<p><strong>Abstract.</strong> To tackle the problem of severe air pollution, China has implemented active clean air policies in recent years. As a consequence, the emissions of major air pollutants have decreased and the air quality has substantially improved. Here, we quantified China's anthropogenic emission trends from 2010 to 2017 and identified the major driving forces of these trends by using a combination of bottom-up emission inventory and index decomposition analysis (IDA) approaches. The relative change rates of China's anthropogenic emissions during 2010–2017 are estimated as follows: <span class="inline-formula">−62</span><span class="thinspace"></span>% for <span class="inline-formula">SO<sub>2</sub></span>, <span class="inline-formula">−17</span><span class="thinspace"></span>% for <span class="inline-formula">NO<sub><i>x</i></sub></span>, <span class="inline-formula">+11</span><span class="thinspace"></span>% for nonmethane volatile organic compounds (NMVOCs), <span class="inline-formula">+1</span><span class="thinspace"></span>% for <span class="inline-formula">NH<sub>3</sub></span>, <span class="inline-formula">−27</span><span class="thinspace"></span>% for CO, <span class="inline-formula">−38</span><span class="thinspace"></span>% for PM<span class="inline-formula"><sub>10</sub></span>, <span class="inline-formula">−35</span><span class="thinspace"></span>% for PM<span class="inline-formula"><sub>2.5</sub></span>, <span class="inline-formula">−27</span><span class="thinspace"></span>% for BC, <span class="inline-formula">−35</span><span class="thinspace"></span>% for OC, and <span class="inline-formula">+16</span><span class="thinspace"></span>% for <span class="inline-formula">CO<sub>2</sub></span>. The IDA results suggest that emission control measures are the main drivers of this reduction, in which the pollution controls on power plants and industries are the most effective mitigation measures. The emission reduction rates markedly accelerated after the year 2013, confirming the effectiveness of China's Clean Air Action that was implemented since 2013. We estimated that during 2013–2017, China's anthropogenic emissions decreased by 59<span class="thinspace"></span>% for <span class="inline-formula">SO<sub>2</sub></span>, 21<span class="thinspace"></span>% for <span class="inline-formula">NO<sub><i>x</i></sub></span>, 23<span class="thinspace"></span>% for CO, 36<span class="thinspace"></span>% for PM<span class="inline-formula"><sub>10</sub></span>, 33<span class="thinspace"></span>% for PM<span class="inline-formula"><sub>2.5</sub></span>, 28<span class="thinspace"></span>% for BC, and 32<span class="thinspace"></span>% for OC. NMVOC emissions increased and <span class="inline-formula">NH<sub>3</sub></span> emissions remained stable during 2010–2017, representing the absence of effective mitigation measures for NMVOCs and <span class="inline-formula">NH<sub>3</sub></span> in current policies. The relative contributions of different sectors to emissions have significantly changed after several years' implementation of clean air policies, indicating that it is paramount to introduce new policies to enable further emission reductions in the future.</p>