GBIF

This work makes use of species occurrence data obtained from the Global Biodiversity Information Facility (GBIF) under the following licenses: CC BY 4.0, CC BY-NC 4.0, and CC0 1.0.
The data are used solely for non-commercial, academic purposes.
The outputs generated from this process do not expose original coordinate data and represent derived, high-level results only.
We acknowledge and credit GBIF and its data publishers as the source of the occurrence records, and we remain committed to complying with all licensing terms associated with the data.

IUCN Red List

This project uses information extracted from species assessments published by International Union for Conservation of Nature (IUCN) Red List.
The data were obtained in the form of publicly available documents accessed via www.iucnredlist.org.
The material was used solely for non-commercial, academic purposes.
No original documents are redistributed or published in full.
We acknowledge the IUCN Red List as the source of the information and remain committed to respecting all applicable terms of use and attribution requirements.

WorldClim

This project incorporates climatic data obtained from the WorldClim database.
The data are used solely for non-commercial, academic purposes.
All outputs derived from this data are transformative in nature and do not involve redistribution of the original datasets.
We acknowledge WorldClim as the data source and remain committed to respecting licensing terms and attribution requirements.

Reddit

This project used a sample of public Reddit posts and comments, accessed via PRAW, for non-commercial, academic analysis.
The data were used exclusively to compute aggregated statistics and were not retained or redistributed.
All outputs are transformative in nature and do not contain original user content.