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 humidity
Air Pressure
Rainfall Chances
Rainfall amount
Wind Speed
Wind Direction
Leaf Wetness
Sunshine hours
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.