geostatistics
There are 16 repositories under geostatistics topic.
softwareunderground / awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
GeostatsGuy / PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Language:Jupyter Notebook 1462- PyKrige
GeoStat-Framework / PyKrige
Kriging Toolkit for Python
Language:Python 841 - GSTools
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Language:Python 622 JuliaEarth / GeoStats.jl
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
Language:Julia 571GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz
Language:Jupyter Notebook 547mmaelicke / scikit-gstat
Geostatistical variogram estimation expansion in the scipy style
Language:Jupyter Notebook 244GlacioHack / xdem
Analysis of digital elevation models (DEMs)
Language:Python 193- Language:C++ 181
Geospatial Data Science with Julia
Language:TeX 118A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
whimian / pyGeoStatistics
Geostatistics in Python
Language:Python 92GeostatisticsLessons / GeostatisticsLessonsNotebooks
These are python notebooks accompanying Lessons available at GeostatisticsLessons.com
Language:Jupyter Notebook 88leizhang-geo / CNN-LSTM_for_DSM
Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-based phenological variables"
Language:Python 80- pysgems
robinthibaut / pysgems
Use SGeMS (Stanford Geostatistical Modeling Software) within Python.
Language:Python 59 - Language:Julia 56
- Language:Jupyter Notebook 54
- Language:C++ 45
PauloCarvalhoRJ / gammaray
GammaRay: a graphical interface to GSLib and other geomodeling algorithms. *NEW* in May, 6th: Drift analysis.
Language:C++ 43Fast image quilting simulation solver for the GeoStats.jl framework
Language:Julia 41stk-kriging / stk
The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.
Language:MATLAB 41ecrc / exageostat
A High Performance Unified Framework for Geostatistics on Manycore Systems.
Language:C 39Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.
Language:HTML 33italo-goncalves / geomod3D
Implicit 3D geological modeling and geostatistics
Language:R 30Turing patterns simulation solver for the GeoStats.jl framework
Language:Julia 28- Language:Julia 26
Training images for geostastical simulation
Language:Julia 19- Language:Jupyter Notebook 18
peterson-tim-j / HydroMap
Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.
Language:R 16yohanesnuwara / geodatascience
Multiple experiments on geo-datasets
Language:Lasso 16- Language:C# 15
Rafnuss-PhD / SGS
Sequential Gaussian Simulation for generating Gaussian fields.
Language:HTML 15rhugonnet / dem_error_study
Process case studies on DEM uncertainty analysis at the Mont-Blanc massif and Northern Patagonian Icefield: Hugonnet et al. (2022).
Language:Python 15ML4ITS / Latent-Diffusion-Model-for-Conditional-Reservoir-Facies-Generation
[official] PyTorch implementation of Latent Diffusion Model for Conditional Reservoir Facies Generation
Language:Python 14Generate stocastic Gaussian realization constrained to a coarse scale image.
Language:HTML 14- Language:Python 13
