BirdNET Geomodel V3.0.2

Geographic species occurrence model from the BirdNET project. Predicts which species are likely at a given location and time of year.

This Model was created by the BirdNET team and is maintained at https://github.com/birdnet-team/geomodel

It is provided under an MIT license.

Suggested citation:

@misc{birdnet-geomodel,
title={Spatiotemporal species occurrence prediction for post-filtering BirdNET acoustic detections},
author={Kahl, Stefan and Mauermann, Max and Lasseck, Mario and Wood, Connor and Klinck, Holger},
year={2026},
url={https://github.com/birdnet-team/geomodel}
}

This repository hosts the ONNX FP32 variant

Details/readme copied largely from https://huggingface.co/tphakala/BirdNET-Geomodel/

Model Details

Version: V3.0.2
Species: 12,012 across 5 animal classes
- Birds: 11,157
- Mammals: 1,087
- Insects: 566
- Amphibians: 540
- Reptiles: 11
Input: [latitude, longitude, week] as float32 (shape [1, 3])
- Latitude: [-90, 90]
- Longitude: [-180, 180]
- Week: BirdNET 48-week year (1-48, 4 weeks per month)
Output: 12,012 float32 species occurrence scores
Format: ONNX, FP16 precision
Size: 7.1 MB

Files

File	Description	Size
`birdnet-geomodel-v3.0-fp16.onnx`	BirdNET Geomodel v3.0 ONNX FP16	7.1 MB
`birdnet-geomodel-v3.0-fp32.onnx`	BirdNET Geomodel v3.0 ONNX FP32	14.7 MB
`BirdNET+_Geomodel_V3.0.2_Global_12K_Labels.txt`	Species labels (12,012 entries)

Labels format

Tab-separated: species_code, scientific_name, common_name

1032549	Petaurista albiventer	White-bellied Giant Flying Squirrel
zothaw	Buteo albonotatus	Zone-tailed Hawk

Line number corresponds to model output index (line 1 = index 0).

Source

Original model from birdnet-team/geomodel v3.0.2.

License

Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).

See MODEL_LICENSE.txt for full terms including prohibited uses (poaching, military applications).

Attribution: Powered by BirdNET.

Citation

If you use this model in publications or presentations, please cite:

Powered by BirdNET (https://birdnet.cornell.edu/)