How We Map Fruit Journeys
How public agricultural and shipping records turn 4-digit produce stickers into complete farm-to-table journeys.
The Missing Link: How Fruit Gets to Your Store
Global food supply chains run on internal shipping barcodes and logistics feeds that are rarely shared with everyday shoppers. While safety regulations require commercial shippers to log records, these files are kept inside corporate databases.
Consumers standing in the grocery aisle have only three clues:
- The Fruit & PLU Code: (e.g. 4016 Red Delicious, 4046 Hass Avocado, 94011 Organic Cavendish).
- Country/Region of Origin: Displayed on the sticker or shelf sign.
- Store Location: The supermarket chain and city where you are shopping.
OrchardSnacks bridges this gap by connecting sticker codes, verified origin regions, and grocery delivery networks into realistic, transparent journeys.
The Three-Layer Open Data Architecture
USDA Specialty Crops Market News & AMS Reports
The USDA publishes daily shipping-point volumes, terminal market arrivals, and import crossings (e.g., volume of Hass avocados entering via Nogales, AZ vs. Pharr, TX). This establishes the deterministic baseline of seasonal harvest windows and port-of-entry volumes.
US Customs Waterborne Cargo Records
Ocean shipping records document commercial fruit shippers, carrier lines, ports of departure (e.g., Valparaíso, Chile; Callao, Peru; Guayaquil, Ecuador), and arrival ports (e.g., Philadelphia, Long Beach, Wilmington). This allows our engine to accurately map ocean shipping corridors and transit times.
Grocery Hub-and-Spoke Regional Distribution Centers (RDCs)
Major supermarket chains (H-E-B, Kroger, Whole Foods, Trader Joe's, Walmart, Publix) operate fixed regional distribution centers. Produce follows deterministic hub-and-spoke routes from port or border crossing to the servicing RDC, where ripening conditioning occurs before local store delivery.
Global Logistics Emissions Council (GLEC) Framework v2.0
Logistics emissions are modeled per short ton-mile for refrigerated cargo:
- Containerized Ocean Reefer: 24 g CO₂e / ton-mile (high thermal efficiency per unit mass across bulk ocean voyages).
- Class 8 Refrigerated Diesel Truck: 175 g CO₂e / ton-mile (accounting for diesel transport refrigeration units).
- Air Freight: 780 g CO₂e / ton-mile (used as a benchmark to demonstrate maritime shipping efficiency).
World Resources Institute (WRI) Aqueduct 4.0 Integration
Each agricultural basin is scored on a 1.0 to 5.0 scale using WRI Aqueduct baseline water stress and groundwater depletion layers. This highlights regional realities such as the multi-decade mega-drought in Chile's Petorca avocado valley and the groundwater overdraft of California's Central Valley.
The 6 Perennial Crop Classes
Unlike annual field crops (such as corn, wheat, and lettuce) that are planted and tilled each season, orchards focus on woody, perennial plants that require multi-year root system establishment, winter chilling hour accumulation, and specialized harvesting machinery:
Apples, European & Asian Pears, Quince. Core-bearing fruits with high controlled-atmosphere storage resilience.
Peaches, Nectarines, Cherries, Plums, Apricots. Fragile cold chains sensitive to chilling injury between 36°F and 46°F.
Navel/Valencia Oranges, Lemons, Limes, Grapefruit. Non-climacteric crops requiring 45°F-52°F curing and degreening.
Almonds, Walnuts, Pecans. Shaker-harvested, field-dried seeds with multi-month shelf stability and strict pasteurization.
Blueberries, Table Grapes, Blackberries, Raspberries. Trellised vines and perennial bushes with sulfur-pad protection.
Avocados, Mangoes, Figs, Persimmons, Papayas. Subject to USDA APHIS Hot Water Dip quarantine rules.