Análise de Dados Espaciais no R
Para aqueles que vão começar a usar o R para análise de dados espacializados, este é um pequeno guia de referência.
Pacotes Espaciais do R
- spatstat - analysing spatial point patterns
- sp - Classes and methods for spatial data
- Gstat - Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation
- rgdal
- georob — Robust Geostatistical Analysis of Spatial Data
- sf - Simple Features for R
- stars - spatiotemporal tidy arrays for R
Autores e Professores
- Spatial Cheatsheet - Barry Rowlingson
- R-Spatial - Edzer Pebesma
- Spatial Analyst - Tomislav Hengl
Tutoriais
- R Spatial - Spatial Data Analysis and Modeling with R
- sp/sf packages - Introduction to GIS with R Spatial data with the sp and sf packages
- rspatial - Introduction to Mapping and Spatial Analysis with R
- Geocomputation with R - Geocomputation with R
- GeoMLA - RFsp — Random Forest for spatial data (R tutorial)
- Geospatial analysis in R - GEOG495 - University Oregon.
- Geospatial Analysis in R - Introduction: The power to “roll your own” maps by Major David Beskow
e-Books
- Predictive Soil Mapping with R - Predictive Soil Mapping for advanced R users
- A Practical Guide to Geostatistical Mapping - 2nd Edition, 2009.
- A Practical Guide to Geostatistical Mapping of Environmental Variables - 2007.
- Applied Spatial Data Analysis with R - 2nd Edition {somente disponivel por acesso institucional - universidades públicas}
- Applied Spatial Data Analysis with R - 1nd Edition.
- An Introduction to Spatial Data Analysis and Visualisation in R
Workshops
- UseR2017 - Spatial Data in R: New Directions
Blogs
- r-spatial
- UCR
- Spatial.ly - Maps and Data Visualisations with R
Gist
- R Spatial Analysis Notes - Sam Boysel
Spatial Analysis
Maurício Vancine - Ecologia/UNESP
Books
- An Introduction to R for Spatial Analysis and Mapping. (Brunsdon & Comber 2015)
- Applied Spatial Data Analysis with R. (Bivant et al. 2013)
- Spatial Statistics and Modeling. (Gaetan & Guyon 2010)
- Intro to GIS and Spatial Analysis (Gimond 2017)
- Geospatial Analysis (Smith et al. 2018)
Tutorials
- Introduction to GIS with R
- Spatial Data
- Introdução aos mapas em R
- R GIS Tutorial
- Making Maps with R
- spatial-analyst.net
- Quantitative Methods in Spatial Ecology
- Spatial data in R: Using R as a GIS
- Geospatial Data Processing and Analysis in R
- Comprehensive Tutorial for the Spatio-Temporal R-package
- ggmap: Spatial Visualization with ggplot2
- SPATIAL DATA & MAPS IN R - WORKSHOP
- Maps and Data Visualisations with R
- Introduction to visualising spatial data in R
Sites
- Análise Geoespacial no R
- Mapping Spatial Data in R - Hautahi Kingi
- Chris Brown’s blog
- Popular R resources
- GRÁFICOS MIOJO: MAPAS TEMÁTICOS DO BRASIL EM 3 MINUTOS OU MENOS
- Spatial Data Analysis and Modeling with R - Prof. Robert J. Hijmans
- Earth Lab - data lessons & tools
- An Introduction to Spatial Data Analysis and Visualisation in R
- IBGE
- Intro to Geospatial Analysis in R
- Intro to GIS and Spatial Analysis - Manuel Gimond
- Gráficos com dimensão espacial e temporal
- Free and Open Source GIS Rambling
- Humboldt State Geospatial Online
Courses
Lectures
- Análise de Dados Geográficos com R - Prof. Manuel Lameiras de Figueiredo Campagnolo