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. 2023 Jan 12;5:963781. doi: 10.3389/frai.2022.963781

Table 1.

The variables recorded by the Alcalde weather station and used as features in the machine learning (ML) modeling.

Parameter Abbreviation Units
Average temperature TAVG.H °C
Maximum temperature TMAX.H °C
Minimum temperature TMIN.H °C
Instantaneous temperature TOBS.I °C
Average wind direction WDIRV.H 0–360°
Average wind speed WSPDV.H mph
Max. wind speed WSPDX.H mph
Average dew point DPTP.H °C
Average precipitation PRCP.H inches
Instantaneous relative humidity RHUM.I %
Average solar radiation SRADV Watts
Instantaneous soil temperature (~4 in.) STO.I-1 °C
Average saturated vapor pressure SVPV.H kPa

Each variable is reported at hourly intervals. Abbreviations for ML analysis and units are also included.