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Research Article
One Ecosystem 7: e79160
https://doi.org/10.3897/oneeco.7.e79160 (14 Feb 2022)
https://doi.org/10.3897/oneeco.7.e79160 (14 Feb 2022)
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Article metadata
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Introduction
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Material and methods
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Study Area
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Input dataset preparation
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Setting up U-Net model for island ecosystem type classification
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Model optimisation
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Model comparison
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Random Forest (RF)
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Support Vector Machine (SVM)
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Application of trained U-Net models for the island ecossytem type classification
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Results
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U-Net model performance
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Accuracy comparison
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Island ecosystem changes in Con Dao Island
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Discussion
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Comparison with formal networks/frameworks
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Improvement of island ecosystem type classification models
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Conclusions
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Acknowledgements
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References
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