spatialMaxent: Adapting species distribution modeling to spatial data

spatialMaxent: Adapting species distribution modeling to spatial data

Conventional practices in species distribution modeling lack predictive power when the spatial structure of data is not taken into account. However, choosing a modeling approach that accounts for overfitting during model training can improve predictive performance on spatially separated test data...

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Bibliographic Details
Main Authors: Bald, Lisa, Gottwald, Jannis, Zeuss, Dirk
Format: Article
Language:English
Published: Philipps-Universität Marburg 2023
Subjects:
Geografie, Reisen
Maxent
species distribution modeling
NCEAS dataset
spatial validation
model tuning
open-source software
Geography & travel
Online Access:PDF Full Text
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