Learn R Programming

⚠️There's a newer version (2.0-2) of this package.Take me there.

spatialEco (version 1.3-5)

Spatial Analysis and Modelling Utilities

Description

Utilities to support spatial data manipulation, query, sampling and modelling. Functions include models for species population density, download utilities for climate and global deforestation spatial products, spatial smoothing, multivariate separability, point process model for creating pseudo- absences and sub-sampling, polygon and point-distance landscape metrics, auto-logistic model, sampling models, cluster optimization, statistical exploratory tools and raster-based metrics.

Copy Link

Version

Install

install.packages('spatialEco')

Monthly Downloads

1,657

Version

1.3-5

License

GPL-3

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/jeffreyevans/spatialEco

Maintainer

Jeffrey S Evans

Last Published

January 10th, 2021

Functions in spatialEco (1.3-5)

Ant Biodiversity Data

DAYMET climate tile index

bearing.distance

Bearing and Distance

breeding.density

Breeding density areas (aka, core habitat areas)

Canine-Human Age Equivalent

Background sample

class.comparison

Class comparison between two nominal rasters

Various correlation structures

Class comparison between two nominal rasters

Cosine Similarity Index

Dispersion (H-prime)

gaussian.kernel

Gaussian Kernel

Hierarchical Slope Position

Surface curvature

download.hansen

Download Hansen Forest 2000-2013 Change

crossCorrelation

Spatial cross correlation

Collinearity test

Diurnal Anisotropic Heat Index

extract.vertices

Extract vertices for polygons or lines

Inverse Distance Weighted smoothing

DAYMET point values

DAYMET Tile ID's

print.loess.boot

Print Loess bootstrap model

Partial and Semi-partial correlation

Cohen's-d effect size

proximity.index

Proximity Index

Loess Bootstrap

Elevation raster

2-dimensional kernel density estimate

Concordance test for binomial models

Dutilleul moving window bivariate raster correlation

Kendall tau trend with continuity correction for time-series

Average Nearest Neighbor Index (NNI)

Niche overlap (Warren's-I)

raster.transformation

Statistical transformation for rasters

Landscape metrics for points and polygons

Focal landscape metrics

Local minimum and maximum

Savitzky-Golay smoothing filter

Winsorize transformation

Shannon's Diversity (Entropy) Index

Weighted centroid

Explodes multipart features

Raster change between two nominal rasters

Modified z-score for a raster

Percent area sample

print.cross.cor

Print spatial cross correlation

Insert a row or column into a data.frame

Buffer geographic data

Confidence interval for mean or median

download.daymet

Download DAYMET

raster.deviation

Raster local deviation from the global trend

raster.downscale

Raster Downscale

Loess with confidence intervals

Probability density plot by group

Trigonometric transformation of a slope and aspect interaction

smooth.time.series

Smooth Raster Time-series

Spherical Variance or Standard Deviation of Surface

Surface Relief Ratio

Sobel-Feldman operator

logistic.regression

Logistic and Auto-logistic regression

Heat Load Index

Maximum extent of multiple rasters

Inhomogeneous O-ring

Raster multidimensional scaling (MDS)

print.effect.size

Print effect size

raster.modified.ttest

Dutilleul moving window bivariate raster correlation

optimized.sample.variance

Optimized sample variance

plot.loess.boot

Plot Loess Bootstrap

plot.effect.size

Plot effect size

Systematic or random point sample of line(s)

Spatial kernel density estimate

Sample Polygons

Ecological similarity

Polygon perimeter

Kendall tau trend with continuity correction for raster time-series

Remove extension

Point process random subsample

Kullback-Leibler divergence (relative entropy)

Point and Polygon Intersect

Autocorrelation Plot

Spatial K nearest neighbor

Terrain Ruggedness Index

Vector Ruggedness Measure (VRM)

raster.gaussian.smooth

Gaussian smoothing of raster

Solar-radiation Aspect Index

stratified.random

Stratified random sample

subsample.distance

Distance-based subsampling

poly.regression

Local Polynomial Regression

Biodiversity Planning Units

Raster Percent Volume

Pseudo-absence random samples

rasterCorrelation

Raster correlation

Remove polygon holes

Raster Distance

Sample transect

summary.cross.cor

Summary of spatial cross correlation

Surface Area Ratio

spatialEco news

spectral.separability

spectral separability

summary.loess.boot

Summarizing Loess bootstrap models

summary.effect.size

Summarizing effect size

Senescence weighted Vegetation Index (swvi)

Topographic Position Index (tpi)

Topographic distance