Knowledge base · Disease risk

Disease risk from the weather, with the source attached

FairGrow works out for each field whether the weather gives a disease or pest a chance. Every signal follows a published model, and you can see which one.

Step 1Your weatherHourly values for your field: temperature, humidity and rain.
Step 2Wet hoursHow long the leaves stayed wet, and at what temperature.
Step 3The modelA threshold from the scientific literature, per crop and per disease.
Step 4The signalGreen, orange or red, for the past 48 and the next 72 hours.
From weather to signal

A fungus waits for wet leaves

A fungus only infects when the leaves stay wet long enough at the right temperature. FairGrow counts those hours for your field: the past 48 and the next 72. If the total passes the model’s threshold, the signal turns orange or red.

  • With the values attached: how many wet hours, at what temperature.
  • With the source attached: the publication the threshold comes from.
  • Per field and per crop, not one signal for the whole region.

How the model counts

Illustration: the Hutton rule for late blight
Day 1Day 2 Tmin 11°Tmin 12° 7 h ✓ 8 h ✓ 06121823 hour with 90% humidity or more signal
Two days in a row with at least 10 °C and at least six hours of 90% humidity or more: then the late blight signal turns red.
The models

Twelve disease models, per crop

Each model comes from the scientific literature and was built for one disease on one crop. If a disease has no model of its own, FairGrow falls back on Magarey’s general infection model, with parameters for about 50 pathogens. The signal says so when that happens.

CropDiseaseModel and source
Potato, tomatoLate blightHutton (2017), Smith (1956), Wallin (1962)
PotatoEarly blightP-days, Sands et al. (1979)
TomatoEarly blightTOMCAST, Madden et al. (1978)
AppleScabRevised Mills table, MacHardy & Gadoury (1989)
Sugar beetCercospora leaf spotWolf & Verreet (2005)
GrapeDowny mildew3-10 rule (Baldacci 1947), spore model Brischetto et al. (2021)
StrawberryGray mold, anthracnose fruit rotBulger et al. (1987), Wilson et al. (1990)
Other cropsIncluding septoria, rusts and moniliniaGeneral infection model, Magarey et al. (2005)
Insects

Insects follow the warmth

Codling moth, carrot fly and cabbage root fly emerge once enough warmth has built up. FairGrow counts the degree days from the start of the season and shows when the flight begins. That way you set traps and checks at the right moment.

  • Codling moth (apple, pear): first flight at 151 degree days above 10 °C, counted from January 1.
  • Carrot fly: 260 degree days above 5 °C, counted from March 1.
  • Cabbage root fly: 210 degree days above 4 °C, counted from March 1.

Warmth adds up

Illustration: degree days above 4 °C from March 1
MarAprMayJunJul 0210 cabbage root fly: first flight °Cd
Every day, the temperature above the threshold adds up. When the mark is reached differs by year and by place, which is why FairGrow calculates it for your field.
In FairGrow

Where you see it

DashboardPest and disease risk

A card with the signal per field. On orange or red it shows how many products are authorized in your country for this crop against this disease, with a link to the product check.

Crop recordsRisk signals

Per field the signal, the underlying values, the source and a 14-day strip. With the seen or not seen buttons you tell us whether it was right.

AlertsEmail and Telegram

On orange or red a message if you want one, at most one per field per day.

Honestly

What it is not

  • Not a spray recommendation. It is a risk signal. The label and your own observation come first.
  • Leaf wetness is calculated, not measured. FairGrow estimates it from humidity and rain.
  • Tested elsewhere. Most models come from the US, the UK, Italy and Norway. Their thresholds were tested there, not on your farm. That is why your seen or not seen reports count.

Do you grow grapes? How we adopted and calibrated the spore model for downy mildew is explained on the page about the spore model.

Questions

Short answers

Do I need a leaf wetness sensor?

No. The models use the hourly forecast and the weather history for your field. If there is a temperature and humidity sensor within 250 meters, FairGrow uses those readings as well.

Which weather do the models use?

The hourly forecast from Open-Meteo and the ERA5 reanalysis for the past days. How reliable such a forecast is, you can read on the page about the verified forecast.

Will I get an alert?

If you want one, by email or via Telegram. Only on orange or red, and at most once per field per day.

Is this a spray recommendation?

No. The signal says the weather made an infection possible. Whether you act, and with which product, is your decision. Which products are authorized you can see under crop protection.

Status: October 13, 2026. The models and thresholds on this page come from the platform itself. More about what FairGrow does and what is coming: everything FairGrow does.
Keep exploring

Related guides

Downy mildew sporangia modelHow FairGrow predicts downy mildew in vineyards with the sporangia model of Brischetto et al. (2021),Read the guide →Crop protection: may this product be used here, on this crop, against this pest?A product authorised in the Netherlands is not thereby authorised in Belgium or Germany. Not evenRead the guide →EPPO codes: one key for every plant and pestBuxusmot, pyrale du buis, Buchsbaumzünsler, box tree moth. Four names, one insect. As long as youRead the guide →Nine weather sources side by side for your fieldFairGrow takes the weather for your field from nine sources. Which ones they are, which modelRead the guide →Bees and cropsFor each crop: how much of the yield depends on pollinators, which bee species visit theRead the guide →

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