An R package to generate species range maps based on ecoregions and a user-friendly GBIF wrapper
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Updated
Nov 14, 2024 - R
An R package to generate species range maps based on ecoregions and a user-friendly GBIF wrapper
Code and documentation of publication on constructing biodiversiy maps from readily available occurrence data
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R Script for investigating past and present species distribution using MaxEnt (machine learning algorithm) and Environmental PCA (PCA-env) for niche dynamics of the species
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Leverages big data and machine learning for wildlife conservation using GBIF species data. PySpark is used for preprocessing, K-Means for clustering, and Decision Trees for habitat prediction. Tableau visualizes species distribution, biodiversity, and conservation insights.
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