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.

Identification

Date ( Publication ): 2023-06-11

Status: Completed

Version: 0.2.1

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

Author

Custodian

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 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

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