Lidar
Tundra Biome Research Methods and Approaches
Wetlands Mapping
Forest Canopy Research
Permafrost Thawing Study
Tundra Biome Research Methods and Approaches 
LiDAR Mapping LiDAR (Light Detection and Ranging) mapping is a high-resolution technique that uses laser pulses to create detailed 3D maps of the Tundra terrain
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Wetlands Mapping 
Remote sensing techniques, such as satellite imagery and
LiDAR (Light Detection and Ranging), can provide valuable data on wetland characteristics from a large spatial scale
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Forest Canopy Research 
Technologies such as
LiDAR (Light Detection and Ranging) and satellite imaging provide valuable information on canopy dynamics and biodiversity
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Permafrost Thawing Study 
Remote sensing techniques, such as satellite imagery and
LiDAR (Light Detection and Ranging), allow researchers to assess large-scale changes in permafrost extent and surface characteristics
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