Journal of Geochemical Exploration

Article	Citations
Recovery potential of rare earth elements from mining and industrial residues: A review and cases studies	104
A data augmentation approach to XGboost-based mineral potential mapping: An example of carbonate-hosted Zn Pb mineral systems of Western Iran	85
Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran	67
Data analysis methods for prospectivity modelling as applied to mineral exploration targeting: State-of-the-art and outlook	64
Multiple factors control groundwater chemistry and quality of multi-layer groundwater system in Northwest China coalfield — Using self-organizing maps (SOM)	55
Application of self-organizing map (SOM) and K-means clustering algorithms for portraying geochemical anomaly patterns in Moalleman district, NE Iran	45
Concentration and distribution of selenium in soils of mainland China, and implications for human health	44
Category-based fractal modelling: A novel model to integrate the geology into the data for more effective processing and interpretation	40
A simulation-based framework for modulating the effects of subjectivity in greenfield Mineral Prospectivity Mapping with geochemical and geological data	34
Occurrence and distribution of OCPs and PAHs in water, soil and sediment of Daye lake	33
Legacy iron and steel wastes in the UK: Extent, resource potential, and management futures	33
Systematic characterization of historical tailings for possible remediation and recovery of critical metals and minerals – The Yxsjöberg case	33
Fluid geochemistry in a low-enthalpy geothermal field along a sector of southern Apennines chain (Italy)	32
Trace element geochemistry of sphalerite and chalcopyrite in arc-hosted VMS deposits	31
Combining the outputs of various k-nearest neighbor anomaly detectors to form a robust ensemble model for high-dimensional geochemical anomaly detection	30
Principal component analysis and K-means clustering as tools during exploration for Zn skarn deposits and industrial carbonates, Sala area, Sweden	30
Detecting REE-rich areas in heterogeneous drill cores from Storkwitz using LIBS and a combination of k-means clustering and spatial raster analysis	30
Distribution of potentially toxic elements in soils surrounding abandoned mining waste located in Taltal, Northern Chile	30
Rapid geochemical imaging of rocks and minerals with handheld laser induced breakdown spectroscopy (LIBS)	29
Sphalerite as a record of metallogenic information using multivariate statistical analysis: Constraints from trace element geochemistry	28
Trace elements leaching from Pb Zn mine waste (Plombières, Belgium) and environmental implications	28
Knowledge discovery of geochemical patterns from a data-driven perspective	27
Antimony leaching from soils and mine waste from the Mau Due antimony mine, North-Vietnam	27
Incorporation of sulphidic mining waste material in ceramic roof tiles and blocks	27
Mine waters as a secondary source of rare earth elements worldwide: The case of the Iberian Pyrite Belt	25

Mapping the impact of environmental pollutants on human health and environment: A systematic review and meta-analysis	24
Metallogenic characteristics and resource potential of antimony in China	24
Using multivariate compositional data analysis (CoDA) and clustering to establish geochemical backgrounds in stream sediments of an onshore oil deposits area. The Agri River basin (Italy) case study	23
Handheld LIBS analysis for in situ quantification of Li and detection of the trace elements (Be, Rb and Cs)	23
Exploring the shallow geothermal resources in the Chilean Southern Volcanic Zone: Insight from the Liquiñe thermal springs	22
Sourcing of critical elements and industrial minerals from mine waste – The final evolutionary step back to sustainability of humankind?	22
Self-organizing map artificial neural networks and sequential Gaussian simulation technique for mapping potentially toxic element hotspots in polluted mining soils	22
Geochemistry of the early Jurassic Soleiman Kandi karst bauxite deposit, Irano–Himalayan belt, NW Iran: Constraints on bauxite genesis and the distribution of critical raw materials	21
Distinguishing IOCG and IOA deposits via random forest algorithm based on magnetite composition	21
Detection of geochemical anomalies using a fractal-wavelet model in Ipack area, Central Iran	21
Fluid evolution and gold precipitation in the Muping gold deposit (Jiaodong, China): Insights from in-situ trace elements and sulfur isotope of sulfides	21
Rare earth elements plus yttrium (REY) in phosphorites from the Tébessa region (Eastern Algeria): Abundance, geochemical distribution through grain size fractions, and economic significance	19
Reprocessing feasibility of polymetallic waste rock for cleaner and sustainable mining	19
Transfer learning and siamese neural network based identification of geochemical anomalies for mineral exploration: A case study from the Cu Au deposit in the NW Junggar area of northern Xinjiang Prov	19
Granite-bauxite provenance of abnormally enriched boehmite and critical elements (Nb, Ta, Zr, Hf and Ga) in coals from the Eastern Surface Mine, Ningwu Coalfield, Shanxi Province, China	19
Revalorization of Haveri Au-Cu mine tailings (SW Finland) for potential reprocessing	19
Annual net input fluxes of cadmium in paddy soils in karst and non-karst areas of Guangxi, China	19
Controls on soil geochemistry fractal characteristics in Lemesos (Limassol), Cyprus	19
Why comparison between different chemical extraction procedures is necessary to better assess the metals availability in sediments	18
Predicting soil electrical conductivity using multi-layer perceptron integrated with grey wolf optimizer	18
A regional-scale geochemical survey of stream sediment samples in Nappe zone, northern Tunisia: Implications for mineral exploration	17
Evaluating Sn mineralization potential at the Haobugao skarn Zn–Pb deposit (NE China) using whole-rock and zircon geochemistry	16
Mechanisms for Pd Au enrichment in porphyry-epithermal ores of the Elatsite deposit, Bulgaria	16
The contribution of persistent organic pollutants to the environmental changes in Campania region, Italy: Results from the Campania Trasparente project	16
Terrestrial and aquatic ecotoxicity of iron ore tailings after the failure of VALE S.A mining dam in Brumadinho (Brazil)	16
CO2 storage in carbonate rocks: An experimental and geochemical modeling study	16
Two-stage Cu Pb Zn mineralization of the Baoshan deposit in southern Hunan, South China: Constraints from zircon and pyrite geochronology and geochemistry	16
Geochemical and mineralogical characterization of stream sediments impacted by mine wastes containing arsenic, cadmium and lead in North-Central Mexico	16
The middle Permian pyrophyllite-rich ferruginous bauxite, northwestern Iran, Irano–Himalayan karst belt: Constraints on elemental fractionation and provenance	16
Stream sediment analysis for Lithium (Li) exploration in the Douro region (Portugal): A comparative study of the spatial interpolation and catchment basin approaches	16
Geological and geochemical characteristics of karst bauxite-bearing sequences in Xiabu area, Central Shanxi Province, North China	15
Using apatite to differentiate metallogenic potential and environment of granitic rocks: A case study from the Tongshanling W-Sn-Cu-Pb-Zn ore field, Nanling Range (South China)	15
Hierarchical clustering and compositional data analysis for interpreting groundwater hydrogeochemistry: The application to Campi Flegrei volcanic aquifer (south Italy)	15
Performance of predictive supervised classification models of trace elements in magnetite for mineral exploration	15
Spatial variations, health risk assessment, and source apportionment of soil heavy metals in the middle Yellow River Basin of northern China	15
Use of natural zeolite-rich tuff and siliceous sand for mine water treatment from abandoned gold mine tailings	15
Hydrogeochemical, microbial and compositional analysis of data from surface and groundwater sources in Southeastern Nigeria	15
Cobalt-bearing copper slags from Luanshya (Zambian Copperbelt): Mineralogy, geochemistry, and potential recovery of critical metals	15
Mercury distribution around the Siele Hg mine (Mt. Amiata district, Italy) twenty years after reclamation: Spatial and temporal variability in soil, stream sediments, and air	14
Geology and geochemistry-based metallogenic exploration model for the eastern Tethys Himalayan metallogenic belt, Tibet	14
Detection of multivariate geochemical anomalies associated with gold deposits by using distance anomaly factors	14
Using regional geochemical survey data to trace anomalous samples through geochemical genes: The Tieshanlong tungsten deposit area (Southeastern China) case study	13
Towards a sampling protocol for the resource assessment of critical raw materials in tailings storage facilities	13
Geochemical behaviour of benign desulphurised waste rocks for mine drainage control and sustainable management	13
The potential of granulated schwertmannite adsorbents to remove oxyanions (SeO32−, SeO42−, MoO42−, PO43−, Sb(OH)6−) from contaminated water	13
Stability of naturally occurring AMD–schwertmannite in the presence of arsenic and reducing agents	13
Mineral prospecting from biogeochemical and geological information using hyperspectral remote sensing - Feasibility and challenges	13
Big data mining on trace element geochemistry of sphalerite	13
Vanadium in slags from smelting of African Pb-Zn vanadate ores: Mineralogy, extractability and potential recovery	13
Quantitative mineralogical evaluation of Ni-Co laterite ores through XRPD-QPA- and automated SEM-based approaches: The Wingellina (Western Australia) case study	13

Environmental pollution status and health risk assessment of selective heavy metal(oid)s in Iran's agricultural soils: A review	13
Origin, distribution and enrichment of selenium in oasis farmland of Aksu, Xinjiang, China	13
The Mushiston Sn deposit in Tajik Tien Shan as the type locality for stannite-cassiterite-hydrostannate mineralization: New mineral chemistry data and genetic constraints	13
Zirconium and hafnium fractionation and distribution of Rare Earth Elements in neutral–alkaline waters: Case study of Lake Van hydrothermal system, Turkey	13
Geochemical characteristics of fluorine (F) in mainland China's pedosphere: On the basis of the China Geochemical Baselines project	13
Empirical mode decomposition and power spectrum filtering for detection of frequency channels related to multi-scale geochemical anomalies: Metal exploration targeting in Moalleman district, NE Iran	12
Source identification of the geochemical anomaly from the fine-grained soil survey in the Nuheting sandstone-type uranium deposit, Erlian Basin, north China	12
Trace metal element pollution in media from the abandoned Pb and Zn mine of Lakhouat, Northern Tunisia	12
Experimental simulations of Zn Pb slag weathering and its impact on the environment: Effects of acid rain, soil solution, and microbial activity	12
The redistribution of thorium, uranium, potassium by magmatic and hydrothermal processes versus surface processes in the Saraya Batholith (Eastern Senegal): Insights from airborne radiometrics data an	12
Detection of geochemical anomalies related to mineralization using the Random Forest model optimized by the Competitive Mechanism and Beetle Antennae Search	12
The microbial impact on U, Pu, Np, and Am immobilization on aquifer sandy rocks, collected at the deep LRW injection site	12
Dictionary learning for multivariate geochemical anomaly detection for mineral exploration targeting	12
Estimating natural background concentrations for dissolved constituents in groundwater: A methodological review and case studies for geogenic fluoride	12
Intelligent mapping of geochemical anomalies: Adaptation of DBSCAN and mean-shift clustering approaches	12
A novel XRF-based lithological classification in the Tarkwaian paleo placer formation using SMOTE-XGBoost	11
Gold prospectivity mapping and exploration targeting in Hutti-Maski schist belt, India: Synergistic application of Weights-of-Evidence (WOE), Fuzzy Logic (FL) and hybrid (WOE-FL) models	11
Identification of Rare Earth Elements (REEs) distribution patterns in the soils of Campania region (Italy) using compositional and multivariate data analysis	11
Geology, geochemistry, and genesis of REY minerals of the late Cretaceous karst bauxite deposits, Zagros Simply Folded Belt, SW Iran: Constraints on the ore-forming process	11
Spatio-temporal accumulation patterns of trace metals in sediments of a large plateau lake (Erhai) in Southwest China and their relationship with human activities over the past century	11
Integration of self-organizing maps, statistical analysis, and hydrogeochemical modeling methods to identify spatio-seasonal variations in mine water quality	11
Multivariate analysis of dilution-corrected residuals to improve the interpretation of geochemical anomalies and determine their potential sources: The Mingardo River case study (Southern Italy)	11
Mobility of Mn and other trace elements in Mn-rich mine tailings and adjacent creek at Kanye, southeast Botswana	11
Geological mapping of basalt using stream sediment geochemical data: Case study of covered areas in Jining, Inner Mongolia, China	11
Genesis of the Carboniferous karstic bauxites in Qingzhen region, central Guizhou, southwest China	11
Hydrothermal alteration in Eshtehard volcanoes, Iran: Constraints from trace elements redistribution and stable isotope geochemistry	11
Global carbon dioxide output of volcanic lakes in the Azores archipelago, Portugal	11
Seawater intrusion and hydrogeochemical processes in the Ischia Island groundwater system	11
Tracking geochemical signatures of rare earth and trace elements in spring waters and outcropping rocks from the hidden geothermal system of Acoculco, Puebla (Mexico)	10
Footprints of ore fluid pathway and implications to mineral exploration in the Shihu Gold Deposit, North China: Evidence from short wave infrared spectroscopy of illitic alteration rocks	10
Water/rock interactions, chemical weathering and erosion, and supergene enrichment in the Tapira and Catalão I alkaline‑carbonatite complexes, Brazil	10
Mine waste from carbonatite deposits as potential rare earth resource: Insight into the Phalaborwa (Palabora) Complex	10
Recognition and incorporation of mineralization-efficient fault systems to produce a strengthened anisotropic geochemical singularity	10
Incorporation of geological constraints and semivariogram scaling law into geostatistical modeling of metal contents in hydrothermal deposits for improved accuracy	10
Flux measurements of gaseous elemental mercury (GEM) from the geothermal area of “Le Biancane” natural park (Monterotondo Marittimo, Grosseto, Italy): Biogeochemical processes controlling GEM emission	10
Spatial-temporal variations and transport process of polycyclic aromatic hydrocarbons in Poyang Lake: Implication for dry–wet cycle impacts	10
Rare disperse elements in epithermal deposit: Insights from LA–ICP–MS study of sphalerite at Dalingkou, South China	10
Exploration indicators of the Jiama porphyry–skarn deposit, southern Tibet, China	10
Geochemical anomaly mapping using sparse principal component analysis in Jining, Inner Mongolia, China	10
Application of geographically weighted regression (GWR) and singularity analysis to identify stream sediment geochemical anomalies, case study, Takab Area, NW Iran	10
In-situ scheelite LASS-ICPMS reconnaissance Sm-Nd isotope characterisation and prospects for dating	10
“The role of ignimbrites and fine sediments in the lithium distribution and isotopic fractionation in hyperarid environments: Insights from Li-isotopes in the Atacama Desert”	9
In situ monitoring of elemental losses and gains during weathering using the spatial element patterns obtained by portable XRF	9
Zircon U–Pb age, fluid inclusion, and H–C–O–He–Ar–S isotopic compositions as an index to the VMS-type mineralization: A case study from the Wulasigou polymetallic deposit, Altay Orogenic Belt, Northwe	9
Application of multi-component gas geochemical survey for deep mineral exploration in covered areas	9
GEMAS: Geochemical distribution of Mg in agricultural soil of Europe	9
Provenance change and continental weathering of Late Permian bauxitic claystone in Guizhou Province, Southwest China	9
Determining hydrogeological and anthropogenic controls on N pollution in groundwater beneath piedmont alluvial fans using multi-isotope data	9
Mapping the intellectual and conceptual structure of research on CoDa in the ‘Social Sciences’ scientific domain. A bibliometric overview	9
BWM-SAW: A new hybrid MCDM technique for modeling of chromite potential in the Birjand district, east of Iran	9
A combined multivariate approach analyzing geochemical data for knowledge discovery: The Vazante – Paracatu Zinc District, Minas Gerais, Brazil	9
Waste rocks and medieval slag as sources of environmental pollution in the area of the Pb-Zn Mine Rudnik (Serbia)	9
The efficiency of fractal techniques in geochemical anomaly delineation within BLEG and <180 μm stream sediments in Western Turkey	9
Cathodoluminescent textures and trace element signatures of hydrothermal quartz from the granite-related No. 302 uranium deposit, South China: A reconnaissance study for their genetic significances	9
Heavy metal(loid)s contamination and ecotoxicological hazards in coal, dust, and soil adjacent to coal mining operations, Northwest Pakistan	9
Natural and artificial gamma-emitting radionuclides in volcanic soils of the Western Canary Islands	9
Identification of radon anomalies induced by earthquake activity using intelligent systems	9
Assessment of depth wise distribution, enrichment, contamination, ecological risk and sources of soil heavy metals over an Industrial area in Southern India	9
Geochemistry of surface waters around four hard-rock lithium deposits in Central Europe	9
Geostatistical simulation of rock physical and geochemical properties with spatial filtering and its application to predictive geological mapping	8
Regional occurrence of aqueous tungsten and relations with antimony, arsenic and molybdenum concentrations (Sardinia, Italy)	8
Challenges in predicting the reactivity of mine waste rocks based on kinetic testing: Humidity cell tests and reactive transport modeling	8
Assessment of the Amaruq gold deposit signature in glacial sediments using multivariate geochemical data analysis and indicator minerals	8
Distribution and pools of mercury in forest soils near recent and historical mercury emission sources in the central Czech Republic	8
Geochemical characteristics of the Silurian-Devonian Kroh black shales, Peninsular Malaysia: An implication for hydrocarbon exploration	8
Innovative methods applied to processing and interpreting geochemical data	8
Tectonic discrimination and application based on convolution neural network and incomplete big data	8
Influence of monsoon season on heavy metal composition of Hooghly River estuary sediments, West Bengal, India	8
Nanomaterials as endorsed environmental remediation tools for the next generation: Eco-safety and sustainability	8
Controls on lithium content of oilfield waters in Texas and neighboring states (USA)	8
Background levels of DTPA-extractable trace elements in calcareous soils and prediction of trace element availability based on common soil properties	8
Combined procedure of metal removal and recovery of technology elements from fertilizer industry effluents	8
Laser Induced Breakdown Spectroscopy (LIBS) for whole rock geochemistry	8
Tritium as a tool to assess leachate contamination: An example from Conversano landfill (Southern Italy)	8
X-ray-excited optical luminescence imaging for on-site identification of xenotime	8
Comparison of four nickel hyperaccumulator species in the temperate climate zone of Central Europe	8
Comparison of geochemical patterns from different sampling density geochemical mapping in Altay, Xinjiang Province, China	8
Screening dilute sources of rare earth elements for their circular recovery	8
An experimental study of the morphological evolution of pyrite under hydrothermal conditions and its implications	8
Geochemical and isotopic signatures, and zircon U Pb ages of the oldest known intrusive rocks associated with porphyry Cu deposits in the central Urumieh–Dokhtar magmatic arc, Iran	7

Geochemistry of the Yudong bauxite deposit, south-eastern Guizhou, China: Implications for conditions of formation and parental affinity	7
Antimony in quartz as a vector to mineralization: A statistical approach from five Variscan Sb occurrences (France)	7
Carbon accounting of mined landscapes, and deployment of a geochemical treatment system for enhanced weathering at Woodsreef Chrysotile Mine, NSW, Australia	7
An interpretable attention branch convolutional neural network for identifying geochemical anomalies related to mineralization	7
The influence of metal mobility on resource potential in circumneutral pH iron-rich copper mine waste rocks	7
The rare earth element (REE) potential of the Philippines	7
Reactive transport modeling of U and Ra mobility in roll-front uranium deposits: Parameters influencing 226Ra/238U disequilibria	7
Hydrogeochemistry of thallium and other potentially toxic elements in neutral mine drainage at the decommissioned Pb-Zn Raibl mine (Eastern Alps, Italy)	7
Chemo-isotopic tracing of the groundwater salinity in arid regions: An example of Shahrood aquifer (Iran)	7
Lithogeochemistry of hydrothermally-altered host rocks by multiple mineralizations in the Mankayan Mineral District, Philippines	7
3D mineral exploration targeting with multi-dimensional geoscience datasets, Tongling Cu(-Au) District, China	7
In-situ trace elements and sulfur isotopic analyses of stibnite: Constraints on the genesis of Sb/Sb-polymetallic deposits in southern China	7
Merging 3D geological modeling and stochastic simulation to foster waste rock upstream management	7
Concentrations and spatial distribution of chlorine in the pedosphere in China: Based on the China Geochemical Baselines Project	7
High arsenic levels in sediments, Jianghan Plain, central China: Vertical distribution and characteristics of arsenic species, dissolved organic matter, and microbial community	7
Determination of germanium in plant and soil samples using high-resolution continuum source graphite furnace atomic absorption spectrometry (HR CS GFAAS) with solid sampling	7
Geochemical, geostatistical and time series analysis techniques as a tool to achieve the Water Framework Directive goals: An example from Piedmont region (NW Italy)	7
Interpretations of Hg anomalous sources in drainage sediments and soils in China	7
In situ trace element compositions and U Pb ages of cassiterite from tin-polymetallic deposits in the Dachang district, Guangxi, China: Implications for ore genesis and exploration	7
Quantifying excess heavy metal concentrations in drainage basins using conservative mixing models	7
Cuckoo optimization algorithm for support vector regression potential analysis: An example from the Granites-Tanami Orogen, Australia	7
Patterns and forms of copper and cobalt in Macrotermes falciger mounds of the Lubumbashi area, DR Congo	7
Geochemical, mineralogical and geostatistical modelling of an IOCG tailings deposit (El Buitre, Chile): Implications for environmental safety and economic potential	7
In situ zircon and cassiterite U-Pb ages constraints on concealed granite and W mineralization in the Kuimeishan deposit, Nanling Region, South China	7