Corn Feasibility Forecast

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Parcel-level AI feasibility module for corn planning

Corn Feasibility Forecast

Sânandrei Farm · Season 2026 (Apr–Sep)

2026 Prediction

Not Feasible

Low Feasibility
Model accuracy: 97.7% PatchTST + GRU

Historical feasible years

2

(2016, 2023)

Feasibility rate

17%

2 of 12 years

Predicted Apr–Sep rainfall

228 mm

vs. 350 mm threshold

Predicted longest dry spell (Jun–Aug)

24 days

vs. ≤ 20 days threshold

Corn Feasibility Map

Collectors, parcels & feasibility zones — Sânandrei

Not Feasible · 2026
Weather collector Feasible zone Not feasible zone Parcel 1 Parcel 2 Parcel 3 45.864875, 21.188378

Historical Feasibility by Year (2014–2025)

Feasible Not Feasible

Only 2 of the last 12 years met both rainfall and dry spell criteria: 2016, 2023.

Feasibility Criteria (AI Model)

Two parcel-level rules drive the 2026 corn feasibility score for Sânandrei.

Season rain (Apr–Sep)

Does not meet

Required: ≥ 350 mm total rainfall

228 mm predicted

122 mm below threshold

Longest dry spell (Jun–Aug)

Does not meet

Required: ≤ 20 consecutive dry days

24 days predicted

4 days over threshold

Meets threshold Near threshold Does not meet

2026 Predicted Conditions

Apr–Sep Rainfall
228 mm
Jun–Aug Rainfall
96 mm
Jul–Aug Rainfall
47 mm
Max Dry Spell
24 days
Decision
Not Feasible
Low Feasibility

Why this result?

  • Predicted Apr–Sep rainfall (228 mm) is below the 350 mm threshold required for reliable corn establishment.
  • The longest Jun–Aug dry spell (24 days) exceeds the 20-day limit, increasing moisture stress risk during critical growth.
  • Historical feasibility at this location is low (17% of years since 2014), with only 2016, 2023 meeting both criteria.

Suggested action

  • Monitor spring rainfall through May and reassess soil moisture before planting.
  • Consider drought-tolerant hybrids or alternative cereals if conditions remain dry.
  • Evaluate supplemental irrigation or delayed planting on exposed parcels.