PBLH Estimation from Satellite Radiances via a Dual-Encoder Transformer

arXiv:2609.28286 · cs.CV, cs.LG · Submitted 2026-09-23 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-23

Updated: 2026-09-23

Code: https://github.com/links-ads/pblh-transformer

Terminology

Transformer — 35× in this paper · explained in 2 episodes
Planetary Boundary Layer — 9× in this paper
Accuracy — 5× in this paper · explained in 1 episode
Benchmark — 3× in this paper · explained in 2 episodes
Ablation — 2× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Embeddings — 2× in this paper · explained in 2 episodes
Transfer Learning — 2× in this paper · explained in 10 episodes
AdamW Optimizer — 1× in this paper · explained in 1 episode
Conformal Prediction — 1× in this paper · explained in 5 episodes
Estimating the Planetary Boundary Layer Height — 1× in this paper
Generalization — 1× in this paper · explained in 13 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Spectral Signature — 1× in this paper · explained in 2 episodes
Transformer Architecture — 1× in this paper · explained in 2 episodes
Transformer Models — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes

Sources

The TEAMx Observational Campaign

Related papers