As a common noun
田边 (tiánbiān) just means 'edge of a rice/crop field'. As a proper noun it transliterates the Japanese surname Tanabe (
田辺), which is why it shows up frequently in Chinese news referencing Japanese individuals or companies (e.g.
田边制药 Tanabe Pharma).