Supplementary materials for manuscript: “Near real-time agriculture monitoring at national scale at parcel

resolution: performance assessment of the Sen2-Agri automated system in various cropping systems around

the world”

Fig. S1. Characterization of the in situ dataset over each site, with the proportional areas of the different land cover classes covered by the cropland and non-cropland samples (left) and the proportional areas of the

different crop type classes covered by the cropland sample (right)

Mali

Ukraine

South Africa – Winter Grain Region

South Africa – Summer Grain Region

France, Occitanie

Madagascar, Antsirabé

Morocco, Tensift

Sudan, While Nile / South Sudan

Fig. S2. Per-pixel number of cloud-free land observations during the growing season in the S2 and L8 time series

Mali

Red squares refer to the 3 tiles mentioned in the Figure 8 of the manuscript

Ukraine

South Africa – Winter Grain Region

South Africa – Summer Grain Region

China, Shandong

France, Occitanie

Madagascar, Antsirabe

Morocco, Tensift

Sudan, White Nile / South Sudan

Fig. S3. Zoom on the end-of-season cropland masks generated at 10m without in situ data over the Chinese, Shandong local site (left) and Ukraine national site (right). White area represents the cropland while black

area represents the non-cropland.