OOIR: Observatory of International Research

Papers

(The H4-Index of Earth Science Informatics is 25. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Computing changes in regular square grids: towards integration of pixel and edge level analyses	82
Exploring effect of scale dependency in LST downscaling – using convolution neural network-extreme learning machine (CNN-ELM)	65
A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables	62
Recent trends in spatial modeling studies of air quality (2010–2023)	61
Permanent displacement of earth slopes under wavelet-based decomposed earthquakes	60
Data-driven resilient model development and feature selection for rock compressive strength prediction using machine learning and transformer techniques	53
Rotation-based outlier detection for geochemical anomaly identification in stream sediment multivariate data	50
Comparative evaluation of machine learning models for UAV-derived biomass estimation in Miombo Woodlands	49
Monitoring vegetation dynamics across land use types in Iran: spatiotemporal relationships with soil temperature and water volume	46
Determination of a destressing scheme for the stiff main roof of an evaporite deposit using distinct element method	45
Spatial analysis of potential natural vegetation and habitat suitability changes on the Loess Plateau using high-resolution climate data and LPJ-GUESS model	43
Spatiotemporal sediment yield variability in the Upper Blue Nile Basin, Ethiopia	40
Classification of design precipitation intensities for different return periods in Iran	39
STAT-LSTM: A multivariate spatiotemporal feature aggregation model for SPEI-based drought prediction	38
Optimized modified single shot multibox detector with hybrid encryption algorithm for satellite image security and classification	35
Application of remote sensing techniques in lithological and mineral exploration: discrimination of granitoids bearing iron and corundum deposits in southeastern Banyo, Adamawa region-Cameroon	34
Semantic modeling of climate change impacts on the implementation of the U.N. sustainable development goals related to poverty, hunger, water, and energy	33
Study on frost deformation of rock and calculation method of frost heaving rate of tunnel surrounding rock in cold regions	33
Random forest-based nowcast model for rainfall	33
Optimizing rain-gauge network design for enhanced estimate rainfall in ungauged plain and mountainous regions	32
Multi-scale spatiotemporal wind forecasting network in Southwest China	31
Multi-scenario carbon storage analysis based on PLUS model and InVEST model: a case study of Zhejiang province, China	30
Long-term trends in atmospheric particulates precursors over Nigeria: application of MERRA-2 reanalysis dataset from 1993—2023	30
Metakaolin as a soil stabilizing admixture: A comprehensive analysis of California bearing ratio and consolidation behavior using experimental and machine learning approaches	26
Ensemble learning-based interpretable method for pore pressure prediction using multivariate well logging data of IODP site U1517	26

A novel method for predicting wind speed using data decomposition-based reformer model	25
Marine landscape mapping for ecologically relevant habitat suitability modelling	25
Research on stability analysis of large karst cave structure based on multi-source point clouds modeling	25