GSTools
v1.0.1
Documentation
GSTools Quickstart
Installation
Spatial Random Field Generation
Examples
Gaussian Covariance Model
Truncated Power Law Model
Estimating and fitting variograms
Examples
User defined covariance models
Examples
VTK Export
Requirements
License
GSTools Tutorials
Tutorial 1: Random Field Generation
Theoretical Background
A very Simple Example
Creating an Ensemble of Fields
Using better Seeds
Creating Fancier Fields
Using an Unstructured Grid
Exporting a Field
Merging two Fields
Tutorial 2: The Covariance Model
Theoretical Backgound
Example
Parameters
Anisotropy
Rotation Angles
Methods
Basics
Spectral methods
Different scales
Integral scale
Percentile scale
Additional Parameters
Fitting variogram data
Provided Covariance Models
Tutorial 3: Variogram Estimation
Theoretical Background
An Example with Actual Data
The Data
Retrieving the Data
Preprocessing the Data
Estimating the Variogram
Fitting the Variogram
Estimating the Variogram in Specific Directions
Creating a Spatial Random Field from the Herten Parameters
And Now for Some Cleanup
GSTools API
Purpose
Subpackages
Classes
Spatial Random Field
Covariance Base-Class
Covariance Models
Standard Covariance Models
Truncated Power Law Covariance Models
Functions
VTK-Export
variogram estimation
gstools.covmodel
Subpackages
Covariance Base-Class
Covariance Models
gstools.covmodel.base
gstools.covmodel.models
gstools.covmodel.tpl_models
gstools.covmodel.plot
gstools.field
Subpackages
Spatial Random Field
gstools.field.generator
gstools.field.upscaling
gstools.variogram
Variogram estimation
gstools.random
Random Number Generator
Seed Generator
Distribution factory
gstools.tools
Export
Special functions
Geometric
GSTools Links
GSTools GitHub
GSTools Zenodo DOI
GSTools PyPI
GeoStat Framework
GeoStat Website
GeoStat Github
GeoStat ReadTheDocs
GeoStat PyPI
Index
Sitemap
GSTools
Docs
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Index
Edit on GitHub
Index
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D
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H
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X
_
__call__() (gstools.field.generator.RandMeth method)
(gstools.field.SRF method)
(gstools.random.MasterRNG method)
A
angles (gstools.covmodel.base.CovModel attribute)
anis (gstools.covmodel.base.CovModel attribute)
arg (gstools.covmodel.base.CovModel attribute)
arg_bounds (gstools.covmodel.base.CovModel attribute)
C
calc_integral_scale() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
(gstools.covmodel.models.SphericalRescal method)
check_arg_bounds() (gstools.covmodel.base.CovModel method)
check_opt_arg() (gstools.covmodel.base.CovModel method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLStable method)
chunk_tmp_size (gstools.field.generator.RandMeth attribute)
correlation() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
(gstools.covmodel.models.Linear method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Spherical method)
(gstools.covmodel.models.SphericalRescal method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
covariance() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
(gstools.covmodel.models.Linear method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Spherical method)
(gstools.covmodel.models.SphericalRescal method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
CovModel (class in gstools.covmodel.base)
D
default_arg_bounds() (gstools.covmodel.base.CovModel method)
default_opt_arg() (gstools.covmodel.base.CovModel method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
default_opt_arg_bounds() (gstools.covmodel.base.CovModel method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
dim (gstools.covmodel.base.CovModel attribute)
dist_func (gstools.covmodel.base.CovModel attribute)
dist_gen() (in module gstools.random)
do_rotation (gstools.field.SRF attribute)
E
exp_int() (in module gstools.tools)
Exponential (class in gstools.covmodel.models)
F
fit_variogram() (gstools.covmodel.base.CovModel method)
fix_dim() (gstools.covmodel.base.CovModel method)
G
Gaussian (class in gstools.covmodel.models)
generator (gstools.field.SRF attribute)
gstools (module)
gstools.covmodel (module)
gstools.covmodel.base (module)
gstools.covmodel.models (module)
gstools.covmodel.plot (module)
gstools.covmodel.tpl_models (module)
gstools.field (module)
gstools.field.generator (module)
gstools.field.upscaling (module)
gstools.random (module)
gstools.tools (module)
gstools.variogram (module)
H
hankel_kw (gstools.covmodel.base.CovModel attribute)
has_cdf (gstools.covmodel.base.CovModel attribute)
has_ppf (gstools.covmodel.base.CovModel attribute)
I
inc_beta() (in module gstools.tools)
inc_gamma() (in module gstools.tools)
integral_scale (gstools.covmodel.base.CovModel attribute)
integral_scale_vec (gstools.covmodel.base.CovModel attribute)
L
len_scale (gstools.covmodel.base.CovModel attribute)
len_scale_bounds (gstools.covmodel.base.CovModel attribute)
len_scale_vec (gstools.covmodel.base.CovModel attribute)
len_up (gstools.covmodel.tpl_models.TPLExponential attribute)
(gstools.covmodel.tpl_models.TPLGaussian attribute)
(gstools.covmodel.tpl_models.TPLStable attribute)
Linear (class in gstools.covmodel.models)
ln_spectral_rad_pdf() (gstools.covmodel.base.CovModel method)
M
MasterRNG (class in gstools.random)
Matern (class in gstools.covmodel.models)
MaternRescal (class in gstools.covmodel.models)
mode_no (gstools.field.generator.RandMeth attribute)
model (gstools.field.generator.RandMeth attribute)
(gstools.field.SRF attribute)
N
name (gstools.covmodel.base.CovModel attribute)
(gstools.field.generator.RandMeth attribute)
nugget (gstools.covmodel.base.CovModel attribute)
nugget_bounds (gstools.covmodel.base.CovModel attribute)
O
opt_arg (gstools.covmodel.base.CovModel attribute)
opt_arg_bounds (gstools.covmodel.base.CovModel attribute)
P
percentile_scale() (gstools.covmodel.base.CovModel method)
plot_correlation() (in module gstools.covmodel.plot)
plot_covariance() (in module gstools.covmodel.plot)
plot_spectral_density() (in module gstools.covmodel.plot)
plot_spectral_rad_pdf() (in module gstools.covmodel.plot)
plot_spectrum() (in module gstools.covmodel.plot)
plot_variogram() (in module gstools.covmodel.plot)
plot_variogram_normed() (in module gstools.covmodel.plot)
pos2xyz() (in module gstools.tools)
R
r3d_x() (in module gstools.tools)
r3d_y() (in module gstools.tools)
r3d_z() (in module gstools.tools)
RandMeth (class in gstools.field.generator)
random (gstools.random.RNG attribute)
Rational (class in gstools.covmodel.models)
reset_seed() (gstools.field.generator.RandMeth method)
RNG (class in gstools.random)
S
sample_dist() (gstools.random.RNG method)
sample_ln_pdf() (gstools.random.RNG method)
sample_sphere() (gstools.random.RNG method)
seed (gstools.field.generator.RandMeth attribute)
(gstools.random.MasterRNG attribute)
(gstools.random.RNG attribute)
set_arg_bounds() (gstools.covmodel.base.CovModel method)
set_generator() (gstools.field.SRF method)
sill (gstools.covmodel.base.CovModel attribute)
spectral_density() (gstools.covmodel.base.CovModel method)
spectral_rad_cdf() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
spectral_rad_pdf() (gstools.covmodel.base.CovModel method)
spectral_rad_ppf() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
spectrum() (gstools.covmodel.base.CovModel method)
(gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
Spherical (class in gstools.covmodel.models)
SphericalRescal (class in gstools.covmodel.models)
SRF (class in gstools.field)
Stable (class in gstools.covmodel.models)
stable_cov_norm() (in module gstools.tools)
structured() (gstools.field.SRF method)
T
TPLExponential (class in gstools.covmodel.tpl_models)
TPLGaussian (class in gstools.covmodel.tpl_models)
TPLStable (class in gstools.covmodel.tpl_models)
U
unstructured() (gstools.field.SRF method)
update() (gstools.field.generator.RandMeth method)
upscaling (gstools.field.SRF attribute)
upscaling_func() (gstools.field.SRF method)
V
var (gstools.covmodel.base.CovModel attribute)
var_bounds (gstools.covmodel.base.CovModel attribute)
var_coarse_graining() (in module gstools.field.upscaling)
var_factor() (gstools.covmodel.base.CovModel method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
var_no_scaling() (in module gstools.field.upscaling)
var_raw (gstools.covmodel.base.CovModel attribute)
vario_estimate_structured() (in module gstools.variogram)
vario_estimate_unstructured() (in module gstools.variogram)
variogram() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
(gstools.covmodel.models.Linear method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Spherical method)
(gstools.covmodel.models.SphericalRescal method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
variogram_normed() (gstools.covmodel.models.Exponential method)
(gstools.covmodel.models.Gaussian method)
(gstools.covmodel.models.Linear method)
(gstools.covmodel.models.Matern method)
(gstools.covmodel.models.MaternRescal method)
(gstools.covmodel.models.Rational method)
(gstools.covmodel.models.Spherical method)
(gstools.covmodel.models.SphericalRescal method)
(gstools.covmodel.models.Stable method)
(gstools.covmodel.tpl_models.TPLExponential method)
(gstools.covmodel.tpl_models.TPLGaussian method)
(gstools.covmodel.tpl_models.TPLStable method)
verbose (gstools.field.generator.RandMeth attribute)
vtk_export() (in module gstools.tools)
vtk_export_structured() (in module gstools.tools)
vtk_export_unstructured() (in module gstools.tools)
X
xyz2pos() (in module gstools.tools)
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