Retrieving crop fractional cover and LAI based on airborne Lidar data. [J]. Journal of Remote Sensing 15(6):1276-1288(2011) DOI: 10.11834/jrs.20110395.
Retrieving crop fractional cover and LAI based on airborne Lidar data
Light detection and ranging(Lidar) point cloud data contains the information of the 3D coordinate and intensity
which can be applied to acquire the height of crown
fractional cover etc.in high-statue vegetation
such as the forest.Meanwhile
with the improvement of data storage capacity and processing speed
small footprint airborne Lidar is able to store the entire reflected waveform through digitally sampling
which expands the application of Lidar.However
the methods used in forest are not suitable for shrubs
crops and other low canopies.In this paper
we choose the cron as the study object
and propose a crop fractional cover and leaf area index(LAI) retrieval method using airborne Lidar intensity of ground hits and the distance and zenith angle information contained in waveforms data.Relevant fight experiment and ground measurements in Heihe indicate that the method is reliable
and the experiment also validates the great potential for Lidar to be applied to monitor low natural vegetation in agriculture.
Institute of Forest Resource Information Techniques, Chinese Academy of Forestry
Key Laboratory of Forestry Remote Sensing and Information System of National Forestry and Grassland Administration
College of Artificial Intelligence, Beijing Normal University
State Key Laboratory of Remote Sensing Science, Beijing Normal University
Beijing Engineering Research Center for Global Land Remote Sensing Products, Institute of Remote Sensing Science and Engineering, Faculty of Geographical Science, Beijing Normal University