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This is a Quantitative Study study.

Land Use Change and Future Prediction in Banggai Islands Regency, Central Sulawesi, Indonesia

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Analysis maps LULC changes from 2002 to 2022 in Banggai Islands, suggesting sustainable policies for 2042.

LULC changes from 2002 to 2022 show significant increases in plantation land, open land, and settlements, impacting policies.
The Random Forest method on Google Earth Engine effectively maps and analyzes land use changes over two decades.
Predictions indicate continued growth of plantations and settlements by 2042, highlighting the need for effective spatial planning.
Spatial planning requires consideration of limitations and potential for residential, agricultural, and forest spaces.

Katili et al. (2025) studied this question.

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