Exploration of Spatio-Temporal Data

Documentation for package ‘stxplore’ version 0.1.0

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.