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This study explores the use of LiDAR and Landsat data to improve vegetation composition and structure mapping. Incorporating disturbance history enhances the accuracy of nearest neighbor mapping. The integration of LiDAR and Landsat data provides valuable insights into vegetation dynamics and ecosystem health.
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