Author name: Robin Young, Srinivasan Keshav

Neural Processes Maintain Calibrated Biomass Estimates Across Spatiotemporal Gaps and Disturbance

Robin Young, Srinivasan Keshav / April 14, 2026

arXiv:2604.03874v2 Announce Type: replace
Abstract: Monitoring deforestation-driven carbon emissions requires both spatially explicit and temporally continuous estimates of aboveground biomass density (AGBD) with calibrated uncertainty. NASA’s Global …

cs.CE, cs.LG

Spatiotemporal Interpolation of GEDI Biomass with Calibrated Uncertainty

Robin Young, Srinivasan Keshav / April 7, 2026

arXiv:2604.03874v1 Announce Type: new
Abstract: Monitoring deforestation-driven carbon emissions requires both spatially explicit and temporally continuous estimates of aboveground biomass density (AGBD) with calibrated uncertainty. NASA’s Global Ecos…