terra - Spatial Data Analysis
Methods for spatial data analysis with vector (points, lines, polygons) and raster (grid) data. Methods for vector data include geometric operations such as intersect and buffer. Raster methods include local, focal, global, zonal and geometric operations. The predict and interpolate methods facilitate the use of regression type (interpolation, machine learning) models for spatial prediction, including with satellite remote sensing data. Processing of very large files is supported. See the manual and tutorials on <https://rspatial.org/> to get started.
Last updated
geospatialrasterspatialvectoronetbbprojgdalgeoscpp
18.83 score 622 stars 1.0k dependents 42k scripts 666k downloadsraster - Geographic Data Analysis and Modeling
Reading, writing, manipulating, analyzing and modeling of spatial data. This package has been superseded by the "terra" package <https://CRAN.R-project.org/package=terra>.
Last updated
cpp
16.50 score 162 stars 595 dependents 85k scripts 102k downloadsgeosphere - Spherical Trigonometry
Spherical trigonometry for geographic applications. That is, compute distances and related measures for angular (longitude/latitude) locations.
Last updated
cpp
14.57 score 41 stars 134 dependents 7.3k scripts 30k downloadsdismo - Species Distribution Modeling
Methods for species distribution modeling, that is, predicting the environmental similarity of any site to that of the locations of known occurrences of a species.
Last updated
cpp
12.14 score 35 stars 24 dependents 3.7k scripts 10k downloadsgeodata - Access Geographic Data
Functions for downloading of geographic data for use in spatial analysis and mapping. The package facilitates access to climate, crops, elevation, land use, soil, species occurrence, accessibility, administrative boundaries and other data.
Last updated
agricultureclimatedataecologysoilspatial
11.97 score 201 stars 15 dependents 2.9k scripts 17k downloadspredicts - Spatial Prediction Tools
Methods for spatial predictive modeling, especially for spatial distribution models. This includes algorithms for model fitting and prediction, as well as methods for model evaluation.
Last updated
8.05 score 11 stars 10 dependents 204 scripts 5.5k downloadsluna - Tools for Satellite Remote Sensing (Earth Observation) Data Processing
Tools for acquiring and (pre-) processing satellite remote sensing data. Including for downloading data from NASA such as LANDSAT and MODIS.
Last updated
openblascpp
5.20 score 40 stars 100 scriptsrspatial - rspatial.org data
Data to support the examples on rspatial.org
Last updated
3.53 score 7 stars 97 scriptsrspat - rspatial.org data -- terra version
Data to support the examples on rspatial.org
Last updated
2.64 score 2 stars 44 scripts