Different ensemble-based data assimilation (DA) approaches for palaeoclimate reconstructions have been recently undertaken. but no systematic comparison among them has been attempted. We compare an off-line and an on-line ensemble-based method. with the testing period being the 17th century. https://macorners.shop/product-category/acrylic-visor-clip/