中国近海大气颗粒物来源解析研究进展

邢建伟; 宋金明

doi:10.7524/j.issn.0254-6108.2022092502

[1]

胡敏, 郭庆丰, 郭松, 等. 我国沿海大气颗粒物特征及陆源影响研究[M]. 北京: 中国环境出版集团, 2018: 1-225. HU M, GUO Q F, GUO S, et al. Study on characteristics of atmospheric particulates and its influence from terrigenous source in coastal China[M]. Beijing: China Environment Publishing Group, 2018: 1-225 (in Chinese).

[2]

邓小文, 冯银厂, 陈魁, 等. 大气颗粒物精细化源解析技术研究及应用[M]. 北京: 中国环境出版集团, 2018: 1-188. DENG X W, FENG Y C, CHEN K, et al. Study and application of refined source apportionment technology for atmospheric particulates[M]. Beijing: China Environment Publishing Group, 2018: 1-188 (in Chinese).

[3]

XING J W, SONG J M, YUAN H M, et al. Fluxes, seasonal patterns and sources of various nutrient species (nitrogen, phosphorus and silicon) in atmospheric wet deposition and their ecological effects on Jiaozhou Bay, North China [J]. Science of the Total Environment, 2017, 576: 617-627. doi: 10.1016/j.scitotenv.2016.10.134

[4]

XING J W, SONG J M, YUAN H M, et al. Atmospheric wet deposition of dissolved trace elements to Jiaozhou Bay, North China: Fluxes, sources and potential effects on aquatic environments [J]. Chemosphere, 2017, 174: 428-436. doi: 10.1016/j.chemosphere.2017.02.004

[5]

XING J W, SONG J M, YUAN H M, et al. Water-soluble nitrogen and phosphorus in aerosols and dry deposition in Jiaozhou Bay, North China: Deposition velocities, origins and biogeochemical implications [J]. Atmospheric Research, 2018, 207: 90-99. doi: 10.1016/j.atmosres.2018.03.001

[6]

阿米拉, 耿柠波, 曹蓉, 等. 大气颗粒物中典型有机物的分析方法和污染特征研究进展 [J]. 环境化学, 2021, 40(12): 3774-3786. doi: 10.7524/j.issn.0254-6108.2020081204 A M L, GENG N B, CAO R, et al. Research progress of analytical methods and pollution characteristics of typical organic pollutant in atmospheric particulate matter [J]. Environmental Chemistry, 2021, 40(12): 3774-3786(in Chinese). doi: 10.7524/j.issn.0254-6108.2020081204

[7]

HSU S C, WONG G T F, GONG G C, et al. Sources, solubility, and dry deposition of aerosol trace elements over the East China Sea [J]. Marine Chemistry, 2010, 120: 116-127. doi: 10.1016/j.marchem.2008.10.003

[8]

SONG J M. Biogeochemical processes of biogenic elements in China Marginal Sea[M]. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, 1-662.

[9]

宋金明, 李学刚, 袁华茂, 等. 海洋生物地球化学[M]. 北京: 科学出版社, 2020: 1-690. SONG J M, LI X G, YUAN H M, et al. Marine biogeochemistry[M]. Beijing: Science Press, 2020: 1-690 (in Chinese).

[10]

冯银厂. 我国大气颗粒物来源解析研究工作的进展 [J]. 环境保护, 2017, 45(21): 17-20. FENG Y C. Research progress of source apportionment of atmospheric particulates in China [J]. Environmental Protection, 2017, 45(21): 17-20(in Chinese).

[11]

郑玫, 张延君, 闫才青, 等. 中国PM_2.5来源解析方法综述 [J]. 北京大学学报(自然科学版), 2014, 50(6): 1141-1154. ZHENG M, ZHANG Y J, YAN C Q, et al. Review of PM_2.5 source apportionment methods in China [J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2014, 50(6): 1141-1154(in Chinese).

[12]

张延君, 郑玫, 蔡靖, 等. PM_2.5源解析方法的比较与评述 [J]. 科学通报, 2015, 60(2): 109-121. doi: 10.1360/N972014-00975 ZHANG Y J, ZHENG M, CAI J, et al. Comparison and overview of PM_2.5 source apportionment methods [J]. Chinese Science Bulletin, 2015, 60(2): 109-121(in Chinese). doi: 10.1360/N972014-00975

[13]

朱坦, 冯银厂. 大气颗粒物来源解析原理、技术及应用[M]. 北京: 科学出版社, 2012: 1-220. ZHU T, FENG Y C. Principle, technology and application of source apportionment of atmospheric particulates[M]. Beijing: Science Press, 2012: 1-220 (in Chinese).

[14]

高健, 李慧, 史国良, 等. 颗粒物动态源解析方法综述与应用展望 [J]. 科学通报, 2016, 61(27): 3002-3021. doi: 10.1360/N972016-00363 GAO J, LI H, SHI G L, et al. Overview of the development and application of multi-time resolution source apportionment for particulate matters [J]. Chinese Science Bulletin, 2016, 61(27): 3002-3021(in Chinese). doi: 10.1360/N972016-00363

[15]

童克难. 新一批大气污染物源排放清单编制技术指南发布[N]. 北京: 中国环境报, 2015.

[16]

吕建华, 付飞, 左华, 等. 青岛市船舶废气排放清单及应用[J]. 环境保护科学. 2019, 45(5): 107-115. LÜ J H, FU F, ZUO H, et al. Ship emission inventory and its application in Qingdao[J]. Environmental Protection Science, 2019, 45(5): 107-115 (in Chinese).

[17]

伏晴艳, 沈寅, 张健. 上海港船舶大气污染物排放清单研究 [J]. 安全与环境学报, 2012, 12(5): 57-64. doi: 10.3969/j.issn.1009-6094.2012.05.013 FU Q Y, SHEN Y, ZHANG J. On the ship pollutant emission inventory in Shanghai port [J]. Journal of Safety and Environment, 2012, 12(5): 57-64(in Chinese). doi: 10.3969/j.issn.1009-6094.2012.05.013

[18]

曾凡涛, 吕靖. 厦门港船舶排放清单及港口生态效率评价 [J]. 中国环境科学, 2020, 40(5): 2304-2311. doi: 10.3969/j.issn.1000-6923.2020.05.054 ZENG F T, LÜ J. Ship emission inventory and valuation of eco-efficiency in Xiamen Port [J]. China Environmental Science, 2020, 40(5): 2304-2311(in Chinese). doi: 10.3969/j.issn.1000-6923.2020.05.054

[19]

王占山, 李晓倩, 王宗爽, 等. 空气质量模型CMAQ的国内外研究现状 [J]. 环境科学与技术, 2013, 36(6L): 386-391. WANG Z S, LI X Q, WANG Z S, et al. Application status of models-3/CMAQ in environmental management [J]. Environmental Science & Technology, 2013, 36(6L): 386-391(in Chinese).

[20]

王君悦, 刘朝顺. 基于WRF-Chem的长三角地区PM_2.5和O₃污染协同控制研究 [J]. 环境科学学报, 2022, 42(7): 32-42. WANG J Y, LIU C S. Study on the synergistic control of PM_2.5 and O₃ pollution in the Yangtze River Delta region based on WRF-Chem model [J]. Acta Scientiae Circumstantiae, 2022, 42(7): 32-42(in Chinese).

[21]

吕兆丰, 魏巍, 杨干, 等. 某石油炼制企业VOCs排放源强反演研究 [J]. 中国环境科学, 2015, 35(10): 2958-2963. doi: 10.3969/j.issn.1000-6923.2015.10.010 LÜ Z F, WEI W, YANG G, et al. Inversion research in VOCs source emission of a petroleum refinery [J]. China Environmental Science, 2015, 35(10): 2958-2963(in Chinese). doi: 10.3969/j.issn.1000-6923.2015.10.010

[22]

王自发, 谢付莹, 王喜全, 等. 嵌套网格空气质量预报模式系统的发展与应用 [J]. 大气科学, 2006, 30(5): 778-790. doi: 10.3878/j.issn.1006-9895.2006.05.07 WANG Z F, XIE F Y, WANG X Q, et al. Development and Application of Nested Air Quality Prediction Modeling System [J]. Chinese Journal of Atmospheric Sciences, 2006, 30(5): 778-790(in Chinese). doi: 10.3878/j.issn.1006-9895.2006.05.07

[23]

CHOW J C, WATSON J G, GREEN M C, et al. Middle-and neighborhood-scale variations of PM₁₀ source contributions in Las Vegas, Nevada [J]. Journal of Air Waste Manage, 1999, 49: 641-654. doi: 10.1080/10473289.1999.10463837

[24]

BAEK J, PARK S K, HU Y, et al. Source apportionment of fine organic aerosol using CMAQ tracers[A]. In: Proceedings of the Models-3 Use’s workshop[C]. North Carolina: Research Triangle Park, 2005: 1-6.

[25]

王征, 秦翠红, 张卫, 等. 中国近周边海域船舶活动对陆域空气质量的影响 [J]. 交通节能与环保, 2019, 15(6): 36-38,53. WANG Z, QIN C H, ZHANG W, et al. Impact of ship activities in the surrounding waters of China on land air quality [J]. Transport Energy Conservation & Environmental Protection, 2019, 15(6): 36-38,53(in Chinese).

[26]

陈春强, 张强, 关晓东, 等. 沙尘和灰霾期间中国近海大气氮沉降通量估算 [J]. 中国环境科学, 2019, 39(6): 2596-2605. doi: 10.3969/j.issn.1000-6923.2019.06.043 CHEN C Q, ZHANG Q, GUAN X D, et al. Atmospheric nitrogen deposition fluxes during dust and haze events over China Seas [J]. China Environmental Science, 2019, 39(6): 2596-2605(in Chinese). doi: 10.3969/j.issn.1000-6923.2019.06.043

[27]

沈傲, 周慧娴, 樊琦, 等. 珠江三角洲地区冬季硫、氮干沉降的来源解析 [J]. 中国环境科学, 2020, 40(12): 5142-5151. doi: 10.3969/j.issn.1000-6923.2020.12.005 SHEN A, ZHOU H X, FAN Q, et al. Source apportionment to dry deposition of sulfur and nitrogen in winter in the Pearl River Delta region [J]. China Environmental Science, 2020, 40(12): 5142-5151(in Chinese). doi: 10.3969/j.issn.1000-6923.2020.12.005

[28]

廖乾邑, 陈建文, 罗彬, 等. 颗粒物源解析研究进展与展望 [J]. 资源节约与环保, 2015(11): 136. doi: 10.3969/j.issn.1673-2251.2015.11.106 LIAO Q Y, CHEN J W, LUO B, et al. Progress and prospect of source apportionment of atmospheric particulate matter [J]. Resources Economization & Environmental Protection, 2015(11): 136(in Chinese). doi: 10.3969/j.issn.1673-2251.2015.11.106

[29]

戴树桂, 朱坦, 曾幼生, 等. 从元素组成看渤海、黄海海域大气气溶胶的特征与来源 [J]. 海洋环境科学, 1987, 6(3): 9-13. DAI S G, ZHU T, ZENG Y S, et al. Characteristics and sources of atmospheric aerosols in the Bohai Sea and Yellow Sea from elemental composition [J]. Marine Environmental Science, 1987, 6(3): 9-13(in Chinese).

[30]

韩斌, 白志鹏, 解以扬, 等. 天津近海夏季大气颗粒物元素特征及来源解析 [J]. 海洋环境科学, 2010, 29(6): 829-833. doi: 10.3969/j.issn.1007-6336.2010.06.012 HAN B, BAI Z P, XIE Y Y, et al. Characterization of elements and source apportionment in atmospheric particulate matter in Tianjin offshore area in summer [J]. Marine Environmental Science, 2010, 29(6): 829-833(in Chinese). doi: 10.3969/j.issn.1007-6336.2010.06.012

[31]

张国忠, 崔阳, 潘月鹏, 等. 渤海湾大气金属元素沉降和来源解析研究[J]. 环境科学学报, 2019, 39(8): 2708-2716. ZHANG G Z, CUI Y, PAN Y P, et al. Deposition fluxes and source apportionment of atmospheric trace metals in the Bohai Bay[J]. Acta Scientiae Circumstantiae, 39(8): 2708-2716 (in Chinese).

[32]

YU L, MA X, GAO H, et al. Distribution and source identification of nitrogen and phosphorus in aerosols in the Qinhuangdao coast, north China [J]. Atmospheric Environment, 2020, 234: 117475. doi: 10.1016/j.atmosenv.2020.117475

[33]

XING J W, SONG J M, YUAN H M, et al. Chemical characteristics, deposition fluxes and source apportionment of precipitation in the Jiaozhou Bay, North China [J]. Atmospheric Research, 2017, 190: 10-20. doi: 10.1016/j.atmosres.2017.02.001

[34]

王琳, 祁建华. 北黄海大气气溶胶来源解析[C]//中国环境科学学会大气环境分会. 第19届中国大气环境科学与技术大会暨中国环境科学学会大气环境分会学术年会论文集: 2012年卷. 青岛, 2012: 154. WANG L, QI J H. Source apportionment of atmospheric aerosols over the North Yellow Sea[C]//Atmospheric Environment Branch, Chinese Society for Environmental Sciences. Proceedings of the 19th Chinese Conference on Atmospheric Environment Science and Technology and the 2012 Academic Annual Conference of Atmospheric Environment Branch of Chinese Society for Environmental Sciences: 2012. Qingdao, 2012: 154 (in Chinese).

[35]

WANG X, GE T, XU C, et al. Carbon isotopic (¹⁴C and ¹³C) characterization of fossil-fuel derived dissolved organic carbon in wet precipitation in Shandong Province, China [J]. Journal of Atmospheric Chemistry, 2016, 73: 207-221. doi: 10.1007/s10874-015-9323-3

[36]

WANG L, QI J, SHI J, et al. Source apportionment of particulate pollutants in the atmosphere over the Northern Yellow Sea [J]. Atmospheric Environment, 2013, 70: 425-434. doi: 10.1016/j.atmosenv.2012.12.041

[37]

DING X, QI J, MENG X. Characteristics and sources of organic carbon in coastal and marine atmospheric particulates over East China [J]. Atmospheric Research, 2019, 228: 281-291. doi: 10.1016/j.atmosres.2019.06.015

[38]

秦晓光, 程祥圣, 刘富平. 东海海洋大气颗粒物中重金属的来源及入海通量 [J]. 环境科学, 2011, 32(8): 2193-2196. QIN X G, CHENG X S, LIU F P. Source and air-sea fluxes of heavy metals in the atmospheric particles of East China Sea [J]. Environmental Science, 2011, 32(8): 2193-2196(in Chinese).

[39]

WANG F, CHEN Y, MENG X, et al. The contribution of anthropogenic sources to the aerosols over East China Sea [J]. Atmospheric Environment, 2016, 127: 22-33. doi: 10.1016/j.atmosenv.2015.12.002

[40]

陈立奇, 王志红, 杨绪林, 等. 台湾海峡西部海域大气中金属的特征II. 大气颗粒金属的来源和入海通量 [J]. 海洋学报, 1999, 21(1): 23-31. CHEN L Q, WANG Z H, YANG X L, et al. Characteristics of metals in atmosphere over the western Taiwan Strait II. Sources and flux [J]. Acta Oceanologica Sinica, 1999, 21(1): 23-31(in Chinese).

[41]

罗笠, 高树基, 肖化云, 等. 台湾彭佳屿岛春季TSP中水溶性离子源解析 [J]. 中国环境科学, 2017, 37(12): 4452-4459. doi: 10.3969/j.issn.1000-6923.2017.12.006 LUO L, GAO S J, XIAO H Y, et al. Source apportionment of water-soluble ions in spring TSP of Pengjia Islet, Taiwan [J]. China Environmental Science, 2017, 37(12): 4452-4459(in Chinese). doi: 10.3969/j.issn.1000-6923.2017.12.006

[42]

石金辉, 张云, 高会旺, 等. 东海大气气溶胶的化学特征及来源 [J]. 环境科学学报, 2011, 31(8): 1750-1757. SHI J H, ZHANG Y, GAO H W, et al. Characteristics and sources of atmospheric aerosols over the East China Sea [J]. Acta Scientiae Circumstantiae, 2011, 31(8): 1750-1757(in Chinese).

[43]

WU Y C, ZHANG J P, LIU S L, et al. Nitrogen deposition in precipitation to a monsoon-affected eutrophic embayment: Fluxes, sources, and processes [J]. Atmospheric Environment, 2018, 182: 75-86. doi: 10.1016/j.atmosenv.2018.03.037

[44]

YANG J Y T, HSU S C, DAI M H, et al. Isotopic composition of water-soluble nitrate in bulk atmospheric deposition at Dongsha Island: sources and implications of external N supply to the northern South China Sea [J]. Biogeosciences, 2014, 11: 1833-1846. doi: 10.5194/bg-11-1833-2014

[45]

XIAO H W, XIE L H, LONG A M, et al. Use of isotopic compositions of nitrate in TSP to identify sources and chemistry in South China Sea [J]. Atmospheric Environment, 2015, 109: 70-78. doi: 10.1016/j.atmosenv.2015.03.006

[46]

XIAO H W, XIAO H Y, LUO L, et al. Stable carbon and nitrogen isotope compositions of bulk aerosol samples over the South China Sea [J]. Atmospheric Environment, 2018, 193: 1-10. doi: 10.1016/j.atmosenv.2018.09.006

[47]

WANG Q D, SONG J M, LI X G, et al. Geochemical characteristics and potential biogeochemical effect of water-soluble ions in atmospheric aerosols over the western boundary regions of Pacific Ocean [J]. Atmospheric Research, 2019, 227: 101-111. doi: 10.1016/j.atmosres.2019.04.024

[48]

郑玫, 张延君, 闫才青, 等. 上海PM_2.5工业源谱的建立 [J]. 中国环境科学, 2013, 33(8): 1354-1359. ZHENG M, ZHANG Y J, YAN C Q, et al. Establishing PM_2.5 industrial source profiles in Shanghai [J]. China Environmental Science, 2013, 33(8): 1354-1359(in Chinese).

[49]

冯银厂, 白志鹏, 朱坦. 大气颗粒物二重源解析技术原理与应用[J]. 环境科学, 2002, 23(S1): 106-108. FENG Y C, BAI Z P, ZHU T. The principle and application of improved-source-apportionment technique of atmospheric particulate matter[J]. Environmental Science, 2002, 23(Sup 1): 106-108 (in Chinese).

[50]

张玉梅, 张卫东, 王军玲. 大气PM_2.5源解析“源清单化学质量平衡法(I-CMB) ”模型的建立与应用. 大气科学学报, 2015, 38(2): 279-284. ZHANG Y M, ZHANG W D, WANG J L. Establishment and application of pollutant Inventory-Chemical Mass Balance (I-CMB) model for source apportionment of PM_2.5[J]. Transactions of Atmospheric Sciences, 2015, 38(2): 279-284 (in Chinese).

[51]

YAN B. Characterization and source apportionment of ambient PM_2.5 in Atlanta, Georgia: On-road emission, biomass combustion and SOA impact[D]. Atlanta: Georgia Institute of Technology, 2009.

[52]

ZHENG M, CASS G R, KE L, et al. Source apportionment of daily fine particulate matter at Jefferson street, Atlanta, GA, during summer and winter [J]. Journal of the Air & Waste Management Association, 2007, 57: 228-242.

[53]

KE L, LIU W, WANG Y, et al. Comparison of PM_2.5 source apportionment using positive matrix factorization and molecular marker-based chemical mass balance [J]. Science of the Total Environment, 2008, 394: 290-302. doi: 10.1016/j.scitotenv.2008.01.030

[54]

邢建伟, 宋金明, 袁华茂, 等. 胶州湾大气活性硅酸盐干沉降特征及其生态效应 [J]. 生态学报, 2020, 40(9): 3096-3104. XING J W, SONG J M, YUAN H M, et al. Dry deposition characteristics of atmospheric reactive silicate at Jiaozhou Bay and its potential ecological effects on marine ecosystem [J]. Acta Ecologica Sinica, 2020, 40(9): 3096-3104(in Chinese).

[55]

XING J W, SONG J M, YUAN H M, et al. Atmospheric wet deposition of dissolved organic carbon to a typical anthropogenic-influenced semi-enclosed bay in the western Yellow Sea, China: Flux, sources and potential ecological environmental effects [J]. Ecotoxicology and Environmental Safety, 2019, 182: 109371. doi: 10.1016/j.ecoenv.2019.109371

[56]

袁帅, 王艳, 刘汝海, 等. 黄渤海气溶胶中砷的分布特征和季节变化 [J]. 环境科学, 2021, 42(9): 4151-4157. YUAN S, WANG Y, LIU R H, et al. Distribution characteristics and seasonal variations of arsenic in atmospheric aerosols over the Yellow Sea and Bohai Sea [J]. Environmental Science, 2021, 42(9): 4151-4157(in Chinese).

[57]

张远辉, 詹建琼, 陈立奇, 等. 台湾海峡大气微量金属的化学特征及其入海通量 [J]. 台湾海峡, 2009, 28(4): 447-454. ZHANG Y H, ZHAN J Q, CHEN L Q, et al. Chemical characteristics of atmospheric trace metal and input to Taiwan Strait [J]. Journal of Oceanography in Taiwan Strait, 2009, 28(4): 447-454(in Chinese).

[58]

FU J P, WANG B, CHEN Y, et al. The influence of continental air masses on the aerosols and nutrients deposition over the western North Pacific [J]. Atmospheric Environment, 2018, 172: 1-11. doi: 10.1016/j.atmosenv.2017.10.041

[59]

殷美雪. 中国中东部地区大气湿沉降中的离子化学特征[D]. 上海: 上海师范大学, 2015. YIN M X. Chemical characteristics of ions in atmospheric wet deposition over central and eastern China[D]. Shanghai: Shanghai Normal University, 2015 (in Chinese).

[60]

GAO Y, ARIMOTO R, DUCE R A, et al. Atmospheric non-sea-salt sulfate, nitrate and methanesulfonate over the China Sea [J]. Journal of Geophysical Research-Atmospheres, 1996, 101(D7): 12601-12611. doi: 10.1029/96JD00866

[61]

刘昌岭, 张经, 于志刚. 黄海海域大气气溶胶特征及重金属的大气输入量研究 [J]. 海洋环境科学, 1998, 17(4): 1-6. LIU C L, ZHANG J, YU Z G. Study on the characteristics of the aerosol and atmospheric flux of the heavy metals over the Yellow Sea [J]. Marine Environmental Science, 1998, 17(4): 1-6(in Chinese).

[62]

WU Y C, ZHANG J P, NI Z X, et al. Atmospheric deposition of trace elements to Daya Bay, South China Sea: Fluxes and sources [J]. Marine Pollution Bulletin, 2018, 127: 672-683. doi: 10.1016/j.marpolbul.2017.12.046

[63]

GUO H, WANG T, LOUIE P K K. Source apportionment of ambient non-methane hydrocarbons in Hong Kong: Application of a principal component analysis/absolute principal component scores (PCA/APCS) receptor model [J]. Environmental Pollution, 2004, 129(3): 489-498. doi: 10.1016/j.envpol.2003.11.006

[64]

邱立民, 刘淼, 王菊, 等. 绝对主因子分析法解析龙岩市大气中的可吸入颗粒物来源 [J]. 吉林大学学报(理学版), 2012, 50(2): 371-376. QIU L M, LIU M, WANG J, et al. Sources apportionment of atmospheric particles PM10 in Longyan with absolute principal component analysis [J]. Journal of Jilin University (Science Edition), 2012, 50(2): 371-376(in Chinese).

[65]

石金辉. 中国近海大气沉降中氮组分的分布特征及对春季水华事件的影响分析[D]. 青岛: 中国海洋大学, 2011. SHI J H. Atmospheric deposition of nitrogen species over the China Sea and its impact on a spring bloom[D]. Qingdao: Ocean University of China, 2011 (in Chinese).

[66]

蒋冰艳, 何龙, 陈德华, 等. 深圳近海区域降水中重金属湿沉降通量及源解析 [J]. 环境化学, 2018, 37(7): 1460-1473. doi: 10.7524/j.issn.0254-6108.2017091901 JIANG B Y, HE L, CHEN D H, et al. Wet deposition flux and sources of heavy metals in precipitation in the coastal area of Shenzhen [J]. Environmental Chemistry, 2018, 37(7): 1460-1473(in Chinese). doi: 10.7524/j.issn.0254-6108.2017091901

[67]

FAHEY T J, WILLIAMS C J, ROONEY-VARGA J N, et al. Nitrogen deposition in and around an intensive agricultural district in central New York [J]. Journal of Environmental Quality, 1999, 28(5): 1585-1600.

[68]

GU B J, GE Y, REN Y, et al. Atmospheric reactive nitrogen in China: sources, recent trends, and damage costs [J]. Environmental Science & Technology, 2012, 46(17): 9420-9427.

[69]

PAN Y P, WANG Y S, TANG G Q, et al. Wet and dry deposition of atmospheric nitrogen at ten sites in Northern China [J]. Atmospheric Chemistry and Physics, 2012, 12(14): 6515-6535. doi: 10.5194/acp-12-6515-2012

[70]

于丽敏, 祁建华, 孙娜娜, 等. 南、黄海及青岛地区大气气溶胶中无机氮组分的研究[J]. 环境科学学报, 2007, 27(2): 319-325. YU L M, QI J H, SUN N N, et al. Study on inorganic nitrogen of aerosol in the Qingdao area and over the Yellow Sea and the South China Sea[J]. Acta Scientiae Circumstantiae, 27(2): 319-325 (in Chinese).

[71]

WANG F W, GUO Z G, LIN T, et al. Characterization of carbonaceous aerosols over the East China Sea: The impact of the East Asian continental outflow [J]. Atmospheric Environment, 2015, 110: 163-173. doi: 10.1016/j.atmosenv.2015.03.059

[72]

WANG J Z, HO S S, CAO J J, et al. Characteristics and major sources of carbonaceous aerosols in PM_2.5 from Sanya, China [J]. Science of The Total Environment, 2015, 530-531: 110-119. doi: 10.1016/j.scitotenv.2015.05.005

[73]

CHOW J C, WATSON J G, KUHNS H D, et al. Source profiles for industrial, mobile, and area sources in the Big Bend regional aerosol visibility and observational (BRAVO) study [J]. Chemosphere, 2004, 54: 185-208. doi: 10.1016/j.chemosphere.2003.07.004

[74]

CAO J J, ZHU C S, TIE X X, et al. Characteristics and sources of carbonaceous aerosols from Shanghai, China [J]. Atmospheric Chemistry and Physics, 2013, 13(2): 803-817. doi: 10.5194/acp-13-803-2013

[75]

WANG F, FENG T, GUO Z, et al. Sources and dry deposition of carbonaceous aerosols over the coastal East China Sea: Implications for anthropogenic pollutant pathways and deposition [J]. Environmental Pollution, 2019, 245: 771-779. doi: 10.1016/j.envpol.2018.11.059

[76]

LUO X J, CHEN S J, MAI B X, et al. Polycyclic aromatic hydrocarbons in suspended particulate matter and sediments from the Pearl River Estuary and adjacent coastal areas, China [J]. Environmental Pollution, 2006, 139(1): 9-20. doi: 10.1016/j.envpol.2005.05.001

[77]

刘书臻. 环渤海西部地区大气中的PAHs污染[D]. 北京: 北京大学, 2008. LIU S Z. Atmospheric PAH contamination in the Western Watershed of Bohai Sea, China[D]. Beijing: Peking University, 2008 (in Chinese).

[78]

王晓平. 渤海区域PM_2.5来源及多环芳烃沉降通量[D]. 北京: 中国科学院大学, 2015. WANG X P. Sources of PM_2.5 and deposition fluxes of polycyclic aromatic hydrocarbons in the Bohai Sea[D]. Beijing: University of Chinese Academy of Sciences, 2015 (in Chinese).

[79]

肖辉, 沈志来, 黄美元. 西太平洋热带海域降水学特征 [J]. 环境科学学报, 1993, 13(2): 143-149. doi: 10.3321/j.issn:0253-2468.1993.02.015 XIAO H, SHEN Z L, HUANG M Y. Chemical characteristics of tropical Western Pacific precipitation [J]. Acta Scientiae Circumstantiae, 1993, 13(2): 143-149(in Chinese). doi: 10.3321/j.issn:0253-2468.1993.02.015

[80]

GUO L, CHEN Y, WANG F J, et al. Effects of Asian dust on the atmospheric input of trace elements to the East China Sea [J]. Marine Chemistry, 2014, 163: 19-27. doi: 10.1016/j.marchem.2014.04.003

[81]

ZHANG X, ZHUANG G, GUO J, et al. Characterization of aerosol over the Northern South China Sea during two cruises in 2003 [J]. Atmospheric Environment, 2007, 41(36): 7821-7836. doi: 10.1016/j.atmosenv.2007.06.031

[82]

ARIMOTO R, DUCE R A, SAVOIE D L, et al. Relationships among aerosol constituents from Asia and the North Pacific during PEM-West A [J]. Journal of Geophysical Research:Atmospheres, 1996, 101: 2011-2023. doi: 10.1029/95JD01071

[83]

耿晓飞. 南海与东印度洋热带海洋碳质气溶胶的地球化学研究[D]. 北京: 中国科学院大学, 2020. GENG X F. Geochemistry study on tropical marine carbonaceous aerosols over the South China Sea and East Indian Ocean[D]. Beijing: University of Chinese Academy of Sciences, 2020 (in Chinese).

[84]

曹芳, 章炎麟. 碳质气溶胶的放射性碳同位素(¹⁴C)源解析: 原理、方法和研究进展 [J]. 地球科学进展, 2015, 30(4): 425-432. CAO F, ZHANG Y L. Principle, method development and application of radiocarbon (¹⁴C)—Based source apportionment of carbonaceous aerosols: A review [J]. Advances in Earth Science, 2015, 30(4): 425-432(in Chinese).

[85]

KUNWAR B, KAWAMURA K, ZHU C. Stable carbon and nitrogen isotopic compositions of ambient aerosols collected from Okinawa Island in the western North Pacific Rim, an outflow region of Asian dusts and pollutants [J]. Atmospheric Environment, 2016, 131: 243-253. doi: 10.1016/j.atmosenv.2016.01.035

[86]

邢建伟, 宋金明, 袁华茂, 等. 青岛近岸区域典型海陆人为交互作用下酸雨的化学特征 [J]. 环境化学, 2017, 36(2): 296-308. doi: 10.7524/j.issn.0254-6108.2017.02.2016061706 XING J W, SONG J M, YUAN H M, et al. Chemical characteristics of acid rain under the representative interaction among sea, land and anthropogenic activities in the coastal area of Qingdao [J]. Environmental Chemistry, 2017, 36(2): 296-308(in Chinese). doi: 10.7524/j.issn.0254-6108.2017.02.2016061706

[87]

WU Y C, LI J L, JIANG Z J, et al. Shifting of dissolved organic matter components and sources in precipitation into an intensified anthropogenic influenced embayment: Interpretation from spectral characteristics and dual stable isotopes [J]. Atmospheric Research, 2022, 270: 106089. doi: 10.1016/j.atmosres.2022.106089

[88]

PAN Y P, GU M N, SONG L L, et al. Systematic low bias of passive samplers in characterizing nitrogen isotopic composition of atmospheric ammonia [J]. Atmospheric Research, 2020, 243: 105018. doi: 10.1016/j.atmosres.2020.105018

[89]

LI Z J, WALTERS W W, HASTINGS M G, et al. Nitrate isotopic composition in precipitation at a Chinese megacity: seasonal variations, atmospheric processes, and implications for sources [J]. Earth and Space Science, 2019, 6(11): 2200-2213. doi: 10.1029/2019EA000759

[90]

陈成祥, 庄峙厦, 刘海波, 等. 不同赋存形态土壤铅同位素比值用于判别地域性差异的研究 [J]. 分析化学, 2007, 35(1): 103-105. doi: 10.3321/j.issn:0253-3820.2007.01.021 CHEN C X, ZHUANG Z X, LIU H B, et al. Source differentiation by lead isotope ratios in total digests of soil fractions and residual fractions [J]. Chinese Journal of Analytical Chemistry, 2007, 35(1): 103-105(in Chinese). doi: 10.3321/j.issn:0253-3820.2007.01.021

[91]

吴辰熙, 祁士华, 方敏, 等. 福建省泉州湾大气降尘中的重金属元素的沉降特征 [J]. 环境科学研究, 2006, 19(6): 27-30. doi: 10.3321/j.issn:1001-6929.2006.06.005 WU C X, QI S H, FANG M, et al. Precipitation characteristics of heavy metal in dustfall to Quanzhou Bay of Fujian Province [J]. Research of Environmental Sciences, 2006, 19(6): 27-30(in Chinese). doi: 10.3321/j.issn:1001-6929.2006.06.005

[92]

吴辰熙, 祁士华, 苏秋克, 等. 福建省兴化湾大气沉降中重金属的测定 [J]. 环境化学, 2006, 25(6): 781-784. doi: 10.3321/j.issn:0254-6108.2006.06.027 WU C X, QI S H, SU Q K, et al. Atmospheric deposition of heavy metals to Xinghua Bay, Fujian Province [J]. Environmental Chemistry, 2006, 25(6): 781-784(in Chinese). doi: 10.3321/j.issn:0254-6108.2006.06.027

[93]

龚香宜, 祁士华, 吕春玲, 等. 福建省兴化湾大气重金属的干湿沉降 [J]. 环境科学研究, 2006, 19(6): 31-34. doi: 10.3321/j.issn:1001-6929.2006.06.006 GONG X Y, QI S H, LV C L, et al. Atmospheric deposition of heavy metals to Xinghua Bay, Fujian Province [J]. Research of Environmental Sciences, 2006, 19(6): 31-34(in Chinese). doi: 10.3321/j.issn:1001-6929.2006.06.006

[94]

STOHL A. Trajectory statistics: A new method to establish source-receptor relationships of air pollutants and its application to the transport of particulate sulfate in Europe [J]. Atmospheric Environment, 1996, 30: 579-587. doi: 10.1016/1352-2310(95)00314-2

[95]

ZHU L, CHEN Y, GUO L, et al. Estimate of dry deposition fluxes of nutrients over the East China Sea: The implication of aerosol ammonium to non-sea-salt sulfate ratio to nutrient deposition of coastal oceans [J]. Atmospheric Environment, 2013, 69: 131-138. doi: 10.1016/j.atmosenv.2012.12.028

[96]

QI J H, LIU X H, YAO X H, et al. The concentration, source and deposition flux of ammonium and nitrate in atmospheric particles during dust events at a coastal site in northern China [J]. Atmospheric Chemistry and Physics, 2018, 18: 571-586. doi: 10.5194/acp-18-571-2018

[97]

WU Y C, ZHANG J P, LIU S L, et al. Aerosol concentrations and atmospheric dry deposition fluxes of nutrients over Daya Bay, South China Sea [J]. Marine Pollution Bulletin, 2018, 128: 106-114. doi: 10.1016/j.marpolbul.2018.01.019

[98]

LAI S C, XIE Z Y, SONG T L, et al. Occurrence and dry deposition of organophosphate esters in atmospheric particles over the northern South China Sea [J]. Chemosphere, 2015, 127: 195-200. doi: 10.1016/j.chemosphere.2015.02.015

[99]

徐娇, 张邓毅, 张英磊, 等. 基于单颗粒气溶胶质谱技术的源解析新算法 [J]. 中国环境科学, 2022, 42(2): 575-584. doi: 10.3969/j.issn.1000-6923.2022.02.009 XU J, ZHANG D Y, ZHANG Y L, et al. A new particle source apportionment method based on single particle mass spectrometry dataset [J]. China Environmental Science, 2022, 42(2): 575-584(in Chinese). doi: 10.3969/j.issn.1000-6923.2022.02.009

[100]

李晓璐, 耿红, 张辰, 等. 显微分析与PMF模型结合用于大气颗粒物源解析的方法探索[C]//中国环境科学学会. 第二十五届大气污染防治技术研讨会论文集. 西安, 2021: 439. LI X L, GENG H, ZHANG C, et al. Study on the method of source apportionment of atmospheric particulate matter by combining microscopic analysis and PMF model[C]//Chinese Society for Environmental Sciences. Proceedings of the 25th Symposium on Air Pollution Control Technology. Xi’an, 2021: 439 (in Chinese).

[101]

李晓林, 朱节清, 郭盘林, 等. 基于扫描核探针技术的大气气溶胶单颗粒物源识别与解析方法研究与应用 [J]. 核技术, 2004, 27(1): 27-34. doi: 10.3321/j.issn:0253-3219.2004.01.006 LI X L, ZHU J Q, GUO P L, et al. The source identification and apportionment of aerosol particles in the atmosphere by scanning nuclear microprobes [J]. Nuclear Techniques, 2004, 27(1): 27-34(in Chinese). doi: 10.3321/j.issn:0253-3219.2004.01.006

[102]

李连科, 栗俊, 范国全, 等. 大连海域大气气溶胶物质来源分析 [J]. 重庆环境科学, 1997, 19(5): 18-23. LI L K, LI J, FAN G Q, et al. Sources analysis of marine aerosol in the atmosphere at Dalian sea area [J]. Chongqing Environmental Science, 1997, 19(5): 18-23(in Chinese).