Rapid urbanization and broad use of biomass burning have led to important changes in NOx [sum of nitrogen dioxide and nitrous oxide] emissions across South, Southeast, and East Asia, frequently occurring on day-to-day time scales and over areas not identified by existing emissions databases. Here we compute NOx emissions using remotely sensed NO2 [nitrogen dioxide] and a model-free mass-conserving inverse method, resulting respectively in 61 kt d−1 and 40 kt d−1 from biomass burning in Northern and Southern Continental Southeast Asia, and 14.3 kt d−1 and 3.7 kt d−1 from urbanization in China and Eastern South Asia, a net increase more than double existing inventories. Three observationally based physical constraints consistent with theory are found which current chemical transport models cannot match: more NO2 per unit of NOx emissions, longer and more variable in-situ lifetime, and longer-range transport. This result provides quantitative support for mitigation efforts targeting specific events, processes, or geographies.