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THE IDENTIFICATION OF YELLOW SAND DUST ON SATELLITE-LEVEL DATA OVER EAST ASIA
USING LONG-RANGE TRANSPORT MODELS AND POLARIZATION MEASUREMENTS
T. Kusaka, T. Ema and N. Murata
Kanazawa Institute of Technology
7-1 Nonoichi-machi Ishikawa 921, Japan
E-mail: kusaka@neptune.kanazawa-it.ac.jp
Commission VII Working Group 5
KEY WORDS: Yellow sand dust Long-range transport
model Polarization ADEOS/POLDER
ABSTRACT:
The yellow sand dust (called "Kosa" in Japan) transported
from the deserts in the northern part of China often covers
over East Asia in spring. A method for identifying “Kosa
clouds”, which consist of yellow sand dust particles, on
ADEOS/POLDER data by using the polarization data
acquired by the POLDER sensor and the long range
transport simulation of yellow sand particles is described.
As a result, it is shown from the results of the long range
transport simulation that the high density Kosa cloud moves
from the main land of China to the Sea of Japan. The thick
cloud like the Kosa cloud is visible in the POLDER image
taken on April 12, 1997. The polarization in regions that
are regarded as the Kosa cloud in the POLDER image was
examined. It was found that the Kosa cloud in the
POLDER image consist of dust particles in the range from
lpm to Sum.
1. INTRODUCTION
The yellow sand dust transported from the deserts in the
northern part of China is regarded as the main source of
atmospheric aerosols for East Asia in spring. The dust
particles in the air have significant effects on retrieving the
ocean color and the vegetation index from satellite-level
data, because in the visible and near infrared channels, the
radiance received by the satellite sensor significantly
includes the skylight scattered diffusely by the yellow sand
dust. The optical properties of yellow sand dust have been
studied by means of Lidar observation from ground stations
(Arao 1986, Kai 1988). However, it is as yet very difficult
to extract “hazy Kosa clouds”, which consist of yellow sand
dust particles, from the satellite-level data such as NOAA
AVHRR and Japanese meteorological satellite (GMS).
The objective of this study is to identify “Kosa clouds” on
ADEOS/PODER images on the basis of the polarization
measured from the POLDER sensor and the long range
transport simulation of yellow sand dust.
We can see thick Kosa clouds on satellite-level data such as
GMS data, but in general the widely spread hazy Kosa
clouds are invisible on the satellite image. On April 12 and
13, 1997, the Kosa events were observed at meteorological
stations at the side of the Sea of Japan. We have POLDER
data over East Asia including the Sea of Japan acquired on
April 12 and 13, 1997. It is however difficult to distinguish
between clouds and “Kosa clouds” on the POLDER data.
Therefore, we simulated the movement of yellow sand dust
particles for East Asia by using the long-range transport
model including dry and wet depositions to extract the
regions where it looks like Kosa clouds from POLDER
images. Then we identified “Kosa clouds” on POLDER
images on assuming that the degree of polarization of
“Kosa clouds” is different from that of normal clouds.
2. ADEOS/POLDER DATA
The POLDER sensor developed by CNES, France was
carried on the ADEOS satellite launched by NASDA,
Japan in 1996. Unfortunately, the ADEOS loss occurred in
1997. However, the POLDER data sets during 8 months
are now available. The POLDER sensor observes the
polarized intensity at three channels (443, 670 and 865nm)
as well as reflectances in visible and near infrared spectrum
bands. The degree of linear polarization Lp (96) is defined
by Stokes parameters I, Q, U as follows:
Lp = 100*sqrt(Q” + U%) / I 1)
, Where I is the total intensity, Q and U the excess in
intensity of light transmitted by a polarizer. Since the values
of I, Q and U are given in POLDER level 1 data (POLDER
1997), we can easily compute the degree of polarization at
every pixel of POLDER data.
On April 12 and 13, 1997, the yellow sand dust was
observed at meteorological stations at the side of the Sea of
Japan. We have POLDER images over East Asia just taken
on these days. Figs.] and 2 show the shaded images
generated from the composite color images (Blue: 443nm,
Green: 565nm, Red: 765nm) of POLDER data taken on
April 12 and April 13, 1997, respectively. Comparing with
Figs.1 and 2, we can see that the thick “Kosa”-like clouds
move from the western part of Korea to the Sea of Japan,
and that the Sea of Japan near Japan is covered with the
thin “Kosa” like cloud. Fig.3 shows the profiles of
polarization (%) versus the scattering angle at three
Intemational Archives of Photogrammetry and Remote Sensing. Vol. XXXII, Part 7, Budapest, 1998 439