AllScaledData

A dataset containing the output of the gbm.cons example run, conservation
priority areas within the Irish Sea for juvenile and adult female cuckoo,
blonde, thornback and spotted rays.

datasets

Automates delta log-normal boosted regression tree abundance
prediction. Loops through parameters provided (LR (learning rate), TC
(tree complexity), BF (bag fraction)), chooses best, simplifies, &
generates line, dot & bar plots, & outputs these & predictions & a
report, makes predicted abundance maps, and Unrepresentativeness
surfaces. Package core built around 'gbm' (gradient boosting machine)
functions in 'dismo' (Hijmans, Phillips, Leathwick & Jane Elith, 2020
& ongoing), itself built around 'gbm' (Greenwell, Boehmke, Cunningham
& Metcalfe, 2020 & ongoing, originally by Ridgeway). Indebted to
Elith/Leathwick/Hastie 2008 'Working Guide'
<doi:10.1111/j.1365-2656.2008.01390.x>; workflow follows Appendix S3.
See <https://www.simondedman.com/> for published guides and papers
using this package.

Simon Dedman

gbm.auto

Automated Boosted Regression Tree Modelling and Mapping Suite

AllScaledData function

A data frame with 378570 rows and 3 variables:<dl>
<dt>Longitude</dt>
<dd>Decimal longitudes in the Irish Sea</dd><dt>Latitude</dt>
<dd>Decimal latitudes in the Irish Sea</dd><dt>allscaled</dt>
<dd>Relative abundance. Each juvenile and adult female
cuckoo, blonde, thornback and spotted ray scaled to 1 and added together</dd>
</dl>

Format

Simon Dedman, <a href="/link/simondedman%40gmail.com?package=gbm.auto&version=2024.10.01" data-mini-rdoc="gbm.auto::simondedman@gmail.com">simondedman@gmail.com</a>

Author

Data: Scaled abundance data for 2 subsets of 4 rays in the Irish Sea, by gbm.cons — AllScaledData

A data frame with 378570 rows and 3 variables:<dl>
<dt>Longitude</dt>
<dd>Decimal longitudes in the Irish Sea</dd>

<dt>Latitude</dt>
<dd>Decimal latitudes in the Irish Sea</dd>

<dt>allscaled</dt>
<dd>Relative abundance. Each juvenile and adult female
cuckoo, blonde, thornback and spotted ray scaled to 1 and added together</dd>


</dl>

Simon Dedman, <a href='mailto:simondedman@gmail.com'>simondedman@gmail.com</a>

AllScaledData: Data: Scaled abundance data for 2 subsets of 4 rays in the Irish Sea, by gbm.cons

Description

Usage

Arguments

Format

Author