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Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors

arXiv:2605.05520v2 Announce Type: replace Abstract: Commercial Microwave Links (CMLs) offer dense spatial coverage for rainfall sensing but produce path-integrated measurements that make accurate ground-level reconstruction challenging. Existing methods typically oversimplify CMLs as point sensors and neglect line integration relating rainfall to signal attenuation, resulting in degraded performance under heterogeneous precipitation. In this work, we view rain field reconstruction as a...

arXiv CS 9d ago

NASA's INCUS mission on road to launch, study storms from space

NASA's INCUS mission on road to launch, study storms from space Gaby Clark Scientific Editor Robert Egan Associate Editor Teams working on NASA's INCUS (Investigation of Convective Updrafts) mission, the first space-based survey of the dynamics of tropical convective storms, have completed assembly and tested two of the mission's small satellites, or SmallSats. Testing continues on the third SmallSat and is scheduled for completion no earlier than September ahead of a 2027 launch. The three...

Phys.org 1d ago

Commercial LPG crunch disrupts rail catering, IRCTC uses induction stoves

The Middle East crisis has hit the way Indian Railways prepares its meals for trains. A sharp shortage of commercial LPG cylinders has prompted the Indian Railway Catering and Tourism Corporation (IRCTC) to restart onboard meal preparation in moving trains. The practice had been discontinued several years ago.

Times of India 1d ago