The climate niche of Homo Sapiens

I propose the Dominicy-Hill-Worton estimator to estimate the current climate niche of Homo Sapiens and our croplands. I use this to extrapolate the degree of unprecedentedness of future climates. Worton’s peeled hull is a nonparametric, N-dimensional generalization of order statistics. Dominicy and colleagues show that Hill’s estimator of the tail-indx can be applied to any homogeneous function of multivariate order statistics. I apply the Dominicy-Hill estimator to transects through Worton’s peels. I find a thick tail for low temperaturesand a thin tail for high ones. That is, warming is more worrying than cooling.Similarly, wettening is more worrying than drying. Furthermore, temperature changes are more important than changes in precipitation. The results are not affected by income, population density, or time. I replace the Hill estimator by the QQ one and correct it for top-censoring. The qualitative results are unaffected.