1. Crop Production
   1. Crops for Animal Feed
      1. 6% of Food Emissions
   2. Crops for Human Food
      1. 21% of Food Emissions
         1. Quantum Computing to Optimize Site Specific Crop Management (SSCM) through Precision Farming
            1. Improving the quality of Tillage & Sowing Works & spotting the emergence of pests for best crop yield efficiency by analyzing multispectral imagery & phyto-geomorphological data captured.
            2. ~$24 million to ~$30 million
         2. Quantum Computing for Bio Tech / Genetic Engineering
            1. Accelerating the sustainable creation of meat & poultry from cells instead of animals
            2. ~$120 million to ~$140 million
            3. Accelerating the discovery of genetically modified seeds that are more adaptable to less optimal environments and more resilient to climate change & pests.
            4. ~$222 million to ~$235 million
2. Transportation
   1. 6% of Food Emissions
      1. Quantum Computing for the Vehicle Routing Problem with Capacity Constraints & Time Windows
         1. Land Route Optimization to minimize fuel consumption within necessary time demands & resource availability
            1. ~$79 million tp ~$85 million
3. Storage, Packaging & Retail
   1. 8% of Food Emissions
      1. Quantum Computing for Warehouse Management Optimization
         1. Improving warehouse processes through optimizing order route picking, batching and dynamic slotting strategies given product & storage space characteristics.
            1. ~$25 million to ~$33 million
4. Processing
   1. 4% of Food Emissions
      1. Quantum Computing for Job Scheduling - Robot Cycle & Path Optimization
         1. Optimizing the schedules of robots, automated technologies and humans within a manufacturing and industrial automation environment to maximize efficiencies and productivity
            1. ~$11 million to ~$18 million
5. Livestock & Fisheries
   1. 31% of Food Emissions
      1. Quantum Computing for
6. Land Use
   1. 24% of Food Emissions
      1. Quantum Computing for Crop Planning & Food Security
         1. Conducting multi-year simulation to understand how yield & GHG impact will evolve, treating land like a financial portfolio. Harnessing IOT data & factors like weather, soil structure, past yield results,etc.
            1. ~$126 million to ~$134 million
      2. Quantum Computing for safer pesticides
         1. Quantum Computing could help to provide a safe alternative to chemical pesticides by protecting crops without editing their genome
            1. ~$17 million to ~$28 million
      3. Quantum Computing to improve the sustainability of the production process for Synthetic Nitrogen Fertilizers
         1. Improve the Haber-Bosch Process for Nitrogen Fixation that creates Ammonia by finding a unique catalyst. It consumes ~1 to 2% of the world's annual energy levels & contributes to ~14% of the carbon footprint from food in the EU.
            1. ~$670 million to ~$700 million
7. Food Value Chain Component
   1. % Contribution to Overall Food Emissions
      1. Quantum Computing Opportunity
         1. Potential Value Unlockable
8. Legend