3 papers
cs.LG2025
Hyperspectral Variational Autoencoders for Joint Data Compression and Component Extraction
Core Francisco Park, Manuel Perez-Carrasco, Caroline Nowlan +1
Geostationary hyperspectral satellites generate terabytes of data daily, creating critical challenges for storage, transmission, and distribution to the scientific community. We pr…
physics.ao-ph2025
Capability demonstration of a JEDI-based system for TEMPO assimilation: system description and evaluation
Maryam Abdi-Oskouei, Jérôme Barré
The launch of the Tropospheric Emissions: Monitoring of Pollution (TEMPO) mission in 2023 marked a new era in air quality monitoring by providing high-frequency, geostationary obse…
physics.ao-ph2025
High-resolution geostationary satellite observations of free tropospheric NO2 over North America: implications for lightning emissions
Ruijun Dang, Daniel J. Jacob, Huiqun Wang +13
Free tropospheric (FT) nitrogen dioxide (NO2) plays a critical role in atmospheric oxidant chemistry as a source of tropospheric ozone and of the hydroxyl radical (OH). It also con…