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.

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geospatialrasterspatialvectoronetbbprojgdalgeoscpp

18.24 score 610 stars 975 dependents 41k scripts 217k downloads

raster - 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 This package has been superseded by the "terra" package 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>.

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cpp

16.68 score 162 stars 576 dependents 60k scripts 238k downloads

geosphere - Spherical Trigonometry

Spherical trigonometry for geographic applications. That is, compute distances and related measures for angular (longitude/latitude) locations.

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cpp

14.69 score 42 stars 118 dependents 8.0k scripts 41k downloads

dismo - 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.

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cpp

12.24 score 34 stars 27 dependents 3.4k scripts 12k downloads

geodata - 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.

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agricultureclimatedataecologysoilspatial

11.94 score 193 stars 13 dependents 2.3k scripts 18k downloads

predicts - 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.

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8.14 score 10 stars 11 dependents 190 scripts 7.3k downloads

luna - 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.

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openblascpp

4.70 score 40 stars 83 scripts

rspatial - rspatial.org data

Data to support the examples on rspatial.org

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3.56 score 7 stars 104 scripts

rspat - rspatial.org data -- terra version

Data to support the examples on rspatial.org

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2.59 score 2 stars 39 scripts