AI RESEARCH
Spatiotemporal Interpolation of GEDI Biomass with Calibrated Uncertainty
arXiv CS.LG
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ArXi:2604.03874v1 Announce Type: new Monitoring deforestation-driven carbon emissions requires both spatially explicit and temporally continuous estimates of aboveground biomass density (AGBD) with calibrated uncertainty. NASA's Global Ecosystem Dynamics Investigation (GEDI) provides reliable LIDAR-derived AGBD, but its orbital sampling causes irregular spatiotemporal coverage, and occasional operational interruptions, including a 13-month hibernation from March 2023 to April 2024, leave extended gaps in the observational record.