GitHub topics: kriging

Repositories

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: 1.35 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 2 - Forks: 0

alges/spatialize

Spatialize: A Python/C++ Library for Ensemble Spatial Interpolation

Language: C++ - Size: 60.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 1

DataverseLabs/pyinterpolate

Kriging | Poisson Kriging | Variogram Analysis

Language: Python - Size: 290 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 157 - Forks: 26

PauloCarvalhoRJ/gammaray

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

Language: C++ - Size: 795 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 42 - Forks: 15

GeoStat-Framework/GSTools

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

Language: Python - Size: 17.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 592 - Forks: 75

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 at: 12 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

GeoStat-Framework/PyKrige

Kriging Toolkit for Python

Language: Python - Size: 1.3 MB - Last synced at: 17 days ago - Pushed at: 8 months ago - Stars: 806 - Forks: 192

libKriging/libKriging

kriging library for performance and wide language support

Language: C++ - Size: 38.5 MB - Last synced at: 3 days ago - Pushed at: 27 days ago - Stars: 41 - Forks: 19

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 at: 17 days ago - Pushed at: almost 5 years ago - Stars: 100 - Forks: 14

ZJU-TSELab/MoGERNN

The repo is the official implementation for the paper: MoGERNN: An Inductive Traffic Predictor for Unobserved Locations.

Language: Python - Size: 1.91 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

JBris/model-calibration-evaluation

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

Language: Python - Size: 4.18 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 1

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 at: about 1 month ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

polatory/polatory

Fast radial basis function interpolation and kriging for large scale data

Language: C++ - Size: 2.98 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 162 - Forks: 19

johanneskopton/stif

"Space-Time Interpolation and Forecasting" - Predicting spatio-temporally distributed variables via space-time regression kriging using numpy and numba.

Language: Python - Size: 23.2 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1

saiyedduri/Geo-statistical-analysis-on-Co-Ni-deposit

This repository aims to explore the Co-Ni deposits samples and develop a model using ordinary kriging technique. The model is further validated by leave one out cross validation strategy.

Language: R - Size: 2.24 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - 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 at: about 23 hours ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 1

pedroguarderas/KRIG

Spatial Statistic with Kriging

Language: C++ - Size: 188 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

egpivo/autoFRK

R Package: Automatic Fixed Rank Kriging

Language: R - Size: 6.64 MB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

adamkurth/understanding-series

This is a series of subrepos where I explore theoretical and practical concepts, algorithms, and techniques used in statistics and machine learning.

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

d3ac/Contour-visualization

功能：Kriging插值、等高线绘制；给定任意多个地图上的(position, value)值，进行插值并绘制等高线。

Language: Jupyter Notebook - Size: 2.58 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - 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: 5.91 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 38 - Forks: 13

JuliaEarth/GeoStatsModels.jl

Geostatistical models for the GeoStats.jl framework

Language: Julia - Size: 96.7 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

gaelicpommes/KrigMap-Pro

User-friendly python app to create radioactivity maps using Kriging

Size: 18.7 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

SpaceTimeViz/autoFRK

R Package: Automatic Fixed Rank Kriging

Language: R - Size: 6.84 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

monoid-a/mapping2d

Small library for 2D interpolation

Language: C++ - Size: 382 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 3

Arnukk/CASPIAN

The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".

Language: Jupyter Notebook - Size: 275 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

GeoStat-Framework/GSTools-Core

A Rust implementation of the core algorithms of GSTools.

Language: Rust - Size: 163 KB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 10 - Forks: 0

cjunwon/SRILab-Road-Demand-Analysis

Data-driven graph-based analysis of commonly used roads in a large-scale transportation network (developed under SRILab, UCLA)

Language: Jupyter Notebook - Size: 49.9 MB - Last synced at: 30 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

tomtkg/Pareto-Front-Estimation

Pareto Front Estimation Using Unit Hyperplane

Language: MATLAB - Size: 44.7 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

pemn/vtk_krig

vtk grid data krigging using pykrige

Language: Python - Size: 153 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

giocaizzi/py3dinterpolations

Language: Python - Size: 27.1 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

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 at: 16 days ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 5

madsjulia/Kriging.jl

Gaussian process regression

Language: Julia - Size: 192 KB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 11 - Forks: 2

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 at: 12 months ago - Pushed at: 12 months 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 at: 12 months ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 1

dekha51/pyconID2020

Repository for my talk at Python Conference ID 2020

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: about 1 year ago - Pushed at: about 4 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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Rafnuss-PhD/A2PK

Generate stocastic Gaussian realization constrained to a coarse scale image.

Language: HTML - Size: 23.6 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 11 - 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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

LeifHwang/NetCore.GisTools

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

Language: C# - Size: 192 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

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 at: about 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

AhmadBsk/Spatial-Data-Analysis

Applied Spatial Data Analysis in geoscience

Language: R - Size: 314 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

tvwenger/kriging

Ordinary and universal kriging in N dimensions.

Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: about 1 year ago - Pushed at: about 4 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 at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

Funz/algorithm-EGO

Language: R - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

whimian/pyGeoStatistics

Geostatistics in Python

Language: Python - Size: 1.32 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 85 - Forks: 22

evanchodora/kriging

Python tool for creating Kriging surrogate models

Language: Python - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 3

npedrazzini/parallelbibles

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

Language: R - Size: 936 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

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 at: over 1 year ago - Pushed at: almost 5 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

juliohm/KrigingEstimators.jl 📦

Kriging estimators for the GeoStats.jl framework

Language: Julia - Size: 2.24 MB - Last synced at: about 1 month ago - Pushed at: over 1 year 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 at: about 1 year ago - Pushed at: over 5 years ago - Stars: 20 - Forks: 4

AdrianKriger/r-spatial-stats

(Geo)spatial Statistics with R

Size: 268 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Azizimj/Robust-Simulation-Optimization-Kriging

Robust Simulation Optimization Kriging

Language: MATLAB - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: about 5 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 at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

AdrianKriger/APG3040C-APG4013C

Advanced Spatial Data Analysis with R

Language: Jupyter Notebook - Size: 30.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

guzmanlopez/BathymetryInterpolation

River bathymetry interpolation methodology using R

Language: R - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 8 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 at: 12 months ago - Pushed at: almost 2 years 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 at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - 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 at: 20 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 1

mid2SUPAERO/multi-fi-optimization

Multifidelity Kriging, Efficient Global Optimization

Language: Jupyter Notebook - Size: 4.84 MB - Last synced at: over 1 year ago - Pushed at: over 6 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 at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

Grace-Amondi/ordinary_kriging

Geostatistical Prediction with ordinary kriging

Language: JavaScript - Size: 25.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years 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 at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

montimaj/Kriging

Kriging assignment for map generation using spatial interpolation

Language: R - Size: 147 MB - Last synced at: about 1 year ago - Pushed at: almost 7 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 at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

guzmanlopez/IntroductionToGeostatistics

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

Language: R - Size: 175 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 9 - Forks: 2

travishsu/SAT_matlab

Surrogate-Assisted Tuning

Language: Matlab - Size: 2.06 MB - Last synced at: about 1 year ago - Pushed at: about 9 years ago - Stars: 3 - Forks: 0

jaydeanmartin/kriging

A python library for fitting kriging models.

Language: Jupyter Notebook - Size: 5.85 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years 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 at: over 1 year ago - Pushed at: over 3 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 at: almost 2 years ago - Pushed at: over 3 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 at: almost 2 years ago - Pushed at: almost 4 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 at: about 1 year ago - Pushed at: over 2 years 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 at: about 2 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1