Only 12 of 36 CMIP6 models reproduce both daily Lamb weather type frequencies and their 24-hour transitions over the Iberian Peninsula when compared to ERA5, with the EC-Earth3 family performing best and models struggling more in central and southern areas.
Quarterly Journal of the Royal Meteorological Society , volume=
3 Pith papers cite this work. Polarity classification is still indexing.
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TTCD uses a non-stationary feature learner and reconstruction-guided distillation inside a transformer to infer contemporaneous and lagged causal graphs from non-stationary time series without strong noise assumptions.
The OWL-v2026 is a ~220 USD open-source logger that records six-axis IMU data at 208-416 Hz and GNSS data at 10 Hz with sub-10 ms UTC timestamp accuracy, validated for over 10 days of continuous operation at low power.
citing papers explorer
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Evaluating the performance of GCM trajectories using Weather Type frequencies for persistence and transitions: the Iberian Peninsula and Lamb classification
Only 12 of 36 CMIP6 models reproduce both daily Lamb weather type frequencies and their 24-hour transitions over the Iberian Peninsula when compared to ERA5, with the EC-Earth3 family performing best and models struggling more in central and southern areas.
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TTCD:Transformer Integrated Temporal Causal Discovery from Non-Stationary Time Series Data
TTCD uses a non-stationary feature learner and reconstruction-guided distillation inside a transformer to infer contemporaneous and lagged causal graphs from non-stationary time series without strong noise assumptions.
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OpenWaveLogger v2026 (OWL-v2026): an open source, low cost, easy to build, high performance logger for wave data measurements
The OWL-v2026 is a ~220 USD open-source logger that records six-axis IMU data at 208-416 Hz and GNSS data at 10 Hz with sub-10 ms UTC timestamp accuracy, validated for over 10 days of continuous operation at low power.