High-spatiotemporal-resolution inverse estimation of CO and NOx emission reductions during emission control periods with a modified ensemble Kalman filter
Tài liệu tham khảo
Akimoto, 2019, Comparison of surface ozone simulation among selected regional models in MICS-Asia III - effects of chemistry and vertical transport for the causes of difference, Atmos. Chem. Phys., 19, 603, 10.5194/acp-19-603-2019
Bocquet, 2015, Data assimilation in atmospheric chemistry models: current status and future prospects for coupled chemistry meteorology models, Atmos. Chem. Phys., 15, 5325, 10.5194/acp-15-5325-2015
Byun, 1995, Design artifacts in eulerian air quality models: evaluation of the effects of layer thickness and vertical profile correction on surface ozone concentrations, Atmos. Environ., 29, 105, 10.1016/1352-2310(94)00225-A
Carmichael, 2008, Predicting air quality: improvements through advanced methods to integrate models and measurements, J. Comput. Phys., 227, 3540, 10.1016/j.jcp.2007.02.024
Chen, 2015, Characteristics and sources of submicron aerosols above the urban canopy (260 m) in Beijing, China, during the 2014 APEC summit, Atmos. Chem. Phys., 15, 12879, 10.5194/acp-15-12879-2015
Chen, 2019, MICS-Asia III: multi-model comparison and evaluation of aerosol over East Asia, Atmos. Chem. Phys., 19, 11911, 10.5194/acp-19-11911-2019
Chen, 2016, Estimating ship emissions based on AIS data for port of Tianjin, China, Atmos. Environ., 145, 10, 10.1016/j.atmosenv.2016.08.086
Chu, 2018, Evaluating the impact of emissions regulations on the emissions reduction during the 2015 China victory day parade with an ensemble square root filter, J. Geophys. Res.: Atmospheres, 123, 4122, 10.1002/2017JD027631
Ding, 2015, NOx emission estimates during the 2014 Youth Olympic Games in Nanjing, Atmos. Chem. Phys., 15, 9399, 10.5194/acp-15-9399-2015
Evensen, 2003, The ensemble Kalman filter: theoretical formulation and practical implementation, Ocean Dynam., 53, 343, 10.1007/s10236-003-0036-9
Evensen, 2004, Sampling strategies and square root analysis schemes for the EnKF, Ocean Dynam., 54, 539, 10.1007/s10236-004-0099-2
Feng, 2020, CO emissions inferred from surface CO observations over China in December 2013 and 2017, J. Geophys. Res.: Atmospheres, 125, 10.1029/2019JD031808
François, 2005, The establishment of the atmospheric emission inventories of the ESCOMPTE program, Atmos. Res., 74, 5, 10.1016/j.atmosres.2004.10.002
Gao, 2011, Emission controls versus meteorological conditions in determining aerosol concentrations in Beijing during the 2008 Olympic Games, Atmos. Chem. Phys., 11, 12437, 10.5194/acp-11-12437-2011
Gaspari, 1999, Construction of correlation functions in two and three dimensions, Q. J. R. Meteorol. Soc., 125, 723, 10.1002/qj.49712555417
Godish, 2014
Guenther, 2006, Estimates of global terrestrial isoprene emissions using MEGAN (model of emissions of Gases and aerosols from nature), Atmos. Chem. Phys., 6, 3181, 10.5194/acp-6-3181-2006
He, 2007, Variations of the increasing trend of tropospheric NO2 over central east China during the past decade, Atmos. Environ., 41, 4865, 10.1016/j.atmosenv.2007.02.009
Hogrefe, 2017, Persistence of initial conditions in continental scale air quality simulations, Atmos. Environ., 160, 36, 10.1016/j.atmosenv.2017.04.009
Holloway, 2000, Global distribution of carbon monoxide, J. Geophys. Res.-Atmospheres, 105, 12123, 10.1029/1999JD901173
Horowitz, 2003, A global simulation of tropospheric ozone and related tracers: description and evaluation of MOZART, version 2, J. Geophys. Res.: Atmospheres, 108, 10.1029/2002JD002853
Houtekamer, 2001, A sequential ensemble Kalman filter for atmospheric data assimilation, Mon. Weather Rev., 129, 123, 10.1175/1520-0493(2001)129<0123:ASEKFF>2.0.CO;2
Huang, 2014, High secondary aerosol contribution to particulate pollution during haze events in China, Nature, 514, 218, 10.1038/nature13774
Iodice, 2013, Evaluation of dispersion models for predicting carbon monoxide concentrations from motor vehicles in a metropolitan area, Int. Rev. Model. Simulat., 6, 1928
Iodice, 2016, New research assessing the effect of engine operating conditions on regulated emissions of a 4-stroke motorcycle by test bench measurements, Environ. Impact Assess. Rev., 61, 61, 10.1016/j.eiar.2016.07.004
Itahashi, 2020, MICS-Asia III: overview of model intercomparison and evaluation of acid deposition over Asia, Atmos. Chem. Phys., 20, 2667, 10.5194/acp-20-2667-2020
Kong, 2020, Evaluation and uncertainty investigation of the NO2, CO and NH3 modeling over China under the framework of MICS-Asia III, Atmos. Chem. Phys., 20, 181, 10.5194/acp-20-181-2020
Lan, 2016, Public perception of air pollution and health effects in Nanchang, China, Air Qual. Atmos. Health, 9, 951, 10.1007/s11869-016-0397-0
Li, 2017, Rapid formation of a severe regional winter haze episode over a mega-city cluster on the North China Plain, Environ. Pollut., 223, 605, 10.1016/j.envpol.2017.01.063
Li, 2018, Estimation of PM2.5 mortality burden in China with new exposure estimation and local concentration-response function, Environ. Pollut., 243, 1710, 10.1016/j.envpol.2018.09.089
Li, 2016, Modeling study of surface ozone source-receptor relationships in East Asia, Atmos. Res., 167, 77, 10.1016/j.atmosres.2015.07.010
Liu, 2016, Recent reduction in NO x emissions over China: synthesis of satellite observations and emission inventories, Environ. Res. Lett., 11, 114002, 10.1088/1748-9326/11/11/114002
Li, 2017, MIX: a mosaic Asian anthropogenic emission inventory under the international collaboration framework of the MICS-Asia and HTAP, Atmos. Chem. Phys., 17, 935, 10.5194/acp-17-935-2017
Liu, 2001, Influences of initial conditions and boundary conditions on regional and urban scale Eulerian air quality transport model simulations, Chemosphere Global Change Sci., 3, 175, 10.1016/S1465-9972(00)00048-9
Lu, 2017, Source tagging modeling study of heavy haze episodes under complex regional transport processes over Wuhan megacity, Central China, Environ. Pollut., 231, 612, 10.1016/j.envpol.2017.08.046
Meirink, 2006, Sensitivity analysis of methane emissions derived from SCIAMACHY observations through inverse modelling, Atmos. Chem. Phys., 6, 1275, 10.5194/acp-6-1275-2006
Miyazaki, 2017, Decadal changes in global surface NOx emissions from multi-constituent satellite data assimilation, Atmos. Chem. Phys., 17, 807, 10.5194/acp-17-807-2017
Nenes, 1998, ISORROPIA: a new thermodynamic equilibrium model for multiphase multicomponent inorganic aerosols, Aquat. Geochem., 4, 123, 10.1023/A:1009604003981
Odum, 1997, The atmospheric aerosol-forming potential of whole gasoline vapor, Science, 276, 96, 10.1126/science.276.5309.96
Pandis, 1992, Secondary organic aerosol formation and transport, Atmos. Environ. Part A. General Topics, 26, 2269, 10.1016/0960-1686(92)90358-R
Ren, 2019, Impact of emission controls on air quality in Beijing during the 2015 China Victory Day Parade: implication from organic aerosols, Atmos. Environ., 198, 207, 10.1016/j.atmosenv.2018.10.061
Sakov, 2016, A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters, Tellus Dyn. Meteorol. Oceanogr., 60, 361, 10.1111/j.1600-0870.2007.00299.x
Stockwell, 1990, The second generation regional acid deposition model chemical mechanism for regional air quality modeling, J. Geophys. Res.: Atmospheres, 95, 16343, 10.1029/JD095iD10p16343
Streets, 2013, Emissions estimation from satellite retrievals: a review of current capability, Atmos. Environ., 77, 1011, 10.1016/j.atmosenv.2013.05.051
Sun, 2009, Comparison of deterministic ensemble Kalman filters for assimilating hydrogeological data, Adv. Water Resour., 32, 280, 10.1016/j.advwatres.2008.11.006
Sun, 2018, Long-term trends of anthropogenic SO2, NOx, CO, and NMVOCs emissions in China, Earths Future, 6, 1112, 10.1029/2018EF000822
Tang, 2015, Impact of emission controls on air quality in Beijing during APEC 2014: lidar ceilometer observations, Atmos. Chem. Phys., 15, 12667, 10.5194/acp-15-12667-2015
Tang, 2016, Limitations of ozone data assimilation with adjustment of NOx emissions: mixed effects on NO2 forecasts over Beijing and surrounding areas, Atmos. Chem. Phys., 16, 6395, 10.5194/acp-16-6395-2016
Tang, 2011, Improvement of ozone forecast over Beijing based on ensemble Kalman filter with simultaneous adjustment of initial conditions and emissions, Atmos. Chem. Phys., 11, 12901, 10.5194/acp-11-12901-2011
Tang, 2013, Inversion of CO emissions over Beijing and its surrounding areas with ensemble Kalman filter, Atmos. Environ., 81, 676, 10.1016/j.atmosenv.2013.08.051
Tao, 2020, Evaluation of NU-WRF model performance on air quality simulation under various model resolutions - an investigation within the framework of MICS-Asia Phase III, Atmos. Chem. Phys., 20, 2319, 10.5194/acp-20-2319-2020
Thompson, 1992, The oxidizing capacity of the earths atmosphere - probable past and future changes, Science, 256, 1157, 10.1126/science.256.5060.1157
Verma, 2017, Estimates of spatially and temporally resolved constrained black carbon emission over the Indian region using a strategic integrated modelling approach, Atmos. Res., 195, 9, 10.1016/j.atmosres.2017.05.007
Villani, 2010, Inverse modeling of European CH4 emissions: sensitivity to the observational network, Atmos. Chem. Phys., 10, 1249, 10.5194/acp-10-1249-2010
von Schneidemesser, 2010, Global comparison of VOC and CO observations in urban areas, Atmos. Environ., 44, 5053, 10.1016/j.atmosenv.2010.09.010
Walcek, 1998, A simple but accurate mass conservative, peak-preserving, mixing ratio bounded advection algorithm with FORTRAN code, Atmos. Environ., 32, 3863, 10.1016/S1352-2310(98)00099-5
Wang, 2014, Estimating halocarbon emissions using measured ratio relative to tracers in China, Atmos. Environ., 89, 816, 10.1016/j.atmosenv.2014.03.025
Wang, 2008, Study on ambient air quality in Beijing for the summer 2008 Olympic Games, Air Qual. Atmos. Health, 1, 31, 10.1007/s11869-008-0003-1
Wang, 2006, Development and application of nested air quality prediction modeling system, Chin. J. Atmos. Sci., 30, 778
Wesely, 1989, Parameterization of surface resistances to gaseous dry deposition in regional-scale numerical models, Atmos. Environ., 23, 1293, 10.1016/0004-6981(89)90153-4
Wu, 2018, Probabilistic automatic outlier detection for surface air quality measurements from the China National environmental monitoring network, Adv. Atmos. Sci., 35, 1522, 10.1007/s00376-018-8067-9
Yang, 2013, Rapid health transition in China, 1990–2010: findings from the global burden of disease study 2010, Lancet, 381, 1987, 10.1016/S0140-6736(13)61097-1
Zaveri, 1999, A new lumped structure photochemical mechanism for large-scale applications, J. Geophys. Res.: Atmospheres, 104, 30387, 10.1029/1999JD900876
Zhang, 2016, Sources and processes affecting fine particulate matter pollution over North China: an adjoint analysis of the Beijing APEC period, Environ. Sci. Technol., 50, 8731, 10.1021/acs.est.6b03010
Zhang, 2001, A size-segregated particle dry deposition scheme for an atmospheric aerosol module, Atmos. Environ., 35, 549, 10.1016/S1352-2310(00)00326-5