<p><strong>Abstract.</strong> The first wintertime in situ measurements of hydroxyl (OH), hydroperoxy (<span class="inline-formula">HO<sub>2</sub></span>) and organic peroxy (<span class="inline-formula">RO<sub>2</sub></span>) radicals (<span class="inline-formula">RO<sub><i>x</i></sub></span><span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M6" display="inline" overflow="scroll" dspmath="mathml"><mrow><mo>=</mo><mrow class="chem"><mi mathvariant="normal">OH</mi></mrow><mo>+</mo><mrow class="chem"><msub><mi mathvariant="normal">HO</mi><mn mathvariant="normal">2</mn></msub></mrow><mo>+</mo><mrow class="chem"><msub><mi mathvariant="normal">RO</mi><mn mathvariant="normal">2</mn></msub></mrow><mo>)</mo></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="97pt" height="13pt" class="svg-formula" dspmath="mathimg" md5hash="944a75217af8ae66ca74a397a5a4af05"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-18-12391-2018-ie00001.svg" width="97pt" height="13pt" src="acp-18-12391-2018-ie00001.png"/></svg:svg></span></span> in combination with observations of total reactivity of OH radicals, <span class="inline-formula"><i>k</i><sub>OH</sub></span> in Beijing are presented. The field campaign “Beijing winter finE particle STudy – Oxidation, Nucleation and light Extinctions” (BEST-ONE) was conducted at the suburban site Huairou near Beijing from January to March 2016. It aimed to understand oxidative capacity during wintertime and to elucidate the secondary pollutants' formation mechanism in the North China Plain (NCP). OH radical concentrations at noontime ranged from <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M8" display="inline" overflow="scroll" dspmath="mathml"><mrow><mn mathvariant="normal">2.4</mn><mo>×</mo><msup><mn mathvariant="normal">10</mn><mn mathvariant="normal">6</mn></msup><mspace width="0.125em" linebreak="nobreak"/><msup><mi mathvariant="normal">cm</mi><mrow><mo>-</mo><mn mathvariant="normal">3</mn></mrow></msup></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="72pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="1b574e08d1d294c1bbb82d0d06b5aabd"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-18-12391-2018-ie00002.svg" width="72pt" height="14pt" src="acp-18-12391-2018-ie00002.png"/></svg:svg></span></span> in severely polluted air (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M9" display="inline" overflow="scroll" dspmath="mathml"><mrow><msub><mi>k</mi><mi mathvariant="normal">OH</mi></msub><mo>∼</mo><mn mathvariant="normal">27</mn><mspace width="0.125em" linebreak="nobreak"/><msup><mi mathvariant="normal">s</mi><mrow><mo>-</mo><mn mathvariant="normal">1</mn></mrow></msup><mo>)</mo></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="66pt" height="16pt" class="svg-formula" dspmath="mathimg" md5hash="cfee02d4bafcdb1e32d7dfe42cc19925"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-18-12391-2018-ie00003.svg" width="66pt" height="16pt" src="acp-18-12391-2018-ie00003.png"/></svg:svg></span></span> to <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M10" display="inline" overflow="scroll" dspmath="mathml"><mrow><mn mathvariant="normal">3.6</mn><mo>×</mo><msup><mn mathvariant="normal">10</mn><mn mathvariant="normal">6</mn></msup><mspace linebreak="nobreak" width="0.125em"/><msup><mi mathvariant="normal">cm</mi><mrow><mo>-</mo><mn mathvariant="normal">3</mn></mrow></msup></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="72pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="670a4d1ee3f84b49e1a35e15ac70ca80"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-18-12391-2018-ie00004.svg" width="72pt" height="14pt" src="acp-18-12391-2018-ie00004.png"/></svg:svg></span></span> in relatively clean air (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M11" display="inline" overflow="scroll" dspmath="mathml"><mrow><msub><mi>k</mi><mi mathvariant="normal">OH</mi></msub><mo>∼</mo><mn mathvariant="normal">5</mn><mspace linebreak="nobreak" width="0.125em"/><msup><mi mathvariant="normal">s</mi><mrow><mo>-</mo><mn mathvariant="normal">1</mn></mrow></msup><mo>)</mo></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="60pt" height="16pt" class="svg-formula" dspmath="mathimg" md5hash="c3f9fa9c822b7983def705c86faf425e"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="acp-18-12391-2018-ie00005.svg" width="60pt" height="16pt" src="acp-18-12391-2018-ie00005.png"/></svg:svg></span></span>. These values are nearly 2-fold larger than OH concentrations observed in previous winter campaigns in Birmingham, Tokyo, and New York City. During this campaign, the total primary production rate of <span class="inline-formula">RO<sub><i>x</i></sub></span> radicals was dominated by the photolysis of nitrous acid accounting for 46<span class="thinspace"></span>% of the identified primary production pathways for <span class="inline-formula">RO<sub><i>x</i></sub></span> radicals. Other important radical sources were alkene ozonolysis (28<span class="thinspace"></span>%) and photolysis of oxygenated organic compounds (24<span class="thinspace"></span>%). A box model was used to simulate the OH, <span class="inline-formula">HO<sub>2</sub></span> and <span class="inline-formula">RO<sub>2</sub></span> concentrations based on the observations of their long-lived precursors. The model was capable of reproducing the observed diurnal variation of the OH and peroxy radicals during clean days with a factor of 1.5. However, it largely underestimated <span class="inline-formula">HO<sub>2</sub></span> and <span class="inline-formula">RO<sub>2</sub></span> concentrations by factors up to 5 during pollution episodes. The <span class="inline-formula">HO<sub>2</sub></span> and <span class="inline-formula">RO<sub>2</sub></span> observed-to-modeled ratios increased with increasing NO concentrations, indicating a deficit in our understanding of the gas-phase chemistry in the high <span class="inline-formula">NO<sub><i>x</i></sub></span> regime. The OH concentrations observed in the presence of large OH reactivities indicate that atmospheric trace gas oxidation by photochemical processes can be highly effective even during wintertime, thereby facilitating the vigorous formation of secondary pollutants.</p>