R: Exploration of Spatio-Temporal Data

# Exploration of Spatio-Temporal Data

## Documentation for package ‘stxplore’ version 0.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

aerosol_australia | Data from of NASA Earth Observations at https://neo.gsfc.nasa.gov
aerosol_world | Data from of NASA Earth Observations at https://neo.gsfc.nasa.gov
autoplot.cancor | Computes transformed variables from Canonical Correlation Analysis using a dataframe or a stars object
autoplot.cancoreof | Performs CCA using Empirical Orthogonal Functions (EOFs) from a lagged dataset
autoplot.emporthfun | Computes empirical orthogonal functions using a dataframe or a stars object.
autoplot.hovmoller | Computes the data structure for the Hovmoller plots
autoplot.semivariogramobj | Computes the semi-variogram using a dataframe or a stars object.
autoplot.spatialcov | Computes empirical spatial covariance using a dataframe or a stars object
autoplot.spatialmeans | Computes spatial empirical means using a dataframe or a stars object
autoplot.temporalmeans | Computes temporal empirical means using a dataframe or a stars object.
cancor_eof | Performs CCA using Empirical Orthogonal Functions (EOFs) from a lagged dataset
cancor_eof.data.frame | Performs CCA using Empirical Orthogonal Functions (EOFs) from a lagged dataset
cancor_eof.stars | Performs CCA using Empirical Orthogonal Functions (EOFs) from a lagged dataset
canonical_correlation | Computes transformed variables from Canonical Correlation Analysis using a dataframe or a stars object
canonical_correlation.data.frame | Computes transformed variables from Canonical Correlation Analysis using a dataframe or a stars object
canonical_correlation.stars | Computes transformed variables from Canonical Correlation Analysis using a dataframe or a stars object
emp_orth_fun | Computes empirical orthogonal functions using a dataframe or a stars object.
emp_orth_fun.data.frame | Computes empirical orthogonal functions using a dataframe or a stars object.
emp_orth_fun.stars | Computes empirical orthogonal functions using a dataframe or a stars object.
emp_spatial_cov | Computes empirical spatial covariance using a dataframe or a stars object
emp_spatial_cov.data.frame | Computes empirical spatial covariance using a dataframe or a stars object
emp_spatial_cov.stars | Computes empirical spatial covariance using a dataframe or a stars object
hovmoller | Computes the data structure for the Hovmoller plots
hovmoller.data.frame | Computes the data structure for the Hovmoller plots
hovmoller.stars | Computes the data structure for the Hovmoller plots
locs | The locations used in the NOAA dataset.
NOAA_df_1990 | National oceanic and atmospheric administration (NOAA) data from 1990 to 1993
ridgeline | Ridgeline plots grouped by an attribute using a dataframe as an input.
ridgeline.data.frame | Ridgeline plots grouped by an attribute using a dataframe as an input.
ridgeline.stars | Ridgeline plots grouped by an attribute using a dataframe as an input.
semivariogram | Computes the semi-variogram using a dataframe or a stars object.
semivariogram.data.frame | Computes the semi-variogram using a dataframe or a stars object.
semivariogram.stars | Computes the semi-variogram using a dataframe or a stars object.
spatial_means | Computes spatial empirical means using a dataframe or a stars object
spatial_means.data.frame | Computes spatial empirical means using a dataframe or a stars object
spatial_means.stars | Computes spatial empirical means using a dataframe or a stars object
spatial_snapshots | Plots spatial snapshots of data through time using a dataframe or a stars object.
spatial_snapshots.data.frame | Plots spatial snapshots of data through time using a dataframe or a stars object.
spatial_snapshots.stars | Plots spatial snapshots of data through time using a dataframe or a stars object.
SSTdatashort | The data from of the Sea Surface Temperature (SST) dataset. A subset of the original dataset is used.
SSTlandmaskshort | The land mask for the Sea Surface Temperature (SST) dataset. A subset of the original dataset is used.
SSTlonlatshort | The locations of the Sea Surface Temperatures (SST) dataset. A subset of the original dataset is used.
temporal_means | Computes temporal empirical means using a dataframe or a stars object.
temporal_means.data.frame | Computes temporal empirical means using a dataframe or a stars object.
temporal_means.stars | Computes temporal empirical means using a dataframe or a stars object.
temporal_snapshots | Plots temporal snapshots of data for specific spatial locations using a dataframe or a stars object.
temporal_snapshots.data.frame | Plots temporal snapshots of data for specific spatial locations using a dataframe or a stars object.
temporal_snapshots.stars | Plots temporal snapshots of data for specific spatial locations using a dataframe or a stars object.
Times | The time period in which the NOAA dataset was recorded. This spans from January 1990 to December 1993.
Tmax | The maximum temperature values used in the NOAA dataset in a wide dataframe format.