Temperature In Vnukovo According To NOAA

This dataset contains hourly and sub-hourly weather observations from NOAA NCEI Integrated Surface Dataset (ISD) for Vnukovo Airport, Moscow, Russia.

The data covers station 27518599999, named VNUKOVO, RS, with the ICAO call sign UUWW. The available period in this dataset is from 2010-01-01 00:00:00 to 2025-08-24 21:30:00.

Each row represents a surface weather observation recorded at the station. The dataset includes timestamped meteorological fields such as air temperature, dew point, wind, visibility, sea-level pressure, ceiling information, report type, quality control indicators, and the original METAR report text.

The main temperature field is TMP, which follows the NOAA ISD encoded format. It contains the observed air temperature and its quality flag. Temperature values should be parsed before modeling: the numeric value is stored in tenths of degrees Celsius, while missing values and quality flags should be handled according to the NOAA ISD documentation.

This dataset can be used for time series analysis, weather forecasting, feature engineering, anomaly detection, climate pattern exploration, and daily maximum temperature estimation based on hourly observations.

Important notes:

• Timestamps are provided in the NOAA observation time format.
• Raw ISD fields may contain encoded values, missing-value markers, and quality flags.
• The dataset should be cleaned and parsed before direct use in machine learning models.
• For daily maximum temperature tasks, the hourly TMP values can be grouped by date and aggregated using the maximum valid temperature value for each day.