satellite observation of volcanic ash clouds · the eruption of mt.sakurajima and traced the...

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Satellite Observation of Volcanic Ash Clouds Masami Tokuno Meteorolosical Satellite Center, Japan Meteoroloがcal Agency, 3-235 Nakakiyoto, Kiyose-ski, Tokyo 204, Japan (Received October 1996 ; revised version accepted February 18, 1997) Abstract This report summarizes of the author's presentation,“Satellite Observation of Volcanic Ash Clouds”, made at the Asia/Pacific RegionaレWorkshop on Volcanic Ash Hazards, in Darwin, Australia, September 18-21, 1995. The work involved satellite monitoring of vol- canic ash clouds from Mt.Bezymianny eruptions October 5-6, 1995. The effectiveness of a series of visible and infrared imaging of GMS together with NOAA AVHRR window channel (channels 4 and 5) imaging in determining volcanic ash clouds is shown by examples, i。e.,the eruptions of Mt.Sakurajima in 1985, Mt.Pinatubo in 1991, and Mt.Sheveluch in 1993. The effectiveness of GMS-5 window channels, IRl (10.5-11.5μm)and IR2 (11.5-12.5μm), in determining volcanic ash clouds similarly to NOAA AVHRR data is shown based on results calculated by a radiative transfer model and results of GMS-5 and NOAA-14 0bservation for the Mt.Bezymianny eruptions. W'econclude that GMS-5 data can contribute greatly improving volcanic ash cloud warning services. 1。Introduction This report summarizes our presentation, “Satel- lite Observation of Volcanic Ash Clouds”, made at the Asia/Pacific Regional Workshop on Volcanic Ash Hazards. Our work involved satellite monitor- ing of volcanic ash clouds from Mt.Bezymianny eruptions October 5-6,1995. We focused on the practical effectiveness of satellite remote sensing in volcanic ash cloud warning services。 Section 2 briefly reviews GMS and NOAA satel- liteimaging in monitoring volcanic ash clouds over the Asia/Pacific region and the effectiveness of satellite observation in determining volcanic ash clouds in the Mt.Sakuraiima eruptions in 1985, Mt. Pinatubo eruptions in 1991, and Mt.Sheveluch erup- tions in 1993. The effectiveness of NOAA AVHRR window channels (channels 4 (10.5-11.5μm)and 5 (11.5-12.5μm))in the Mt.Sakurajima and Mt. Shevelch eruptions。 Section 3 describes the potential use of GMS-5 window channels IRl (10.5-11.5μm)and IR2 (11.5- 12.5μm)in determining volcanic ash clouds similar- ly to NOAA AVHRR data, based on a radiative transfer model compared to results from volcanic ash clouds from Mt.Bezymianny eruptions of Octo- ber 5-6, 1995。 Section 4 presents results on the effectiveness of GMS data based on improved volcanic ash cloud detection and monitoring. 29-

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Page 1: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Satellite Observation of Volcanic Ash Clouds

            Masami Tokuno

  Meteorolosical Satellite Center, Japan Meteoroloがcal Agency,

     3-235 Nakakiyoto, Kiyose-ski, Tokyo 204, Japan

(Received 7 October 1996 ; revised version accepted February 18, 1997)

                      Abstract

 This report summarizes of the author's presentation,“Satellite Observation of Volcanic

Ash Clouds”,made at the Asia/Pacific RegionaレWorkshop on Volcanic Ash Hazards, in

Darwin, Australia, September 18-21, 1995. The work involved satellite monitoring of vol-

canic ash clouds from Mt.Bezymianny eruptions October 5-6, 1995.

 The effectiveness ofa series of visible and infrared imaging of GMS together with NOAA

AVHRR window channel (channels 4 and 5) imaging in determining volcanic ash clouds is

shown by examples, i。e.,the eruptions of Mt.Sakurajima in 1985, Mt.Pinatubo in 1991, and

Mt.Sheveluch in 1993.

 The effectiveness of GMS-5 window channels, IRl (10.5-11.5μm)and IR2 (11.5-12.5μm),

in determining volcanic ash clouds similarly to NOAA AVHRR data is shown based on

results calculated by a radiative transfer model and results of GMS-5 and NOAA-14

0bservation for the Mt.Bezymianny eruptions.

 W'econclude that GMS-5 data can contribute greatly improving volcanic ash cloud

warning services.

1。Introduction

 This report summarizes our presentation, “Satel-

lite Observation of Volcanic Ash Clouds”,made at

the Asia/Pacific Regional Workshop on Volcanic

Ash Hazards. Our work involved satellite monitor-

ing of volcanic ash clouds from Mt.Bezymianny

eruptions October 5-6,1995. We focused on the

practical effectiveness of satellite remote sensing in

volcanic ash cloud warning services。

 Section 2 briefly reviews GMS and NOAA satel-

liteimaging in monitoring volcanic ash clouds over

the Asia/Pacific region and the effectiveness of

satellite observation in determining volcanic ash

clouds in the Mt.Sakuraiima eruptions in 1985, Mt.

-

Pinatubo eruptions in 1991, and Mt.Sheveluch erup-

tions in 1993. The effectiveness of NOAA AVHRR

window channels (channels 4 (10.5-11.5μm)and 5

(11.5-12.5μm))in the Mt.Sakurajima and Mt.

Shevelch eruptions。

 Section 3 describes the potential use of GMS-5

window channels IRl (10.5-11.5μm)and IR2 (11.5-

12.5μm)in determining volcanic ash clouds similar-

ly to NOAA AVHRR data, based on a radiative

transfer model compared to results from volcanic

ash clouds from Mt.Bezymianny eruptions of Octo-

ber 5-6, 1995。

 Section 4 presents results on the effectiveness of

GMS data based on improved volcanic ash cloud

detection and monitoring.

29-

Page 2: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Satellite Observation of Volcanic Ash Clouds

                              distinguishingbetween volcanic ash and ice/water2 . Volcanic Eruption Clouds (VECs)                              clouds,we studied brightness temperature differ-

 The firstJapanese geostationary meteorological  ences (BTDs) e.g.,BTD -0.5゜Cto 1.5゜Ccorrespond-

satellite(GMS) was launched in 1977, and, with  ing toa volcanic ash cloud area and BTD 0.5°Cto

additional satellites,subsequently provided low-  1.5゜Ccorresponding to ice/water cloud (middle

resolution multispectralimaging at 3-hr intervals.  doud)southaway from Kyushu (Fig. 3).A scatter

These photographs revealed the movement of vol-  diagram of BTD vs. brightness temperature (TBB)

canic ash from Mt.El Chichon in 1983 (Funada and  for areas A and B clearly shows the difference

Arai, 1983) and the development and dispersal of  between volcanic ash and middle cloud (Fig. 4).As

clouds from Mt.Sakurajima in 1985 げokuno et al., discussed in Section 3,if the cloud is semitranspar-

1989).In addition, GMS images were used to ana-  ent, the BTD for ice/water becomes positive and

lyze the development and dispersal of clouds from  that for volcanic ash becomes negative. Positive

23 volcanoes (Sawada,1987).               values for BTD increase in proportion to the

 In March, 1987 hourly imaging became possible, amount of atmospheric moisture particularly over

and thisdata made it easier to analyze the develop-  clear areas as the BTD corresponding to about 20゜C

ment and dispersal of clouds from major volcanoes, of TBB (channel 4) takes about 2 to 3°Cin a clear

Mt.Pinatubo 1991, Mt.Sheveluch 1993, Mt.Rabaul  area (Fig. 4).In addition,the IR temperature obser-

1994, Mt.Klyuchevski 1994,etc..            ved becomes warmer as optical cloud depth

 The sections below describe satellitemonitoring  decreases because of the penetration of warmer

of VECs from three volcanoes―Mt.Sakurajima  temperature from under the surface (Fig. 4).These

1985, an example ofasmall eruption;Mt.Pinatubo  results prove the effectiveness of NOAA AVHRR

1991, an example ofalarge eruption in alow lati-  window channels (channels 4 and 5) for distinguish-

tude;and Mt.Sheveluch 1993,an example ofalarge  ing between ice/water and volcanic ash clouds

eruption at a high latitude.              from relatively small volcanic eruptions such as

                              Mt.Sakurajima.

2.1 Mt.Sakurajima Eruption

 Mt.Sakurajima (3r34'25”N, 130°39'40”E)erupted  2.2 Mt.Pinatubo Eruption

frequently from Sep. 5 to Sep. 6,1985,accompanied   This century'slargest volcanic eruption occurred

by VECs.                      in the Philippines at Mt.Pinatubo (15°O7'N,120°2O'E,

 Visible GMS-3 images at 3-hr intervals detected  altitude: 1745 m,June 15,1991), and was ac-

the eruption of Mt.Sakurajima and traced the  companied by gigantic VECs observed at トhr

movement of VECs (Fig. 1).These traveled north-  intervals using the multispectral imaging from

west away from the volcano as surface observa-  GMS-4.

tories reported, and falling was observed at the   VECs (Fig. 5) in a series of VEC visible(VIS)

surface observatories in western Kyushu particu-  photographs taken at卜hr intervals from 2240UTC

larly about 300 km leeward from the volcano (Fig.2). on June 14 to 0840UTC on June 15,1991, are char-

A comparison of the two figures shows that VEC  acterized by a visible gray area and disc-shaped

distributioncorresponds to that of fallingash,infer-  clouds over in the center of Luzon island. The

ring that VECs contains much ash.          formation and dispersion of these clouds was

 To examine the effectiveness of NOAA-9  repeatedly observed in allsatelliteimages taken on

AVHRR window channels (channels 4 and 5) for  the morning of that day. Another visiblegray area

- 30-

Page 3: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Fig. 1

1985.9.5.02:31UTC           1985. 9.5.23:31UTC

1985.9.6.02:31UTC

     1985.9.6.05:31UTC

m 0231 UTC to 0827 UTC Sep. 5,1985and from 2331

UTC Sep. 5 to 0531 UTC Sep. 6,1985/A’indicates volcanic ash clouds from Mt. Sakurajima.

-31-

Page 4: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Satellite Observation of Volcanic Ash Clouds

Fig. 2 The distribution of falling ash in Kyushu  Fig. 3

    from Sep. 5 to Sep. 6,1985(fromJMA News

    (1985)).

is shown as a fuzzy pattern dispersing west from

the volcano.

 A remarkable disc-shaped VEC at 0640UTC has

its center nearly 20 km west of the volcano and

extends up to 300 km in diameter. The largest

average velocity of this extension was on the vol-

cano's west side (47 m/s), followed by south (39 m/s),

north (25 m/s), and east (22 m/s).

NOAA-9 BTD distribution at 0436 UTC

Sep. 5,1985.‘A’represents volcanic ash

cloud area and‘B’ice/water cloud area.

Isothermal lines in a clear area represent

BTD distribution.

sion to 600 km in diameter, especially 200 km

upwind at a velocity of 15 m/s from the volcano,

and westward VEC dispersion.

 Hourly GMS image data thus has proved very

useful in monitoring VECs.

 The analysis of infrared data is described else-

 One hour later, the disc-shaped VEC had further  where, e.g.,Tokuno (1991).

expanded to 400 km in diameter. The white tops of

VECs and their shadows to the east are clearly  2.3 Mt.Sheveluch Eruption

observable as they travel west away from the

volcano. The largest average VEC extension veloc-

ity occurred on the volcano's east side (nearly 20 m/

s), with all velocities decreasing significantly。

 The last VIS image shows both a further exten-

 Large eruptions occurred three times, at

2305UTC and 2330UTC April 21 and 1530UTC

April 22,1993, at Mt.Sheveluch (56°38'N, 161°19'E)

on the Kamchatka Peninsula in Russia。

 VEC development from the Mt.Sheveluch erup-

32-

- - ㎜ = - ・ - ふ 皿 ・

Page 5: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

LO

O

c/一    n/一

  15

(○○)

'寸10

    LO

CZ>

西) 函

- [

-5

        △Clear

j

◆Ashed cloud 戸岬一言

-。‡‡・1‡1

11‡l

#

1           

1 Middle cloud

lll

    。闇・

■|II

I■

  ・      ・      ・      ・      ・      l      l      l

-10 -5  0  5  10  15 20 25  30LO

CO

           (TBB(CH.4)-TBB(CH.5))x 10(゜C)

Fig. 4 Scatter diagram of BTD vs. channel 4TBB for areas‘A’and‘B’in Fig. 3. The symbols represent

   individual pixel for volcanic ash cloud(◆), middle cloud(・)andclear area (△).

- 33-

Page 6: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

SatelliteObservation of Volcanic Ash Clouds

-34-

Page 7: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

1991.6.15.05:40UTC

Fig. 5 A series of GMS-4 visible photographs of

    the Pinatubo eruption cloud taken at 1-hr

    intervalsfrom 2240 UTC on June 14 to 0840

    UTC on June 15,1991.

一石-

Page 8: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Ej

SatelliteObservation of Volcanic Ash Clouds

1993.4.21.2305 UTC

i j 瀾 -押.

          ’:  ‘jl  /〆’ ふ,I          Tフ’・:jll白 回

 e

Fig. 6

  1993.4.22.0235 UTC     f   1993.4.22.0335 UTC

A series of GMS-4 IR psudocolor images from 2305 UTC April 21 to 0335 UTC April 22,1993.

Temperatures are indicated by the color scale on the right side.‘A'indicates VECs from Mt.

ShiveluchバB' and ‘C'respectively indicates the colder part (-51 to -35゜C) and the warmer part

ト35 to - 10°C)of the VECs (A).

- 36-

Page 9: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

tions at 2305UTC and 2330UTC April 21,1993, was

observed in a series of GMS-4 hourly infrared

images (Fig. 6). The area of VECs (A) was char-

acterized as having the lowest temperature, -39°C,

which contrasted with warmer land areas, at

OOUTC April 22 (Fig. 6 (b))。

 Two hours later (Fig. 6 (d) at 02UTC), the vol-

cano's activity is considered to have continued

based on the fact that the lowest temperature of the

area further decreased (―53.5°C), as the area

extended. The maximum VEC altitude was esti-

mated at about 300 hPa (about g km) at 02UTC

from infrared data and meteorological observa-

tions, if VECs are assumed to be a black body. It is

generally difficult, however, to estimate the VEC

altitude in the lee area from infrared data because

the temperature in the lee area is higher than at the

origin because of the penetration of warmer tem-

perature from under the surface. To make up for

this,it is useful to estimate VEC altitude from VEC

movement based on a vertical wind profile。

 The colder parts of the VECs (A) (Fig. 6 (f), B,

-51 to - 35°Cwas dispersed west and southwest at

the speed of 10 to 15 kt, while the warmer part

(Fig. 6 (f),C, -35 to -10°C) was dispersed southeast

at 10 to 15 kt. It is assumed that colder VEC flows

correspond to air flows at 300 hPa and warmer

flows to those at 100 hPa using upper weather

charts. This confirms that VECs reached a height

of about 8 km (nearly 350 hPa) at 2305UTC April 21

and then of about 17 km (nearly 100 hPa) (e-mail

communication, Kamchatka Volcanic Eruptions

Response Team (KVERT))。

 Hourly observations lasted until lOUTC April 22,

when VECs became too thin to be traced from

infrared images。

 VEC development from the Mt-Sheveluch erup-

tion at 1530UTC April 22,1993, was also observed

in a series of GMS-4 hourly infrared images. VEC

dispersion about 100 km wide extended to about 250

km south-southwest of the volcano. Its temperature

was - 20°Caccording to the infrared image. indicat-

ing its altitude is 700 hPa.

 GMS-4 hourly infrared image observations were

continued until OOUTC April 25, when the vicinity

of Mt.Sheveluch was covered with high clouds.

 The GMS-4 infrared image at 22UTC April 23

showed that VECs with a maximum temperature

of -20°C (altitude : about 700 hPa)moved indis-

tinctly south at 10 to 15 kt, but VEC dispersion west

was probably blocked by the mountains.

 Effective information on VECs was received

from NOAA-12 twice, at 22UTC April 22 and at

09UTC April 24.

 A BTD image of AVHRR (channels 4 and 5) at

22UTC April 22 (Fig. 7) shows a smaller tempera-

ture difference (0.2 to 0.4°C)in the area indicated by

‘A' than that (0.5 to 1.5°C) in the surrounding area

off the south edge of the Kamchatka Peninsula. ‘A'

presumably contains a large amount of ash.

 The vicinity of Mt.Sheveluch can be delineated

as an area with a negative BTD (-l to -3°C) from

the BTD image at 09UTC April 24 (Fig. 8). This

suggests that the vicinity of Mt.Sheveluch is cov-

ered with falling ash.

 Findings from trial monitoring above showed

that both GMS-4 hourly infrared images and BTD

images are useful for delineating VECs.

-37-

Page 10: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

SatelliteObservation of Volcanic Ash Clouds

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  yべ iご   レJ..・                   ;:い………j,6 ,,゛でヽix`

゛, \ダ  ‘゛`      `‘   ` . ぐ    \       。ブヴ..7,1.11'‘`ザ\゛‘λ心y ゛ r7t'‘ j

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= = = -

l ‾ 7 こ 7 ’ ‾ l

7 1 1 J 7 ご こ 7

- 一 一 一 一

鸚皆皆

一 一 一

                     4'./`‥ ふ ゛‘j   .    '            l

ド.訃                    圃肝              ,,,  |1・,∵ム

・\jirmt\i']ziimmi\^i^・lj・1●・[,1・4・(=m*^=iriPi

]

ji14ぷ必・I=I=1≪    牛山 O消

       '゛             ゛,4 'タ4'・ら。、

Fig.7 BTD image of AVHRR at 22UTC April 22,1993. An area with a smaller BTD (O゜Cto 0.5°C)is

    colored.

■l團‘’

  自乗  ”゛  ‘ ■Z “

Fig. 8 BTD image of AVHRR at09UTC April 24,1993. An area with a negative BTD (-1゜Cto -3゜C)is

    colored.

-38-

目い即爪`1日卜IIくI巾I旧nl

Page 11: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

3 . GMS-5 Window Channel (IRl and IR2)

  Potential

 A Japanese GMS-5 geostationary satellite was

launched in March 1995 and became operational in

June 1995. This satellite had one visible and three

cloud temperature at wavenumber V. The coeffi-

cientsof thelast two terms are writtenas

∂c

-

-

-

-

万一戸戸

  2D

(1-几一礼).(/‾十yぶ戸っ

infrared sensors (IRl: 10.5-11.5μm, IR2: 11.5-  where

12.5μm, IR3 : 6.5-7.0 μm).Thetwo window chan-

nels, IRl and IR2, are operated at wavelengths

similar to NOAA AVHRR window channels (chan-

nels 4 and 5), which have been successfully used to

distinguish volcanic ash clouds from water/ice

clouds, e.g・, Prata {1989) and Potts (1993). Some

overlap occurs, however, in response functions for

GMS-5 window channels, IRl and IR2. We there-

fore studied the GMS-5 window channel potential

for distinguishing volcanic ash clouds based on a

radiative transfer model. We also compared calcu-

lated results with results from the MtBezymianny

eruptions October 5-6,1995.

3.1 Radiative Transfer Model

 If no ice/water clouds occur between the surface

and overlying cloud, e. g., volcanic ash cloud, the

monochromatic upwelling thermal radiance obser-

ved by the satellite sensor is expressed as

召~(μ) = Bs,ue-て、jμ十Joブ 田

where z,is the wavenumber, Be,。isobserved radi-

ance, Bs,^is radiance emitted from the surface, n is

the cloud optical depth at wavenumber i。andμis

the cosine of the viewing angle. The source function

S (r')is at the optical depth 7.'in the cloud。

 Based on a few assumption S (r) is approximat-

ed by a two-stream source function and the cloud is

isothermal, Eq. (1) becomes Eq. (2) by applying a

technique developed by Ackerman et al.(1988).

Be,u{μ)=Bs,i,e-てJμ十召cゅ(1-e-リつ

j  Iノ

りa   4

ぐ  く

λ=2(1-ア)古

ア=函(1-ぬ)

D‾~λ≒-Γ‰‾λら

r=(2-λ)/(2十λ)

/‾ニ(?三万?)゜(1‾ぐ(1‾゛)リつ

戸‾ニ(?/T回)゜(1‾゛‾(1ぺ)リつ

(5)

Here, a>。is the single-scattering albedo and g。the

asymmetry factor of the cloud layer.

 Spaceborne satellite sensors are designed ・to

measure radiance with some wavenumber range

vi < V < V2, not monochromatic radiances. The

observed response-weighted radiance by the sensor

of the satelliteis therefore expressed as

        ^2_

ハ,バμ)こ=仁心)瓦。(μ)必        (6)       シ11

where $。M is the normalized spectral response-

function for channel i. The normalized response

functions for the two GMS 5 thermal channels, 1

and 2, and the two NOAA-12 and NOAA-14

AVHRR thermal channels, 4 and 5,are shown in

Fig. 9.

3.2 Mie Calculation

 To obtain the theoretical radiance defined in Eq.(2),

optical cloud properties cloud are required. In this

study, we assumed cloud particles are spherical, so

the Mie theory can be used to calculate the effi-

ciency factor for extinction, scattering, or absorp-

tion;asymmetric parameter ;and single-scattering

十BsフレSs(μ,T.)一召,。∂c(μ,乙)(2)  albedo for known refractive indices. These optical

   properties are calculated in the following equa-

where Bc,誦sthe radiance of a black body at the  tions :

-39-

Page 12: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

esuodsey lEJioeds

ssuodseu lej^oeds

ej^oedQ

0.016

0.014

0.012

 0.01

0.008

0.006

0.004

0.002

  0

0.016

0.014

0.012

 0.01

0.008

0.006

0.004

0.002

  0

780

780

0.016

0.006

0.004

0.002

  0

780

Satellite Observation of Volcanic Ash Clouds

800 820 840 860 880

         Wavenumber

800 820 840 860 880

          Wavenumber

800 820 840 860 880

         Wavenumber

900 920 940 960 980 1000

(cm**-1)

900 920 940 960 980 1000

(cm**-1)

900 920 940 960 980 1000

(CI**-1)

Fig. 9 Normalized spectral response-functions for the two thermal channels. 1 and 2,and the two NOAA

     -12and NOAA-14 AVHRR thermal channels. 4 and 5. Spectral response at intervals of 5cm-^ is

     indicatedby the symbols (▲and ・).

Efficiency factors :

必=j:7�(お(2πrjA,m)―,ヅズトか

  ノfレ首)心

 Extinction, absorption, and scattering efficien

cies are related by

(7)

where Qf is the Mie efficiency factor for extinction,

りaz=り・s+Qs。。

The single scattering albedo is

函=これcα/(ンa,

The asymmetry parameter is

scattering, or absorption ;n (r)is the size distribu- Jo:7r戸(λ。:ag{2nrlA, m)サタンj大海

tion of particles with radius rin the units of number

of particles per unit volume ; m is refractive in-

dices;and λis wavelength.

づ77�Q。jヤヤヤ心

where g is asymmetric parameter for a

--40-

㈲  ㈲

  ㈲

single

―jlI

Page 13: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

IIFI’`‘Ir

!IIkI

jj’

particle and Q。is the Mie efficiency factor for

scattering。

 It is assumed that particle size distribution, n (r),

is the modified―y size distribution used by Prata

and Barton (1994). That is,size distribution is given

by

dn{r)Idr=(Nb7㈲)r'e-'"-         ai)

where rn is the mean particle radius. N is the total

number of particles per unit volume, and b ― 6/ro。

 Optical cloud thickness is calculated from the

size distribution. extinction efficiency, and geomet-

rical thickness of the cloud. These are related by

r。=QextLjU宍戸首しか (12)

where L is the geometrical thickness。

 The above scattering parameters required for

radiative transfer calculation are obtained using

subroutines for computing parameters of the elec-

tromagnetic radiation scattered by a sphere devel-

oped by J.V. Dave (1968)。

 Fig. 10 shows the refractive indices of quartz,

volcanic dust, ice, and water in the wavelength

region (10-13μm) obtained from Takashima and

Masuda (1987) based on data by Spitzer and Klein-

man(1961),volz(1983), Warren (1984), and Irvine

and Pollack (1967)。

 The modified-y size distribution is used for cal-

culations with a mean particle radius of 2,3, and 5

μm. Fig. 11 shows some results of calculations for

roニ3μm and N = 100 cm ^, indicating that

volcanic substances (quartz and dust) have an

extinction larger than ice and water and that

2.5

 CM

’ dVd

 m

 l

iV3a

0.5

REAL PART OF REFRACTIVE INDEX

10 10.5 11  11.5

       WAVELENGTH,

12 12.5 13

μm

IMAGINARY PART OF REFRACTIVE INDEX10

 1    1

       d

’L^Vd A≫VNI9VNI

0.01

    10 10.5 11 11.5 12 12.5 13

           WAVELENGTH,μm

Fig. 10 Real part (upper) and imaginary part

    (lower) of the refractive indices of quartz

    (◆), volcanic dust (・),ice (▲), and water

    (●)in the wavelength region (10-13μm)

    obtained from Takashima and Masuda

    (1987) based on data by Spitzer and Klein-

    man(1961), Volz (1983), Warren (1984), and

    Irvine and Pollack (1967),

extinction decreases with wavelengths 11.5μm and  3.3 Model Calculation

12μm. For water and ice the extinction increases   Calculation of radiance observed radiance by the

with wavelength in this region.            satellite in the model was as follows. based on a

                               few assumptions : (1) the vertical profile in the

                               atmosphere is midlatitude summer/winter atmo-

                               spheric model (Knelzys,1983), (2) the cloud base

                               height is 10 km over the surface and the geometri-

                               cal cloud thickness is l km, (3) the satellite view

                               angle is 180 deg., and (4) the lowest layer of the

-41-

Page 14: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

4 5 3 5 2 5 1 5 0

    3.    2.    L    0.

      :;ueioiii800 uo^oui^xq

opeqie Suue^i^eos eiSuic

1 9 8 7 6 54

   0 00 000

0.3

0.2

0.1

 0

Satellite Observation of Volcanic Ash Clouds

Ext i net i on Coefficient

10  10.5  11  11.5

        Wave Iength

 12  12.5  13

μm

Single Scattering Albedo

10  10.5  11  11.5

        Wavelength,

1 9 8 7 6 5 4 3 2 1 0

    1 一 一 I I ■ ■ - ■

   0 0 0 0 0 0 0 0 0

        』eq.euieje(j AJi^euuiAsv

 12  12.5  13

μm

Asynmetry Parameter

atmospheric model is used instead of the surface of

the earth.

1)The values of scattering parameters in GMS-5

and NOAA-12 wavenumbers are given by inter-

polating the values of scattering parameters calcu-

lated in Session 3.2.

2)The optical cloud thickness is varied from o to

9 by changing the total number of particles per unit

of volume.

3) Satellite-observed monochromatic radiances

are calculated at interval 5cm-' in the region of

GMS-5 and NOAA-12 wavenumbers using Eq. (2).

4) Satellite-observed radiances for each channel

are calculated by combining the response function

(Fig. 9) with satellite-observed monochromatic

radiances calculated in term (3), using Eq. (6).

5) Satellite-observed radiance is converted to

brightness temperature using both the spectral

response characteristics of the radiometer and the

Plank function. The BTD between infrared window

channels is then calculated.

 We simulated temperature pairs, BTD of GMS-5

or NOAA-12 AVHRR and IR-1 temperature of

GMS-5 or channel 4 temperature of NOAA-12

AVHRR as a function of mean particle radius {2,3,

0r5 μm) and the optical depth (0-9) for quartz,

volcanic dust, ice and water in a mid-latitude sum-

mer atmospheric model (Figs. 12-15).

     10  10.5  11  11.5  12  12.5  13

             Wavelength, μm

Fig. 11 Extinction efficiency factor Qext,asymmetry parameter g and single scattering albedo &> for quartz

     (◆),volcanic dust (・),ice (▲) and water (●)as a function of wavelength. The modified-y size

     distribution is used with ro =3μm.

― 42 ―

;44!

t4

liI1

Page 15: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

kll! F’

IIIIIIIlr’  ! IFj

ここ (9 HO - t7 HO )

eouejeiiiQ 8jn:^ej8cluj8」

10

m

 

  

 o

 一   1

       一

ID

1  CM

 I   一

NOAM 2 Quartz

 -〇一一

midsunmer

  -£r-一 一

一一r=0.5

‥・・ r=1.0

-・- r=1.5

一一r=2.0

r=3.0

 ここ (―一- Ldl )

eouejeuiQ 8Jn:^ejeclui8i

10

in

 

 

 

 o

 

 

 

 LO

 ‐   1  1

       一   ・

-20

GMS- 5 Quartz

-0-

midsummer

  一公一

‥‥ r=1.0

-・- r=1.5

一一r=2.0

r=3.0

      220 230 240 250 260 270 280 290 300   220 230 240 250 260 270 280 290 300

         Temperature ( CH. 4 ) ( K )         Tetrperature ( IR1 ) ( K )

Fig. 12  Simulated temperature pairs, BTD of GMS-5 or NOAA-12 AVHRR and IR-1 temperature of GMS-5

     or channel 4 temperature of NOAA-12 AVHRR as a function of mean particle radius (2,3, or

     5μm) and optical depth (O-9)for quartz in the mid-summer atmospheric model. The near

     horizontal curves represent different mean particle radii, and the near vertical curves the

     dependence of optical depth at IR 1 or channel 4 with particle radius.

(y一) (S HO - t-.西)

8ouej8111n 8jn:^ej8cluj8i

O  m

に.y  O  ″‐Q  O

 1-

・r-

CM

       一   一   一

N0AA12 VoI can ic Dust midsummer

-(ニ←5μm

     R 。  :      -£r_

 _G_            3μm

2μm二 二 皿 こ

r=0.5‥‥ r=1.0

-一一 r=1.5

貨財淘旅烏聡照応 r=2. 0

r=3. 0

    220 230 240 250 260 270 280 290 300

      Temperature ( CH. 4 ) ( K )

Fig. 13  Same as Fig. 12 except for volcanic dust.

 As expected, for quartz, the negative BTD value

is greatest in a mean particle radius of 2μm, foil-

owed by 3μm and 5μm. For small or large optical

depth, BTD becomes small. As mean particle radius

gets larger, negative BTD gradually decreases and

becomes positive value. This tendency is seen in

 ここ (2di - la一)

eou9J9111n 9Jn:;Bj9dui9i

O  ir>

in        o

 一   ‐1

-15

-20

GMS-5 Volcanic Dust midsunmer

           -C←           5μm

           一公一-{⊃-

2μm

- _ 皿 二 . 芦

3μm

 zr=0.5

‥一一 r=1.0

-‥ 2r=1.5

‘一一- 2r=2.0

r=3.0

220 230 240 250 260 270 280 290 300

  Temperature ( IR1 ) ( K )

volcanic dust, with the value for volcanic dust

being smaller than that in quartz。

 In the case ice and water as shown (Section 3.2),

the tendency forward extinction is reverse that in

quartz and volcanic dust, so the BTD tendency is

reverse that of quartz and volcanic dust, i. e., the

-43-

Page 16: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

ここ 「9 HO - t^」西)

80U8j8uin ejコ:^BJ9dUl9|

8ou8j8U!a sjn^ejeduiei

O  in

CvJ

T-

O  lO

O

-5

-10

20  15  10  5  0

    ()一) (9 HO - fr HO )

-5

-10

N0AA12 Ice

Satellite Observation of Volcanic Ash Clouds

midsummer

一一

・ ・ ・ ・

四・-

-稲荷BKSSSMSJS

r=0.

r=l.

r=1.

r=2.

O  m

CM

1-  1

0  5  0  ・?

 ()こ (―一一一一)

80U8

jeii Ia ejniejeduiei

   一m    505

220 230 240 250 260 270 280 290 300

  Temperature ( CH. 4 ) ( K )

NOAM 2 Water

一仁}-

5μm

-10

GMS-5 Ice

 -{⊃-

一一r=0.5

一一一一 z:=1.0

-・- r=1.5

一一- r=2.0

midsummer

-○-

 5μm

220 230 240 250 260 270 280 290 300

  Temperature ( IR1 ) ( K )

Fig. 14 Same as Fig. 12 except for ice.

midsunmer

一一r=0.5

‥・- r=1.0

一・- て=1.5

一一r=2.0

220 230 240 250 260 270 280 290 300

  Temperature ( CH. 4 ) ( K )

20  15  10  5  0  ‐5

     ()一) (―一一一一)

    eouejeiiiQ ejn^ejediuei

-10

GMS-5 Water midsumner

一一r=0.5

‘’一一 r=1.0

           一一- r=1.5

‾□‾‾        ゛“‘・ r=2.02μm

べ)-

 5μm

→-

3μm

220 230 240 250 260 270 280 290 300

  Temperature ( IR1 ) ( K )

Fig. 15 Same as Fig. 12 except for water.

positive BTD value is greatest at a mean particle

radius of 2μm, followed by 3μm and 5μm。

 To investigate the effect of vertical profile in the

atmosphere on BTD, the same calculation is perfor-

med in a mid-winter atmospheric model (Fig. 16).

The BTD for the mid-winter atmospheric model is

smaller than that for the mid-summer atmospheric

model. This suggests that the absolute BTD value

is effected by cloud temperature and the surface

temperature of the earth.

 These results indicate that the use of GMS-5

window channels for distinguishing volcanic ash

clouds including SiO2 from ice/water clouds is

effective under certain conditions, e.g., cloud

containing small particles and appreciable optical

depth, but not effective in cases of small optical

depth (very thin clouds) or large optical depth

(thick clouds).

-44-

4 I『4-

‘1’I

j‐

Page 17: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

()一) (9 HO - t7 HO )

eouajeuiQ s-iコ:^ej9diu8i

10

m

o

 ‐   1

       一

-15

-20

N0AA12 Quartz

-ロー

2μm

midwinter

-

r=1.0

r=1.5一一Z“=2.0

-r=3.0

200 210 220 230 240 250 260 270 280

  Temperature ( CH. 4 ) ( K )

 ここ (―一‐■一)

80U9J8111n 8Jn:iej9dui8i

O  m

lO

O

LO

 一   1  1

       一   一

-20

GMS-5 Quartz

 -0一一

-{ニトー

2μm

midwinter

  一公一-

- ・ -

9 避 溜 涙 豪 然 池 訟 廊

r=1.

r=1.r=2.

r=3.

200 210 220 230 240 250 260 270 280

  Temperature ( IR1 ) ( K )

Fig. 16 Same as Fig. 12 except for the mid-winter atmospheric model.

3.4 Mt.Bezymianny Eruption

 Mt.Bezymianny (56°58'N, 160°36'E) erupted Octo-

ber 5-6, 1995. VECs from Mt.Bezymianny were

observed by GMS-5, NOAA-12, and NOAA-14バ/Ve

compared VECs from GMS-5 with NOAA-14

because no significant difference exists for spectral

response functions of AVHRR channels 4 and 5

between NOAA-12 and NOAA-14 (Fig. 9) for our

purposes。

 In the GMS-5 VEC IRl image taken at 0230 UTC

Oct. 6,1995(Fig. 17), the VECs indicated by the‘a'

was characterized as colder than land and sea

areas and its colder part was dispersed east. It is

very difficult, however, to distinguish the VEC

from neighboring ice/water clouds because no sig-

nificant IR temperature difference occurs between

them if there is no eruption。

 Fig. 18 shows a series of GMS-5 BTD images

together with the NOAA-14 BTD image in the

region enclosed in line (A) (Fig. 17) from BTD

images taken from 0230 UTC to 0330 UTC Oct. 6,

1995.1n Fig. 18, the area with a negative value less

than -0.5°Cis colored, contrasting with the color-

less area with a BTD value exceeding - 0.5°C。

 As expected, volcanic ash clouds are depicted

where the BTD is less than - 0.5°C,although the

BTD image of NOAA-14 is clearer than that of

GMS-5 due to horizontal and temperature resolu-

tion differences and some overlap in the spectral

response functions for GMS-5 window channels。

 To examine the relationship between BTD and

TBB for volcanic ash cloud, we compared BTD

with TBB of channel 4 and IRl for the area en-

closed in line (B) (Fig. 17) from images taken at

0230 UTC for GMS-5 and 0250 UTC for NOAA 14

Oct. 6,1995. Fig. 19 shows scatterdiagram of BTD

vs. TBB. The results in Fig. 19 are similar to those

for quartz. volcanic dust, and ice in Section 3.3。

 1na reference IR image (Fig. 17), positive pixels

in Fig. 19 correspond to cirrus area west from the

volcano, while negative pixels in Fig. 19 correspond

to volcanic ash cloud. The figure also indicates that

the volcanic ash cloud is composed of mainly SiOz

and dust with several sizes of particle (Section 3.3).

In addition, the BTD value of GMS-5 is smaller

than that of NOAA-14 as shown in the model

calculation。

 Thus, results obtained in GMS-5 and NOAA-14

0bservation for the Mt. Bezymianny eruptions agree

well qualitatively with results from results calcu-

lated by a radiative transfer model.

-45-

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一一 -

一 一

Satellite Observation of Volcanic Ash Clouds

.'/¶尚

F J

Jレ

‘ /

考:・。

-玉  で

丁"""‾″7゛’2°……j゛ 遂\蚕\\\\

j・・.゛ ∴. .ご         .-.甕l・  .‥

宋゛:゛i:i:::昌`jjl::ニ1  

・t蝉1{

ごT…

\j ゃ ……1\\1

 i.ニ    ..      I !..r. .・.二‥‥‥‥‥:    ‥・ .,......    �,‥‥‥   ‥

ニジゾヤプL}1:Liil

j呂 \

,レjUr………゜゜篆ノブノ………1しぷ七三l………j=

 T ノ犬上、. フク‾爽奏言言三遍4(三万■゛'             ‾ ″「‾‾‾‾  ’ ‾ ‘-

Fig. 17 GMS-5 VEC IRl image taken at 0230 UTC Oct. 6、1995. The VECs from Mt.Bezymianny is

     indicatedby the‘a'.

FiR. 18 A series of GMS-5 BTD images together

     with the NOAA 14 BTD image in the

     region enc】osedin line (A) (Fig. 17) from

     BTD images from 0230 UTC to 0330 UTC

     Oct. 6、1995.

22誤ぶニみ、       GMS-5 ,leiperature Difference

2ご!。。i,ぶ。 (IRトIR2)

00UIC6 Oct.a^.・,.。           ノ

ニニや4、~ .41

で4¥・・・ '・がry'

プ3‰}7?94,こ

乙μ.。 ‘や・・j・・・

鴛4,     〆/乙’一一S4-

■II‐`白墨 ■■■■■■●I

Fig. 20 A series of GMS-5 BTD images from 2130

     UTC Oct. 5 to 0430 UTC Oct. 6、1995at 1

     -hrintervals.

一一46-

11114-

1‘4

Ii―・’

‐I41!I44

Page 19: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

                 ‐1

(ぎ (iQふ巴)aousjaにl-j-iQ ajm't.'ejaamai

二 N

- 0

)AA-

 50

√ j l

TC Oct. 6, '95  1  し

-F

I J細鵬 | 裂 |

±.mg U

|l |

| 副|

ヲヲB | l

順燃

IIJJJl」.||[Lヨ.日.L田 日出]出 LlilUはL 「日H日日

j

Miiinii iiniiiii |日日TI日 Illllllll |目null

200 210 220 230 240 250 260 270 280 290 300

   Temperature (CH4) (K)

(ぎ(回)-屁})souajsjiTn a-tniBjganiai

--

MS-

230 UTC Oct.

什十

 6,

11

'95

謳 j鋸 献1 1 1 1

升士怖ト

1順畏柵

払円ゾ示

孚7

jll目III! 目口田口 「|目川口 |田||田 日日日日| 11出「出 口口||日| 目口日日1 |日出田 日出出|

200 210 220 230 240 250 260 270 280 290 300

   Temperature (IRl) (K)

Fig. 19 Observed temperature pairs, BTD of GMS 5 or NOAA-14 AVHRR and IR-1 temperature of GMS

     -5or channel 4temperature of NOAA-14 AVHRR for the area enclosed in line (B) (Fig. 17).

4 . Conclusion

 GMS 5 infrared data was digitized to only eights

bits and some overlap occurred in spectral response

functions for the GMS-5 infrared sensors, IRl and

IR2. This led toa reduced BTD for GMS-5 compar-

ed to that for NOAA AVHRR。

 The effectiveness of GMS 5 window channels,

IRl and IR2, however, in distinguishing volcanic

ash clouds as effectively as NOAA AVHRR data is

recognized in some circumstances by a radiative

transfer model and results in GMS-5 and NOAA-14

0bservation for the Mt.Bezymianny eruptions. In

addition, GMS 5 BTD images are available at

hourly intervals, enabling hourly monitoring of

volcanic ash cloud (Fig. 20)。

 Thus, GMS data can he】pimprove volcanic ash

cloud warning services。

 The next geostationary meteorological satellite

(MTSAT)tobe launched by Japan is scheduled for

1999.This satellite will have one visible sensor (0.55

-0.8μm)and four infrared sensors (IRl : 10.3-11.3

μm; IR2: 11.5-12.5μm; IR3: 6.5-7.0μm; IR4:

3.5-4.0μm). Infrared data will be digitized to 10

bits,significantly improving the thermal resolution.

This satellite will thus further improve detection

and monitoring of volcanic ash clouds.

Reference

Ackerman, T.P., K.N. Liou, F.P.T. Valero and L.

 Pfister (1988):Heating rates in tropical anvils, J.

 Atmos. Sci., 45,1606-1623.

Dave, J.V. (1968):Subroutines for computing the

 parameters of the electromagnetic radiation scat-

 tered by a sphere, IBM Palo Alto Scientific

 Center, 60 pp.

Funada, H. and K. Arai (1983):GMS-2 observation

 of volcanic ashes from Mexican volcano El Chi-

 chon, Meteorological Satellite Center Technical

 NoteJ, 13-27 (in Japanese with English abstract).

Irvine.W.M. and J.B. Pollack (1968):Infrared opti-

 cal properties of water and ice spheres, Icarus 8,

 324-369.

Japan Meteorological Agency (JMA) News (1985),

 998, 237. (in Japanese)

Knelzys, F.X. et al. (1983):Atmospheric Trans-

 mittance/Radiance : Computer Code LOWTRAN

 6,AFGL-TR-83-0187.

Potts, RJ. (1993):Satellite observations of Mt.

 Pinatubo ash clouds, Aust. Met. Mag., 42, 59-68.

Prata, AJ. (1989):Observations of volcanic ash

 clouds in the 10 12 μm window using AVHRR/2

-47-

Page 20: Satellite Observation of Volcanic Ash Clouds · the eruption of Mt.Sakurajima and traced the companied by gigantic VECs observed atトhr movement ofVECs (Fig.1).These travelednorth-

Satellite Observation of Volcanic Ash Clouds

 data, Int. J. Remote Sensing, 10, 751-761.

Prata, A.T. and I.J. Barton (1994):Detection and

 discrimination of volcanic ash clouds by infrared

 radiometry l : Theory, Proceedings of the First

 Volume, the First Int. Symp. on Volcanic Ash and

 Aviation Safety, U.S. Geological Survey Bulletin

 2047, 305-311. Thomas J. Casadeval](ed).

Sawada, Y. (1987):Study on analyses of volcanic

 eruptions based on eruption cloud image data

 obtained by the geostationary meteorological

 satellite (GMS), Tech. Rep. Meteorol. Res. Inst.,

 No.22, 335 pp・

Spitzer, W.G。and Kleinman, D.A.(1961), Infrared

 lattice bands of quartz, Phys. Rev. 121,1324-1335.

Takashima, T. and K. Masuda (1987):Emissivities

 of quartz and Sahara dust powders in the infra-

 red region (7-17μm), Remote Sens. Environ. 23, 51

 -63.

Tokuno, M。M. Matsuda and K. Tsuchiya (1989):

 Detection of the volcanic ashed cloud from satel-

 lite IR data, Proceedings of the 9th Japanese

 Conference on Remote Sensing, 153-156 (in

 Japanese).

Tokuno, M. (1991):GMS-4 observations of vol-

 canic eruption clouds from Mt.Pinatubo,

 Philippines, Meteorological Satellite Center

 Technical Note, 23, 1-14.

Volz, F.E. (1973):Infrared optical constants of

 ammoniuin sulfate, Sahara dust, volcanic pumice,

 and flyash, Appl. Opt., 12(3), 564-568.

Warren, S.G. (1984):Optical constants of ice from

 the ultraviolet to the microwave, Appl. Opt.,

 23(8),1206-1225。

火山灰雲の衛星観測

                    徳野 正己

 この報告は1995年9月18日-21日までオーストラリアのダーウィン市で開催された火山灰の危険に開

するアジア・太平洋地域のワークショップで、著者が「火山灰雲の衛星観測」という題で発表した内容

に1995年10月5日-6日に発生したベズミアニ火山噴火による火山灰雲の衛星観測の内容を加えたもの

である。

 1985年の桜島火山噴火、1991年のピナツボ火山噴火、1993年のシペルチ火山噴火による火山灰雲を例

にとり、GMSの可視、赤外の連続画像及びNOAA衛星のAVHRRの窓領域チャンネル(チャンネル4

及び5)画像の火山灰雲を識別する際の有効匪が記述されている。更に、放射モデル計算の結果とベズ

ミアニ火山噴火による火山灰雲の衛星観測の結果から、GMS-5の窓領域チャンネル(赤外1及び赤外

2)の画像がNOAA衛星のAVHRRの窓領域チャンネル画像と同様に火山灰雲を識別する際に有効で

あることが示されている。最後にこの報告では、GMS-5のデータが今後火山灰雲に対する情報サービス

に更なる改善をもたらすであろうと結論づけている。

--48一一