Package: spotoroo 0.1.6

spotoroo: Spatiotemporal Clustering of Satellite Hot Spot Data

An algorithm to cluster satellite hot spot data spatially and temporally.

Authors:Weihao Li [aut, cre], Di Cook [ctb], Emily Dodwell [ctb]

spotoroo_0.1.6.tar.gz
spotoroo_0.1.6.zip(r-4.7-any)spotoroo_0.1.6.zip(r-4.6-any)spotoroo_0.1.6.zip(r-4.5-any)
spotoroo_0.1.6.tgz(r-4.6-any)spotoroo_0.1.6.tgz(r-4.5-any)
spotoroo_0.1.6.tar.gz(r-4.7-any)spotoroo_0.1.6.tar.gz(r-4.6-any)
spotoroo_0.1.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
spotoroo/json (API)

# Install 'spotoroo' in R:

install.packages('spotoroo', repos = c('https://tengmcing.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tengmcing/spotoroo/issues

Pkgdown/docs site:https://tengmcing.github.io

Datasets:

hotspots - 1070 observations of satellite hot spots
vic_map - Simple features map of Victoria

On CRAN:

4.80 score 5 stars 25 scripts 412 downloads 15 exports 70 dependencies

Last updated from:1dc45c29f7. Checks:9 OK. Indexed: yes.

Target	Result	Time	Files	Syslog
linux-devel	OK	131
source / vignettes	OK	270
linux-release	OK	127
macos-release	OK	127
macos-oldrel	OK	95
windows-devel	OK	107
windows-release	OK	99
windows-oldrel	OK	119
wasm-release	OK	111

Exports:dist_point_to_vector extract_fire get_fire_mov global_clustering handle_noise hotspot_cluster ignition_point local_clustering plot_def plot_fire_mov plot_spotoroo plot_timeline plot_vic_map summary_spotoroo transform_time_id

Dependencies:base64enc beeswarm bslib cachem cli colourpicker commonmark cpp11 crayon digest dplyr evaluate farver fastmap fontawesome fs generics geodist ggbeeswarm ggExtra ggplot2 ggrepel glue gtable highr hms htmltools htmlwidgets httpuv isoband jquerylib jsonlite knitr labeling later lifecycle magrittr memoise mime miniUI otel patchwork pillar pkgconfig prettyunits progress promises R6 rappdirs RColorBrewer Rcpp rlang rmarkdown S7 sass scales shiny shinyjs sourcetools tibble tidyselect tinytex utf8 vctrs vipor viridisLite withr xfun xtable yaml

Guide to spotoroo

Data requirements | Overview of the hot spot data | Spatiotemporal clustering of hot spot | Arguments | 1. specifications of the dataset | 2. specifications of the parameters of the clustering algorithm | 3. specification of the calculation of the ignition points | 4. specifications of the transformation of the observed time | Usage | Returns | Extract a subset of clusters | Additional topic: Choice of parameters | Exploring the spatiotemporal clustering results | Summary | Called by summary() | Plot | Default | Timeline | Fire movement | Add a background | Called by plot()

Rendered fromClustering-hot-spots.Rmdusingknitr::rmarkdown

Last update: 2021-03-31
Started: 2021-02-07

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Calculation of the geodesic of a point to multiple points	dist_point_to_vector
Extracting fires from the spatiotemporal clustering results	extract_fire
Calculation of the fire movement	get_fire_mov
Clustering hot spots spatially and temporally	global_clustering
Handling noise in the clustering results	handle_noise
Spatiotemporal clustering of hot spot data	hotspot_cluster
1070 observations of satellite hot spots	hotspots
Calculation of the ignition points	ignition_point
Clustering hot spots spatially	local_clustering
Default method of plotting the clustering results	plot_def
Plotting the fire movement	plot_fire_mov
Plotting spatiotemporal clustering result	plot_spotoroo
Plotting the timeline of the fire and the noise	plot_timeline
Plotting map of Victoria, Australia	plot_vic_map
Plotting spatiotemporal clustering result	plot.spotoroo
Printing spatiotemporal clustering result	print.spotoroo
Summarizing spatiotemporal clustering results	summary_spotoroo
Summarizing spatiotemporal clustering result	summary.spotoroo
Transforming a series of time or datetime to time indexes	transform_time_id
simple features map of Victoria	vic_map

Usage by other packages (reverse dependencies)