formation of Hadean granites by melting of igneous crust

(2017) A. D. Burnham et al.   Nature Geoscience

Combining machine learning techniques, microanalyses and large geochemical datasets for tephrochronological studies in complex volcanic areas: New age constraints for the Pleistocene magmatism of central Italy

(2017) Maurizio Petrelli et al.   Quaternary Geochronology

A new method for estimating parent rock trace element concentrations from zircon

(2016) James B. Chapman et al.   CHEMICAL GEOLOGY

Solving petrological problems through machine learning: the study case of tectonic discrimination using geochemical and isotopic data

(2016) Maurizio Petrelli et al.   CONTRIBUTIONS TO MINERALOGY AND PETROLOGY

Magmatic oxygen fugacity estimated using zircon-melt partitioning of cerium

(2016) Duane J. Smythe et al.   EARTH AND PLANETARY SCIENCE LETTERS

Spatial analysis and visualization of exploration geochemical data

(2016) Renguang Zuo et al.   EARTH-SCIENCE REVIEWS

Recovering the primary geochemistry of Jack Hills zircons through quantitative estimates of chemical alteration

(2016) Elizabeth A. Bell et al.   GEOCHIMICA ET COSMOCHIMICA ACTA

Semantic Text Classification for Supporting Automated Compliance Checking in Construction

(2016) Dareen M. Salama et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Fe isotopes and the contrasting petrogenesis of A-, I- and S-type granite

(2015) John Foden et al.   LITHOS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Zircon trace element chemistry at sub-micrometer resolution for Tarawera volcano, New Zealand, and implications for rhyolite magma evolution

(2014) Sonja Storm et al.   CONTRIBUTIONS TO MINERALOGY AND PETROLOGY

Trace element composition of quartz from different types of pegmatites: A case study from the Moldanubian Zone of the Bohemian Massif (Czech Republic)

(2014) K. Breiter et al.   MINERALOGICAL MAGAZINE

Zircon/rock partition coefficients of REEs, Y, Th, U, Nb, and Ta in granitic rocks: Uses for provenance and mineral exploration purposes

(2012) L.V.S. Nardi et al.   CHEMICAL GEOLOGY

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

An experimental study of trace element partitioning between zircon and melt as a function of oxygen fugacity

(2012) Antony D. Burnham et al.   GEOCHIMICA ET COSMOCHIMICA ACTA

The continental record and the generation of continental crust

(2012) P.A. Cawood et al.   GEOLOGICAL SOCIETY OF AMERICA BULLETIN

Detrital zircon record and tectonic setting

(2012) P.A. Cawood et al.   GEOLOGY

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Magmatic zircons from I-, S- and A-type granitoids in Tibet: Trace element characteristics and their application to detrital zircon provenance study

(2011) Qing Wang et al.   JOURNAL OF ASIAN EARTH SCIENCES

The role of crustal contamination in the formation of Ni–Cu sulfide deposits in Eastern Tianshan, Xinjiang, Northwest China: Evidence from trace element geochemistry, Re–Os, Sr–Nd, zircon Hf–O, and sulfur isotopes

(2011) Dong-Mei Tang et al.   JOURNAL OF ASIAN EARTH SCIENCES

The enigmatic sources of I-type granites: The peritectic connexion

(2011) J.D. Clemens et al.   LITHOS

A-type granite belts of two chemical subgroups in central eastern China: Indication of ridge subduction

(2011) He Li et al.   LITHOS

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Nb/Ta fractionation observed in eclogites from the Chinese Continental Scientific Drilling Project

(2009) J.L. Liang et al.   CHEMICAL GEOLOGY

Oxygen Isotopes in Mantle and Crustal Magmas as Revealed by Single Crystal Analysis

(2009) I. Bindeman   Reviews in Mineralogy & Geochemistry

Continental margin volcanism at sites of spreading ridge subduction: Examples from southern Alaska and western California

(2008) Ronald B. Cole et al.   TECTONOPHYSICS