getCovariateRasters

Looks in a specified folder for raster files. Returns a RasterStack of the rasters cropped to the extent specified by the shape parameter.

Fits disaggregation regression models using 'TMB' ('Template Model
Builder'). When the response data are aggregated to polygon level but
the predictor variables are at a higher resolution, these models can be
useful. Regression models with spatial random fields. A useful reference for disaggregation modelling is
Lucas et al. (2019) <doi:10.1101/548719>.

Tim Lucas

disaggregation

Disaggregation Modelling

Anita Nandi

Rohan Arambepola

Andre Python

getCovariateRasters function

<dl><dt>directory</dt>
<dd>Filepath to the directory containing the rasters.</dd>
<dt>file_pattern</dt>
<dd>Pattern the filenames must match. Default is all files ending in .tif .</dd>
<dt>shape</dt>
<dd>An object with an extent that the rasters will be cropped to.</dd></dl>

Arguments

Get a RasterStack of covariates from a folder containing .tif files — getCovariateRasters

<dl>

<dt>directory</dt>
<dd>Filepath to the directory containing the rasters.</dd>


<dt>file_pattern</dt>
<dd>Pattern the filenames must match. Default is all files ending in .tif .</dd>


<dt>shape</dt>
<dd>An object with an extent that the rasters will be cropped to.</dd>

</dl>

getCovariateRasters: Get a RasterStack of covariates from a folder containing .tif files

Description

Usage

Value

Arguments

Examples