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✌️ analyse weather heatmap and forecast weather in Singapore ☀️ ☔ ☁️ ⚡

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#Clear Sky

Project Clear Sky uses heatmap from weather.gov.sg to analyse and extract real-time information of the sky for further analysis and 10 min weather forecast.

Currently, weather.gov.sg provides a 2-hour weather forecasting for areas within Singapore.

But what if we can provide the people with answers to these example questions:

  • how big is the current rain that i am in?
  • should you continue to ride for motorist or should you get down to change to your raincoat?
  • Is the road wet at area X?
  • Is there rain at nearby area?
  • How long have area X been raining?
  • Is area X raining now?
  • Is the sky clear or dark at area Y now?

Potential Impact

  • Businesses who need weather information for supply chain management
  • Consumers and commuters who would wish to plan their journey
  • Drivers and riders who wish to plan their journey
  • Activity planning by schools, organisations and companies
  • Complement data on other data-driven project ie. was outcome A caused by weather like rain that day?

sky.rb

Sky.rb takes in a heatmap image and produces the pixel data of the heatmap.

rub sky.rb

mapper.rb

front-end

miner.rb

simple api - api_controller.rb

Modules required (Orbital Students, please take note)

  • extend sky.rb to extract and calculate the sky intensity
  • write a miner to retrieve more heatmaps from source
  • create an api to serve these information
  • build a front-end to display these information for demo or simple usage
  • write a mapper to map coordinate to pixel

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