Machine learning for spatial data: This repository contains the R-scripts for the analysis described in the paper "Importance of spatial predictor variable selection in machine learning applications - Moving from data reproduction to spatial prediction" submitted to Ecological Modelling
☆13Oct 29, 2019Updated 6 years ago
Alternatives and similar repositories for EcoMod_SpML
Users that are interested in EcoMod_SpML are comparing it to the libraries listed below
Sorting:
- R-package: Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression …☆14Oct 22, 2024Updated last year
- Ressources for the session on machine learning and remote sensing at the OpenGeoHub Summer school in Münster 2019☆27Sep 3, 2019Updated 6 years ago
- This is the repository for the R package bmstdr.☆17Mar 31, 2025Updated 11 months ago
- An R package for fitting parametric spatial and spatio-temporal models with INLA☆17May 20, 2017Updated 8 years ago
- Multivariate spatial models for lattice data with INLA☆22Sep 18, 2025Updated 5 months ago
- Tool for geostatistical analysis of survey data, for use when estimating an index of abundance☆20Jun 13, 2023Updated 2 years ago
- Bayesian Regression with INLA☆53Apr 3, 2023Updated 2 years ago
- R Package: Regularized Principal Component Analysis for Spatial Data☆20Sep 28, 2025Updated 5 months ago
- BayesVarSel: R package to calculate Bayes factors, model choice and variable selection in linear models☆11Oct 21, 2025Updated 4 months ago
- Code for the paper - "Bayesian deep learning for spatial interpolation in the presence of auxiliary information"☆27Nov 19, 2021Updated 4 years ago
- An R package for NUTS sampling using ADMB☆24Dec 5, 2025Updated 3 months ago
- Interactively Explore 3D Raster Data Cubes☆25Aug 20, 2025Updated 6 months ago
- R package providing utilities for INLA☆31Nov 23, 2022Updated 3 years ago
- Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time se…☆27Feb 1, 2022Updated 4 years ago
- Tools for Developing R Packages Interfacing with TMB☆26Feb 24, 2022Updated 4 years ago
- Converting base R code to Armadillo code for use with RcppArmadillo or for external programs (e.g. Matlab, Mathematica, ...)☆30Nov 14, 2023Updated 2 years ago
- MANOVA.RM☆11Feb 7, 2025Updated last year
- Miscellaneous methods and utilities for spatial ecology analysis, written by current and former members and collaborators of the ecospat …☆35Jan 23, 2026Updated last month
- Worked examples in TMB (Template Model Builder)☆36Oct 29, 2024Updated last year
- Material for the course on machine-learning based environmental monitoring at geostat 2018☆39Aug 21, 2018Updated 7 years ago
- ☆13Jul 30, 2019Updated 6 years ago
- Wood River Valley Groundwater-Flow Model☆11Apr 7, 2023Updated 2 years ago
- The ONS Big Data Team Github pages☆10May 19, 2021Updated 4 years ago
- Material for 1 day Introductory Course on Using R (& RStudio) for Spatial Analysis☆34Nov 27, 2025Updated 3 months ago
- R package for hotspot mapping☆52Jul 29, 2025Updated 7 months ago
- Data sets for R Graphics Cookbook☆10Mar 26, 2025Updated 11 months ago
- The aim of the analysis is to create a high resolution map of poverty, income and literacy for El Salvador. The data on these three devel…☆10Feb 3, 2026Updated last month
- Plugins to draw field trial plots using R scripts in QGIS☆10Jul 16, 2024Updated last year
- rim provides an interface to Maxima for R. Maxima is a powerful and fairly complete computer algebra system.☆11Nov 25, 2025Updated 3 months ago
- ggplot2 documentation. Auto-generated from ggplot2 sources by pkgdown☆10Oct 27, 2018Updated 7 years ago
- Marimekko and bar mekko graphics in R☆10Jun 7, 2025Updated 8 months ago
- Introduction to Reproducible Publications with Quarto☆11Jan 28, 2025Updated last year
- This project implements two dynamic spatiotemporal interpolation (DST) methods, i.e., coarse-grained DST (CGDST) and fine-grained DST (FG…☆11Apr 15, 2022Updated 3 years ago
- Examples on INLA within MCMC☆12May 15, 2017Updated 8 years ago
- r scripts for 3d kriging interpolation☆10Jun 23, 2015Updated 10 years ago
- Book: Practical Probabilistic Machine Learning in Python☆10Apr 3, 2021Updated 4 years ago
- Jupyter+GeoNotebook + GeoPySpark Docker Container☆37Dec 27, 2022Updated 3 years ago
- Converting kedro pipelines to argo pipelines.☆14Nov 5, 2024Updated last year
- QTL analysis software for high-dimensional data and complex cross designs☆10Sep 1, 2025Updated 6 months ago