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# Dataset Card for PureForest
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## _PureForest_ in a nutshell
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- Data from 449 distinct closed forests in 40, mostly southern, French departments
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- 135,569 patches (50m*50m), totalling 339km² of exploitable data.
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- A reference train/val/test split with class stratification
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- Data for each forest exclusively belongs to either the train, val, or test set.
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## Dataset structure
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## Citation
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<br>
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Please include a citation to the following article if you use the PureForest dataset:
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```
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@article{gaydon2024pureforest,
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title={PureForest: A Single-label Lidar Benchmark Dataset for Tree Species Classification},
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# Dataset Card for PureForest
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## _PureForest_ in a nutshell
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- Data from 449 distinct closed forests in 40, mostly southern, French departments
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- 135,569 patches (50m*50m), totalling 339km² of exploitable data.
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- A reference train/val/test split with class stratification
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- Data for each forest exclusively belongs to either the train, val, or test set.
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| Class | Train (%) | Val (%) | Test (%) |
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|-------|------------:|----------:|-----------:|
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**(0) Deciduous oak**|22.92%|32.35%|52.59%
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**(1) Evergreen oak**|16.80%|2.75%|19.61%
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**(2) Beech**|10.14%|12.03%|7.62%
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**(3) Chestnut**|4.83%|1.09%|0.38%
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**(4) Black locust**|2.41%|2.40%|0.60%
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**(5) Maritime pine**|6.61%|7.10%|3.85%
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**(6) Scotch pine**|16.39%|17.95%|8.51%
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**(7) Black pine**|6.30%|6.98%|3.64%
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**(8) Aleppo pine**|5.83%|1.72%|0.83%
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**(9) Fir**|0.14%|5.32%|0.05%
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**(10) Spruce**|3.73%|4.64%|1.64%
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**(11) Larch**|3.67%|3.73%|0.48%
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**(12) Douglas**|0.23%|1.95%|0.20%
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## Dataset structure
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## Citation
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Please include a citation to the following article if you use the PureForest dataset:
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```
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@article{gaydon2024pureforest,
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title={PureForest: A Single-label Lidar Benchmark Dataset for Tree Species Classification},
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