Top Banner
-100 -50 0 50 100 % 0 0 0 0 10 10 20 20 20 30 30 40 40 50 50 50 -30 -20 -10 0 0 0 -90 -75 -60 -45 -30 -15 0 15 30 45 60 75 90 1000 700 500 250 150 100 70 50 30 20 10 ap664 - ERA Q bias Latitude (degrees) Altitude (hPa) Min = -33.9 Mean = 4.13 Max = 88.7
54

ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

Jul 30, 2020

Download

Documents

dariahiddleston
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−100

−50

0

50

100

%

0

0

0

0

10

10 20

20

20

30

30

40

40

50

50

50

−30

−20

−10

0

0

0

−90 −75 −60 −45 −30 −15 0 15 30 45 60 75 90

1000

700

500

250

150

100

70

50

30

20

10

ap664 − ERA Q bias

Latitude (degrees)

Alti

tude

(hP

a)

Min = −33.9 Mean = 4.13 Max = 88.7

Page 2: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−100

−50

0

50

100

%

0

0

0

0

10

20

20

30

30

30

40

40

40

70

−30

−30 −10

0

0

0

−90 −75 −60 −45 −30 −15 0 15 30 45 60 75 90

1000

700

500

250

150

100

70

50

30

20

10

aq399 − ERA Q bias

Latitude (degrees)

Alti

tude

(hP

a)

Min = −44.7 Mean = −1.48 Max = 72.2

Page 3: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

● ● ● ●

● ●●

●●

010

020

030

0Alert (82.4N, 62.5W, 210m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

ap664

r = −0.16 MBE = −64.2%

●● ●

● ●●

●●

010

020

030

0

Barrow (71.3N, 156.6W, 11m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.313 MBE = −62.3%

● ● ● ●●

●● ● ●

●●

010

020

030

0

Mace Head (53.3N, 9.9W, 25m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.497 MBE = −55.5%

● ● ● ●●

● ● ● ● ●●

010

020

030

0

Park Falls (45.9N, 90.2W, 472m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●● ●

● ● ● ●●

● ●

r = −0.641 MBE = −50.1%

●● ● ●

●●

● ● ● ● ● ●

010

020

030

0

Niwot Ridge (40.0N, 105.6W, 3475m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●●

● ●

●● ●

● ●

r = −0.383 MBE = −22%

●●

● ● ●

● ●● ●

● ●

010

020

030

0

Tae−ahn Peninsula (36.7N, 126.1E, 20m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●

●● ● ● ● ● ●

r = 0.631 MBE = −63.3%

●● ● ● ●

●●

● ● ● ● ●

010

020

030

0

Gozo (36.0N, 14.1E)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.796 MBE = −65.1%

●● ● ●

●● ● ●

●● ●

010

020

030

0

Key Biscayne (25.7N, 80.2W, 3m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

●●

●● ●

●●

● ● ● ●

r = 0.638 MBE = −13.9%

● ●● ●

●●

● ●● ● ●

010

020

030

0

Mauna Loa (19.5N, 155.6W, 3397m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.499 MBE = −51.9%

● ● ● ●●

●● ● ● ●

●●

050

100

150

200

Ragged Point (13.2N, 59.4W, 45m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ●●

● ● ●

r = 0.0384 MBE = −47.5%

●●

● ●●

● ● ● ● ●● ●

050

100

150

200

Christmas Island (1.7N, 157.2W, 3m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ●● ●

● ● ●

r = −0.782 MBE = −39.9%

● ● ● ●● ● ●

●● ●

●●

050

100

150

200

Ascension Island (7.9S, 14.4W, 54m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.825 MBE = −30.1%

● ● ● ● ● ● ● ●●

● ●●

050

100

150

Samoa (14.2S, 170.5W, 42m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.743 MBE = −32%

● ● ● ● ●●

●●

● ●●

050

100

150

Easter Island (27.1S, 109.4W, 50m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ●●

r = 0.954 MBE = −28.5%

● ● ● ●● ●

● ●● ●

●●

050

100

150

Cape Grim (40.7S, 144.7E, 94m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●● ● ● ● ● ● ● ● ● ●

r = 0.57 MBE = −2.03%

●● ● ●

●●

●●

● ●●

020

4060

80

Crozet Island (46.5S, 51.8E, 120m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

●● ● ● ●

●●

● ● ● ●●

r = 0.995 MBE = −13.1%

● ● ● ●●

●●

●● ●

020

4060

80

Syowa Station (69.0S, 39.6E, 11m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ●●

●●

● ● ●●

r = 0.971 MBE = −9.97%

● ● ●●

●●

●●

● ●

020

4060

80

South Pole (90.0S, 24.8W, 2810m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ●●

●●

● ● ●●

r = 0.953 MBE = −8.94%

Page 4: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

● ● ● ●

● ●●

●●

010

020

030

0Alert (82.4N, 62.5W, 210m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

aq399

r = −0.228 MBE = −66.5%

●● ●

● ●●

●●

010

020

030

0

Barrow (71.3N, 156.6W, 11m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.27 MBE = −63.8%

● ● ● ●●

●● ● ●

●●

010

020

030

0

Mace Head (53.3N, 9.9W, 25m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.413 MBE = −56.5%

● ● ● ●●

● ● ● ● ●●

010

020

030

0

Park Falls (45.9N, 90.2W, 472m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●● ●

● ● ● ●●

● ●

r = −0.629 MBE = −50.8%

●● ● ●

●●

● ● ● ● ● ●

010

020

030

0

Niwot Ridge (40.0N, 105.6W, 3475m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●●

● ●

●● ●

● ●

r = −0.391 MBE = −24.7%

●●

● ● ●

● ●● ●

● ●

010

020

030

0

Tae−ahn Peninsula (36.7N, 126.1E, 20m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●

● ● ● ● ● ● ●

r = 0.592 MBE = −64.9%

●● ● ● ●

●●

● ● ● ● ●

010

020

030

0

Gozo (36.0N, 14.1E)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.792 MBE = −66.3%

●● ● ●

●● ● ●

●● ●

010

020

030

0

Key Biscayne (25.7N, 80.2W, 3m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

●●

●●

● ●

● ● ● ● ● ●

r = 0.605 MBE = −16.9%

● ●● ●

●●

● ●● ● ●

010

020

030

0

Mauna Loa (19.5N, 155.6W, 3397m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.573 MBE = −53.2%

● ● ● ●●

●● ● ● ●

●●

050

100

150

200

Ragged Point (13.2N, 59.4W, 45m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.0932 MBE = −49.7%

●●

● ●●

● ● ● ● ●● ●

050

100

150

200

Christmas Island (1.7N, 157.2W, 3m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = −0.816 MBE = −43.1%

● ● ● ●● ● ●

●● ●

●●

050

100

150

200

Ascension Island (7.9S, 14.4W, 54m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.937 MBE = −32%

● ● ● ● ● ● ● ●●

● ●●

050

100

150

Samoa (14.2S, 170.5W, 42m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ● ● ●

r = 0.801 MBE = −34.1%

● ● ● ● ●●

●●

● ●●

050

100

150

Easter Island (27.1S, 109.4W, 50m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ● ● ● ● ● ●●

r = 0.963 MBE = −30.2%

● ● ● ●● ●

● ●● ●

●●

050

100

150

Cape Grim (40.7S, 144.7E, 94m)

Month

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ●● ● ● ● ● ● ● ● ● ●

r = 0.551 MBE = −4.34%

●● ● ●

●●

●●

● ●●

020

4060

80

Crozet Island (46.5S, 51.8E, 120m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

●● ● ● ●

●●

● ● ● ●●

r = 0.995 MBE = −15.8%

● ● ● ●●

●●

●● ●

020

4060

80

Syowa Station (69.0S, 39.6E, 11m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ●●

●● ● ● ●

r = 0.975 MBE = −12.8%

● ● ●●

●●

●●

● ●

020

4060

80

South Pole (90.0S, 24.8W, 2810m)

CO

(pp

b)

Jan Mar May Jul Sep Nov

● ● ● ● ●●

●● ● ● ●

r = 0.952 MBE = −11.7%

Page 5: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0.0

0.1

0.2

0.3

0.4

0.5

0.6

ppm

0.05

0.05

0.1

0.15

0.15

0.2

0.2

0.25

0.3

0.3

0.4 0.4

0.45

0.5

−75 −60 −45 −30 −15 0 15 30 45 60 75

0

5

10

15

20

25

30

35

40

45

50

55

60

65

MLS − UKCA ap664 ClO comparison

Latitude (degrees)

Alti

tude

(km

)

Min = 1.05e−08 Max = 0.0809

Page 6: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0.0

0.1

0.2

0.3

0.4

0.5

0.6

ppm

0.05

0.05

0.1

0.15

0.15

0.2

0.2

0.25

0.3

0.3

0.4 0.4

0.45

0.5

−75 −60 −45 −30 −15 0 15 30 45 60 75

0

5

10

15

20

25

30

35

40

45

50

55

60

65

MLS − UKCA aq399 ClO comparison

Latitude (degrees)

Alti

tude

(km

)

Min = 1.64e−08 Max = 0.0806

Page 7: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

CO (ppb)

Alti

tude

/km

356290172243206170225133203139222ap664

Emmons CO comparison

●●●●●●●●●●

●●●●

●●

●●

●●

●●

●●

●●

●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

CO (ppb)A

ltitu

de /k

m

3842892002131961532119915284200

●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

CO (ppb)

Alti

tude

/km

459295154208176124174145190254180

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

CO (ppb)

Alti

tude

/km

2111101011101910101660

●●●●●●●●●●●

●●●●

●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

CO (ppb)

Alti

tude

/km

2188177941513951

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 1400

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

CO (ppb)

Alti

tude

/km

520240731331639814061

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

CO (ppb)

Alti

tude

/km

82340997208279522130151

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

●●

20 40 60 80 100 140

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

CO (ppb)

Alti

tude

/km

2223812514571481302018840145

●●●●●●●●●●●

●●●●●●●●●●

●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

CO (ppb)

Alti

tude

/km

691252425576130482714812

●●●●●●●●●●●●

●●●●●●●●●●

●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

CO (ppb)

Alti

tude

/km

422342951514121412852

●●●●●●●●●●

●●●●●●

●●

●●

●●

●●

●●

●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

CO (ppb)

Alti

tude

/km

3077898144138464732147

●●●●●●●●●●● ● ●●

●●

●●

●●●●●

●●

●●

●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

CO (ppb)

Alti

tude

/km

732318114212023971417468

Page 8: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

CO (ppb)

Alti

tude

/km

356290172243206170225133203139222aq399

Emmons CO comparison

●●●●●●●●●●

●●●●●

●●

●●

●●

●●

●●

●●

●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

CO (ppb)A

ltitu

de /k

m

3842892002131961532119915284200

●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

CO (ppb)

Alti

tude

/km

459295154208176124174145190254180

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

CO (ppb)

Alti

tude

/km

2111101011101910101660

●●●●●●●●●

●●●●

●●●●●●●●●●●●●●

●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

CO (ppb)

Alti

tude

/km

2188177941513951

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 1400

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

CO (ppb)

Alti

tude

/km

520240731331639814061

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

CO (ppb)

Alti

tude

/km

82340997208279522130151

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

●●

●●

20 40 60 80 100 140

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

CO (ppb)

Alti

tude

/km

2223812514571481302018840145

●●●●●●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

CO (ppb)

Alti

tude

/km

691252425576130482714812

●●●●●●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

CO (ppb)

Alti

tude

/km

422342951514121412852

●●●●●●●●●●●

●●●●●●

●●

●●

●●

●●

●●

●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

CO (ppb)

Alti

tude

/km

3077898144138464732147

●●●●●●●●●●●

● ●●●

●●

●●

●●●

●●

●●

●●●●●●●●●●●●

20 40 60 80 100 140

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

CO (ppb)

Alti

tude

/km

732318114212023971417468

Page 9: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

HNO3 (ppt)

Alti

tude

/km

2781788911019098128138145144155ap664

Emmons HNO3 comparison

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

HNO3 (ppt)A

ltitu

de /k

m

27816611486182761131049577131

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

HNO3 (ppt)

Alti

tude

/km

390235116152164131153114222212208

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

HNO3 (ppt)

Alti

tude

/km

10744362322420

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

HNO3 (ppt)

Alti

tude

/km

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 50 100 150 2000

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

HNO3 (ppt)

Alti

tude

/km

1857623624339276

●●●●●●●●●●●●●●

●●●●●●

●●

●●

●●

●●

●●●●●●●●●●

0 50 100 150 200

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

HNO3 (ppt)

Alti

tude

/km

3311593379711312919

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

HNO3 (ppt)

Alti

tude

/km

321182010316116911

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

HNO3 (ppt)

Alti

tude

/km

121341531328

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

HNO3 (ppt)

Alti

tude

/km

11310124122123

●●●●●●●●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

HNO3 (ppt)

Alti

tude

/km

109201182165215

●●●●●●●●●●● ●●●

●●●●●●●

●●

●●

●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

HNO3 (ppt)

Alti

tude

/km

204829435161240

Page 10: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

HNO3 (ppt)

Alti

tude

/km

2781788911019098128138145144155aq399

Emmons HNO3 comparison

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

HNO3 (ppt)A

ltitu

de /k

m

27816611486182761131049577131

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

HNO3 (ppt)

Alti

tude

/km

390235116152164131153114222212208

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

HNO3 (ppt)

Alti

tude

/km

10744362322420

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

HNO3 (ppt)

Alti

tude

/km

●●●●●●●●●●●

●●●●

●●●●●●●●●●●●●●●●●●●●●●●

0 50 100 150 2000

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

HNO3 (ppt)

Alti

tude

/km

1857623624339276

●●●●●●●●●●●

●●●●●●●●●●●●●●●●

●●●●●●●●●●●

0 50 100 150 200

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

HNO3 (ppt)

Alti

tude

/km

3311593379711312919

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

HNO3 (ppt)

Alti

tude

/km

321182010316116911

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

HNO3 (ppt)

Alti

tude

/km

121341531328

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

HNO3 (ppt)

Alti

tude

/km

11310124122123

●●●●●●●●●●●●●●●●●●●●●

●●

●●

●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

HNO3 (ppt)

Alti

tude

/km

109201182165215

●●●●●●●●●●●

● ●●●●●●●●●

●●

●●

●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

HNO3 (ppt)

Alti

tude

/km

204829435161240

Page 11: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

NOx (ppt)

Alti

tude

/km

333237123168171136154158190183230ap664

Emmons NOx comparison

●●●●●●●●●

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

NOx (ppt)A

ltitu

de /k

m

353227137147161124135119137105197

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

NOx (ppt)

Alti

tude

/km

402241131174162137183167285193208

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 100 200 300 400 500

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

NOx (ppt)

Alti

tude

/km

22101892481661123102

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

NOx (ppt)

Alti

tude

/km

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 20 40 60 80 1000

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

NOx (ppt)

Alti

tude

/km

26213711782831343152

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 20 40 60 80 100

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

NOx (ppt)

Alti

tude

/km

37123043327468485390226

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 200 400 600 800 1000

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

NOx (ppt)

Alti

tude

/km

22819143121882815229185581

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

NOx (ppt)

Alti

tude

/km

43801717313617217204

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

NOx (ppt)

Alti

tude

/km

2411182968887422

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

NOx (ppt)

Alti

tude

/km

1833393514491418650

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 100 200 300 400 500

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

NOx (ppt)

Alti

tude

/km

351311631310104754229

Page 12: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA East Coast 2004 07 Lat 32.5 − 40 Lon 296.5 − 307

NOx (ppt)

Alti

tude

/km

333237123168171136154158190183230aq399

Emmons NOx comparison

●●●●●●●●●

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA Central 2004 07 Lat 30 − 40 Lon 259.5 − 285

NOx (ppt)A

ltitu

de /k

m

353227137147161124135119137105197

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

INTEX−NA North East 2004 07 Lat 42.5 − 52.5 Lon 285 − 310

NOx (ppt)

Alti

tude

/km

402241131174162137183167285193208

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 100 200 300 400 500

02

46

810

INTEX−NA West Coast 2004 07 Lat 32.5 − 45 Lon 217 − 240

NOx (ppt)

Alti

tude

/km

22101892481661123102

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

OP3 2008 07 Lat 2.5 − 7.5 Lon 112.5 − 120

NOx (ppt)

Alti

tude

/km

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 20 40 60 80 1000

24

68

10

PEM−Tropics−B Christmas−Island 1999 03 Lat 0 − 10 Lon 200 − 220

NOx (ppt)

Alti

tude

/km

26213711782831343152

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 20 40 60 80 100

02

46

810

PEM−Tropics−B Tahiti 1999 03 Lat −20 − 0 Lon 200 − 230

NOx (ppt)

Alti

tude

/km

37123043327468485390226

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 200 400 600 800 1000

02

46

810

PEM−West−B Japan 1994 02 Lat 25 − 40 Lon 135 − 150

NOx (ppt)

Alti

tude

/km

22819143121882815229185581

●●●●●●●●

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil 1992 09 Lat −15 − −5 Lon 310 − 320

NOx (ppt)

Alti

tude

/km

43801717313617217204

●●●●●●●●

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A E−Brazil Coast 1992 09 Lat −35 − −25 Lon 310 − 320

NOx (ppt)

Alti

tude

/km

2411182968887422

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 500 1500 2500

02

46

810

TRACE−A S−Africa 1992 09 Lat −25 − −5 Lon 15 − 35

NOx (ppt)

Alti

tude

/km

1833393514491418650

●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●

0 100 200 300 400 500

02

46

810

TRACE−A W−Africa Coast 1992 09 Lat −25 − −5 Lon 0 − 10

NOx (ppt)

Alti

tude

/km

351311631310104754229

Page 13: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

UKCA ap664

Latitude

Pre

ssur

e (h

Pa)

[OH] Air mass weighted (106 molecules cm−3) Red: Spivakovsky valuesValues in ( ): Std devMean OH= 8.86e+05 molec/cm3

ACCMIP Multi−model Mean= 1.17 (+/− 0.1) e+06 molec/cm3 NH:SH ratio= 1.28 Patra et al 2014: 0.97 +/− 0.12

1000

750

500

250

0.28 1.4 1.5 0.46

0.36 1.5 1.6 0.59

0.28 0.97 1.1 0.43

0.47 1.44 1.52 0.76

0.72 2 1.99 0.88

0.64 1.43 1.36 0.64

(0.3) (0.21) (0.19) (0.34)

(0.31) (0.28) (0.23) (0.31)

(0.23) (0.18) (0.19) (0.24)

Page 14: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

UKCA aq399

Latitude

Pre

ssur

e (h

Pa)

[OH] Air mass weighted (106 molecules cm−3) Red: Spivakovsky valuesValues in ( ): Std devMean OH= 9.38e+05 molec/cm3

ACCMIP Multi−model Mean= 1.17 (+/− 0.1) e+06 molec/cm3 NH:SH ratio= 1.26 Patra et al 2014: 0.97 +/− 0.12

1000

750

500

250

0.28 1.5 1.6 0.48

0.36 1.5 1.7 0.59

0.29 1.1 1.2 0.44

0.47 1.44 1.52 0.76

0.72 2 1.99 0.88

0.64 1.43 1.36 0.64

(0.29) (0.24) (0.21) (0.32)

(0.31) (0.29) (0.24) (0.3)

(0.23) (0.21) (0.21) (0.25)

Page 15: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

010

030

050

0

r = 0.969 mbe =−1.27 ppbv

South Pole

Ozo

ne (

ppbv

)

r = 0.579 mbe =4.42 ppbv

Southern Midlat

r = −0.895 mbe =−13.3 ppbv

Tropics2

r = −0.435 mbe =−20.7 ppbv

Tropics3

r = 0.6 mbe =−21.7 ppbv

East US

ap664 Tilmes ozone sonde comparison

r = 0.838 mbe =−28 ppbv

Japan

r = 0.789 mbe =−4.19 ppbv

West EU

r = 0.926 mbe =−53.7 ppbv

Canada

r = 0.978 mbe =−44.2 ppbv

North Pole East

r = 0.975 mbe =−105 ppbv

250 hPa

North Pole West0

2040

6080

100

r = 0.663 mbe =−10.3 ppbv

Ozo

ne (

ppbv

)

r = 0.174 mbe =−13 ppbv

r = −0.544 mbe =−11.2 ppbv

r = 0.377 mbe =−22.9 ppbv

r = 0.959 mbe =−22.4 ppbv

r = 0.721 mbe =−23.3 ppbv

r = 0.963 mbe =−23.6 ppbv

r = 0.731 mbe =−21 ppbv

r = 0.818 mbe =−26.1 ppbv

r = 0.708 mbe =−22.3 ppbv

500 hPa

020

4060

8010

0

r = 0.947 mbe =−8.71 ppbv

Ozo

ne (

ppbv

)

r = 0.805 mbe =−10.4 ppbv

r = 0.223 mbe =−4.05 ppbv

r = 0.756 mbe =−14.6 ppbv

r = 0.888 mbe =−25.7 ppbv

r = 0.496 mbe =−20.4 ppbv

r = 0.752 mbe =−22.2 ppbv

r = −0.0579 mbe =−18.1 ppbv

r = 0.268 mbe =−24.2 ppbv

r = −0.0656 mbe =−19.4 ppbv

700 hPa

020

4060

80 r = 0.981 mbe =−8.05 ppbv

Jan May Sep

Ozo

ne (

ppbv

)

r = 0.917 mbe =−7.78 ppbv

Jan May Sep

r = 0.129 mbe =−0.145 ppbv

Jan May Sep

r = 0.956 mbe =−3.65 ppbv

Jan May Sep

r = 0.906 mbe =−26.7 ppbv

Jan May Sep

r = 0.497 mbe =−24 ppbv

Jan May Sep

r = 0.821 mbe =−17 ppbv

Jan May Sep

r = −0.351 mbe =−13.2 ppbv

Jan May Sep

r = −0.632 mbe =−22.8 ppbv

Jan May Sep

r = −0.937 mbe =−16.7 ppbv

Jan May Sep

900 hPa

Page 16: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

010

030

050

0

r = 0.94 mbe =−8.55 ppbv

South Pole

Ozo

ne (

ppbv

)

r = 0.387 mbe =8.61 ppbv

Southern Midlat

r = −0.886 mbe =−8.54 ppbv

Tropics2

r = −0.389 mbe =−17.9 ppbv

Tropics3

r = 0.658 mbe =−14.3 ppbv

East US

aq399 Tilmes ozone sonde comparison

r = 0.908 mbe =−18.8 ppbv

Japan

r = 0.866 mbe =3.01 ppbv

West EU

r = 0.833 mbe =−45 ppbv

Canada

r = 0.983 mbe =−38.3 ppbv

North Pole East

r = 0.993 mbe =−101 ppbv

250 hPa

North Pole West0

2040

6080

100

r = 0.845 mbe =−9.88 ppbv

Ozo

ne (

ppbv

)

r = 0.659 mbe =−12.6 ppbv

r = −0.363 mbe =−8.14 ppbv

r = 0.483 mbe =−21.2 ppbv

r = 0.966 mbe =−21.4 ppbv

r = 0.722 mbe =−21.9 ppbv

r = 0.969 mbe =−22.9 ppbv

r = 0.738 mbe =−20.5 ppbv

r = 0.81 mbe =−25.4 ppbv

r = 0.698 mbe =−21.8 ppbv

500 hPa

020

4060

8010

0

r = 0.976 mbe =−8.09 ppbv

Ozo

ne (

ppbv

)

r = 0.911 mbe =−10.3 ppbv

r = 0.496 mbe =−2.54 ppbv

r = 0.876 mbe =−13.5 ppbv

r = 0.89 mbe =−24.7 ppbv

r = 0.47 mbe =−19.6 ppbv

r = 0.766 mbe =−21.8 ppbv

r = −0.0357 mbe =−17.9 ppbv

r = 0.328 mbe =−23.5 ppbv

r = −0.00736 mbe =−18.9 ppbv

700 hPa

020

4060

80 r = 0.993 mbe =−7.63 ppbv

Jan May Sep

Ozo

ne (

ppbv

)

r = 0.958 mbe =−7.53 ppbv

Jan May Sep

r = −0.0308 mbe =0.756 ppbv

Jan May Sep

r = 0.954 mbe =−3.01 ppbv

Jan May Sep

r = 0.958 mbe =−25.3 ppbv

Jan May Sep

r = 0.588 mbe =−23.3 ppbv

Jan May Sep

r = 0.824 mbe =−16.7 ppbv

Jan May Sep

r = −0.334 mbe =−12.9 ppbv

Jan May Sep

r = −0.576 mbe =−22.4 ppbv

Jan May Sep

r = −0.907 mbe =−16.3 ppbv

Jan May Sep

900 hPa

Page 17: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0

5

10

15

20

−180 −120 −60 −30 0 30 60 90 120 150

−75

−60

−45

−30

−15

0

15

30

45

60

75

ap664 tropospheric NO2 column

Longitude (degrees)

Latit

ude

(deg

rees

)

Min = 0.00538 Mean = 0.329 Max = 3.48 1015 (molecules cm−2)

Page 18: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0

5

10

15

20

−180 −120 −60 −30 0 30 60 90 120 150

−75

−60

−45

−30

−15

0

15

30

45

60

75

aq399 tropospheric NO2 column

Longitude (degrees)

Latit

ude

(deg

rees

)

Min = 0.00625 Mean = 0.347 Max = 3.51 1015 (molecules cm−2)

Page 19: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0

10

20

30

40

50

60

24

24 28

28

28

28

28

28

28

32

32

32

32

36

36

36

40

40

40

44

48

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

−75

−60

−45

−30

−15

0

15

30

45

60

75

ap664 tropospheric O3 column

Month

Latit

ude

(deg

rees

)

Min = 4.44 Mean = 16.3 Max = 24.6 Burden (Tg) = 200

Page 20: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0

10

20

30

40

50

60

24

24 28

28

28

28

28

28

28

32

32

32

32

36

36

36

40

40

40

44

48

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

−75

−60

−45

−30

−15

0

15

30

45

60

75

aq399 tropospheric O3 column

Month

Latit

ude

(deg

rees

)

Min = 4.26 Mean = 16.9 Max = 27.5 Burden (Tg) = 209

Page 21: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 1 2 3 4 5 6 7

2025

30Tropical Mean Age Profile

Mean Age (years)

Alti

tude

(km

)UKCA ap664 Mean Age of Air

0 1 2 3 4 5 6 7

2025

30

Midlatitude Mean Age Profile

Mean Age (years)A

ltitu

de (

km)

0.0 1.0 2.0 3.0

2025

30

Trop−Midlat Mean Age Gradient Profile

Mean Age Gradient (years)

Alti

tude

(km

)

ap664SF6

−50 0 50

01

23

45

6

Mean Age, 23km (~50hPa)

Latitude (degrees)

Mea

n A

ge (

year

s)

Page 22: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 1 2 3 4 5 6 7

2025

30Tropical Mean Age Profile

Mean Age (years)

Alti

tude

(km

)UKCA aq399 Mean Age of Air

0 1 2 3 4 5 6 7

2025

30

Midlatitude Mean Age Profile

Mean Age (years)A

ltitu

de (

km)

0.0 1.0 2.0 3.0

2025

30

Trop−Midlat Mean Age Gradient Profile

Mean Age Gradient (years)

Alti

tude

(km

)

aq399SF6

−50 0 50

01

23

45

6

Mean Age, 23km (~50hPa)

Latitude (degrees)

Mea

n A

ge (

year

s)

Page 23: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

510

1520

UKCA ap664 Ox Net Chemical Production

Latitude (degrees)

Alti

tude

(km

)

−1.5e−19

−1.0e−19

−5.0e−20

0.0e+00

5.0e−20

1.0e−19

1.5e−19

Ox Prod = 2.68e+03Tg/yrOx Loss = 2.49e+03Tg/yr

Ox Net = 193Tg/yrSTE inferred = 378Tg/yr

STE diag. = 9.39e+05Tg/yrLifetime = 23.5days

Page 24: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

510

1520

UKCA aq399 Ox Net Chemical Production

Latitude (degrees)

Alti

tude

(km

)

−1.5e−19

−1.0e−19

−5.0e−20

0.0e+00

5.0e−20

1.0e−19

1.5e−19

Ox Prod = 2.75e+03Tg/yrOx Loss = 2.53e+03Tg/yr

Ox Net = 217Tg/yrSTE inferred = 369Tg/yr

STE diag. = 9.31e+05Tg/yrLifetime = 24.1days

Page 25: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

HO

2+N

O

MeO

2+N

O

RO

2+N

O

Oth

er

ap664 Production of Tropospheric Ox

Con

trib

utio

n (%

)

0

10

20

30

40

50

60

70

65 18 14 3O

1D+

H2O

Min

or

HO

2+O

3

OH

+O

3

O3+

Alk

NxO

y

O3d

ry

NO

ydep

ap664 Loss of Tropospheric Ox

Con

trib

utio

n (%

)

0

10

20

30

40

50

45 0 23 10 3 1 17 1

Page 26: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

HO

2+N

O

MeO

2+N

O

RO

2+N

O

Oth

er

aq399 Production of Tropospheric Ox

Con

trib

utio

n (%

)

0

10

20

30

40

50

60

70

65 18 14 3O

1D+

H2O

Min

or

HO

2+O

3

OH

+O

3

O3+

Alk

NxO

y

O3d

ry

NO

ydep

aq399 Loss of Tropospheric Ox

Con

trib

utio

n (%

)

0

10

20

30

40

50

44 0 23 10 3 1 17 1

Page 27: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−150 −100 −50 0 50 100 150

−50

050

UKCA Ox deposition ap664

Longitude (degrees)

Latit

ude

(deg

rees

)

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

Total Ox Deposition = 570 Tg/yr

Page 28: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−150 −100 −50 0 50 100 150

−50

050

UKCA Ox deposition aq399

Longitude (degrees)

Latit

ude

(deg

rees

)

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

Total Ox Deposition = 586 Tg/yr

Page 29: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 2 4 6 8 10 12

010

2030

4050

6090S − 60S

Ozone (ppm)

Alti

tude

/km

ap664ACEUARSMLSMIPASTES

0 2 4 6 8 10 12

010

2030

4050

60

60S − 30S

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30S − 30N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30N − 60N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

60N − 90N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

90S − 60S

HONO2 (ppb)

Alti

tude

/km

ap664ACEUARS

0 2 4 6 8 10 12

010

2030

4050

60

60S − 30S

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30S − 30N

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 120

1020

3040

5060

30N − 60N

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

60N − 90N

HONO2 (ppb)

Alti

tude

/km

Page 30: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 2 4 6 8 10 12

010

2030

4050

6090S − 60S

Ozone (ppm)

Alti

tude

/km

aq399ACEUARSMLSMIPASTES

0 2 4 6 8 10 12

010

2030

4050

60

60S − 30S

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30S − 30N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30N − 60N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

60N − 90N

Ozone (ppm)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

90S − 60S

HONO2 (ppb)

Alti

tude

/km

aq399ACEUARS

0 2 4 6 8 10 12

010

2030

4050

60

60S − 30S

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

30S − 30N

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 120

1020

3040

5060

30N − 60N

HONO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10 12

010

2030

4050

60

60N − 90N

HONO2 (ppb)

Alti

tude

/km

Page 31: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 2 4 6 8 10

010

2030

4050

6090S − 60S

NO2 (ppb)

Alti

tude

/km

ap664ACEUARS

0 2 4 6 8 10

010

2030

4050

60

60S − 30S

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

30S − 30N

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

30N − 60N

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

60N − 90N

NO2 (ppb)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

90S − 60S

H2O (ppm)

Alti

tude

/km

ap664ACEUARS

0 50 100 200 300

010

2030

4050

60

60S − 30S

H2O (ppm)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

30S − 30N

H2O (ppm)

Alti

tude

/km

0 50 100 200 3000

1020

3040

5060

30N − 60N

H2O (ppm)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

60N − 90N

H2O (ppm)

Alti

tude

/km

Page 32: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 2 4 6 8 10

010

2030

4050

6090S − 60S

NO2 (ppb)

Alti

tude

/km

aq399ACEUARS

0 2 4 6 8 10

010

2030

4050

60

60S − 30S

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

30S − 30N

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

30N − 60N

NO2 (ppb)

Alti

tude

/km

0 2 4 6 8 10

010

2030

4050

60

60N − 90N

NO2 (ppb)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

90S − 60S

H2O (ppm)

Alti

tude

/km

aq399ACEUARS

0 50 100 200 300

010

2030

4050

60

60S − 30S

H2O (ppm)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

30S − 30N

H2O (ppm)

Alti

tude

/km

0 50 100 200 3000

1020

3040

5060

30N − 60N

H2O (ppm)

Alti

tude

/km

0 50 100 200 300

010

2030

4050

60

60N − 90N

H2O (ppm)

Alti

tude

/km

Page 33: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 100 200 300 400

010

2030

4050

6090S − 60S

N2O (ppb)

Alti

tude

/km

ap664ACEUARS

0 100 200 300 400

010

2030

4050

60

60S − 30S

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

30S − 30N

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

30N − 60N

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

60N − 90N

N2O (ppb)

Alti

tude

/km

Page 34: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

0 100 200 300 400

010

2030

4050

6090S − 60S

N2O (ppb)

Alti

tude

/km

aq399ACEUARS

0 100 200 300 400

010

2030

4050

60

60S − 30S

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

30S − 30N

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

30N − 60N

N2O (ppb)

Alti

tude

/km

0 100 200 300 400

010

2030

4050

60

60N − 90N

N2O (ppb)

Alti

tude

/km

Page 35: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

05

1015

20UKCA ap664

Latitude (degrees)

Alti

tude

(km

)

0.0

0.1

0.2

0.3

0.4

% CH4 + OH flux (moles cm−3 s−1)

Methane lifetime valuesTrop−only vs OH= 9.09 yrWhole Atm vs OH = 11 yr ACCMIP Whole Atm vs OH = 9.3 +/− 0.9 yr

Whole Atm vs Total (OH+soil+strat) = 8.19 yr ACCMIP vs Total = 8.2 +/− 0.8 yr

Page 36: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...

−50 0 50

05

1015

20UKCA aq399

Latitude (degrees)

Alti

tude

(km

)

0.0

0.1

0.2

0.3

0.4

% CH4 + OH flux (moles cm−3 s−1)

Methane lifetime valuesTrop−only vs OH= 8.9 yr

Whole Atm vs OH = 10.8 yr ACCMIP Whole Atm vs OH = 9.3 +/− 0.9 yrWhole Atm vs Total (OH+soil+strat) = 8.07 yr ACCMIP vs Total = 8.2 +/− 0.8 yr

Page 37: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 38: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 39: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 40: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 41: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 42: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 43: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 44: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 45: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 46: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 47: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 48: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 49: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 50: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 51: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 52: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 53: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...
Page 54: ap664 − ERA Q bias...Jan Mar May Jul Sep Nov ap664 r = −0.16 MBE = −64.2% 0 100 200 300 Barrow (71.3N, 156.6W, 11m) ...