Spatially extensive analysis of satellite, climate, and census data reveals
human-environment interactions of regional or continental concern in the U
nited States. A grid-based principal components analysis of Bureau of Censu
s variables revealed two independent demographic phenomena, alpha-settlemen
t reflecting traditional human settlement patterns and beta-settlement desc
ribing relative population growth correlated with recent construction in no
n-agricultural areas, notably in coastal, desert, and "recreational" counti
es and around expanding metropolitan areas. Regression tree analysis showed
that beta-settlement was differentially associated with five distinct comb
inations of seasonality, summer heat or cool, intensity of agriculture, and
extent of "barren" land. Beta-settlement was greatest in coastal and deser
t areas, and coincided with national concentrations of threatened and endan
gered species.