Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
The change of forest vertical structure influences the carbon, energy and water cycle in terrestrial ecosystems. Light detection and ranging (LiDAR) and synthetic aperture radar (SAR) have been applied for collecting forest vertical structure information. NASA’s Global Ecosystem Dynamics Investigation (GEDI) is a spaceborne LiDAR system, which measures the forest vertical structure and its change at global scale. In comparison with GEDI, ESA’s Sentinel-1 SAR satellites have regular revisit, longer operational lifespan and larger spatial coverage. On the one hand, detecting seasonal changes of forest vertical structures with GEDI has not been extensively investigated. On the other hand, the relationship between Sentinel-1 backscatter and GEDI canopy cover at given height is not clear yet. In this study, we firstly generated the time series of GEDI canopy cover profiles at landscape scale for two broadleaved forests and two coniferous forests in Germany. We then extracted the Sentinel-1 backscatter at all available GEDI acquisition dates. A regression analysis was finally performed to quantify the influence of vertical structure on backscatter. The results show layers between 10 m and 25 m have stronger seasonal change of canopy cover in broadleaved forests than coniferous forests. In broadleaved forests, canopy cover time series at 15-20 m layer height shows the strongest correlation with Sentinel-1 VV/VH time series. There is no significant correlation between canopy cover times series and backscatter time series in coniferous forests. This study provides new insights of monitoring the dynamics of forest vertical structure and understanding its influence on SAR backscatter.
Details
Original language | English |
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Article number | 21 |
Pages (from-to) | 1-5 |
Number of pages | 5 |
Journal | IEEE Geoscience and Remote Sensing Letters |
Volume | 21 |
Publication status | Published - 2024 |
Peer-reviewed | Yes |
External IDs
ORCID | /0000-0003-0363-9697/work/168206883 |
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ORCID | /0000-0003-1351-4214/work/168207841 |
Keywords
ASJC Scopus subject areas
Keywords
- Backscatter, Forests, GEDI, Laser radar, Measurement, Sentinel-1, Spaceborne radar, Time series analysis, forest vertical structure, temperate forests, time series