研究目的
Investigating the possibility to use LiDAR derived AGB to find the two parameters of the fit line between SAR tomography and tropical forest biomass.
研究成果
The results support the idea that LiDAR and SAR Tomography could greatly benefit each other in the context of future spaceborne missions for accurate AGB maps.
研究不足
The study is preliminary and the linear relationship might vary for different tropical forests. The saturation problem emerges at higher AGB levels.
1:Experimental Design and Method Selection:
The study uses SAR tomography and LiDAR data to investigate the relationship between SAR tomography and tropical forest biomass.
2:Sample Selection and Data Sources:
Data from the TropiSAR campaign in French Guiana, including SAR data, LiDAR data, and in-situ measurements from sixteen plots.
3:List of Experimental Equipment and Materials:
P-band SAR system, LiDAR system.
4:Experimental Procedures and Operational Workflow:
SAR back-projection algorithm was used for TomoSAR imaging, phase calibration was implemented.
5:Data Analysis Methods:
Linear relationship between tomographic power and AGB was built and validated by comparing to in-situ measurements.
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