Historical-Weather-data-of-Goa-India

OpenML dataset with id 43409

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Full work available at URL: https://api.openml.org/data/v1/download/22102234/Historical-Weather-data-of-Goa-India.arff

Upload date: 23 March 2022

Dataset Characteristics

Number of features: 9 (numeric: 7, symbolic: 0 and in total binary: 0 )
Number of instances: 108,096
Number of instances with missing values: 0
Number of missing values: 0

Description

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 m2 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.

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