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geostatistics
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41 search results found
Awesome Open Geoscience
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1,283
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
Pythonnumericaldemos
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1,190
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Pykrige
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670
Kriging Toolkit for Python
Gstools
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485
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Geostats.jl
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472
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
Geostatspy
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252
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
Scikit Gstat
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204
Geostatistical variogram estimation expansion in the scipy style
Polatory
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133
Fast, memory-efficient 3D spline interpolation and global kriging, via RBF (radial basis function) interpolation.
Xdem
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98
Analysis of digital elevation models (DEMs)
Excelnumericaldemos
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80
A 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
Geospatial Data Science With Julia
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65
Geospatial Data Science with Julia
Pygeostatistics
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51
Geostatistics in Python
Geostatstutorials
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47
GeoStats.jl tutorials
G2s
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40
A flexible MPS framework
Imagequilting.jl
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39
Fast image quilting simulation solver for the GeoStats.jl framework
Gammaray
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35
GammaRay: a graphical interface to GSLib and other geomodeling algorithms. *NEW* in Apr, 22nd: MCRFSim for Bayesian approach.
Stk
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34
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.
Pysgems
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33
Use SGeMS (Stanford Geostatistical Modeling Software) within Python.
Geostatsbase.jl
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27
Base package for the GeoStats.jl framework
Archpy
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26
ArchPy - Stochastic geological modeling
Turingpatterns.jl
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26
Turing patterns simulation solver for the GeoStats.jl framework
Exageostat
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20
A High Performance Unified Framework for Geostatistics on Manycore Systems.
Geostatsimages.jl
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14
Training images for geostastical simulation
Geostatisticslessonsnotebooks
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14
These are python notebooks accompanying Lessons available at GeostatisticsLessons.com
Geoclustering.jl
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12
Geostatistical clustering methods for the GeoStats.jl framework
Geomod3d
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12
Implicit 3D geological modeling and geostatistics
Dsmartr
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11
An R implementation of the DSMART algorithm
Kriging.jl
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11
Gaussian process regression
Hydromap
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11
Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.
Cnn Lstm_for_dsm
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10
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"
Geostat_book
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10
Skrypt "Geostatystyka w R"
Georevi
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9
Geological Reservoir Virtualization
Localanisotropies.jl
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8
Local anisotropies and nonstationary spatial processes for the GeoStats.jl framework
Vtk_reserves
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8
ore body reserve report using geological block model, topographical surface and region solids
Gstools Core
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8
A Rust implementation of the core algorithms of GSTools.
Sgs
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7
Sequential Gaussian Simulation for generating Gaussian fields.
Gslibio.jl
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6
Utilities to read/write extended GSLIB files in Julia
Fdagstat
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6
An R package that implements the methods of geostatistics for functional data
Geostatistics
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5
Multiple experiments on geo-datasets
Dem_error_study
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5
Process case studies on DEM uncertainty analysis at the Mont-Blanc massif and Northern Patagonian Icefield: Hugonnet et al. (2022).
Introductiontogeostatistics
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5
Mandatory work for Introduction to Geostatistics course on University of Buenos Aires (UBA)
1-41 of 41 search results
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