Farmlands with smaller crop fields have higher within-field biodiversity

•Multi-landscape study of effects of farmland pattern on biodiversity in crop fields.•Seven taxa studied – birds, plants, butterflies, bees, syrphids, carabids and spiders.•Diversity and abundance of all taxa decline with increasing mean field size.•Field size effect is stronger than effect of area under cultivation.