Weather Models

We predict various parameters for microclimate around farms. Our weather models are 50% more accurate compared to global weather models like GFS and ECMWF. We have 30+ weather models predicting following parameters.
     Air Temperature

    Air Temperature

    Air humidity

    Air humidity

    Air Pressure

    Air Pressure

    Rainfall Chances

    Rainfall Chances

     Rainfall amount

    Rainfall amount

    Wind Speed

    Wind Speed

    Wind Direction

    Wind Direction

    Leaf Wetness

    Leaf Wetness

    Sunshine hours

    Sunshine hours

    Evapotranspiration

    Evapotranspiration

Fyllo weather models are machine learning based and are continuously retrained using ground data collected from our in-situ IoT devices and other sources.

Following are the major inputs to our models.

  • Statical Macro Climatic Weather models like GFS, ECMWF
  • Machine Learning weather models like GRAPH
  • Real time Data from on-field devices of Fyllo

Our weather models are divided into three categories:

  • NowCast models providing prediction for next few hours
  • Hourly models providing prediction for next 100 hours
  • Daily weather prediction models providing weather forecast for upto 15 days.
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