Precision Agriculture Yield Optimization

AI ↔ AI

Soil analysis, weather prediction, crop modeling, and irrigation scheduling for optimal yield.

5 nodes · 5 edgesagriculture

agentapisystem

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Soil Analysis Agentagent

Process soil sensor data for pH, nitrogen, phosphorus, and moisture levels.

↓sequential→ Crop Model Agent

↓parallel→ Weather Prediction Agent

Weather Prediction Agentagent

Forecast 10-day precipitation, temperature, and humidity for field zones.

↓parallel→ Crop Model Agent

Crop Model Agentagent

Simulate crop growth stages using soil and weather inputs to estimate yield.

↓sequential→ Irrigation Scheduler

Irrigation Scheduleragent

Compute optimal watering schedule to minimize water use while maximizing yield.

↓sequential→ Yield Forecast Report

Yield Forecast Reportagent

Generate field-by-field yield forecast with recommended interventions.

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uc-yield-optimization.osop.yaml

osop_version: "1.0"
id: "yield-optimization"
name: "Precision Agriculture Yield Optimization"
description: "Soil analysis, weather prediction, crop modeling, and irrigation scheduling for optimal yield."

nodes:
  - id: "soil_analysis"
    type: "agent"
    subtype: "worker"
    name: "Soil Analysis Agent"
    description: "Process soil sensor data for pH, nitrogen, phosphorus, and moisture levels."

  - id: "weather_predict"
    type: "agent"
    subtype: "llm"
    name: "Weather Prediction Agent"
    description: "Forecast 10-day precipitation, temperature, and humidity for field zones."

  - id: "crop_model"
    type: "agent"
    subtype: "llm"
    name: "Crop Model Agent"
    description: "Simulate crop growth stages using soil and weather inputs to estimate yield."

  - id: "irrigation_schedule"
    type: "agent"
    subtype: "planner"
    name: "Irrigation Scheduler"
    description: "Compute optimal watering schedule to minimize water use while maximizing yield."

  - id: "yield_report"
    type: "agent"
    subtype: "llm"
    name: "Yield Forecast Report"
    description: "Generate field-by-field yield forecast with recommended interventions."

edges:
  - from: "soil_analysis"
    to: "crop_model"
    mode: "sequential"
  - from: "weather_predict"
    to: "crop_model"
    mode: "parallel"
  - from: "soil_analysis"
    to: "weather_predict"
    mode: "parallel"
  - from: "crop_model"
    to: "irrigation_schedule"
    mode: "sequential"
  - from: "irrigation_schedule"
    to: "yield_report"
    mode: "sequential"

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