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4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes

We conduct the first 4D‐Var inversion of NH(3) accounting for NH(3) bi‐directional flux, using CrIS satellite NH(3) observations over Europe in 2016. We find posterior NH(3) emissions peak more in springtime than prior emissions at continental to national scales, and annually they are generally smal...

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Autores principales: Cao, Hansen, Henze, Daven K., Zhu, Liye, Shephard, Mark W., Cady‐Pereira, Karen, Dammers, Enrico, Sitwell, Michael, Heath, Nicholas, Lonsdale, Chantelle, Bash, Jesse O., Miyazaki, Kazuyuki, Flechard, Christophe, Fauvel, Yannick, Kruit, Roy Wichink, Feigenspan, Stefan, Brümmer, Christian, Schrader, Frederik, Twigg, Marsailidh M., Leeson, Sarah, Tang, Yuk S., Stephens, Amy C. M., Braban, Christine, Vincent, Keith, Meier, Mario, Seitler, Eva, Geels, Camilla, Ellermann, Thomas, Sanocka, Agnieszka, Capps, Shannon L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9286853/
https://www.ncbi.nlm.nih.gov/pubmed/35865809
http://dx.doi.org/10.1029/2021JD035687
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author Cao, Hansen
Henze, Daven K.
Zhu, Liye
Shephard, Mark W.
Cady‐Pereira, Karen
Dammers, Enrico
Sitwell, Michael
Heath, Nicholas
Lonsdale, Chantelle
Bash, Jesse O.
Miyazaki, Kazuyuki
Flechard, Christophe
Fauvel, Yannick
Kruit, Roy Wichink
Feigenspan, Stefan
Brümmer, Christian
Schrader, Frederik
Twigg, Marsailidh M.
Leeson, Sarah
Tang, Yuk S.
Stephens, Amy C. M.
Braban, Christine
Vincent, Keith
Meier, Mario
Seitler, Eva
Geels, Camilla
Ellermann, Thomas
Sanocka, Agnieszka
Capps, Shannon L.
author_facet Cao, Hansen
Henze, Daven K.
Zhu, Liye
Shephard, Mark W.
Cady‐Pereira, Karen
Dammers, Enrico
Sitwell, Michael
Heath, Nicholas
Lonsdale, Chantelle
Bash, Jesse O.
Miyazaki, Kazuyuki
Flechard, Christophe
Fauvel, Yannick
Kruit, Roy Wichink
Feigenspan, Stefan
Brümmer, Christian
Schrader, Frederik
Twigg, Marsailidh M.
Leeson, Sarah
Tang, Yuk S.
Stephens, Amy C. M.
Braban, Christine
Vincent, Keith
Meier, Mario
Seitler, Eva
Geels, Camilla
Ellermann, Thomas
Sanocka, Agnieszka
Capps, Shannon L.
author_sort Cao, Hansen
collection PubMed
description We conduct the first 4D‐Var inversion of NH(3) accounting for NH(3) bi‐directional flux, using CrIS satellite NH(3) observations over Europe in 2016. We find posterior NH(3) emissions peak more in springtime than prior emissions at continental to national scales, and annually they are generally smaller than the prior emissions over central Europe, but larger over most of the rest of Europe. Annual posterior anthropogenic NH(3) emissions for 25 European Union members (EU25) are 25% higher than the prior emissions and very close (<2% difference) to other inventories. Our posterior annual anthropogenic emissions for EU25, the UK, the Netherlands, and Switzerland are generally 10%–20% smaller than when treating NH(3) fluxes as uni‐directional emissions, while the monthly regional difference can be up to 34% (Switzerland in July). Compared to monthly mean in‐situ observations, our posterior NH(3) emissions from both schemes generally improve the magnitude and seasonality of simulated surface NH(3) and bulk NH( x ) wet deposition throughout most of Europe, whereas evaluation against hourly measurements at a background site shows the bi‐directional scheme better captures observed diurnal variability of surface NH(3). This contrast highlights the need for accurately simulating diurnal variability of NH(3) in assimilation of sun‐synchronous observations and also the potential value of future geostationary satellite observations. Overall, our top‐down ammonia emissions can help to examine the effectiveness of air pollution control policies to facilitate future air pollution management, as well as helping us understand the uncertainty in top‐down NH(3) emissions estimates associated with treatment of NH(3) surface exchange.
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spelling pubmed-92868532022-07-19 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes Cao, Hansen Henze, Daven K. Zhu, Liye Shephard, Mark W. Cady‐Pereira, Karen Dammers, Enrico Sitwell, Michael Heath, Nicholas Lonsdale, Chantelle Bash, Jesse O. Miyazaki, Kazuyuki Flechard, Christophe Fauvel, Yannick Kruit, Roy Wichink Feigenspan, Stefan Brümmer, Christian Schrader, Frederik Twigg, Marsailidh M. Leeson, Sarah Tang, Yuk S. Stephens, Amy C. M. Braban, Christine Vincent, Keith Meier, Mario Seitler, Eva Geels, Camilla Ellermann, Thomas Sanocka, Agnieszka Capps, Shannon L. J Geophys Res Atmos Research Article We conduct the first 4D‐Var inversion of NH(3) accounting for NH(3) bi‐directional flux, using CrIS satellite NH(3) observations over Europe in 2016. We find posterior NH(3) emissions peak more in springtime than prior emissions at continental to national scales, and annually they are generally smaller than the prior emissions over central Europe, but larger over most of the rest of Europe. Annual posterior anthropogenic NH(3) emissions for 25 European Union members (EU25) are 25% higher than the prior emissions and very close (<2% difference) to other inventories. Our posterior annual anthropogenic emissions for EU25, the UK, the Netherlands, and Switzerland are generally 10%–20% smaller than when treating NH(3) fluxes as uni‐directional emissions, while the monthly regional difference can be up to 34% (Switzerland in July). Compared to monthly mean in‐situ observations, our posterior NH(3) emissions from both schemes generally improve the magnitude and seasonality of simulated surface NH(3) and bulk NH( x ) wet deposition throughout most of Europe, whereas evaluation against hourly measurements at a background site shows the bi‐directional scheme better captures observed diurnal variability of surface NH(3). This contrast highlights the need for accurately simulating diurnal variability of NH(3) in assimilation of sun‐synchronous observations and also the potential value of future geostationary satellite observations. Overall, our top‐down ammonia emissions can help to examine the effectiveness of air pollution control policies to facilitate future air pollution management, as well as helping us understand the uncertainty in top‐down NH(3) emissions estimates associated with treatment of NH(3) surface exchange. John Wiley and Sons Inc. 2022-05-06 2022-05-16 /pmc/articles/PMC9286853/ /pubmed/35865809 http://dx.doi.org/10.1029/2021JD035687 Text en © 2022. The Authors. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Article
Cao, Hansen
Henze, Daven K.
Zhu, Liye
Shephard, Mark W.
Cady‐Pereira, Karen
Dammers, Enrico
Sitwell, Michael
Heath, Nicholas
Lonsdale, Chantelle
Bash, Jesse O.
Miyazaki, Kazuyuki
Flechard, Christophe
Fauvel, Yannick
Kruit, Roy Wichink
Feigenspan, Stefan
Brümmer, Christian
Schrader, Frederik
Twigg, Marsailidh M.
Leeson, Sarah
Tang, Yuk S.
Stephens, Amy C. M.
Braban, Christine
Vincent, Keith
Meier, Mario
Seitler, Eva
Geels, Camilla
Ellermann, Thomas
Sanocka, Agnieszka
Capps, Shannon L.
4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title_full 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title_fullStr 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title_full_unstemmed 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title_short 4D‐Var Inversion of European NH(3) Emissions Using CrIS NH(3) Measurements and GEOS‐Chem Adjoint With Bi‐Directional and Uni‐Directional Flux Schemes
title_sort 4d‐var inversion of european nh(3) emissions using cris nh(3) measurements and geos‐chem adjoint with bi‐directional and uni‐directional flux schemes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9286853/
https://www.ncbi.nlm.nih.gov/pubmed/35865809
http://dx.doi.org/10.1029/2021JD035687
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