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 2022-06-01 to 2026-06-01.)

Article	Citations
Editorial Board	178
Association Announcement 2023 Felix Chayes Prize	131
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	110
Three-dimensional inversion method based on multi-source fused physical information networks for leachate distribution in landfills	91
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	89
Compression of seismic forward modeling wavefield using TuckerMPI	89
Swin Transformer for simultaneous denoising and interpolation of seismic data	63
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	57
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	56
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	54
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	53
Borehole lithology modelling with scarce labels by deep transductive learning	52
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	50
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	48
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	45
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	43
SAIPy: A Python package for single-station earthquake monitoring using deep learning	42
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	42
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	41
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	41
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	40
Graph neural network-based topological relationships automatic identification of geological boundaries	40
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	39
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	38
GeoFedNet: Federated learning for privacy-aware, robust, and generalizable seismic interpretation	36

Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	35
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	34
Understanding geological reports based on knowledge graphs using a deep learning approach	33
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	32
Prediction of fault slip tendency in CO	32
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	30