Rare earth elements associated with carbonatite–alkaline complexes in western Rajasthan, India: exploration targeting at regional scale

Abstract

Abstract. A two-stage fuzzy inference system (FIS) is applied to prospectivity modelling and exploration-target delineation for rare earth element (REE) deposits associated with carbonatite–alkaline complexes in the western part of the state of Rajasthan in India. The design of the FIS and selection of the input predictor map are guided by a generalised conceptual model of carbonatite–alkaline-complex-related REE mineral systems. In the first stage, three FISs are constructed to map the fertility and favourable geodynamic settings, favourable lithospheric architecture for fluid transportation and favourable shallow crustal (near-surface) emplacement architecture, respectively, for REE deposits in the study area. In the second stage, the outputs of the above FISs are integrated to map the prospectivity of REE deposits in the study area. Stochastic and systemic uncertainties in the output prospectivity maps are estimated to facilitate decision-making regarding the selection of exploration targets. The study led to the identification of prospective targets in the Kamthai–Sarnu-Dandeli and Mundwara regions, where detailed project-scale ground exploration is recommended. Low-confidence targets were identified in the Siwana ring complex region, north and northeast of Sarnu-Dandeli, south of Barmer, and south of Mundwara. Detailed geological mapping and geochemical sampling together with high-resolution magnetic and radiometric surveys are recommended in these areas to increase the level of confidence in the prospectivity of these targets before undertaking project-scale ground exploration. The prospectivity-analysis workflow presented in this paper can be applied to the delineation of exploration targets in geodynamically similar regions globally, such as Afar province (East Africa), Paraná–Etendeka (South America and Africa), Siberia (Russia), East European Craton–Kola (eastern Europe), Central Iapetus (North America, Greenland and the Baltic region) and the pan-superior province (North America).

WITHDRAWN: Rare metal mineralization and geochemical characterization of El Mansouri Ring Complex, Northern Arabian Nubian Shield: Implications for petrogenesis and tectonic setting

“…The alkaline-carbonatitic complexes and their weathered derivatives are major sources of rare earth elements (REEs) and niobium (Nb) (Goodenough et al 2016;Aranha et al 2022;Rasilainen et al 2023). Carbonatite-hosted REE deposits are often high-grade and big in size, with low thorium contents .…”

Preface: State of the art in mineral exploration

“…geological, geophysical, geochemical, structural, remote sensing) targeted to a specific deposit type to develop "predictor maps". In their contribution, Aranha et al (2022) feed a conceptual model of rare earth elements (REE) associated with carbonatitealkaline complexes in western Rajasthan (India) by combining nine layers of input data to generate predictor maps. Then, a knowledge-driven artificial intelligence technique (fuzzy inference system) is used in combination with uncertainty modelling to produce maps that include information on the fertility sources and geodynamic setting, lithospheric transportation architecture and near-surface emplacement.…”