Geoscience Frontiers 2021 Vol. 12 No. 1

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Deadly oasis: Recurrent annihilation of Cretaceous desert bryophyte colonies; the role of solar, climate and lithospheric forcing

Identification of the Early Jurassic mylonitic granitic pluton and tectonic implications in Namling area, southern Tibet

Quantification of submarine groundwater discharge (SGD) using radon, radium tracers and nutrient inputs in Punnakayal, south coast of India

Geochronological and geochemical constraints on the petrogenesis of late Mesoproterozoic mafic and granitic rocks in the southwestern Yangtze Block

Rhyolites in continental mafic Large Igneous Provinces: Petrology, geochemistry and petrogenesis

PetroGram: An excel-based petrology program for modeling of magmatic processes

Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer

Early Paleozoic accretionary orogens along the Western Gondwana margin

Geochronological and geochemical evidence for a Late Ordovician to Silurian arc–back-arc system in the northern Great Xing’an Range, NE China

Adakite-like granitoids of Songkultau: A relic of juvenile Cambrian arc in Kyrgyz Tien Shan

Switching from advancing to retreating subduction in the Neoproterozoic Tarim Craton, NW China: Implications for Rodinia breakup

Characteristics of carbonatites from the northern part of the Korean Peninsula: A perspective from distribution, geology and geochemistry

New sedimentological and palynological data from the Yarkand-Fergana Basin (Kyrgyz Tian Shan): Insights on its Mesozoic paleogeographic and tectonic evolution

A large epeiric methanogenic Bambuí sea in the core of Gondwana supercontinent?

Boron isotopic variations in tourmaline from metacarbonates and associated calc-silicate rocks from the Bohemian Massif: Constraints on boron recycling in the Variscan orogen

Backward automatic calibration for three-dimensional landslide models

A comparative study of geometric and geostatistical methods for qualitative reserve estimation of limestone deposit

Sicilian serpentinite xenoliths containing abiotic organics with nanodiamond clusters as key model for prebiotic processes

Geology, geochronology and geochemistry of large Duobaoshan Cu–Mo–Au orefield in NE China: Magma genesis and regional tectonic implications

Phase equilibrium modelling of the amphibolite facies metamorphism in the Yelapa-Chimo Metamorphic Complex, Mexico

Water in coesite: Incorporation mechanism and operation condition, solubility and P-T dependence, and contribution to water transport and coesite preservation

Big data and machine learning in geoscience and geoengineering: Introduction

Advanced prediction of tunnel boring machine performance based on big data

Non-parametric machine learning methods for interpolation of spatially varying non-stationary and non-Gaussian geotechnical properties

Landslide identification using machine learning

Estimation of diaphragm wall deflections for deep braced excavation in anisotropic clays using ensemble learning

Application of soft computing techniques for shallow foundation reliability in geotechnical engineering

Modelling of shallow landslides with machine learning algorithms

Deep learning based classification of rock structure of tunnel face

Stochastic seismic slope stability assessment using polynomial chaos expansions combined with relevance vector machine

Prediction of load-displacement performance of grouted anchors in weathered granites using FastICA-MARS as a novel model

Probabilistic outlier detection for sparse multivariate geotechnical site investigation data using Bayesian learning

Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms

Machine learning for pore-water pressure time-series prediction: Application of recurrent neural networks

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Bayesian geological and geophysical data fusion for the construction and uncertainty quantification of 3D geological models