Dataset: Historical Weather Data Of Goa, India

About this Dataset

Historical Weather Data Of Goa, India

Context

I am currently building a short term (one-day ahead) electric load forecasting model for Goa. A good chunk of it is domestic household load. Temperature and Humidity can be used to estimate the heat index which can be used as one of the input variables for the model. Hence, future temperature and humidity predictions are essential.

Content

Contains following data from 01 July'16 - 31 July'19 with 15 minute resolution

Temperature (K);Temperature at 2 m above ground
Relative humidity (%);Relative humidity at 2 m above ground
Pressure (hPa);Pressure at ground level
Wind speed (m/s);Wind speed at 10 m above ground
Wind direction (deg);Wind direction at 10 m above ground (0 means from North 90 from East...)
Rainfall (kg/m2);Rainfall mass density per m^2 area
Short-wave irradiation (Wh/m2);Surface incoming shortwave irradiation (broadband)

Acknowledgements

Data downloaded from:
http://www.soda-pro.com/web-services/meteo-data/merra

Provider:
National Aeronautics and Space Administration (NASA) / Goddard Space Flight Center

More information at;
http://gmao.gsfc.nasa.gov/reanalysis/MERRA-2

Licenses:
http://www.soda-pro.com/documents/10157/326300/CAMS-data-license.pdf
http://www.soda-pro.com/documents/10157/326300/SoDa-license.pdf

Inspiration

Future prediction of humidity and temperature using the available past data.

Tables

Weather

@kaggle.nitinsss_goa_india_weather_data.weather

1.91 MB
108096 rows
9 columns


CREATE TABLE weather (
  "date" VARCHAR,
  "ut_time" VARCHAR,
  "temperature_k" DOUBLE,
  "relative_humidity" DOUBLE,
  "pressure_hpa" DOUBLE,
  "wind_speed_m_s" DOUBLE,
  "wind_direction" DOUBLE,
  "rainfall_kg_m2" DOUBLE,
  "short_wave_irradiation_wh_m2" DOUBLE
);