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](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fairtemp.c232aca8.png&w=3840&q=75)
Air Temperature
![Air humidity](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fair_humidity.1ce812c5.png&w=3840&q=75)
Air humidity
![Air Pressure](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fair_pressure.e6783040.png&w=3840&q=75)
Air Pressure
![Rainfall Chances](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frainfall.bc3b46db.png&w=3840&q=75)
Rainfall Chances
![Rainfall amount](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frainfall_amount.4236d068.png&w=3840&q=75)
Rainfall amount
![Wind Speed](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwind_speed.ef3a3c03.png&w=3840&q=75)
Wind Speed
![Wind Direction](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwind_direction.1d8e7c60.png&w=3840&q=75)
Wind Direction
![Leaf Wetness](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fleaf_wetness.66ab2ef5.png&w=3840&q=75)
Leaf Wetness
![Sunshine hours](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fsunshine_hours.85b2e650.png&w=3840&q=75)
Sunshine hours
![Evapotranspiration](/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fevaporation.01ebb58f.png&w=3840&q=75)
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.