Earth Science Informatics

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 2021-05-01 to 2025-05-01.)
ArticleCitations
Introducing dynamic land subsidence index based on the ALPRIFT framework using artificial intelligence techniques84
Distributed spatial crowdsourcing based task allocation in Ocean Internet of Things66
Active learning based on SVM and representativity in a coal mining environment66
Mapping of groundwater potential zones in Pohru Watershed of Jhelum Basin-Western Himalaya, India using integrated approach of remote sensing, GIS and AHP64
Extraction of terrain ridge lines and valley lines based on agglomeration analysis of terrain points: a cluster analysis method63
Correction: Extraction of maize canopy temperature and variation factor analysis based on multi-source unmanned aerial vehicle remote sensing data58
Concatenating data-driven and reduced-physics models for smart production forecasting52
Decompose-deep-recompose models and genetic algorithm based optimal ensemble method (GAE) to enhance the air temperature forecasting of world’s major urban cities50
Using hybrid artificial intelligence approach based on a neuro-fuzzy system and evolutionary algorithms for modeling landslide susceptibility in East Azerbaijan Province, Iran46
Hyperspectral image classification based on channel perception mechanism and hybrid deformable convolution network44
Roughness Estimation of Multi-Scale Rock Joints based on SfM & MVS Photogrammetry with A DSLR Camera in Animation Mode43
Modeling soil water retention curves by pore fractal dimension based on microstructure image41
A hybrid of RainNet and genetic algorithm in nowcasting prediction39
Spatial analysis of potential natural vegetation and habitat suitability changes on the Loess Plateau using high-resolution climate data and LPJ-GUESS model37
Inversion model for snow geophysical parameters estimation using sentinel–1 stokes parameter35
Determination of the stress concentration factor adjacent an extracted underground coal panel using the CART and MARS algorithms34
CCWSIM: an efficient and fast wavelet-based CCSIM for categorical characterization of large-scale geological domains34
A Conditional Generative Adversarial Network for urban area classification using multi-source data34
Lithology identification of logging data based on improved neighborhood rough set and AdaBoost33
Extraction of Surface Water Bodies using Optical Remote Sensing Images: A Review30
Suitable site selection for offshore wind farms in Turkey’s seas: GIS-MCDM based approach30
Evaluating the efficiency and accuracy of the copula-based rainfall-runoff model28
Machine learning and hyperspectral imaging to predict soil water content: methodology and field validation26
Towards the internet of underwater things: a comprehensive survey26
Efficient weighted naive bayes classifiers to predict air quality index26
Artificial neural network methodology: application to predict plasticity of clay soil treated with sand25
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