Awesome
rtsVis
<img align="right" src="https://github.com/JohMast/rtsVis_demo/blob/main/Images/rtsVis_Logo.png" width="130" height="150" />
Introduction
rtsVis
is a lightweight R
package to visualize large raster time series, building on a fast temporal interpolation core.
This repository contains a demonstration of the packages functionalities.
Installation
The released version of rtsVis can be installed from CRAN:
install.packages("rtsVis")
The latest version of the package can be installed from github.
devtools::install_github("JohMast/rtsVis")
Contents
This repository contains data needed to get started with rtsVis.
-
demo_script.R: A script demonstrating the basic usage of the packages main functions.
-
Data:
- Western_Cape_polygons.shp: Selected Polygons within a AOI in South Africa.
- Western_Cape_pts.shp: Selected points within a AOI in South Africa.
- example__polygon.rds: An example tibble containing values extracted over the polygons. Useful for experimenting with custom plot functions.
- example__point.rds: An example tibble containing values over the points. Useful for experimenting with custom plot functions.
- MODIS_WesternCape_filled.txt: A preprocessed MODIS time series of the AOI ready for visualization.
-
Vignettes:
- rtsVis_Overview.html: An overview of the rtsVis package.
- rtsVis_Custom_Plots.html: A guide on the creation of custom plotting functions.
-
Images: Examples of Image Files created by rtsVis, as demonstrated in the demo_script.
Plot Examples
<img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif"><img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_bar_stack.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200"><img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_bar_fill.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200"><img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_dens.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200">
<img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_dens2.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200"><img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_line2.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200"><img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_vio.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="200">
<img src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/example_ts_gg_pie.png" align="center" src="https://github.com/JohMast/rtsVis_demo/raw/main/Images/WesternCape_MODIS_point_lowres.gif" width="600">