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martibosch/
barani-bias-correction

Name: barani-bias-correction
Availability: InStock

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Barani LCD Temperature Bias Correction

Radiation-based temperature bias correction model for the Barani low-cost device (LCD), trained on parallel measurements against the MeteoSwiss Zollikofen (BER) reference station (summer 2025).

Metrics

	Value
Training R² (EBM)	0.100
Best radiation window	300 min

Usage

python

from meteora.bias_correction import apply_bias_correction

cor_ts_df = apply_bias_correction(
    lcd_ts_df,
    ref_ts,  # pd.Series, pd.DataFrame or xr.Dataset with shortwave radiation
    "martibosch/barani-bias-correction",
    trusted=['interpret.glassbox._ebm._ebm.ExplainableBoostingRegressor', 'meteora.bias_correction.BestScaleRadiationTransformer'],
)

Files

model.skops: fitted scikit-learn pipeline (ExplainableBoostingRegressor + BestScaleRadiationTransformer)