Other packages > Find by keyword >

gdalcubes  

Earth Observation Data Cubes from Satellite Image Collections
View on CRAN: Click here


Download and install gdalcubes package within the R console
Install from CRAN:
install.packages("gdalcubes")

Install from Github:
library("remotes")
install_github("cran/gdalcubes")

Install by package version:
library("remotes")
install_version("gdalcubes", "0.7.0")



Attach the package and use:
library("gdalcubes")
Maintained by
Marius Appel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-24
Latest Update: 2023-04-14
Description:
Processing collections of Earth observation images as on-demand multispectral, multitemporal raster data cubes. Users define cubes by spatiotemporal extent, resolution, and spatial reference system and let 'gdalcubes' automatically apply cropping, reprojection, and resampling using the 'Geospatial Data Abstraction Library' ('GDAL'). Implemented functions on data cubes include reduction over space and time, applying arithmetic expressions on pixel band values, moving window aggregates over time, filtering by space, time, bands, and predicates on pixel values, exporting data cubes as 'netCDF' or 'GeoTIFF' files, plotting, and extraction from spatial and or spatiotemporal features. All computational parts are implemented in C++, linking to the 'GDAL', 'netCDF', 'CURL', and 'SQLite' libraries. See Appel and Pebesma (2019) for further details.
How to cite:
Marius Appel (2019). gdalcubes: Earth Observation Data Cubes from Satellite Image Collections. R package version 0.7.0, https://cran.r-project.org/web/packages/gdalcubes. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2019-05-24 12:00), 0.2.0 (2019-08-08 17:00), 0.2.1 (2019-08-21 14:20), 0.2.2 (2019-10-16 00:10), 0.2.3 (2019-10-21 15:30), 0.2.4 (2020-02-02 16:00), 0.2.5 (2020-05-18 00:30), 0.3.0 (2020-08-06 01:10), 0.3.1 (2020-08-27 13:40), 0.4.0 (2021-07-13 14:00), 0.4.1 (2021-07-29 15:00), 0.5.0 (2021-10-28 15:30), 0.5.1 (2021-12-03 11:00), 0.6.0 (2022-03-08 09:40), 0.6.1 (2022-03-23 02:10), 0.6.2 (2022-10-10 23:20), 0.6.3 (2023-01-19 12:30), 0.6.4 (2023-04-14 13:50)
Other packages that cited gdalcubes R package
View gdalcubes citation profile
Other R packages that gdalcubes depends, imports, suggests or enhances
Complete documentation for gdalcubes
Functions, R codes and Examples using the gdalcubes R package
Some associated functions: add_collection_format . add_images . aggregate_space . aggregate_time . animate . apply_pixel.array . apply_pixel.cube . apply_pixel . apply_time.array . apply_time.cube . apply_time . as_array . as_json . bands . chunk_apply . collection_formats . create_image_collection . crop . cube_view . dim.cube . dimension_bounds . dimension_values . dimensions . dot-copy_cube . extent . extract_geom . fill_time . filter_geom . filter_pixel . gdalcubes . gdalcubes_gdal_has_geos . gdalcubes_gdalformats . gdalcubes_gdalversion . gdalcubes_options . gdalcubes_selection . gdalcubes_set_gdal_config . gdalcubes_version . image_collection . image_mask . join_bands . json_cube . memsize . names.cube . nbands . ncdf_cube . nt . nx . ny . pack_minmax . plot.cube . print.cube . print.cube_view . print.image_collection . proj4 . raster_cube . read_chunk_as_array . reduce_space.array . reduce_space.cube . reduce_space . reduce_time.array . reduce_time.cube . reduce_time . rename_bands . select_bands . select_time . size . slice_space . slice_time . srs . st_as_stars.cube . stac_image_collection . stack_cube . window_time.cube . window_time . write_chunk_from_array . write_ncdf . write_tif . 
Some associated R codes: RcppExports.R . aggregate_space.R . aggregate_time.R . animate.R . apply_pixel.R . apply_time.R . chunk_apply.R . coerce.R . config.R . crop.R . cube.R . dummy.R . extract.R . fill_time.R . filter_geom.R . filter_pixel.R . gdalcubes.R . image_collection.R . join_bands.R . ncdf_cube.R . plot.R . reduce.R . rename_bands.R . select_bands.R . select_time.R . selection.R . slice.R . stac.R . streaming.R . view.R . window.R . zzz.R .  Full gdalcubes package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA