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Identifying Potassium-Associated Ecological Transition Zones for Mimosa pigra Invasion Using Explainable Machine

Bhuvadol Gomontean1, Aljo Clair Pingal2, Khemmanant Khamthong3

  • 1Department of Biology, Faculty of Science, Mahasarakham University, Maha Sarakham 44150, Thailand.

Biology
|August 13, 2026
PubMed
Abstract

Keywords:
Mimosa pigraSHAP interpretationbayesian modelingexplainable machine learninginvasive speciessoil potassium thresholds

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Migration is long-range, seasonal movement from one region or habitat to another. This common strategy, carried out by many different organisms around the world, is an adaptive response that typically corresponds to changes in an organism’s environment, like resource availability or climate. Migrations can involve huge groups of thousands of animals as well as single individuals traveling alone and can range from thousands of kilometers to just a few hundred meters.