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@@ -23,7 +23,7 @@ dataset_info:
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  num_examples: 17707
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  download_size: 71413931655
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  dataset_size: 89573571543
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- license: cc-by-4.0
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  task_categories:
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  - image-classification
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  size_categories:
@@ -72,9 +72,18 @@ This dataset is indexed on https://project-agml.github.io/ as part of the AgML p
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  ## Citation
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  ```bibtex
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- <!-- TODO: add BibTeX citation -->
 
 
 
 
 
 
 
 
 
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  ```
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- <!-- TODO: add plain text citation -->
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- *This dataset was reformatted from its original format to match HuggingFace standards.*
 
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  num_examples: 17707
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  download_size: 71413931655
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  dataset_size: 89573571543
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+ license: agpl-3.0
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  task_categories:
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  - image-classification
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  size_categories:
 
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  ## Citation
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  ```bibtex
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+ @article{puliti2025benchmarking,
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+ title={Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR-species20K dataset},
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+ author={Puliti, Stefano and Lines, Emily R and M{\"u}llerov{\'a}, Jana and Frey, Julian and Schindler, Zoe and Straker, Adrian and Allen, Matthew J and Winiwarter, Lukas and Rehush, Nataliia and Hristova, Hristina and others},
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+ journal={Methods in Ecology and Evolution},
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+ volume={16},
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+ number={4},
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+ pages={801--818},
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+ year={2025},
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+ publisher={Wiley Online Library}
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+ }
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  ```
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+ Puliti, S., Lines, E., Müllerová, J., Frey, J., Schindler, Z., Straker, A., Allen, M. J., Lukas, W., Rehush, N., Hristova, H., Murray, B., Calders, K., Terryn, L., Coops, N., Höfle, B., Junttila, S., Krucek, M., Krok, G., Král, K., … Astrup, R. (2024). FOR-species20K dataset [Dataset]. In Puliti, S., Lines, E., Müllerová, J., Frey, J., Schindler, Z., Straker, A., Allen, M.J., Winiwarter, L., Rehush, N., Hristova, H., Murray, B., Calders, K., Terryn, L., Coops, N., Höfle, B., Krůček, M., Krokm, G., Král, K., Luck, L., Levick, S.R., Missarov, A., Mokroš, M., Owen, H., Stereńczak, K., Pitkänen, T.P., Puletti, N., Saarinen, N., Hopkinson, C., Torresan, C., Tomelleri, E., Weiser, H., Junttila, S., and Astrup, R. (2025) Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset. Methods in Ecology and Evolution, 00, 1–18. https://doi.org/10.1111/2041-210X.14503help (Vol. 00). Zenodo. https://doi.org/10.5281/zenodo.13255198
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+ *This dataset was reformatted from its original format to match HuggingFace standards.*