OOIR: Observatory of International Research

Papers

(The H4-Index of Earth Science Informatics is 35. 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 2022-08-01 to 2026-08-01.)

Article	Citations
CCWSIM: an efficient and fast wavelet-based CCSIM for categorical characterization of large-scale geological domains	78
Decompose-deep-recompose models and genetic algorithm based optimal ensemble method (GAE) to enhance the air temperature forecasting of world’s major urban cities	75
Spatial analysis of potential natural vegetation and habitat suitability changes on the Loess Plateau using high-resolution climate data and LPJ-GUESS model	70
HiLoF-GAN: high and low frequency information separation GAN for underwater image enhancement	66
A combination-weighted Matter-element Extension model of water storage potential prediction in pore-fissure sandstone aquifer: case of study in Longwanggou Coalfield, Ordos basin, China	65
Distributed spatial crowdsourcing based task allocation in Ocean Internet of Things	63
A Conditional Generative Adversarial Network for urban area classification using multi-source data	59
Inversion model for snow geophysical parameters estimation using sentinel–1 stokes parameter	58
Concatenating data-driven and reduced-physics models for smart production forecasting	57
Hybrid model for high-speed rail wind speed forecasting based on improved transformer	56
A novel implementation of a decomposition-enhanced hybrid GWO–KELM model with LUBE for constructing prediction intervals of groundwater drought	55
Correction: Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data	55
Machine learning based mapping of physicochemical attributes in the Colombian Pacific seafloor	51
Determination of the stress concentration factor adjacent an extracted underground coal panel using the CART and MARS algorithms	50
Extraction of terrain ridge lines and valley lines based on agglomeration analysis of terrain points: a cluster analysis method	50
Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province	48
Modeling soil water retention curves by pore fractal dimension based on microstructure image	46
Roughness Estimation of Multi-Scale Rock Joints based on SfM & MVS Photogrammetry with A DSLR Camera in Animation Mode	46
Hyperspectral image classification based on channel perception mechanism and hybrid deformable convolution network	45
Artificial intelligence-driven clustering and prediction of Near-Earth Object behavioural groups and close approaches	44
G-ABORE: regularizing complex geometry building boundaries from pre-processed building LiDAR points using Bézier curve	44
Machine learning and hyperspectral imaging to predict soil water content: methodology and field validation	41
Evaluating the efficiency and accuracy of the copula-based rainfall-runoff model	40
A hybrid of RainNet and genetic algorithm in nowcasting prediction	39
Data augmentation framework for rock thin section identification and classification under the condition of small samples	38

EZ-InSAR-3: An open-source environment for interferometric synthetic aperture radar data processing in python	38
A multiscale siamese transformer attention network for remote sensing image change detection	37
Optimizing support vector machines for enhanced permeability prediction in sandstone reservoirs using systematic and heuristic hyperparameter tuning	37
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review	37
Implicit 3D structural geological modeling of the Mexico Basin: a scalable and reproducible open-source workflow	36
iHHO-CBS: Improved Harris Hawk optimization and cubic bezier smoothing framework combining T2T-ViT classification for evacuation route planning at emergency	36
Segmentation of crack disaster images based on feature extraction enhancement and multi-scale fusion	36
Interactive web-based visualization of high-resolution rock and soil XCT: a lightweight workflow using Three.js and Zstandard	35
GNSS-A observation model with attached oceanic slowness gradient	35
Prediction of hydraulic conductivity based on the soil grain size using supervised committee machine artificial intelligence	35