itsdm R package - Isolation Forest-Based Presence-Only Species Distribution Modeling

A collection of R functions to do purely presence-only species distribution modeling with isolation forest (iForest) and its variations such as Extended isolation forest and SCiForest.

Date ( Publication): 2023-06-11

Status: Completed

Author

Custodian

Keywords: modelling

Keywords: biogeography

Keywords: SDM

Keywords: species distribution modelling

Keywords: presence-only data

Keywords: iForest

Keywords: SCiForest

Keywords: R

Access constraints: License

Use limitation: https://cran.r-project.org/web/licenses/MIT

OnLine resource: CRAN link (
WWW:LINK-1.0-http--link
)

Required Services: R (≥ 3.5.0)

Topic Category: Species distribution

Service Category: data collection and preparation

Service Category: model calculation

Service Category: data processing

Service Category: modelling

Service Language: eng

Service TRL: TRL 9 – Actual system proven in operational environment

Service User Manual: https://cran.r-project.org/web/packages/itsdm/itsdm.pdf

Metadata

File identifier: 28ac9b52-df94-49c4-af5b-7b0a0d19ccb8 XML

Metadata language: en

Hierarchy level: Service

Metadata Schema Version: 0.2.1

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