Agri-tech Simulation Template

Plant Yield & Quality Simulator

Adjust water, nutrients, and growing conditions to see how plant condition and final output change across the season.

Step 1

Build the scenario

Adjust plant inputs, review climate stress, and run the simulation when the scenario is ready.

Start the simulation

Simulation controls

Changing any input below resets the scenario. Press Run whenever you want to simulate the updated setup.

Current scenario loaded. Adjust inputs and press Run when you want to simulate changes.

Tune the plant

Water and nutrients

Adjust the main agronomic levers first. These shape plant growth, site retention, output quality, and final yield.

Water (H2O) 58 mm

Lean irrigation Heavy irrigation

Nitrogen (N) 42 kg/ha

Low feed High feed

Phosphorus (P) 26 kg/ha

Low support High support

Potassium (K) 46 kg/ha

Light finishing Heavy finishing

Fine-tune the season

Climate and stress

Use weather conditions to stress-test plant response after the main agronomy is set.

Temperature 21 C

Cool Hot

Humidity 72%

Dry air Heavy moisture

Wind velocity 9 km/h

Still Windy

Rain 14 mm

Dry spell Stormy

Solar radiation 7.2 MJ

Cloudy Bright

Step 2

Watch cause become outcome

The canvas shows the logic from left to right: inputs shift first, the plant responds next, and final output settles last.

1 Inputs shift

Water, nutrients, and weather intensity change first.

2 Plant reacts

Growth, structure, and maturity respond next.

3 Yield outcome lands

Size mix, quality, loss, and class settle last.

Resource conditions

Plant condition

Yield outcome

Resource match 82

Irrigation and nutrient balance are close to the demand curve.

Canopy vigor High

Canopy energy is supporting strong stem growth and site retention.

Quality signal 68 / 100

Quality and size are aligned for a stronger final result.

Stress drag 18%

Environmental drag remains manageable this week.

Plant condition

The state behind the final result

NDVI 0.82 Canopy signal

Maturity level 71% Development stage

Expert detail

Internal plant state

Energy score73

Load ratio0.94

Stems / m12.8

Total sites215

Sites / cluster6.3

Step 3

Read the result in order

Start with the overall result, then read quality and size mix to understand the output profile.

Decision summary

Premium

Composite score 78

Output quality and size mix are strong, with some room to reduce loss.

Final outcome

What teams read first

Quality index 68 Higher is better

Yield loss 11% Lower is better

Output size mix

Large, medium, and small output

Viable output profile

Large units 38% Large output share

Medium units 41% Core output share

Small units 21% Smaller output share

Why the result moved

Input balance is supporting strong plant performance.

Water, nutrient timing, and moderate weather are supporting plant vigor first, then moving the result toward better quality and larger output.