Classifying the Nunivak Island Coastline Using the Random Forest Integration of the Sentinel-2 and ICESat-2 Data

• Published in: Land
• Main Authors: Changda Liu, Jie Li, Qiuhua Tang, Jiawei Qi, Xinghua Zhou
• Format: Text
• Language: English
• Published: Multidisciplinary Digital Publishing Institute 2022
• Subjects: shore zone classification; ICESat-2; Sentinel-2; Google Earth Engine; random forest; The Sentinel; Nunivak; Nunivak Island
• Online Access: https://doi.org/10.3390/land11020240

Shore zone information is essential for coastal habitat assessment, environmental hazard monitoring, and resource conservation. However, traditional coastal zone classification mainly relies on in situ measurements and expert knowledge interpretation, which are costly and inefficient. This study cla...