OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Geochemistry is 28. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-09-01 to 2024-09-01.)

Article	Citations
Laser-Induced Breakdown Spectroscopy – A geochemical tool for the 21st century	98
The processing methods of geochemical exploration data: past, present, and future	85
Recognition of geochemical anomalies using a deep variational autoencoder network	72
Detection of the multivariate geochemical anomalies associated with mineralization using a deep convolutional neural network and a pixel-pair feature method	66
Mineralogy and geochemistry of Tecolutla and Coatzacoalcos beach sediments, SW Gulf of Mexico	60
Uranium in natural waters and the environment: Distribution, speciation and impact	59
Effects of mineralogy, chemistry and physical properties of basalts on carbon capture potential and plant-nutrient element release via enhanced weathering	56
Digital rock physics, chemistry, and biology: challenges and prospects of pore-scale modelling approach	54
Convolutional neural network and transfer learning based mineral prospectivity modeling for geochemical exploration of Au mineralization within the Guandian–Zhangbaling area, Anhui Province, China	53
Detection of geochemical anomalies related to mineralization using the GANomaly network	51
The occurrence and distribution of strontium in U.S. groundwater	48
Source apportionment of cadmium pollution in agricultural soil based on cadmium isotope ratio analysis	46
Fluid geochemistry and its implications on the role of deep faults in the genesis of high temperature systems in the eastern edge of the Qinghai Tibet Plateau	44
The impact of mineral reactive surface area variation on simulated mineral reactions and reaction rates	42
Prediction on the fluoride contamination in groundwater at the Datong Basin, Northern China: Comparison of random forest, logistic regression and artificial neural network	41
Geochemistry of marine sediments adjacent to the Los Tuxtlas Volcanic Complex, Gulf of Mexico: Constraints on weathering and provenance	40
Visualization and interpretation of geochemical exploration data using GIS and machine learning methods	35
A review of machine learning in geochemistry and cosmochemistry: Method improvements and applications	34
Identification of multi-element geochemical anomalies using unsupervised machine learning algorithms: A case study from Ag–Pb–Zn deposits in north-western Zhejiang, China	34
Indicator element selection and geochemical anomaly mapping using recursive feature elimination and random forest methods in the Jingdezhen region of Jiangxi Province, South China	33
Geodetector based identification of influencing factors on spatial distribution patterns of heavy metals in soil: A case in the upper reaches of the Yangtze River, China	31
Fraction distribution of heavy metals and its relationship with iron in polluted farmland soils around distinct mining areas	31
Metal (Fe, Cu, and As) transformation and association within secondary minerals in neutralized acid mine drainage characterized using X-ray absorption spectroscopy	31
Trace metal elements in phosphate rock wastes from the Djebel Onk mining area (Tébessa, eastern Algeria): A geochemical study and environmental implications	31
The link between surface water and groundwater-based drinking water – strontium isotope spatial distribution patterns and their relationships to Danish sediments	30

The first radon potential map of the Campania region (southern Italy)	30
Deep learning with laser-induced breakdown spectroscopy (LIBS) for the classification of rocks based on elemental imaging	29
Identification of heavy metal pollution sources and its associated risk assessment in an industrial town using the K-means clustering technique	28
Evaluating feedstocks for carbon dioxide removal by enhanced rock weathering and CO2 mineralization	28
Supervised mineral exploration targeting and the challenges with the selection of deposit and non-deposit sites thereof	28