rENM Framework v0.1.0 Example Reports

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Authors: John L. Schnase, Mark Carroll, Paul Montesano, Virginia A. Seamster
Cited by: 1

Abstract

AI-generated ecological niche modeling reports produced by the rENM Framework v0.1.0 pipeline for three North American bird species — Cassin's Sparrow (Peucaea cassinii), Greater Roadrunner (Geococcyx californianus), and Brown-capped Rosy-Finch (Leucosticte australis). Each report summarizes the results of a retrospective ENM analysis spanning nine five-year bins from 1980 to 2020, including modeled climatic suitability, range dynamics, and bioclimatic velocity. Reports were generated using two large language models (ChatGPT and Claude) via the rENM.ai package. The underlying pipeline runs are archived separately as rENM Framework v0.1.0 Example Runs.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
18 June 2026
Document type
Dataset