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Supplement of Atmos. Chem. Phys., 14, 12745–12762, 2014

http://www.atmos-chem-phys.net/14/12745/2014/

doi:10.5194/acp-14-12745-2014-supplement

© Author(s) 2014. CC Attribution 3.0 License.

Supplement of

Fast transport from Southeast Asia boundary layer sources to northern

Europe: rapid uplift in typhoons and eastward eddy shedding of the Asian

monsoon anticyclone

B. Vogel et al.

(2)

with version 5.0 of the L

A

TEX class copernicus.cls.

Date: 31 October 2014

Fast transport from Southeast Asia boundary layer sources to

Northern Europe: Rapid uplift in typhoons and eastward eddy

shedding of the Asian monsoon anticyclone

B. Vogel

1

, G. G ¨unther

1

, R. M ¨uller

1

, J.-U. Grooß

1

, P. Hoor

2

, M. Kr¨amer

1

, S. M ¨uller

2

, A. Zahn

3

, and M. Riese

1

1

Forschungszentrum J¨ulich, Institute of Energy and Climate Research - Stratosphere (IEK-7), J¨ulich, Germany

2

Institute for Atmospheric Physics, University of Mainz, Mainz, Germany

3

Institute for Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, Germany

Correspondence to:

B¨arbel Vogel

([email protected])

1

Supplementary material

1.1

40-day backward trajectories

40-day backward trajectories starting at the observation

along the flight path (every 10 seconds) on 26 September

2012 and ending at the origin of the air masses in the past

5

(17 August 2012) were calculated. The potential temperature

at the air mass origin (Θ

org

) provides information about the

vertical transport of the air mass along the trajectory.

Trans-port pathways of air masses originating in intervals for Θ

org

between 360 K–370 K, 370 K–380 K, and 380 K–420 K are

10

shown in Figures 1 and 2.

Most air masses originate at Θ

org

values between 360 K

and 370 K (Fig. 1) experienced a moderately rapid uplift with

mean values of about 2 K/day (= 22 hPa/day) roughly in the

region of the Asian monsoon anticyclone. Most of these air

15

masses originate mainly in North Africa, South Asia, and in

the West Pacific. The trajectories had been separated from

the anticyclone approximately 8–14 days before the flight on

26 September 2012, and therefore transport air masses from

inside the Asian monsoon anticyclone to Northern Europe.

20

At higher levels, for Θ

org

between 370 K and 380 K

(Fig. 1), the trajectories are affected by both the Asian

mon-soon anticyclone and the subtropical westerly jet. The

moder-ate uplift along the trajectories amounts to in average 1 K/day

(= 16 hPa/day). The majority of air masses originate in

re-25

gions around the Asian monsoon anticyclone and in Central

America. In the latter case, the trajectories are most likely

affected by the North American monsoon.

Most air masses originating at Θ

org

between 380 K and

420 K (Fig. 2) and are dominated by the global circulation

30

patterns with a descent of air masses into the Northern

Hemi-sphere lower stratoHemi-sphere. These trajectories do not circulate

around the Asian monsoon anticyclone (except for two

tra-jectories) and the air mass origins are spread throughout in

the northern extratropical stratosphere, excluding regions

af-35

fected by the Asian monsoon anticyclone such as South Asia

or parts of North Africa.

1.2

60-day backward trajectories

A non-negligible fraction of the parcels (12%) in the region

of interest (cf. Sect. 2 main body of the paper) is also

trans-40

ported from the Asian monsoon region towards Northern

Eu-rope. In order to assess the geographical origin of these air

parcels in the boundary layer, we calculated backward

tra-jectories further beyond the 40-day limit. For this purpose,

60-day backward trajectories were calculated, a common

tra-45

jectory length to study transport processes in the Asian

mon-soon region ranging from a couple of weeks to a few months.

For the region of interest, the origins of 60-day backward

trajectories coming from low levels of potential temperature,

from the Θ

org

interval 285 K–320 K, are clustered in

South-50

east Asia, West Pacific Ocean, Bay of Bengal, and the

Ara-bian Sea. 53 % of these trajectories from Θ

org

values

be-tween 285 K and 320 K are from locations bebe-tween 10

S,

40

N, 60

E, and 160

E (see grey box in Fig. 3 top). The

ori-gins of other trajectories are distributed in several different

55

geographical regions (see Fig. 3 top).

The origins of trajectories from higher levels of potential

temperature, from the Θ

org

interval 320 K–360 K, are

concentrated around the Tibetan Plateau, Northeast China,

Mongolia, Southeast Asia, and the Pacific Ocean. 55%

(3)

2

B. Vogel et al.: The Asian Monsoon Anticyclone in September 2012

of these trajectories from Θ

org

values between 320 K and

360 K are from locations between 0

N, 50

N, 60

E, and

160

E (see grey box in Fig. 3 bottom). Also here, the

origins of other trajectories are distributed globally (see

Fig. 3 bottom). Calculations of 60-day backward trajectories

65

confirm that the origins of the air masses with enhanced

values of tropospheric trace gases such as CH

4

, CO, and

H

2

O found in the region of interest during the TACTS flight

on 26 September 2012 are mainly due to boundary source

emissions in Asia.

(4)

Fig. 1. Different 40-day backward trajectories for Θ

org

intervals 360 K–370 K (left) and 370 K–380 K (right) are shown colour-coded by

potential temperature (top) and by days reversed from 26 September 2012 (2nd row). Further, the geographical position of the origin of the

40-day backward trajectories (Θ

org

) (3rd row) and potential temperature versus time along 40-day backward trajectories (bottom) are shown.

(5)

4

B. Vogel et al.: The Asian Monsoon Anticyclone in September 2012

Fig. 2. Same as figure 1, but for Θ

org

interval 380 K–420 K.

Θ

org

of 60−day backward trajectories: 285K<

Θ

org

< 320K

−180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K]

Θ

org

of 60−day backward trajectories: 320K<

Θ

org

< 360K

−180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K] −180 −135 −90 −45 0 45 90 135 180 −90 −60 −30 0 30 60 90 285.0 295.0 305.0 315.0 325.0 335.0 345.0 355.0 365.0 375.0 385.0 Θ [K]

Fig. 3. The geographical position of the origins of 60-day

back-ward trajectories for trajectories starting in the region of interest

(see Sect. 2 main body of the paper) for Θ

org

between 285 K and

320 K (top) and between 320 K and 360 K (bottom). The grey box

marks the region where the most origins are clustered.

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Díaz, D., Zaki, M., Theodoulidis, B., Sampaio, P.: A Systematic Framework for the Analysis and Development of Financial Market Monitoring Systems.. Service Research and