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  # Dataset Card for PureForest
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  ## _PureForest_ in a nutshell
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- <hr style='margin-top:-1em; margin-bottom:0' />
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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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- <hr style='margin-top:-1em; margin-bottom:0' />
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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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  ```
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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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+
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  ## Dataset structure
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+
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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},