Measurements of atmospheric carbon dioxide and satellite-derived measu
rements of temperature and the vegetation index were used to investiga
te relationships among climate, carbon dioxide, and ecosystems. At the
global scale, lagged correlations between temperature and carbon diox
ide growth rate were found, indicating modulation by biogeochemical fe
edbacks. Spatial analysis of the temperature and vegetation index data
suggests that the global correlations are a composite of individualis
tic responses of different ecosystems. The existence of biome-specific
time scales of response implies that changes in global ecosystem dist
ributions could indirectly alter the relationships between climate and
carbon storage.