Improved Forest Signal Detection for Space-Borne Photon-Counting LiDAR Using Automatic Machine Learning

Author:

Zhang Bo1ORCID,Zhang Li1ORCID,Pang Yong2ORCID,North Peter3ORCID,Yan Min1ORCID,Ren Hongge1,Ruan Linlin1ORCID,Yang Zhenyu4,Chen Bowei1ORCID

Affiliation:

1. Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China

2. Institute of Forest Resource Information Techniques, Chinese Academy of Forestry, Beijing, China

3. Global Environmental Modelling and Earth Observation (GEMEO), Department of Geography, Swansea University, Swansea, U.K.

4. School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference38 articles.

1. Research progress of ICESat-2/ATLAS data processing and applications;xiaoxiao;Infrared Laser Eng,2020

2. ATLAS/ICESat-2 L2A global geolocated photon data, Version 5;neumann,2021

3. The Ice, Cloud, and Land Elevation Satellite-2 mission: A global geolocated photon product derived from the advanced topographic laser altimeter system;neumann;Remote Sens Environ,2019

4. ATLAS/ICESat-2 L3A land and vegetation height, Version 5;neuenschwander,2021

5. An automated statistical analysis approach to noise reduction for photon-counting lidar systems

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