Encoded DNA-based barcode labels; DNA-based encoded tags; encoded DNA-based barcodes for verification of food source, authenticity, and purity; DNA-based barcodes for item-level traceability of fresh produce, liquids and bulk goods; Computer hardware and software to generate, dispense, read, and translate unique DNA based codes and tag; laboratory and end-user apparatus and instruments for DNA analysis