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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Sparad:
Bibliografiska uppgifter
Huvudupphovsmän: Bald, Lisa, Gottwald, Jannis, Zeuss, Dirk
Materialtyp: Artikel
Språk:engelska
Publicerad: Philipps-Universität Marburg 2023
Ämnen:
Geografie, Reisen
Maxent
species distribution modeling
NCEAS dataset
spatial validation
model tuning
open-source software
Geography & travel
Länkar:PDF-fulltext
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