{"id":34,"date":"2020-09-05T09:39:15","date_gmt":"2020-09-05T01:39:15","guid":{"rendered":"http:\/\/tapdata.org\/?page_id=34"},"modified":"2026-03-02T10:11:57","modified_gmt":"2026-03-02T02:11:57","slug":"%e7%a0%94%e7%a9%b6%e6%88%90%e6%9e%9c-2","status":"publish","type":"page","link":"http:\/\/tap-dev.makenv.com\/?page_id=34&lang=en","title":{"rendered":"Publications"},"content":{"rendered":"\n<style>\n#content-core\n{\nbackground:#fff;\nbox-shadow: 0px 3px 3px rgba(35, 35, 35, 0.15);\npadding:30px;\nmargin-top:30px;\n}\n#content-core h3{\ncolor:#3EB457;\n}\n<\/style>\n\n\n\n<div class=\"wp-block-cover\" style=\"background-image:url(http:\/\/tap-dev.makenv.com\/wp-content\/uploads\/2025\/09\/method2-300x50-1.png);min-height:180px;aspect-ratio:unset;\"><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-left has-large-font-size wp-block-paragraph\">Publications<\/p>\n<\/div><\/div>\n\n\n\n<h3>Datasets &gt;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Gui, K., Zhang, X., Che, H., Li, L., Zheng, Y., An, L., Miao, Y., Zhao, H., Dubovik, O., Holben, B., Wang, J., Gupta, P., Lind, E S., Toledano, C., Wang, H., Wang, Z., Wang, Y., Huang, X., Dai, K., Xia, X., Xu, X., &amp; Zhang, X. (2026). Advancing operational global aerosol forecasting with machine learning.&nbsp;<em>Nature <\/em>.<span class=\"has-inline-color has-vivid-green-cyan-color\"> <strong>[<\/strong><\/span><strong><a href=\"https:\/\/www.nature.com\/articles\/s41586-026-10234-y\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Liu, S., Geng, G., Xiao, Q., Zheng, Y., Liu, X., Cheng, J., &amp; Zhang, Q. (2022). Tracking daily concentrations of PM<sub>2.5<\/sub> chemical composition in China since 2000. <em>Environ Sci Technol, <\/em>56, 16517\u201316527<em>.<\/em> <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/full\/10.1021\/acs.est.2c06510\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span> <span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.2c06510\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Geng G., Liu, S., Liu, J., Meng, X., &amp; Zhang, Q. (2022). Spatiotemporal continuous estimates of daily 1\u2009km PM<sub>2.5<\/sub>&nbsp;from 2000 to present under the Tracking Air Pollution in China (TAP) framework.&nbsp;<em>Atmos Chem&nbsp;<\/em>Phys,&nbsp;<em>22,&nbsp;<\/em>13229\u201313242. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/22\/13229\/2022\/acp-22-13229-2022.html\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/acp.copernicus.org\/articles\/22\/13229\/2022\/acp-22-13229-2022.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Xiao, Q., Liu, S., Liu, X., Cheng, J., Zheng, Y., Xue, T., Tong, D., Zheng, B., Peng, Y., Huang, X., He, K., &amp; Zhang, Q. (2021). Tracking Air Pollution in China: Near Real-Time PM<sub>2.5<\/sub> Retrievals from Multisource Data Fusion. <em>Environ Sci <em>Technol<\/em><\/em>, <em>55, <\/em>12106-12115. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.est.1c01863\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.1c01863\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Geng, G., Xue, T., Liu, S., Cai, C., He, K., &amp; Zhang, Q. (2021). Tracking PM2. 5 and O3 Pollution and the Related Health Burden in China 2013\u20132020.&nbsp;<em><em>Environ Sci <em>Technol<\/em><\/em><\/em>.<span class=\"has-inline-color has-vivid-green-cyan-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.est.1c04548\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><strong><span class=\"has-inline-color has-vivid-red-color\"> [<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.1c04548\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xue, T., Zheng, Y., Geng, G., Xiao, Q., Meng, X., Wang, M., Li, X., Wu, N., Zhang, Q., &amp; Zhu, T. (2020). Estimating spatiotemporal variation in ambient ozone exposure during 2013\u20132017 using a data-fusion model. <em>Environ Sci <em>Technol<\/em>, 54<\/em>, 14877-14888.<span class=\"has-inline-color has-vivid-green-cyan-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.est.0c03098\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><strong><span class=\"has-inline-color has-vivid-red-color\"> [<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.0c03098\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<h3>Methodology &gt;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Zhang, Q., Wang Y., Xiao Q., Geng G., S. J. Davis, Liu,X., J. Yang, J. J. Liu, W. Y. Huang, C. P. He, B. H. Luo, R. V. Martin, M. Brauer, J. T. Randerson, and K. B. He (2025), Long-range PM<sub>2.5<\/sub> pollution and health impacts from the 2023 Canadian wildfires.&nbsp;<em>Nature <\/em>.<span class=\"has-inline-color has-vivid-green-cyan-color\"> <strong>[<\/strong><\/span><strong><a href=\"https:\/\/www.nature.com\/articles\/s41586-025-09482-1\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Zheng, Y., Geng, G., Chen, C., Huang, X., Che, H., Zhang, X., He, K., &amp; Zhang, Q. (2021). Separating emission and meteorological contribution to PM<sub>2.5<\/sub> trends over East China during 2000\u20132018. <em>Atmos Chem Phys<\/em>, <em>21<\/em>, 9475-9496. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/21\/9475\/2021\/\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/acp.copernicus.org\/articles\/21\/9475\/2021\/acp-21-9475-2021.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Geng, G., Cheng, J., Liang, F., Li, R., Meng, X., Xue, T., Huang, X., Kan, H., Zhang, Q., &amp; He, K. (2021). Evaluation of gap-filling approaches in satellite-based daily PM<sub>2.5<\/sub> prediction models. <em>Atmos Environ<\/em>, 2021, 244, 117921. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1352231020306555\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/doi.org\/10.1016\/j.atmosenv.2020.117921.\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Meng, X., He, K., &amp; Liu, Y. (2020). Random forest models for PM<sub>2.5<\/sub> speciation concentrations using MISR fractional AODs. <em>Environ Res Lett<\/em>, <em>15<\/em>, 034056. <strong><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/ab76df\"><span class=\"has-inline-color has-vivid-green-cyan-color\">[Link]<\/span><\/a><\/strong> <strong><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/ab76df\/pdf\"><span class=\"has-inline-color has-vivid-red-color\">[PDF]<\/span><\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Xiao, Q., Zheng, Y., Tong, D., Zhang, Y., Zhang, X., Zhang, Q., He, K., &amp; Liu, Y. (2019). Impact of China\u2019s Air Pollution Prevention and Control Action Plan on PM<sub>2.5<\/sub> chemical composition over eastern China. <em>Sci China Earth Sci, 62<\/em>, 1872-1884.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11430-018-9353-x\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11430-018-9353-x.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xue, T., Zheng, Y., Tong, D., Zheng, B., Li, X., Zhu, T., &amp; Zhang, Q. (2019). Spatiotemporal continuous estimates of PM<sub>2.5<\/sub> concentrations in China, 2000\u20132016: A machine learning method with inputs from satellites, chemical transport model, and ground observations. <em>Environ Int, 123<\/em>, 345-357.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0160412018316623\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0160412018316623\/pdfft?md5=d50e00301c44ab83b807e2de0ff67f4f&amp;pid=1-s2.0-S0160412018316623-main.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Zhang, Q., Tong, D., Li, M., Zheng, Y., Wang, S., &amp; He, K. (2017). Chemical composition of ambient PM<sub>2.5<\/sub> over China and relationship to precursor emissions during 2005\u20132012. <em>Atmos Chem Phys, 17<\/em>, 9187. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/17\/9187\/2017\/\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/17\/9187\/2017\/acp-17-9187-2017.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xue, T., Zheng, Y., Geng, G., Zheng, B., Jiang, X., Zhang, Q., &amp; He, K. (2017). Fusing observational, satellite remote sensing and air quality model simulated data to estimate spatiotemporal variations of PM<sub>2.5<\/sub> exposure in China. <em>Remote Sens, 9<\/em>, 221. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/www.mdpi.com\/2072-4292\/9\/3\/221\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/res.mdpi.com\/d_attachment\/remotesensing\/remotesensing-09-00221\/article_deploy\/remotesensing-09-00221.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zheng, Y., Zhang, Q., Liu, Y., Geng, G., &amp; He, K. (2016). Estimating ground-level PM<sub>2.5<\/sub> concentrations over three megalopolises in China using satellite-derived aerosol optical depth measurements. <em>Atmos Environ, 124<\/em>, 232-242. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1352231015301886\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1352231015301886\/pdfft?md5=7b3f126e996ef61cf94e3f449aa7d13f&amp;pid=1-s2.0-S1352231015301886-main.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Zhang, Q., Martin, R.V., van Donkelaar, A., Huo, H., Che, H., Lin, J., &amp; He, K. (2015). Estimating long-term PM<sub>2.5<\/sub> concentrations in China using satellite-based aerosol optical depth and a chemical transport model. <em>Remote Sens Environ, 166<\/em>, 262-270. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0034425715300171\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0034425715300171\/pdfft?md5=d843e20c1c95f067022229fa557e170f&amp;pid=1-s2.0-S0034425715300171-main.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<h3>Applications &gt;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Zhang, Q., Wang Y., Xiao Q., Geng G., S. J. Davis, Liu,X., J. Yang, J. J. Liu, W. Y. Huang, C. P. He, B. H. Luo, R. V. Martin, M. Brauer, J. T. Randerson, and K. B. He (2025), Long-range PM<sub>2.5<\/sub> pollution and health impacts from the 2023 Canadian wildfires.&nbsp;<em>Nature <\/em>.<span class=\"has-inline-color has-vivid-green-cyan-color\"> <strong>[<\/strong><\/span><strong><a href=\"https:\/\/www.nature.com\/articles\/s41586-025-09482-1\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Geng, G., Xue, T., Liu, S., Cai, C., He, K., &amp; Zhang, Q. (2021). Tracking PM2. 5 and O3 Pollution and the Related Health Burden in China 2013\u20132020.&nbsp;<em><em>Environ Sci <em>Technol<\/em><\/em><\/em>.<span class=\"has-inline-color has-vivid-green-cyan-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.est.1c04548\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-green-cyan-color\"><strong>]<\/strong><\/span><strong><span class=\"has-inline-color has-vivid-red-color\"> [<\/span><a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.est.1c04548\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Zheng, Y., Geng, G., Chen, C., Huang, X., Che, H., Zhang, X., He, K., &amp; Zhang, Q. (2021). Separating emission and meteorological contribution to PM<sub>2.5<\/sub> trends over East China during 2000\u20132018. <em>Atmos Chem Phys<\/em>, <em>21<\/em>, 9475-9496. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/21\/9475\/2021\/\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> [<\/strong><\/span><strong><a href=\"https:\/\/acp.copernicus.org\/articles\/21\/9475\/2021\/acp-21-9475-2021.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xiao, Q., Geng, G., Liang, F., Wang, X., Lv, Z., Lei, Y., Huang, X., Zhang, Q., Liu, Y., &amp; He, K. (2020). Changes in spatial patterns of PM<sub>2.5<\/sub> pollution in China 2000\u20132018: Impact of clean air policies. <em>Environ Int<\/em>, 141, 105776.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0160412020309302\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0160412020309302\/pdfft?md5=020f1a0c9e7d555b5cf5a3afdebcbf87&amp;pid=1-s2.0-S0160412020309302-main.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Xiao, Q., Zheng, Y., Tong, D., Zhang, Y., Zhang, X., Zhang, Q., He, K., &amp; Liu, Y. (2019). Impact of China\u2019s Air Pollution Prevention and Control Action Plan on PM<sub>2.5<\/sub> chemical composition over eastern China. <em>Sci China Earth Sci, 62<\/em>, 1872-1884. <strong><span class=\"has-inline-color has-vivid-green-cyan-color\">[<\/span><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11430-018-9353-x\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11430-018-9353-x.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Xue, T., Liu, J., Zhang, Q., Geng, G., Zheng, Y., Tong, D., Liu, Z., Guan, D., Bo, Y., &amp; Zhu, T. (2019). Rapid improvement of PM<sub>2.5<\/sub> pollution and associated health benefits in China during 2013\u20132017. <em>Sci China Earth Sci, 62<\/em>, 1847-1856.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11430-018-9348-2\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11430-018-9348-2.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Geng, G., Zhang, Q., Tong, D., Li, M., Zheng, Y., Wang, S., &amp; He, K. (2017). Chemical composition of ambient PM<sub>2.5<\/sub> over China and relationship to precursor emissions during 2005\u20132012. <em>Atmos Chem Phys, 17<\/em>, 9187.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/acp.copernicus.org\/articles\/17\/9187\/2017\/\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><span class=\"has-inline-color has-vivid-red-color\"> <\/span><span class=\"has-inline-color has-vivid-red-color\">[<\/span><a href=\"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11430-018-9348-2.pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><span class=\"has-inline-color has-vivid-red-color\">]<\/span><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zheng, Y., Xue, T., Zhang, Q., Geng, G., Tong, D., Li, X., &amp; He, K. (2017). Air quality improvements and health benefits from China\u2019s clean air action since 2013. <em>Environ Res Lett<\/em>, 12, 114020.<strong><span class=\"has-inline-color has-vivid-green-cyan-color\"> [<\/span><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/aa8a32\/meta\"><span class=\"has-inline-color has-vivid-green-cyan-color\">Link<\/span><\/a><span class=\"has-inline-color has-vivid-green-cyan-color\">]<\/span><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong> <\/strong><\/span><span class=\"has-inline-color has-vivid-red-color\"><strong>[<\/strong><\/span><strong><a href=\"https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/aa8a32\/pdf\"><span class=\"has-inline-color has-vivid-red-color\">PDF<\/span><\/a><\/strong><span class=\"has-inline-color has-vivid-red-color\"><strong>]<\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Datasets &gt; Gui, K., Zhang, X., Che, H., Li, L., Zhen&hellip;<\/p>\n<p class=\"more-link\"><a href=\"http:\/\/tap-dev.makenv.com\/?page_id=34&#038;lang=en\" class=\"themebutton2\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-34","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/pages\/34","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34"}],"version-history":[{"count":36,"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/pages\/34\/revisions"}],"predecessor-version":[{"id":2116,"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=\/wp\/v2\/pages\/34\/revisions\/2116"}],"wp:attachment":[{"href":"http:\/\/tap-dev.makenv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}