earth-report-the-lattice-and-show-the-field

# Earth: report the stratified lattice, and show the field it came from Before designing anything, read the archive's own layout: directory names, filename tokens, categorical columns, coordinate dimensions. Those are the axes the data distinguish, and in this field they are mandatory reporting axes rather than optional cuts. Deliver every headline quantity as a per-stratum table or small-multiple panel over the full cross-product the data support (method x sub-region, variable x level x lead, scenario x class, epoch x unit), each stratum carrying its own uncertainty, plus a total or global row. A pooled aggregate alone reads as the analysis never having been done. Pair every skill, risk or change number with the spatial field that produced it: a map at the data's native resolution per scenario, period or lead time, plus zoomed regional panels over each place your result names, because coastal and mesoscale structure is invisible in a global panel and readers here look for it. Where the metric varies with lead time, horizon or epoch, plot it along that axis and mark the threshold crossing (skill horizon, sign change, acceleration), attaching an uncertainty to the change itself and not only to the levels. Name and rank the specific regions, countries or basins that dominate the total, that carry the largest relative change, and where estimates disagree; a qualitative pattern description does not substitute. Print the governing numbers inside the panel. Produce the study's o...