PEMprepr

One module of the PEMrproject. Functions in the package focus on the initial data acquisition, covariate generation, including the preparation of multi-resolution covariate stack.

Additional modules in the project include:

• PEMsamplr – functions for preparing a sample plan
• PEMmodelr – model generation, and evaluation
• PEMmapr – map production

Features

The raster focused functions have the objective of creating a multi-resolution raster stack of numerous covariates.

1. Snap and area of interest to ensure that subsequent rasters are stackable
2. Creation of covariates from a digital terrain model via SAGA-GIS
3. Disaggregate coarse resolution rasters to fine scales

The bulk of the functions are wrapper-functions utilizing the terra and sf packages

Vector functions in this package faciltate the aquisition of a standard set of data from the BC Data Catalogue via the bcdata package.

Installation

remotes::install_github("bcgov/PEMprepr", build_vignettes = TRUE)

Usage

Raster based:

1. Create a standardized folder structure for the area of interest
2. Create an standardized area of interest – that fits well to a xxx100m² extent
3. Create a digital terrain model for the desired resolutions (e.g. 5, 10, and 25m²)
4. Generate covariates for each resolution
5. disaggregate the course scale covariates to the finest resolution level

Vector based – collect a standard set of vectors and place them within the folder structure.

Standardized folder structure

todo – add a graphic of the folders

Example

see: https://bcgov.github.io/PEMprepr/

or locally,

The vignette for the package provides an example workflow.

vignette("PEMprepr")

Project Status

currently functional … with polish needed.

Getting Help or Reporting an Issue

To report bugs/issues/feature requests, please file an issue.

How to Contribute

If you would like to contribute to the package, please see our CONTRIBUTING guidelines.

Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.

License

Copyright 2022 Province of British Columbia

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and limitations under the License.

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This project was created using the bcgovr package.