研究目的
Investigating the potential of multi-temporal airborne lidar to estimate above-ground biomass (AGB) and carbon dynamics in Mediterranean woodlands, and to explore the impact of fire scenarios on carbon sequestration.
研究成果
The study demonstrates the effectiveness of multi-temporal lidar surveying for mapping woodland carbon fluxes and providing parameters for carbon dynamics models. It highlights the vulnerability of Mediterranean woodlands to climate change, particularly through increased fire frequency, which could significantly reduce carbon sequestration potential.
研究不足
The study acknowledges the challenges of multi-temporal lidar analyses due to variations in instruments and specifications between surveys. The accuracy of terrain and canopy models may be affected by lower point density in the 2006 survey. The simulation model does not account for landscape connectivity or ecophysiological factors affecting tree growth.
1:Experimental Design and Method Selection:
The study used multi-temporal airborne lidar data to estimate AGB and carbon dynamics in Mediterranean woodlands. Field calibration of lidar data was performed to generate grid-based maps of AGB for 2006 and
2:Sample Selection and Data Sources:
20 Field data were collected from plots within the Alto Tajo Natural Park in central Spain. Lidar surveys were conducted in 2006 and
3:List of Experimental Equipment and Materials:
20 Airborne lidar surveys were conducted using Optech ALTM-3033 in 2006 and Leica ALS050 in 2011. Field measurements included GPS coordinates, tree height, DBH, and crown diameter.
4:Field measurements included GPS coordinates, tree height, DBH, and crown diameter.
Experimental Procedures and Operational Workflow:
4. Experimental Procedures and Operational Workflow: Lidar data were processed to generate digital terrain models (DTM) and canopy height models (CHM). AGB was estimated using regression models based on lidar mean height.
5:Data Analysis Methods:
The study used robust regression to analyze AGB change and Bayesian inference to model AGB growth. A simulation model was developed to explore carbon dynamics under different fire scenarios.
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