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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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Bald, Lisa, Gottwald, Jannis, Zeuss, Dirk
Formatua: Artikulua
Hizkuntza:ingelesa
Argitaratua: Philipps-Universität Marburg 2023
Gaiak:
Geografie, Reisen
Maxent
species distribution modeling
NCEAS dataset
spatial validation
model tuning
open-source software
Geography & travel
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