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@@ -107,10 +107,10 @@ Due to severe class imbalance (most pixels are no-change), evaluation requires:
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  ## Citation
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  If you use this dataset, please cite:
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  ```bibtex
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- @article{brock2024forestchat,
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  title={Forest-Chat: Adapting Vision-Language Agents for Interactive Forest Change Analysis},
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  author={Brock, James and Zhang, Ce and Anantrasirichai, Nantheera},
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- journal={Ecological Informatics},
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  year={2026}
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  }
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  ## Citation
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  If you use this dataset, please cite:
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  ```bibtex
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+ @article{brock2026forest,
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  title={Forest-Chat: Adapting Vision-Language Agents for Interactive Forest Change Analysis},
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  author={Brock, James and Zhang, Ce and Anantrasirichai, Nantheera},
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+ journal={arXiv preprint arXiv:2601.14637},
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  year={2026}
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  }
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