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The Impact of Non-Local Ammonia on Submicron Particulate
Matter and Visibility Degradation in Urban Shanghai	
  
	
  	
  
	
  
Roeland	
  Jansen,	
  Jianmin	
  Chen,	
  Yunjie	
  Hu	
  
Department	
  of	
  Environmental	
  Science	
  &	
  Engineering,	
  Fudan	
  University,	
  Shanghai	
  200433,	
  China	
  
	
  Abstract	
  
To	
  study	
  the	
  role	
  of	
  submicron	
  parHculate	
  maIer	
  on	
  visibility	
  degradaHon	
  in	
  urban	
  Shanghai,	
  mass	
  concentraHons	
  of	
  PM1,	
  secondary	
  inorganic	
  aerosol	
  (SIA)	
  in	
  PM1	
  and	
  mixing	
  raHos	
  of	
  SIA	
  
precursor	
  gasses	
  were	
  on-­‐line	
  monitored	
  during	
  a	
  4-­‐week	
  intensive	
  campaign	
  in	
  December	
  2012.	
  During	
  the	
  4	
  weeks	
  of	
  measurements,	
  8	
  haze	
  periods	
  were	
  idenHfied	
  when	
  on	
  average	
  PM1	
  mass	
  
increased	
  to	
  62.1±25.6	
  μg/m3	
  compared	
  to	
  30.7±17.1	
  μg/m3	
  during	
  clear	
  weather	
  periods.	
  The	
  sum	
  of	
  SIA	
  in	
  PM1	
  roughly	
  doubled	
  in	
  mass	
  concentraHon	
  during	
  the	
  haze	
  from	
  14.9±7.4	
  μg/m3	
  
during	
  clear	
  periods	
  to	
  29.7±10.7	
  μg/m3	
  during	
  the	
  haze	
  periods.	
  CorrelaHon	
  coefficients	
  (R2)	
  of	
  the	
  visibility	
  as	
  funcHon	
  of	
  mass	
  concentraHons	
  of	
  SIA	
  species	
  in	
  PM1	
  show	
  negaHve	
  exponenHal	
  
relaHons	
  implying	
  the	
  importance	
  of	
  the	
  SIA	
  species	
  in	
  visibility	
  reducHon.	
  The	
  important	
  role	
  of	
  ammonia	
  in	
  SIA	
  formaHon	
  is	
  recognized	
  and	
  demonstrated.	
  During	
  all	
  periods	
  ammonium	
  
neutralizes	
  sulfate	
  and	
  nitrate	
  and	
  the	
  molar	
  equivalent	
  raHo	
  of	
  ammonium	
  vs.	
  the	
  sum	
  of	
  sulfate	
  and	
  nitrate	
  increases	
  during	
  the	
  haze	
  episodes	
  indicaHng	
  more	
  ammonium	
  is	
  bound	
  to	
  other	
  
species	
  than	
  sulfate	
  and	
  nitrate	
  during	
  the	
  haze	
  compared	
  to	
  clear	
  weather.	
  Air	
  mass	
  backward	
  trajectories	
  introducing	
  the	
  haze	
  periods	
  are	
  studied	
  to	
  see	
  the	
  impact	
  of	
  non-­‐local	
  air	
  pollutants	
  
on	
  visibility	
  degradaHon.	
  Air	
  masses	
  arrived	
  Shanghai	
  passing	
  over	
  nearby	
  ammonia	
  rich	
  areas	
  where	
  the	
  air	
  masses	
  are	
  likely	
  enriched	
  with	
  ammonia	
  before	
  they	
  reach	
  urban	
  Shanghai.	
  	
  
Loca+on	
  of	
  the	
  measurement	
  site	
  
	
  
The	
   measurement	
   site	
   is	
   located	
   in	
   Shanghai	
   (Fudan	
   University,	
   4th	
  
teaching	
   building).	
   LocaHons	
   1,	
   2	
   and	
   3	
   are	
   Yangzhou	
   (NW	
   of	
  
Shanghai),	
  Nantong	
  (NNW	
  of	
  Shanghai)	
  and	
  Jiaxing	
  (SW	
  of	
  Shanghai).
	
  
Introduc+on	
  
The	
  YRD	
  area	
  has	
  become	
  of	
  increasing	
  interest	
  to	
  anthropogenic	
  emission	
  studies	
  due	
  to	
  large-­‐scale	
  industrial-­‐	
  
and	
  agricultural	
  acHviHes	
  needed	
  to	
  meet	
  the	
  energy-­‐	
  and	
  food	
  demand	
  of	
  the	
  large	
  populaHon.	
  Shanghai	
  has	
  
been	
  subject	
  of	
  studies	
  to	
  demonstrate	
  consequences	
  of	
  its	
  urbanizaHon	
  and	
  visibility	
  degradaHon	
  due	
  to	
  air	
  
polluHon	
  is	
  one	
  of	
  these	
  consequences.	
  In	
  urban	
  areas,	
  elevated	
  concentraHons	
  of	
  air	
  pollutants	
  may	
  lead	
  to	
  
periods	
   of	
   haze	
   and	
   in	
   Shanghai	
   the	
   phenomenon	
   of	
   haze	
   has	
   become	
   a	
   regular	
   happening.	
   Of	
   the	
   air	
  
pollutants,	
   atmospheric	
   aerosol	
   is	
   mainly	
   responsible	
   for	
   the	
   visibility	
   degradaHon	
   due	
   to	
   aerosol	
   light	
  
scaIering.	
   The	
   submicron	
   aerosol	
   size	
   range	
   (described	
   as	
   PM1)	
   is	
   highly	
   efficient	
   in	
   scaIering	
   of	
   light.	
  
Chemically	
  this	
  size	
  fracHon	
  comprises	
  a	
  large	
  mass	
  of	
  secondary	
  inorganic	
  aerosol	
  (SIA)	
  species	
  ammonium	
  
(NH4
+),	
   nitrate	
   (NO3
-­‐),	
   sulfate	
   (SO4
2-­‐)	
   and	
   chloride	
   (Cl-­‐)	
   With	
   the	
   large	
   mass	
   fracHon	
   of	
   SIA	
   in	
   PM1	
   and	
   the	
  
scaIering	
  efficiency	
  of	
  PM1,	
  it	
  seems	
  crucial	
  to	
  relate	
  the	
  role	
  of	
  PM1	
  to	
  visibility	
  degradaHon.	
  Here	
  we	
  present	
  
hourly	
   mass	
   concentraHons	
   of	
   SIA	
   species	
   ammonium,	
   nitrate	
   and	
   sulfate	
   in	
   PM1	
   in	
   Shanghai	
   for	
   a	
   4-­‐week	
  
intensive	
  measurement	
  campaign	
  in	
  December	
  2012.	
  The	
  importance	
  of	
  the	
  presence	
  of	
  ammonium	
  during	
  
periods	
   of	
   visibility	
   degradaHon	
   is	
   demonstrated.	
   To	
   demonstrate	
   that	
   the	
   precursor	
   gas	
   of	
   ammonium,	
  
ammonia,	
  is	
  coming	
  from	
  non-­‐local	
  sources,	
  backward	
  trajectories	
  of	
  air	
  masses	
  arriving	
  at	
  the	
  sampling	
  site	
  
were	
  computed	
  using	
  the	
  Hybrid	
  Single-­‐ParHcle	
  Lagrangian	
  Integrated	
  Trajectory	
  model	
  4.	
  
Results	
  and	
  Discussion	
  
8	
   haze	
   episodes	
   were	
   idenHfied	
   (RH<90%	
   while	
   visiility	
   <10	
   km)	
   and	
   the	
   mass	
  
concentraHons	
   of	
   PM1	
   differ	
   significantly	
   during	
   the	
   periods	
   of	
   haze	
   and	
   clear	
   weather	
  
periods.	
  An	
  average	
  of	
  30.7±17.1	
  μg/m3	
  during	
  ‘clear’	
  periods	
  is	
  measured	
  and	
  an	
  average	
  
of	
  62.1±25.6	
  μg/m3	
  during	
  haze	
  periods.	
  The	
  sum	
  of	
  SIA	
  species	
  show	
  a	
  similar	
  trend	
  and	
  
increased	
   from	
   an	
   average	
   of	
   14.9±7.4	
   μg/m3	
   during	
   ‘clear’	
   periods	
   to	
   29.7±10.7	
   μg/m3	
  
during	
  haze	
  periods.	
  This	
  means	
  the	
  mass	
  contribuHon	
  of	
  SIA	
  to	
  PM1	
  during	
  clear	
  periods	
  
averaged	
  51.0±12.3	
  %	
  while	
  the	
  mass	
  contribuHon	
  during	
  haze	
  averaged	
  48.2±7.9	
  %.	
  	
  
	
  
	
  
Summary	
  and	
  conclusion	
  
During	
  a	
  4-­‐week	
  intensive	
  campaign	
  the	
  role	
  of	
  submicron	
  aerosol	
  on	
  Shanghai’s	
  haze	
  was	
  studied	
  using	
  hourly	
  mass	
  concentraHons	
  of	
  PM1	
  and	
  SIA	
  species	
  (NH4
+,	
  NO3
-­‐,	
  SO4
2-­‐)	
  in	
  PM1.	
  SIA	
  
precursor	
  gas	
  ammonia	
  plays	
  a	
  vital	
  role	
  in	
  the	
  visibility	
  degradaHon	
  and	
  origins	
  from	
  nearby	
  agriculture	
  acHviHes	
  in	
  the	
  YRD.	
  Local	
  emissions	
  of	
  NOx	
  and	
  SO2	
  react	
  with	
  the	
  transported	
  NH3	
  
to	
  form	
  SIA	
  and	
  the	
  SIA	
  largely	
  contributes	
  to	
  the	
  PM1	
  mass	
  	
  in	
  urban	
  Shanghai.	
  	
  	
  	
  
Instrumenta+on	
  
Data	
   for	
   SIA	
   species	
   and	
   related	
   trace	
   gasses	
   was	
   obtained	
   using	
  
MARGA.	
   Visibility	
   was	
   monitored	
   together	
   with	
   all	
   standard	
  
meteorological	
   parameters	
   and	
   PM1	
   mass	
   was	
   obtained	
   with	
   a	
  
SHARP.	
  
Start and end time Vis.
(km.)
RH
(%)
Aerosol species (µg/m3
)
NH4
+
SO4
2-
NO3
-
PM1
Gas species (µg/m3
)
NH3 SO2 HNO3
1. 3/12 12.00 – 3/12 21.00 8.4 64 6.4 9.7 8.4 48.6 2.5 20.0 0.7
2. 7/12 22.00 – 9/12 01.00 7.6 56 11.0 10.9 19.3 93.2 5.1 47.4 2.0
3. 14/12 12.00 – 15/12 00.00 6.4 76 8.2 10.5 9.9 65.0 11.8 18.9 0.9
4. 16/12 15.00 – 17/12 07.00 6.6 83 4.9 8.5 4.8 31.4 9.5 2.9 0.4
5. 21/12 09.00 – 21/12 18.00 5.4 87 4.6 7.4 4.2 44.7 3.7 3.1 0.5
6. 22/12 09.00 – 22/12 14.00 7.1 74 7.9 12.6 10.6 54.3 3.2 15.9 0.7
7. 23/12 07.00 – 23/12 16.00 9.2 57 9.3 12.6 14.9 65.7 1.1 60.5 2.0
8. 29/12 23.00 – 30/12 06.00 6.7 81 5.5 7.9 8.4 48.0 1.7 8.9 0.8
Ave. ‘Haze periods’ (94 hours) 7.2 70 7.9 10.1 11.7 62.1 5.4 26.9 1.4
Ave. ‘Foggy’ periods (40 hours) 5.4 94 2.9 5.2 2.5 24.2 4.7 3.2 0.4
Ave. ‘Clear’ periods (483 hours) 25.6 59 3.9 5.8 5.2 30.7 3.3 23.1 0.9
	
  1	
  
The	
  correlaHons	
  between	
  visibility	
  and	
  PM1	
  mass	
  concentraHons	
  of	
  SIA	
  species	
  during	
  clear	
  and	
  
haze	
  periods	
  are	
  explored	
  to	
  demonstrate	
  the	
  importance	
  of	
  the	
  SIA	
  species	
  in	
  visibility	
  reducHon.	
  
The	
  visibility	
  decreases	
  exponenHally	
  with	
  increase	
  of	
  PM1	
  mass	
  and	
  a	
  same	
  trend	
  is	
  observed	
  for	
  
SIA	
  species.	
  The	
  correlaHon	
  coefficients	
  (R2)	
  of	
  the	
  visibility	
  as	
  funcHon	
  of	
  the	
  concentraHons	
  are	
  in	
  
the	
  order	
  of	
  PM1	
  (0.56)	
  >	
  ammonium	
  (0.52)	
  >	
  sulfate	
  (0.41)	
  >	
  nitrate	
  (0.39).	
  	
  
We	
   can	
   predict	
   the	
   amount	
   of	
   ammonium	
   in	
   the	
   aerosol	
  
assuming	
   that	
   all	
   ammonium	
   is	
   coupled	
   to	
   sulfate	
   and	
  
nitrate.	
  For	
  that	
  we	
  apply:	
  
	
  	
  
NH4
+
PRED	
  =	
  18*	
  ((SO4
2-­‐/48)	
  +	
  (NO3
-­‐/62)) 	
  	
  
	
  	
  
Data	
   shows	
   very	
   good	
   agreement	
   between	
   the	
   predicted	
  
and	
  measured	
  NH4
+	
  (R2	
  =	
  0.97).	
  The	
  slope	
  of	
  the	
  regression	
  
shows	
  an	
  overesHmaHon	
  of	
  0.12	
  which	
  means,	
  on	
  average,	
  
12	
  mass%	
  NH4
+	
  is	
  not	
  coupled	
  to	
  sulfate	
  or	
  nitrate	
  but	
  likely	
  
to	
  species	
  such	
  as	
  chloride	
  and	
  bisulfate.	
  
Time	
   series	
   together	
   with	
   the	
   correlaHons	
   demonstrate	
   that	
   NH4
+,	
   SO4
2-­‐	
   and	
   NO3
-­‐	
   in	
   PM1	
   follow	
  
similar	
  trends.	
  In	
  general	
  NH3	
  concentraHons	
  show	
  a	
  different	
  trend	
  with	
  SO2	
  (correlaHon	
  R2=0.17)	
  
and	
  HNO3	
  (correlaHon	
  R2=0.07)	
  and	
  this	
  indicates	
  NH3	
  is	
  from	
  a	
  different	
  source	
  than	
  SO2	
  and	
  HNO3.	
  
It	
  is	
  well	
  known	
  that	
  the	
  traffic	
  and	
  industry	
  in	
  Shanghai	
  are	
  responsible	
  for	
  elevated	
  NOx	
  and	
  SO2	
  by	
  
the	
  numerous	
  point	
  sources	
  of	
  NOx	
  and	
  SO2	
  emission	
  by	
  power	
  plants	
  and	
  industrial	
  acHviHes	
  in	
  
Shanghai.	
   Hence	
   the	
   assumpHon	
   that	
   NH3	
   is	
   transported	
   to	
   the	
   urban	
   area	
   where	
   it	
   reacts	
   with	
  
HNO3	
  and	
  H2SO4	
  to	
  form	
  the	
  SIA	
  species.	
  NH3	
  emission	
  sources	
  are	
  Yangzhou	
  (NW	
  of	
  Shanghai),	
  
Nantong	
   (NNW	
   of	
   Shanghai)	
   and	
   Jiaxing	
   (SW	
   of	
   Shanghai).	
   We	
   show	
   72-­‐hour	
   air	
   mass	
   backward	
  
trajectories	
  for	
  all	
  the	
  haze	
  periods	
  to	
  study	
  the	
  long-­‐distance	
  impact	
  of	
  ammonia	
  on	
  the	
  visibility	
  
degradaHon.	
  

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Trajectoriesposter

  • 1. The Impact of Non-Local Ammonia on Submicron Particulate Matter and Visibility Degradation in Urban Shanghai         Roeland  Jansen,  Jianmin  Chen,  Yunjie  Hu   Department  of  Environmental  Science  &  Engineering,  Fudan  University,  Shanghai  200433,  China    Abstract   To  study  the  role  of  submicron  parHculate  maIer  on  visibility  degradaHon  in  urban  Shanghai,  mass  concentraHons  of  PM1,  secondary  inorganic  aerosol  (SIA)  in  PM1  and  mixing  raHos  of  SIA   precursor  gasses  were  on-­‐line  monitored  during  a  4-­‐week  intensive  campaign  in  December  2012.  During  the  4  weeks  of  measurements,  8  haze  periods  were  idenHfied  when  on  average  PM1  mass   increased  to  62.1±25.6  μg/m3  compared  to  30.7±17.1  μg/m3  during  clear  weather  periods.  The  sum  of  SIA  in  PM1  roughly  doubled  in  mass  concentraHon  during  the  haze  from  14.9±7.4  μg/m3   during  clear  periods  to  29.7±10.7  μg/m3  during  the  haze  periods.  CorrelaHon  coefficients  (R2)  of  the  visibility  as  funcHon  of  mass  concentraHons  of  SIA  species  in  PM1  show  negaHve  exponenHal   relaHons  implying  the  importance  of  the  SIA  species  in  visibility  reducHon.  The  important  role  of  ammonia  in  SIA  formaHon  is  recognized  and  demonstrated.  During  all  periods  ammonium   neutralizes  sulfate  and  nitrate  and  the  molar  equivalent  raHo  of  ammonium  vs.  the  sum  of  sulfate  and  nitrate  increases  during  the  haze  episodes  indicaHng  more  ammonium  is  bound  to  other   species  than  sulfate  and  nitrate  during  the  haze  compared  to  clear  weather.  Air  mass  backward  trajectories  introducing  the  haze  periods  are  studied  to  see  the  impact  of  non-­‐local  air  pollutants   on  visibility  degradaHon.  Air  masses  arrived  Shanghai  passing  over  nearby  ammonia  rich  areas  where  the  air  masses  are  likely  enriched  with  ammonia  before  they  reach  urban  Shanghai.     Loca+on  of  the  measurement  site     The   measurement   site   is   located   in   Shanghai   (Fudan   University,   4th   teaching   building).   LocaHons   1,   2   and   3   are   Yangzhou   (NW   of   Shanghai),  Nantong  (NNW  of  Shanghai)  and  Jiaxing  (SW  of  Shanghai).   Introduc+on   The  YRD  area  has  become  of  increasing  interest  to  anthropogenic  emission  studies  due  to  large-­‐scale  industrial-­‐   and  agricultural  acHviHes  needed  to  meet  the  energy-­‐  and  food  demand  of  the  large  populaHon.  Shanghai  has   been  subject  of  studies  to  demonstrate  consequences  of  its  urbanizaHon  and  visibility  degradaHon  due  to  air   polluHon  is  one  of  these  consequences.  In  urban  areas,  elevated  concentraHons  of  air  pollutants  may  lead  to   periods   of   haze   and   in   Shanghai   the   phenomenon   of   haze   has   become   a   regular   happening.   Of   the   air   pollutants,   atmospheric   aerosol   is   mainly   responsible   for   the   visibility   degradaHon   due   to   aerosol   light   scaIering.   The   submicron   aerosol   size   range   (described   as   PM1)   is   highly   efficient   in   scaIering   of   light.   Chemically  this  size  fracHon  comprises  a  large  mass  of  secondary  inorganic  aerosol  (SIA)  species  ammonium   (NH4 +),   nitrate   (NO3 -­‐),   sulfate   (SO4 2-­‐)   and   chloride   (Cl-­‐)   With   the   large   mass   fracHon   of   SIA   in   PM1   and   the   scaIering  efficiency  of  PM1,  it  seems  crucial  to  relate  the  role  of  PM1  to  visibility  degradaHon.  Here  we  present   hourly   mass   concentraHons   of   SIA   species   ammonium,   nitrate   and   sulfate   in   PM1   in   Shanghai   for   a   4-­‐week   intensive  measurement  campaign  in  December  2012.  The  importance  of  the  presence  of  ammonium  during   periods   of   visibility   degradaHon   is   demonstrated.   To   demonstrate   that   the   precursor   gas   of   ammonium,   ammonia,  is  coming  from  non-­‐local  sources,  backward  trajectories  of  air  masses  arriving  at  the  sampling  site   were  computed  using  the  Hybrid  Single-­‐ParHcle  Lagrangian  Integrated  Trajectory  model  4.   Results  and  Discussion   8   haze   episodes   were   idenHfied   (RH<90%   while   visiility   <10   km)   and   the   mass   concentraHons   of   PM1   differ   significantly   during   the   periods   of   haze   and   clear   weather   periods.  An  average  of  30.7±17.1  μg/m3  during  ‘clear’  periods  is  measured  and  an  average   of  62.1±25.6  μg/m3  during  haze  periods.  The  sum  of  SIA  species  show  a  similar  trend  and   increased   from   an   average   of   14.9±7.4   μg/m3   during   ‘clear’   periods   to   29.7±10.7   μg/m3   during  haze  periods.  This  means  the  mass  contribuHon  of  SIA  to  PM1  during  clear  periods   averaged  51.0±12.3  %  while  the  mass  contribuHon  during  haze  averaged  48.2±7.9  %.         Summary  and  conclusion   During  a  4-­‐week  intensive  campaign  the  role  of  submicron  aerosol  on  Shanghai’s  haze  was  studied  using  hourly  mass  concentraHons  of  PM1  and  SIA  species  (NH4 +,  NO3 -­‐,  SO4 2-­‐)  in  PM1.  SIA   precursor  gas  ammonia  plays  a  vital  role  in  the  visibility  degradaHon  and  origins  from  nearby  agriculture  acHviHes  in  the  YRD.  Local  emissions  of  NOx  and  SO2  react  with  the  transported  NH3   to  form  SIA  and  the  SIA  largely  contributes  to  the  PM1  mass    in  urban  Shanghai.         Instrumenta+on   Data   for   SIA   species   and   related   trace   gasses   was   obtained   using   MARGA.   Visibility   was   monitored   together   with   all   standard   meteorological   parameters   and   PM1   mass   was   obtained   with   a   SHARP.   Start and end time Vis. (km.) RH (%) Aerosol species (µg/m3 ) NH4 + SO4 2- NO3 - PM1 Gas species (µg/m3 ) NH3 SO2 HNO3 1. 3/12 12.00 – 3/12 21.00 8.4 64 6.4 9.7 8.4 48.6 2.5 20.0 0.7 2. 7/12 22.00 – 9/12 01.00 7.6 56 11.0 10.9 19.3 93.2 5.1 47.4 2.0 3. 14/12 12.00 – 15/12 00.00 6.4 76 8.2 10.5 9.9 65.0 11.8 18.9 0.9 4. 16/12 15.00 – 17/12 07.00 6.6 83 4.9 8.5 4.8 31.4 9.5 2.9 0.4 5. 21/12 09.00 – 21/12 18.00 5.4 87 4.6 7.4 4.2 44.7 3.7 3.1 0.5 6. 22/12 09.00 – 22/12 14.00 7.1 74 7.9 12.6 10.6 54.3 3.2 15.9 0.7 7. 23/12 07.00 – 23/12 16.00 9.2 57 9.3 12.6 14.9 65.7 1.1 60.5 2.0 8. 29/12 23.00 – 30/12 06.00 6.7 81 5.5 7.9 8.4 48.0 1.7 8.9 0.8 Ave. ‘Haze periods’ (94 hours) 7.2 70 7.9 10.1 11.7 62.1 5.4 26.9 1.4 Ave. ‘Foggy’ periods (40 hours) 5.4 94 2.9 5.2 2.5 24.2 4.7 3.2 0.4 Ave. ‘Clear’ periods (483 hours) 25.6 59 3.9 5.8 5.2 30.7 3.3 23.1 0.9  1   The  correlaHons  between  visibility  and  PM1  mass  concentraHons  of  SIA  species  during  clear  and   haze  periods  are  explored  to  demonstrate  the  importance  of  the  SIA  species  in  visibility  reducHon.   The  visibility  decreases  exponenHally  with  increase  of  PM1  mass  and  a  same  trend  is  observed  for   SIA  species.  The  correlaHon  coefficients  (R2)  of  the  visibility  as  funcHon  of  the  concentraHons  are  in   the  order  of  PM1  (0.56)  >  ammonium  (0.52)  >  sulfate  (0.41)  >  nitrate  (0.39).     We   can   predict   the   amount   of   ammonium   in   the   aerosol   assuming   that   all   ammonium   is   coupled   to   sulfate   and   nitrate.  For  that  we  apply:       NH4 + PRED  =  18*  ((SO4 2-­‐/48)  +  (NO3 -­‐/62))         Data   shows   very   good   agreement   between   the   predicted   and  measured  NH4 +  (R2  =  0.97).  The  slope  of  the  regression   shows  an  overesHmaHon  of  0.12  which  means,  on  average,   12  mass%  NH4 +  is  not  coupled  to  sulfate  or  nitrate  but  likely   to  species  such  as  chloride  and  bisulfate.   Time   series   together   with   the   correlaHons   demonstrate   that   NH4 +,   SO4 2-­‐   and   NO3 -­‐   in   PM1   follow   similar  trends.  In  general  NH3  concentraHons  show  a  different  trend  with  SO2  (correlaHon  R2=0.17)   and  HNO3  (correlaHon  R2=0.07)  and  this  indicates  NH3  is  from  a  different  source  than  SO2  and  HNO3.   It  is  well  known  that  the  traffic  and  industry  in  Shanghai  are  responsible  for  elevated  NOx  and  SO2  by   the  numerous  point  sources  of  NOx  and  SO2  emission  by  power  plants  and  industrial  acHviHes  in   Shanghai.   Hence   the   assumpHon   that   NH3   is   transported   to   the   urban   area   where   it   reacts   with   HNO3  and  H2SO4  to  form  the  SIA  species.  NH3  emission  sources  are  Yangzhou  (NW  of  Shanghai),   Nantong   (NNW   of   Shanghai)   and   Jiaxing   (SW   of   Shanghai).   We   show   72-­‐hour   air   mass   backward   trajectories  for  all  the  haze  periods  to  study  the  long-­‐distance  impact  of  ammonia  on  the  visibility   degradaHon.