| Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China |
41 |
| Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China |
31 |
| Acycle: Time-series analysis software for paleoclimate research and education |
29 |
| Segmentation of digital rock images using deep convolutional autoencoder networks |
25 |
| SedlnConnect: a stand-alone, free and open source tool for the assessment of sediment connectivity |
24 |
| Hyper-resolution monitoring of urban flooding with social media and crowdsourcing data |
23 |
| Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks |
19 |
| Small baseline InSAR time series analysis: Unwrapping error correction and noise reduction |
15 |
| Earthquake prediction in California using regression algorithms and cloud-based big data infrastructure |
13 |
| GIS-based rare events logistic regression for mineral prospectivity mapping |
13 |
| Information extraction and knowledge graph construction from geoscience literature |
12 |
| Finite-difference method Stokes solver (FDMSS) for 3D pore geometries: Software development, validation and case studies |
12 |
| SeisFlows-Flexible waveform inversion software |
11 |
| An integrated method for 3D reconstruction model of porous geomaterials through 2D CT images |
11 |
| A structural rank reduction operator for removing artifacts in least-squares reverse time migration |
11 |
| Fast assimilation of frequently acquired 4D seismic data for reservoir history matching |
11 |
| A novel method for extracting information on pores from cast thin-section images |
11 |
| Accelerating geostatistical seismic inversion using TensorFlow: A heterogeneous distributed deep learning framework |
10 |
| Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed pixels |
10 |
| A review of numerical techniques approaching microstructures of crystalline rocks |
9 |
| Coupled X-ray computed tomography and grey level co-occurrence matrices as a method for quantification of mineralogy and texture in 3D |
9 |
| Integration of auto-encoder network with density-based spatial clustering for geochemical anomaly detection for mineral exploration |
9 |
| AqSo_NaCl: Computer program to calculate p-T-V-x properties in the H2O-NaCl fluid system applied to fluid inclusion research and pore fluid calculation |
8 |
| Metamodeling-based approach for risk assessment and cost estimation: Application to geological carbon sequestration planning |
8 |
| Automatic recognition and classification of multi-channel microseismic waveform based on DCNN and SVM |
8 |
| GeoQuery: Integrating HPC systems and public web-based geospatial data tools |
8 |
| Automatic classification of hydrocarbon leads in seismic images through artificial and convolutional neural networks |
8 |
| CT-image of rock samples super resolution using 3D convolutional neural network |
8 |
| AkvaGIS: An open source tool for water quantity and quality management |
8 |
| Modelling of soil moisture retention curve using machine learning techniques: Artificial and deep neural networks vs support vector regression models |
7 |
| ClimateSpark: An in-memory distributed computing framework for big climate data analytics |
7 |
| Towards a robust parameterization for conditioning facies models using deep variational autoencoders and ensemble smoother |
7 |
| Integrated Object-Based Image Analysis for semi-automated geological lineament detection in southwest England |
6 |
| Geo-social media as a proxy for hydrometeorological data for streamflow estimation and to improve flood monitoring |
6 |
| AVO-G2S: A modified, open-source Ground-to-Space atmospheric specification for infrasound modeling |
6 |
| Mineral grains recognition using computer vision and machine learning |
6 |
| Intelligent inversion method for pre-stack seismic big data based on MapReduce |
6 |
| Bridging the information gap of disaster responders by optimizing data selection using cost and quality |
6 |
| GPU accelerated interferometric SAR processing for Sentinel-1 TOPS data |
5 |
| 3D non-conforming mesh model for flow in fractured porous media using Lagrange multipliers |
5 |
| In situ visualization and data analysis for turbidity currents simulation |
5 |
| Geochemical property modelling of a potential shale reservoir in the Canning Basin (Western Australia), using Artificial Neural Networks and geostatistical tools |
5 |
| GCH_gravinv: A MATLAB-based program for inverting gravity anomalies over sedimentary basins |
5 |
| Arc-Malstrom: A 1D hydrologic screening method for stormwater assessments based on geometric networks |
5 |
| PETGEM: A parallel code for 3D CSEM forward modeling using edge finite elements |
5 |
| HyCReWW: A Hybrid Coral Reef Wave and Water level metamodel |
5 |
| Conditioning 3D object-based models to dense well data |
5 |
| A method for automatic grain segmentation of multi-angle cross-polarized microscopic images of sandstone |
5 |
| A reversible jump Markov chain Monte Carlo algorithm for 1D inversion of magnetotelluric data |
5 |
| IGiK-TVGMF: A MATLAB package for computing and analysing temporal variations of gravity/mass functionals from GRACE satellite based global geopotential models |
5 |
