| layout | title | order |
|---|---|---|
page |
Tracking algorithms |
5 |
| Name | Spatial segmentation | Temporal linking method | Merging/splitting treatment | Programming language | Link |
|---|---|---|---|---|---|
| [PyFLEXTRKR]({{ site.baseurl }}/tracking_algorithms/pyflextrkr) | 2D detect-and-spread cold core: Tb<225K, spread to Tb < 241 K | Overlap (0.5) | Yes | Python | https://github.com/FlexTRKR/PyFLEXTRKR |
| [simpleTrack]({{ site.baseurl }}/tracking_algorithms/simpletrack) | Threshold-connectivity Tb<241K | Overlap (0.6) | Yes | Python | https://github.com/thmstein/simple-track |
| [TAMS]({{ site.baseurl }}/tracking_algorithms/tams) | Contour (polygon) Tb<241K | Overlap (0.5) | Yes | Python | https://github.com/knubez/TAMS |
| [DL + TempestExtreme]({{ site.baseurl }}/tracking_algorithms/dl_tempest_extreme) | Convolutional neural network (U-Net) Trained with PyFLEXTRKR data | Overlap (uses TempestExtremes) (0.5) | No | Python, C++ | https://github.com/mariajmolina/ML-extremes-mcs |
| [tobac]({{ site.baseurl }}/tracking_algorithms/tobac) | Water-shedding Tb<241K | Parcels, propagation speed | Yes | Python | https://github.com/tobac-project/tobac |
| [KFyAO]({{ site.baseurl }}/tracking_algorithms/kfyao) | Threshold-connectivity Tb<241K | Overlap and Kalman filter (0.15) | No | Matlab | |
| [MOAAP]({{ site.baseurl }}/tracking_algorithms/moaap) | 3D water-shedding | Overlap (one gridcell) | Yes | Python | https://github.com/AndreasPrein/MOAAP |
| [TOOCAN]({{ site.baseurl }}/tracking_algorithms/toocan) | 3D region growing (space + time) Tb dilation from 190 K to 241K, +2 K/step | Data | No | C | https://toocan.ipsl.fr/ |
| [TIMPS]({{ site.baseurl }}/tracking_algorithms/timps) | 2D detect-and-spread multi-thresholds with outer Tb<241K | Overlap (max overlap) | No | Python, C++ | |
| [ATRACKS]({{ site.baseurl }}/tracking_algorithms/atracks) | multi-thresholds with outer Tb<241K, Contour (polygon) Tb<241K | Overlap (0.25) | No | Python | https://doi.org/10.5281/zenodo.7025989 |