Climate change drivers elicit ecosystem responses that vary through time. We propose that the mismatch between equilibrium and transient ecosystem response defines ecological acclimation. As precipitation is expected to shift under climate change, we asked how both increases and decreases in water availability elicit ecological acclimation of the N cycle and how long does this acclimation take. Using foliar delta N-15 as a proxy for N cycling processes, we found that the slope of foliar delta N-15 decreases with mean annual precipitation across continents. However, within a desert grassland, slopes of interannual foliar and soil delta N-15 increased with precipitation amount. Using precipitation manipulation field experiments, we then assessed trends in foliar and soil delta N-15 as duration of the precipitation manipulation increased, from 5 to 14 years. When parsed temporally, the delta N-15-precipitation slopes showed initially increasing trends that decreased after 14 years of precipitation manipulation. The difference in directionality of spatial delta N-15-precipitation slope compared to within-site, experimental delta N-15-precipitation slopes revealed potential acclimation of the N cycle. Furthermore, we estimated rates of ecological acclimation-defined as convergence time for within-site delta N-15-precipitation slopes to match the global model-to range from 11 to 18 years. We conclude N cycling is changing with precipitation amount and duration of the altered precipitation regime. We hypothesize that fast and slow ecological mechanisms-such as microbial processes and shifts in plant species dominance, respectively-explain ecological acclimation of N cycling responses to climate change. As a result, spatial models must be interpreted with caution when forecasting future responses to climate change.