OOIR: Observatory of International Research

Papers

(The H4-Index of Earth Science Informatics is 32. 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
Hyperspectral image classification based on channel perception mechanism and hybrid deformable convolution network	69
Modeling soil water retention curves by pore fractal dimension based on microstructure image	68
CCWSIM: an efficient and fast wavelet-based CCSIM for categorical characterization of large-scale geological domains	65
Decompose-deep-recompose models and genetic algorithm based optimal ensemble method (GAE) to enhance the air temperature forecasting of world’s major urban cities	59
Spatial analysis of potential natural vegetation and habitat suitability changes on the Loess Plateau using high-resolution climate data and LPJ-GUESS model	58
HiLoF-GAN: high and low frequency information separation GAN for underwater image enhancement	55
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	53
Distributed spatial crowdsourcing based task allocation in Ocean Internet of Things	53
A Conditional Generative Adversarial Network for urban area classification using multi-source data	50
A hybrid of RainNet and genetic algorithm in nowcasting prediction	49
Inversion model for snow geophysical parameters estimation using sentinel–1 stokes parameter	49
Concatenating data-driven and reduced-physics models for smart production forecasting	45
Hybrid model for high-speed rail wind speed forecasting based on improved transformer	44
G-ABORE: regularizing complex geometry building boundaries from pre-processed building LiDAR points using Bézier curve	44
Correction: Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data	43
A novel implementation of a decomposition-enhanced hybrid GWO–KELM model with LUBE for constructing prediction intervals of groundwater drought	42
Ensemble machine learning approaches for estimating soil texture components in loess soils of Golestan Province	41
Machine learning based mapping of physicochemical attributes in the Colombian Pacific seafloor	41
Roughness Estimation of Multi-Scale Rock Joints based on SfM & MVS Photogrammetry with A DSLR Camera in Animation Mode	41
A multiscale siamese transformer attention network for remote sensing image change detection	40
Evaluating the efficiency and accuracy of the copula-based rainfall-runoff model	38
Determination of the stress concentration factor adjacent an extracted underground coal panel using the CART and MARS algorithms	37
Extraction of terrain ridge lines and valley lines based on agglomeration analysis of terrain points: a cluster analysis method	37
Mapping of groundwater potential zones in Pohru Watershed of Jhelum Basin-Western Himalaya, India using integrated approach of remote sensing, GIS and AHP	36
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review	35

Machine learning and hyperspectral imaging to predict soil water content: methodology and field validation	34
Construction and application of integrated entropy model for measuring precipitation complexity	33
Assessment of groundwater level using satellite-based hydrological parameters in North-West India: A deep learning approach	33
Optimizing support vector machines for enhanced permeability prediction in sandstone reservoirs using systematic and heuristic hyperparameter tuning	33
EZ-InSAR-3: An open-source environment for interferometric synthetic aperture radar data processing in python	33
Implicit 3D structural geological modeling of the Mexico Basin: a scalable and reproducible open-source workflow	33
iHHO-CBS: Improved Harris Hawk optimization and cubic bezier smoothing framework combining T2T-ViT classification for evacuation route planning at emergency	32
Interactive web-based visualization of high-resolution rock and soil XCT: a lightweight workflow using Three.js and Zstandard	32
Segmentation of crack disaster images based on feature extraction enhancement and multi-scale fusion	32
ET2Spatial – software for georeferencing of eye movement data	32