Fields Don't Fail Overnight.
Risk Builds Quietly.
Data Reveals How to Act.
A data story about crop health, risk, and yield in the Netherlands.
The Baseline Reality
Before we can improve, we need to see clearly where we stand.
of plants show signs of being unhealthy
of farmland has at least one sub-optimal factor
Weather is not neutral.
Extreme conditions carry a measurable penalty.
Dry Conditions
Moderate stress on crops
Very Wet Conditions
Severe impact on yield
Wet extremes hurt more than dry extremes.
Risk Distribution
How risk factors correlate with yield.
No risk factors still isn't the majority.
One risk factor becomes the norm.
Two factors: productivity drops sharply.
At 3 factors, we enter urgent territory.
4 factors is rare, but extremely costly.
Fields by Risk Count (%)
Productivity by Risk Level
Loss is measurable. So is recovery.
See what's at stake—and what's possible.
Potential Recovery Path
One factor dominates.
Understanding what drives productivity helps focus your efforts.
Correlation: 0.390 — Risk count alone explains over half of productivity variation.