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🌾 Digital Twin

AquaCrop Digital Twin
Yield & Water Simulation

FAO AquaCrop model adapted for Bangladesh varieties (BRRI dhan47, BR11, BINA dhan-24). Predicts yield, water use and stress scenarios — validated against satellite NDVI observations.

Live Example — Surkhali Union, Batiaghata, Khulna

AEZ-13 Saline Coastal Zone · Boro Rice (BRRI dhan47) · Rainfed · 2026 season

5.80 t/ha

Simulated Yield

+18.4%

vs District Average

653 mm

Seasonal ET

0.89 kg/m³

Water Use Efficiency

77 / 100

Field Health Score

95 / 100

Model Confidence (A+)

AquaCrop 16-panel digital twin dashboard

16-panel AquaCrop dashboard — crop growth · water balance · yield trajectory · risk indicators · scenario matrix · satellite-vs-simulation validation

What makes it Bangladesh-ready

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Local Variety Library

BRRI dhan47, BR11, BR22, BINA dhan-24, jute, potato — with equivalence scaling from base FAO crops.

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Coastal Salinity Aware

Handles saline clay loam soils (AEZ-13), tidal water balance, and salt-tolerant variety selection.

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Satellite Validated

Model output cross-checked against real Sentinel-2 NDVI — RMSE + bias reported per season.

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16-Scenario Matrix

Best case · worst case · irrigation trials · flood/salinity/drought with yield-loss quantification.

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Multi-Source Confidence

Weather (25%) + Satellite (25%) + Soil (20%) + Calibration (15%) + Convergence (15%) score.

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Audience Targeting

Government · Farmer · Research · Insurance profiles — each with tailored health scoring weights.

Real-World Decisions It Answers

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Should I irrigate now?

+50 mm supplemental irrigation → yield delta forecast per scenario.

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What if a cyclone floods my field?

7-day submergence scenario shows up to 84% yield loss — deploy combine harvesters NOW.

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Is my variety salt-tolerant enough?

Soil salinity 6.0 dS/m + BRRI dhan47 tolerance → variety choice validated.

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When to harvest?

DAP + peak canopy cover + validated GDD → optimal harvest window.

🌾 Request an AquaCrop Simulation

Full digital-twin simulation with 8-band satellite validation. Free for pilot deployments with BADC, BWDB, DAE and research institutions.

Request Simulation →