SmartScript™

Digital targeted spraying for weed control

DescriptionOverview of the initiative and its approach.

SmartScript™ is a digital agronomic solution that transforms in-season crop and weed maps into variable-rate (VRA) herbicide prescriptions. The platform divides fields into management zones based on weed pressure and canopy conditions and assigns appropriate herbicide rates or treatments to each zone. The solution helps focus on weed control inputs where they are needed most and reduces the need for blanket applications across entire fields.

TechnologyTechnology used by the initiative.

  • Artificial intelligence (AI)
  • Big data
  • Cloud
  • Desktop/web-based application
  • Drone
  • GIS
  • GPS
  • Artificial intelligence (AI)
  • Remote sensing
  • Sensor

SmartScript™ uses high-resolution remote sensing imagery and data analytics to map weed pressure within crop fields and convert these patterns into machine-readable prescription files. The platform processes data from drones and other imaging sources through cloud-based analytics and artificial intelligence or machine learning models to detect weeds, separate crop from background and characterize within-field variability. The system then generates zone maps and variable-rate application (VRA) layers in formats compatible with modern sprayers and rate controllers, enabling site-specific herbicide application guided by detailed weed maps.

TargetUsers, groups, or communities targeted by the initiative.

  • Farm advisors
  • Large size farms
  • Medium size farms
  • Private sector

SmartScript™ targets medium and large farms, farm advisors seeking to implement precision weed management strategies, as well as agronomy service providers and private sector retailers who deliver imaging and prescription services.

Business modelHow the initiative delivers and sustains its value.

  • Fee for service
  • Subscription

SmartScript™ is offered as a commercial digital agriculture service within Sentera’s portfolio. Prescriptions are usually purchased as a fee-for-service or subscription-based offering linked to field area or number of acres covered, although detailed pricing structures are not specified in public sources.

ImpactThe observed or intended effects of the initiative.

SmartScript™ aims to support more precise herbicide use which can lower overall chemical use and application costs while maintaining or improving weed control. The solution also contributes to better production outcomes by enabling more consistent crop stands and reduced competition from weeds.

PartnersOrganizations and stakeholders involved in the initiative.

Chandler Co-op; John Deere Operations Center

Four BettersThe FAO Four Betters supported by the initiative.

  • Better production
  • Better environment

Sustainable Development GoalsSustainable Development Goals associated with the initiative.

  • SDG 2: Zero hunger
  • SDG 8: Decent work and economic growth
  • SDG 9: Industry, innovation, and infrastructure
  • SDG 12: Responsible consumption and production
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Source: FAO AgriTech Observatory

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Source: FAO AgriTech Observatory

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