Package: greenSD 0.1.2
greenSD: Access and Analyze Global GreenSpace Spatial Data
Access and analyze multi-band greenspace seasonality data cubes (available for 1,028 major global cities), global Normalized Difference Vegetation Index / land cover data from the European Space Agency WorldCover 10m Dataset, and Sentinel-2-l2a images. Users can download data using bounding boxes, city names, and filter by year or seasonal time window. The package also supports calculating human exposure to greenspace using a population-weighted greenspace exposure model introduced by Chen et al. (2022) <doi:10.1038/s41467-022-32258-4> based on Global Human Settlement Layer population data, and calculating a set of greenspace morphology metrics at patch and landscape levels.
Authors:
greenSD_0.1.2.tar.gz
greenSD_0.1.2.zip(r-4.7)greenSD_0.1.2.zip(r-4.6)greenSD_0.1.2.zip(r-4.5)
greenSD_0.1.2.tgz(r-4.6-any)greenSD_0.1.2.tgz(r-4.5-any)
greenSD_0.1.2.tar.gz(r-4.7-any)greenSD_0.1.2.tar.gz(r-4.6-any)
greenSD_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
greenSD/json (API)
| # Install 'greenSD' in R: |
| install.packages('greenSD', repos = c('https://billbillbilly.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/billbillbilly/greensd/issues
Pkgdown/docs site:https://billbillbilly.github.io
geospatialgreenspaceurban-analyticsurban-data-science
Last updated from:7204c2a613. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 288 | ||
| source / vignettes | OK | 269 | ||
| linux-release-x86_64 | OK | 275 | ||
| macos-release-arm64 | OK | 381 | ||
| macos-oldrel-arm64 | OK | 457 | ||
| windows-devel | OK | 754 | ||
| windows-release | OK | 702 | ||
| windows-oldrel | OK | 545 | ||
| wasm-release | OK | 207 |
Exports:check_available_urbancheck_urban_boundarycompute_exposurecompute_morphologyget_band_index_by_timeget_esa_wcget_gsdcget_s2a_ndviget_tile_greenndvi_to_semsample_valuesto_gif
Dependencies:abindaskpassaws.s3aws.signaturebase64encBHbmpbriobslibcachemcallrclassclassIntclicodetoolscpp11crayoncurldata.tableDBIdescdiffobjdigestdownloaderdplyrdsmSearche1071evaluatefarverfastmapfontawesomefsfurrrfuturegenericsggplot2globalsgluegtablehighrhtmltoolshtmlwidgetshttrhttr2igraphimagerisobandjpegjquerylibjsonliteKernSmoothknitrlabelinglandscapemetricslatticelazyevallidRlifecyclelistenvmagickmagrittrmaptilesMASSMatrixmemoisemimenominatimliteopensslparallellypillarpkgbuildpkgconfigpkgloadpngpraiseprocessxproxypspurrrR6rappdirsRColorBrewerRcppRcppArmadilloreadbitmaprglrlangrlasrmarkdownrprojrootrstacs2S7sassscalessfspstarsstringistringrsysterratestthattibbletidyrtidyselecttifftinytexunitsutf8vctrsviridisLitewaldowithrwkxfunxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Get all of the urban areas in the Greenspace Seasonality Data Cube | check_available_urban |
| Get an urban area boundary based on the UID | check_urban_boundary |
| exposure | compute_exposure |
| compute_morphology | compute_morphology |
| Get band index based on time period | get_band_index_by_time |
| Download landcover or NDVI Data from ESA WorldCover 10m Annual Dataset | get_esa_wc |
| Download Greenspace Seasonality Data Cube | get_gsdc |
| Retrieve Sentinel-2-l2a images to compute NDVI | get_s2a_ndvi |
| Classify greenspace based on map tile images | get_tile_green |
| ndvi_to_sem | ndvi_to_sem |
| Sample greenspace-realted data from Greenspace Seasonality Data Cube, ESA WorldCover 10m Annual Composites Dataset, or Sentinel-2-l2a images. | sample_values |
| Convert A Multi-layer Raster to GIF | to_gif |
