GeoStat-Framework/PyKrige

Kriging Toolkit for Python

Language: Python - Size: 1.37 MB - Last synced: about 20 hours ago - Pushed: 7 months ago - Stars: 725 - Forks: 184

DataverseLabs/pyinterpolate

Kriging | Poisson Kriging | Variogram Analysis

Language: Python - Size: 266 MB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 139 - Forks: 24

PauloCarvalhoRJ/gammaray

GammaRay: a graphical interface to GSLib and other geomodeling algorithms. *NEW* in May, 6th: Drift analysis.

Language: C++ - Size: 244 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 37 - Forks: 15

madsjulia/Kriging.jl

Gaussian process regression

Language: Julia - Size: 192 KB - Last synced: 6 days ago - Pushed: 9 days ago - Stars: 11 - Forks: 2

JuliaEarth/GeoStatsModels.jl

Geostatistical models for the GeoStats.jl framework

Language: Julia - Size: 71.3 KB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

pemn/vtk_krig

vtk grid data krigging using pykrige

Language: Python - Size: 90.8 KB - Last synced: 13 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0

mhm-ufz/EDK

https://git.ufz.de/chs/progs/edk_nc mirror: The External Drift Kriging - EDK program

Language: Fortran - Size: 13.5 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 4 - Forks: 0

jaspersiebring/Project_Barcelona

Visualizing PM pollution in Barcelona using IDW kriging and .gifs

Language: R - Size: 50.9 MB - Last synced: 21 days ago - Pushed: over 7 years ago - Stars: 0 - Forks: 1

GeoStat-Framework/GSTools

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Language: Python - Size: 17.5 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 510 - Forks: 69

libKriging/libKriging

kriging library for performance and wide language support

Language: C++ - Size: 36.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 30 - Forks: 13

polatory/polatory

Fast radial basis function interpolation for large scale data

Language: C++ - Size: 2.67 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 148 - Forks: 19

dekha51/pyconID2020

Repository for my talk at Python Conference ID 2020

Language: Jupyter Notebook - Size: 2.1 MB - Last synced: 29 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

timotheeQueffelec/Hackathon_Meteo_France-OpenGustMap

Krigeage rafale de vent données observées

Language: Jupyter Notebook - Size: 1.96 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

stk-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 - Size: 6.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 37 - Forks: 13

pdGruby/geokrige

GeoKrige is a Python package designed for spatial interpolation using Kriging Methods. While primarily tailored for geospatial analysis, it is equally applicable to other spatial analysis tasks.

Language: Python - Size: 1.35 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 0

monoid-a/mapping2d

Small library for 2D interpolation

Language: C++ - Size: 302 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 3

JTSALAH/R-Spatial-Autocorrelation-Analytics

Create variograms, krige, and generate correlograms by utilizing gstat and spdep!

Language: R - Size: 1.07 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

peterson-tim-j/HydroMap

Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.

Language: R - Size: 159 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 13 - Forks: 1

LeifHwang/NetCore.GisTools

Tools for gis by the .net core, includes kriging ...

Language: C# - Size: 192 KB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 1

JBris/model-calibration-evaluation

Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference

Language: Python - Size: 3.92 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 0

alize-papp/SurrogateModelForOptimization

A demo of how to use a surrogate model for an optimization problem

Language: Jupyter Notebook - Size: 4.95 MB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

Eric-Bradford/TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

Language: MATLAB - Size: 1.83 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 81 - Forks: 14

cjunwon/SRILab-Road-Demand-Analysis

Data-driven graph-based analysis of commonly used roads in a large-scale transportation network

Language: Jupyter Notebook - Size: 49.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

GeoStat-Framework/GSTools-Core

A Rust implementation of the core algorithms of GSTools.

Language: Rust - Size: 101 KB - Last synced: 16 days ago - Pushed: 4 months ago - Stars: 9 - Forks: 0

AhmadBsk/Spatial-Data-Analysis

Applied Spatial Data Analysis in geoscience

Language: R - Size: 314 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

giocaizzi/py3dinterpolations

Language: Python - Size: 27.1 MB - Last synced: 18 days ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

tvwenger/kriging

Ordinary and universal kriging in N dimensions.

Language: Jupyter Notebook - Size: 4.26 MB - Last synced: 28 days ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

mid2SUPAERO/POD-K_v2-CHANDRE

POD+K in Real-Time Aeroelastic Pre-design Problem

Language: Python - Size: 7.94 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 0

Funz/algorithm-EGO

Language: R - Size: 53.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

whimian/pyGeoStatistics

Geostatistics in Python

Language: Python - Size: 1.32 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 85 - Forks: 22

evanchodora/kriging

Python tool for creating Kriging surrogate models

Language: Python - Size: 21.5 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 12 - Forks: 3

tongnie/GNN4Flow

TRC: ''Towards better traffic volume estimation: Jointly addressing the underdetermination and nonequilibrium problems with correlation-adaptive GNNs''.

Language: Jupyter Notebook - Size: 27.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

egpivo/autoFRK

R Package: Automatic Fixed Rank Kriging

Language: R - Size: 6.41 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

Rafnuss-PhD/A2PK

Generate stocastic Gaussian realization constrained to a coarse scale image.

Language: HTML - Size: 23.6 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 10 - Forks: 3

adeel1997/Spatial-Interpolation-on-Air-Quality-data

R code for creating a spatial map from the air quality sensor. Both Kriging and IDW Interpolation techniques are utilized.

Language: R - Size: 23.4 KB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

Vancouver-Datajam/GIS-Interpolation

Hackathon project for Datajam 2023 that will focus on interpolation of spatial data and displaying the data through a plotly dashboard.

Language: Jupyter Notebook - Size: 2.01 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 0

juliohm/KrigingEstimators.jl 📦

Kriging estimators for the GeoStats.jl framework

Language: Julia - Size: 2.24 MB - Last synced: 6 days ago - Pushed: 8 months ago - Stars: 16 - Forks: 4

juri117/surrogate-models

In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German though, sry. :/

Language: Python - Size: 2.95 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 20 - Forks: 4

AdrianKriger/r-spatial-stats

(Geo)spatial Statistics with R

Size: 268 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Azizimj/Robust-Simulation-Optimization-Kriging

Robust Simulation Optimization Kriging

Language: MATLAB - Size: 4.88 KB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 6 - Forks: 2

MathieuGenu/geffaeR

package geffaeR for generic functions for abundance estimation with R

Language: R - Size: 38 MB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

AdrianKriger/APG3040C-APG4013C

Advanced Spatial Data Analysis with R

Language: Jupyter Notebook - Size: 30.2 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

guzmanlopez/BathymetryInterpolation

River bathymetry interpolation methodology using R

Language: R - Size: 15.6 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

jobonaf/friko

free interactive kriging, online

Language: R - Size: 19.5 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

simonsanvil/ndbc-spatial-modeling

(Bachelor's Thesis) An empirical study and comparison of Deterministic, Statistical, and ML Algorithms for the Spatial Modeling of significant wave height data from NOAA's National Data Buoy Center and other Environment-related datasets

Language: Python - Size: 38.7 MB - Last synced: 14 days ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1

Temmythourpe/Study_Project

Reanalysis of the 100-Year Flood in Wairau River Catchment

Language: R - Size: 2.17 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

mid2SUPAERO/multi-fi-optimization

Multifidelity Kriging, Efficient Global Optimization

Language: Jupyter Notebook - Size: 4.84 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 12 - Forks: 4

tongnie/tensor4kriging

Laplacian-enhanced tensor learning for large-scale spatiotemporal traffic data kriging (estimation)

Language: Python - Size: 12.6 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 4 - Forks: 0

Grace-Amondi/ordinary_kriging

Geostatistical Prediction with ordinary kriging

Language: JavaScript - Size: 25.7 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

guzmanlopez/BathymetryModel

Valizas river (Uruguay - Lat: -34.358407, Lon: -53.844792) bathymetry model from BioSonics DT-X echosounder measured depths.

Language: R - Size: 29.5 MB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

montimaj/Kriging

Kriging assignment for map generation using spatial interpolation

Language: R - Size: 147 MB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

j-buitrago/ML-applied-to-real-estate

Use of Machine Learning and geostatistics to predict house's prices.

Language: HTML - Size: 3.7 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

pedroguarderas/KRIG

Spatial Statistic with Kriging

Language: C++ - Size: 188 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 3

guzmanlopez/IntroductionToGeostatistics

Mandatory work for Introduction to Geostatistics course on University of Buenos Aires (UBA)

Language: R - Size: 175 MB - Last synced: 4 months ago - Pushed: over 7 years ago - Stars: 9 - Forks: 2

mingdeyu/GMPE-estimation

GMPE-estimation implements a one-stage estimation algorithm to estimate ground-motion prediction equations (GMPE) with spatial correlation. It also quantifies the uncertainty of spatial correlation and intensity measure predictions.

Language: MATLAB - Size: 3.54 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 7 - Forks: 4

travishsu/SAT_matlab

Surrogate-Assisted Tuning

Language: Matlab - Size: 2.06 MB - Last synced: 2 months ago - Pushed: about 8 years ago - Stars: 3 - Forks: 0

jaydeanmartin/kriging

A python library for fitting kriging models.

Language: Jupyter Notebook - Size: 5.85 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 1

Ozeuth/2D-Texture-Inpainter

Implementation of image reparation and inpainting using Gaussian Conditional Simulation. Created as part of Unity Technologies research.

Language: Python - Size: 4.1 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 10 - Forks: 0

stanbiryukov/apollo

Highly performant and scalable out-of-the-box gaussian process regression and Bernoulli classification. Built upon GPyTorch, with a familiar sklearn api.

Language: Python - Size: 35.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

miyanyan/SimpleMultivariateInterpolation

SimpleMultivariateInterpolation is a simple interpolation project providing IDW, ModifiedShepard, RadialBasisFunction, Kriging.

Language: C++ - Size: 1.73 MB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

AbbasElHachem/qcpcp

Space-Time Statistical Quality Control of Extreme Precipitation Observation

Language: Python - Size: 9.62 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

munterfi/global-temperature-change-detection

Global surface temperature layers are interpolated based on a point measurement data set of the worldwide surface temperature, which has been recorded since 1950. For the spatial interpolation, an universal Kriging approach is applied with additional layers for the continentality, the atmospheric distance, the North-South topographic gradient and the sun inclination angle of every pixel.

Language: R - Size: 153 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

npedrazzini/parallelbibles

Word-alignment models for Bible translations in 100+ historical and contemporary languages

Language: R - Size: 936 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

devgis/Kriging

About kriging by c++ 克里金插值的C++ 實現

Language: C++ - Size: 4.23 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

devgis/2014_Kriging

kriging by c++ 克里金插值的C++ 實現

Language: C++ - Size: 241 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 2

Alexhaoge/NA-Parking-Dashboard Fork of dcdykstra/479_1_Proj

Dashboard of Parking Statistics in North America

Size: 15.6 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

MariekeDirk/GeoInterpolation

GeoInterpolation methods

Language: HTML - Size: 10.5 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 1

Atulsingh92/MSc-Thesis

Size: 16.5 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

SibghatUllah13/UllahPPSN2022

This repository contains the code for analysis on the computational aspects of robustness in surrogate-assisted robust optimization.

Language: Jupyter Notebook - Size: 263 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

Ismail-therap/Spatial-Interpolation

In this project I did SK and OK on mining industry data to see the concentration of Silver under soil layers or in different depth.

Language: R - Size: 9.61 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ameli/WhereIsMyPlume

Trajectory prediction by Bayesian learning of spatiotemporal velocity fields and hybrid Kalman filter

Language: Jupyter Notebook - Size: 311 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

faizan90/spinterps

Spatial interpolations using Kriging (Ordinary, Simple and External Drift) and IDW. Variogram fitting and clustering. Extraction of time series from raster data (GTiff and NC) to HDF5 or text. Take a look at the scripts in the "test" directory for how to use.

Language: Python - Size: 826 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

SargisYonan/masters_thesis

Master's Thesis LaTeX & MATLAB scripts

Language: TeX - Size: 207 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

emanuelhuber/GauProMod

Software package for Gaussian Process (GP) modelling written in R language. The core functions are coded in C++ and based on the EIGEN library (through RcppEigen).

Language: R - Size: 11.2 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 1

sauvikd/Geostats_Notes

Geostatistics Notes

Size: 3.76 MB - Last synced: 12 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

jobonaf/pesco

Data fusion for air quality data

Language: HTML - Size: 29.6 MB - Last synced: 4 months ago - Pushed: over 7 years ago - Stars: 4 - Forks: 4

HyangGonJin/spatial-statistics

'GIS 공간자료 분석 및 실험' 실습 자료

Language: Jupyter Notebook - Size: 14.3 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Martins6/distkrige

R Package In-Development for Spatial Regression (Kriging) with Non-Euclidean Distances.

Language: R - Size: 101 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

potier97/AgroIot

Iot sensor network to survey, analyze and send data on environmental variables (temperature, humidity, light, thermal sensation) to the Firebase cloud services platform (FireStore and Storage), through a Gateway (Raspberry Pi), communicating through NRF24L01 transceivers and RF24Network protocol communication.

Language: Python - Size: 49.3 MB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

SargisYonan/field_exploration

Autonomous field exploration simulation framework

Language: Matlab - Size: 1.76 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

komahanb/kriging

Kriging

Language: PostScript - Size: 236 MB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 5 - Forks: 1

navanith007/Spatial-Analysis

Spatial Analysis the gold data set 📈

Language: R - Size: 251 KB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

dataandcrowd/SpInterpolation

Thesis Chatper 3: This repository compares Spatial Interpolation methods to predict Seoul's air pollution

Language: HTML - Size: 39.8 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

AndrMenezes/si2016

Second Scientific Initiation developed during the graduation at UEM

Size: 473 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

SNPA-AQ/aq-data-fusion

Data fusion for air quality data

Language: R - Size: 34.3 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

andrewtbanks/Class-Projects

Codes and documentation for a few class projects

Language: MATLAB - Size: 5.85 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

jobonaf/pesco-year

application of pesco over a year

Language: R - Size: 69.3 KB - Last synced: 4 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0