A U-Net optimized with Determinant-based Mutual Information produces 10m oil palm maps for Malaysia and Indonesia 2020-2024 from noisy historical labels and Sentinel-2 data, reporting 60-71% accuracy against verified points and showing peak coverage in 2022 followed by decline.
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From Noisy Historical Maps to Time-Series Oil Palm Mapping Without Annotation in Malaysia and Indonesia (2020-2024)
A U-Net optimized with Determinant-based Mutual Information produces 10m oil palm maps for Malaysia and Indonesia 2020-2024 from noisy historical labels and Sentinel-2 data, reporting 60-71% accuracy against verified points and showing peak coverage in 2022 followed by decline.