**This challenge is all about predicting plant species presence.**
Given GPS coordinates and various predictors, e.g., satellite images, climatic time series, land cover, human footprint, etc., a participant/team must predict a set of species that should grow there. To do so, we provide observation data comprising approximately 5 million Presence-Only (PO) occurrences and around 90 thousand Presence-Absence (PA) survey records. For more info about the data, please see [the Data tab](https://www.kaggle.com/competitions/geolifeclef-2025/data).

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1518097%2Fae16d54c966f59fbd6cb7ec6095667fd%2FSDMs.jpg?generation=1738747729368695&alt=media)