Abstract. Reactive nitrogen oxides (NO_y) are a major constituent of the nitrogen deposited from the atmosphere, but observational constraints on their deposition are limited by poor or nonexistent measurement coverage in many parts of the world. Here we apply NO₂ observations from multiple satellite instruments (GOME, SCIAMACHY, and GOME-2) to constrain the global deposition of NO_y over the last 2 decades. We accomplish this by producing top-down estimates of NO_x emissions from inverse modeling of satellite NO₂ columns over 1996–2014, and including these emissions in the GEOS-Chem chemical transport model to simulate chemistry, transport, and deposition of NO_y. Our estimates of long-term mean wet nitrate (NO₃⁻) deposition are highly consistent with available measurements in North America, Europe, and East Asia combined (r =  0.83, normalized mean bias  = −7 %, N =  136). Likewise, our calculated trends in wet NO₃⁻ deposition are largely consistent with the measurements, with 129 of the 136 gridded model–data pairs sharing overlapping 95 % confidence intervals. We find that global mean NO_y deposition over 1996–2014 is 56.0 Tg N yr⁻¹, with a minimum in 2006 of 50.5 Tg N and a maximum in 2012 of 60.8 Tg N. Regional trends are large, with opposing signs in different parts of the world. Over 1996 to 2014, NO_y deposition decreased by up to 60 % in eastern North America, doubled in regions of East Asia, and declined by 20 % in parts of western Europe. About 40 % of the global NO_y deposition occurs over oceans, with deposition to the North Atlantic Ocean declining and deposition to the northwestern Pacific Ocean increasing. Using the residual between NO_x emissions and NO_y deposition over specific land regions, we investigate how NO_x export via atmospheric transport has changed over the last 2 decades. Net export from the continental United States decreased substantially, from 2.9 Tg N yr⁻¹ in 1996 to 1.5 Tg N yr⁻¹ in 2014. Export from China more than tripled between 1996 and 2011 (from 1.0 to 3.5 Tg N yr⁻¹), before a striking decline to 2.5 Tg N yr⁻¹ by 2014. We find that declines in NO_x export from some western European countries have counteracted increases in emissions from neighboring countries to the east. A sensitivity study indicates that simulated NO_y deposition is robust to uncertainties in NH₃ emissions with a few exceptions. Our novel long-term study provides timely context on the rapid redistribution of atmospheric nitrogen transport and subsequent deposition to ecosystems around the world.