|
|
Characterization of spatial and temporal distribution of NH3 concentrations and emissions in China based on IASI observations |
WEN Peng-fan, ZHANG Chun-kang, YANG Qing-hua, YANG Zheng-xiongfeng, LI Guo-qing |
Mining College, Guizhou University, Guiyang 550025, China |
|
|
Abstract Based on the NH3 column concentration data inverted by the infrared atmospheric sounding interferometer (IASI), the NH3 emissions in China from 2008 to 2016 were estimated using an emission flux box model and dynamic NH3 lifetimes. Then, the spatial distribution and long-term trends of NH3 concentrations and emissions in China were analyzed by combining land cover types, population density and population growth in China. The results indicated that the average column concentration, the emission flux density, and the emissions of NH3 in China from 2008 to 2016 were 6.81×1015molec/cm2, 1.43g/m2, and 10.09 Tg, respectively. The concentrations of NH3 in Shandong and Henan provinces increased the fastest, with average annual growth rates of 1.47×1015 and 1.23×1015molec/(cm2·a), respectively. The high concentration and high emission intensity mainly appeared in North China, central Xinjiang and the Sichuan basin, showing a decreasing trend from center to periphery, which is basically consistent with the distribution of China's arable land and high-population-density areas. The overall NH3 emissions in China showed an upward trend, increasing from 9.33 Tg in 2008 to 13.96 Tg in 2016, and increased from 4.96% to 24.88% of the global emissions. During this period, the northwestern and northern regions of China contributed 47.50% of the total emissions, while the Tibetan Plateau region accounted for only 2.65%. The NH3 concentration in China has the seasonal characteristic of "high in summer and low in winter", and each season accounts for 28.96%, 49.84%, 13.02% and 8.17% of the total annual concentration, respectively, which indicates that the contribution of frequent agricultural activities and fertilizer application to NH3 concentration in spring and summer cannot be ignored. The NH3 concentrations and emissions show significant spatiotemporal differences in China, thus preparation of air pollution control plans for different periods of time and regions will be more effective in reducing NH3 emissions.
|
Received: 11 October 2023
|
|
|
|
|
[1] Yin P, Brauer M, Cohen A J, et al. The effect of air pollution on deaths, disease burden, and life expectancy across China and its provinces, 1990~2017:An analysis for the Global Burden of Disease Study 2017[J]. The Lancet Planetary Health, 2020,4(9):e386-e398. [2] Yang G, Wang Y, Zeng Y, et al. Rapid health transition in China, 1990~2010:Findings from the global burden of disease study 2010[J]. The Lancet, 2013,381(9882):1987-2015. [3] Zhang Q, Meng X, Shi S, et al. Overview of particulate air pollution and human health in China:Evidence, challenges, and opportunities[J]. The Innovation, 2022,3(6):100312. [4] Warner J X, Dickerson R R, Wei Z, et al. Increased atmospheric ammonia over the world's major agricultural areas detected from space[J]. Geophysical Research Letters, 2017,44(6):2875-2884. [5] Ti C, Han X, Chang S X, et al. Mitigation of agricultural NH3 emissions reduces PM2.5 pollution in China:A finer scale analysis[J]. Journal of Cleaner Production, 2022,350:131507. [6] Wu Y, Xi X, Tang X, et al. Policy distortions, farm size, and the overuse of agricultural chemicals in China[J]. Proceedings of the National Academy of Sciences, 2018,115(27):7010-7015. [7] Xu W, Song W, Zhang Y, et al. Air quality improvement in a megacity:Implications from 2015 Beijing Parade Blue pollution control actions[J]. Atmospheric Chemistry and Physics, 2017,17(1):31-46. [8] Tian Y, Liu H, Liang T, et al. Ambient air pollution and daily hospital admissions:A nationwide study in 218 Chinese cities[J]. Environmental Pollution, 2018,242:1042-1049. [9] Cohen A J, Brauer M, Burnett R, et al. Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution:an analysis of data from the global burden of diseases study 2015[J]. The Lancet, 2017,389(10082):1907-1918. [10] Van Damme M, Clarisse L, Whitburn S, et al. Industrial and agricultural ammonia point sources exposed[J]. Nature, 2018,564(7734):99-103. [11] Li M, Liu H, Geng G, et al. Anthropogenic emission inventories in China:a review[J]. National Science Review, 2017,4(6):834-866. [12] 董文煊,邢佳,王书肖.1994~2006年中国人为源大气氨排放时空分布[J].环境科学, 2010,31(7):1457-1463. Dong W X, Xing J, Wang S X. Spatial and temporal distribution of atmospheric ammonia emissions from anthropogenic sources in China from 1994 to 2006[J]. Environmental Science, 2010,31(7):1457-1463. [13] Li B, Chen L, Shen W, et al. Improved gridded ammonia emission inventory in China[J]. Atmospheric Chemistry and Physics, 2021, 21(20):15883-15900. [14] Chen S, Cheng M, Guo Z, et al. Enhanced atmospheric ammonia (NH3) pollution in China from 2008 to 2016:Evidence from a combination of observations and emissions[J]. Environmental Pollution, 2020,263:114421. [15] Zhang X, Wu Y, Liu X, et al. Ammonia emissions may be substantially underestimated in China[J]. Environmental Science&Technology, 2017,51(21):12089-12096. [16] Liu L, Xu W, Lu X, et al. Exploring global changes in agricultural ammonia emissions and their contribution to nitrogen deposition since 1980[J]. Proceedings of the National Academy of Sciences, 2022, 119(14):e2121998119. [17] Zheng B, Tong D, Li M, et al. Trends in China's anthropogenic emissions since 2010 as the consequence of clean air actions[J]. Atmospheric Chemistry and Physics, 2018,18(19):14095-14111. [18] Wu Y, Gu B, Erisman J W, et al. PM2.5 pollution is substantially affected by ammonia emissions in China[J]. Environmental pollution, 2016,218:86-94. [19] Wyer K E, Kelleghan D B, Blanes-Vidal V, et al. Ammonia emissions from agriculture and their contribution to fine particulate matter:A review of implications for human health[J]. Journal of Environmental Management, 2022,323:116285. [20] 杨显玉,吕雅琼,邵平,等.四川盆地大气氨与氮氧化物排放对细颗粒物污染的影响及减排潜力[J].中国环境科学, 2022,42(8):3502-3511. Yang X Y, Lu Y Q, Shao P, et al. Effects of atmospheric ammonia and nitrogen oxides emissions on fine particulate matter pollution and abatement potential in the Sichuan Basin[J]. China Environmental Science, 2022,42(8):3502-3511. [21] Huang X, Zhang J, Zhang W, et al. Atmospheric ammonia and its effect on PM2.5 pollution in urban Chengdu, Sichuan Basin, China[J]. Environmental Pollution, 2021,291:118195. [22] Guo Y, Chen Y, Searchinger T D, et al. Air quality, nitrogen use efficiency and food security in China are improved by cost-effective agricultural nitrogen management[J]. Nature Food, 2020,1(10):648-658. [23] 王敬国,林杉,李保国.氮循环与中国农业氮管理[J].中国农业科学, 2016,49(3):503-517. Wang J G, Lin S, Li B G. Nitrogen cycling and management strategies in chinese agriculture[J]. Scientia Agricultura Sinica, 2016,49(3):503-517. [24] Pan Y, Tian S, Zhao Y, et al. Identifying ammonia hotspots in China using a national observation network[J]. Environmental science&technology, 2018,52(7):3926-3934. [25] Vira J, Hess P, Ossohou M, et al. Evaluation of interactive and prescribed agricultural ammonia emissions for simulating atmospheric composition in CAM-chem[J]. Atmospheric Chemistry and Physics, 2022,22(3):1883-1904. [26] Liu L, Zhang X, Xu W, et al. Ground ammonia concentrations over China derived from satellite and atmospheric transport modeling[J]. Remote Sensing, 2017,9(5):467. [27] Evangeliou N, Balkanski Y, Eckhardt S, et al. 10-year satellite-constrained fluxes of ammonia improve performance of chemistry transport models[J]. Atmospheric Chemistry and Physics Discussions, 2021,21(6):4431-4451 [28] Jin J, Fang L, Li B, et al. 4DEnVar-based inversion system for ammonia emission estimation in China through assimilating IASI ammonia retrievals[J]. Environmental Research Letters, 2023,18(3):034005. [29] Van Damme M, Whitburn S, Clarisse L, et al. Version 2 of the IASI NH3neural network retrieval algorithm:Near-real-time and reanalysed datasets[J]. Atmospheric Measurement Techniques, 2017, 10(12):4905-4914. [30] Whitburn S, Van Damme M, Clarisse L, et al. A flexible and robust neural network IASI-NH3 retrieval algorithm[J]. Journal of Geophysical Research:Atmospheres, 2016,121(11):6581-6599. [31] Dammers E, Palm M, Van Damme M, et al. An evaluation of IASI-with ground-based Fourier transform infrared spectroscopy measurements[J]. Atmospheric Chemistry and Physics, 2016,16(16):10351-10368. [32] Ma S. High-resolution assessment of ammonia emissions in China:Inventories, driving forces and mitigation[J]. Atmospheric Environment, 2020,229:117458. [33] Behera S N, Sharma M, Aneja V P, et al. Ammonia in the atmosphere:A review on emission sources, atmospheric chemistry and deposition on terrestrial bodies[J]. Environmental Science and Pollution Research, 2013,20:8092-8131. [34] Pinder R W, Gilliland A B,&Dennis R L. Environmental impact of atmospheric NH3 emissions under present and future conditions in the eastern United States. 2008,35(12):808. [35] Luo Z, Zhang Y, Chen W, et al. Estimating global ammonia (NHz) emissions based on IASI observations from 2008 to 2018[J]. Atmospheric Chemistry and Physics, 2022,22(15):10375-10388. [36] Xu P, Liao Y J, Lin Y H, et al. High-resolution inventory of ammonia emissions from agricultural fertilizer in China from 1978 to 2008[J]. Atmospheric Chemistry and Physics, 2016,16(3):1207-1218. [37] Liu P, Ding J, Liu L, et al. Estimation of surface ammonia concentrations and emissions in China from the polar-orbiting Infrared Atmospheric Sounding Interferometer and the FY-4A Geostationary Interferometric Infrared Sounder[J]. Atmospheric Chemistry and Physics, 2022,22(13):9099-9110. [38] 陈培林,肖欣欣,王勤耕.基于卫星观测的2010~2020年中国高分辨率NH3排放特征[J].中国环境科学, 2023,43(6):2673-2682. Chen P L, Xiao X X, Wang Q G. Characterization of high-resolution NH3 emissions in China from 2010 to 2020 based on satellite observations[J]. China Environmental Science, 2023,43(6):2673-2682. [39] Xu P, Zhang Y, Gong W, et al. An inventory of the emission of ammonia from agricultural fertilizer application in China for 2010 and its high-resolution spatial distribution[J]. Atmospheric Environment, 2015,115:141-148. [40] Liao W, Liu M, Huang X, et al. Estimation for ammonia emissions at county level in China from 2013 to 2018[J]. Science China Earth Sciences, 2022,65(6):1116-1127. [41] Kong L, Tang X, Zhu J, et al. Improved inversion of monthly ammonia emissions in China based on the Chinese ammonia monitoring network and ensemble Kalman filter[J]. Environmental Science&Technology, 2019,53(21):12529-12538. [42] Liu L, Zhang X, Wong A Y H, et al. Estimating global surface ammonia concentrations inferred from satellite retrievals[J]. Atmospheric Chemistry and Physics, 2019,19(18):12051-12066. [43] Hutchinson G L, Millington R J, Peters D B. Atmospheric ammonia:Absorption by plant leaves[J]. Science, 1972,175(4023):771-772. [44] Lachatre M, Fortems-Cheiney A, Foret G, et al. The unintended consequence of SO2 and NO2 regulations over China:Increase of ammonia levels and impact on PM2.5 concentrations[J]. Atmospheric Chemistry and Physics, 2019,19(10):6701-6716. [45] Liu X, Xu W, Duan L, et al. Atmospheric nitrogen emission, deposition, and air quality impacts in China:An overview[J]. Current Pollution Reports, 2017,3:65-77. [46] Wen Z, Xu W, Li Q, et al. Changes of nitrogen deposition in China from 1980 to 2018[J]. Environment International, 2020,144:106022. [47] 中华人民共和国国家统计局.中国统计年鉴[M].北京:中国统计出版社, 2017:12. National Bureau of Statistics of the People's Republic of China. China statistical yearbook[M]. Beijing:China Statistics Press, 2017:12. [48] Huang X, Song Y, Li M, et al. A high-resolution ammonia emission inventory in China[J]. Global Biogeochemical Cycles, 2012,26(1):GB1030. [49] Ren C, Huang X, Liu T, et al. A dynamic ammonia emission model and the online coupling with WRF-Chem (WRF-SoilN-Chem v1.0):Development and regional evaluation in China[J]. Geoscientific Model Development, 2023,16(6):1641-1659. [50] Clarisse L, Clerbaux C, Dentener F, et al. Global ammonia distribution derived from infrared satellite observations[J]. Nature Geoscience, 2009,2(7):479-483. [51] Warner J X, Wei Z, Strow L L, et al. The global tropospheric ammonia distribution as seen in the 13-year AIRS measurement record[J]. Atmospheric Chemistry and Physics, 2016,16(8):5467-5479. [52] Liu L, Zhang X, Xu W, et al. Ground ammonia concentrations over China derived from satellite and atmospheric transport modeling[J]. Remote Sensing, 2017,9(5):467. [53] Wang W, Liu C, Clarisse L, et al. Ground-based measurements of atmospheric by Fourier transform infrared spectrometry at Hefei and comparisons with IASI data[J]. Atmospheric Environment, 2022, 287:119256. [54] Gu M, Pan Y, Walters W W, et al. Vehicular emissions enhanced ammonia concentrations in winter mornings:Insights from diurnal nitrogen isotopic signatures[J]. Environmental Science&Technology, 2022,56(3):1578-1585. [55] Wang Y, Wen Y, Zhang S, et al. Vehicular ammonia emissions significantly contribute to urban PM2.5 pollution in two Chinese megacities[J]. Environmental Science&Technology, 2023,57(7):2698-2705. [56] Kang Y, Liu M, Song Y, et al. High-resolution ammonia emissions inventories in China from 1980 to 2012[J]. Atmospheric Chemistry and Physics, 2016,16(4):2043-2058. [57] Zhang J, Zhuang M, Shan N, et al. Substituting organic manure for compound fertilizer increases yield and decreases NH2 and N2O emissions in an intensive vegetable production systems[J]. Science of the total environment, 2019,670:1184-1189. |
|
|
|