OOIR: Observatory of International Research

Papers

(The H4-Index of Computers & Geosciences is 30. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Editorial Board	173
Association Announcement 2023 Felix Chayes Prize	125
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	108
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	87
Borehole lithology modelling with scarce labels by deep transductive learning	85
Three-dimensional inversion method based on multi-source fused physical information networks for leachate distribution in landfills	84
Compression of seismic forward modeling wavefield using TuckerMPI	62
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	54
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	53
Swin Transformer for simultaneous denoising and interpolation of seismic data	51
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	51
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	51
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	48
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	47
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	47
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	45
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	42
GeoFedNet: Federated learning for privacy-aware, robust, and generalizable seismic interpretation	42
SAIPy: A Python package for single-station earthquake monitoring using deep learning	41
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	40
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	39
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	38
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	38
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	38
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	37

Graph neural network-based topological relationships automatic identification of geological boundaries	34
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	33
Prediction of fault slip tendency in CO	32
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	32
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	30
Understanding geological reports based on knowledge graphs using a deep learning approach	30