Issues with hydroponic vegetable shelf life usually come from harvest heat, excess surface moisture, bruising, immature or overmature picking, and storage conditions that do not match the crop. Leafy greens lose crispness when they are harvested warm and sealed while wet, while tomatoes, cucumbers, and peppers may soften after chilling or rough handling.