Remote sensing of dust storms over the indo-gangetic basin · 2017. 12. 22. · dust storms like...

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COVER ARTICLE Photonirvachak Journal of the Indian Society of Remote Sensing, Vol. 32, No. 2, 2004 REMOTE SENSING OF DUST STORMS OVER THE INDO-GANGETIC BASIN HESHAM EL-ASKARY, RITESH GAUTAM and MENAS KAFATOS Center for Earth Observing and Space Research, School of Computational Sciences George Mason University, Fairfax, VA 22030-4444, USA Dust storms are naturally occurring events that take place in arid and semi- arid regions of the Earth, temperate, tropical and sub-tropical latitudes characterized by dry soil/sand. Arid regions around the Arabian Sea like Iran, Afghanistan, India and Pakistan usually experience a high frequency of dust storms, approximately 30 events per year. Dust storms are believed to be one of the most serious environmental hazards. In this paper, we show the usefulness of optical remote sensing data for monitoring dust storms. The Moderate Resolution Imaging Spectroradiometer (MODIS) and the Multiangle Imaging Spectro Radiometer (MISR) on board Terra/Aqua platforms can be used for the optical sensing of dust storms. The different viewing angles of MISR provide information about dust particles through their discrimination from other suspended particles. In this paper, we examine a dust event over the Indo-Gangetic basin, which occurred on June 9-10, 2003. Occasionally dust storms can travel all the way to Asia with the seasonal summer monsoons. In the summer months, dust storms have a significant impact on the amount of solar radiation reaching the surface, producing a cooling effect that can affect as far away as North America (Liepert, 2002). The Indo-Gangetic basin experiences dust storms that take place during the pre-monsoon period. These dust storms originate in the western side in the pre- monsoon period and act as a major threat to agricultural resources and people living in the Indo- Gangetic basin. Satellite observations of dust storms utilize the behavior of the dust and haze in different parts of the electromagnetic spectrum. In the optical part of the spectrum, (e.g. used by NASA Terra/Aqua MODIS), dust particles have a very high albedo and hence appear quite bright (E1-Askary et al., 2003). Solar radiation reflected by the land surface and the suspended dust cloud differs drastically in the relevant brightness. Sunlight in the visible and near infrared part of the solar spectrum is mostly reflected back into space by the dust cloud. Absorption takes place only in the blue and ultraviolet wavelengths, and the Total Ozone Mapping Spectrometer (TOMS) can be used to measure the amount of backscattered ultraviolet radiation. In the microwave frequency range (10.65 - 85.5 GHz) (sensor e.g. Tropical Rainfall Measuring Mission (TRMM)/TRMM Microwave Imager or TMI), dust particles respond strongly to scattering and as a result the brighmess temperature decreases Recd. 21 Feb., 2004; in final form 8 April, 2004

Transcript of Remote sensing of dust storms over the indo-gangetic basin · 2017. 12. 22. · dust storms like...

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COVER ARTICLE

Photonirvachak Journal of the Indian Society of Remote Sensing, Vol. 32, No. 2, 2004

R E M O T E S E N S I N G OF DUST S T O R M S O V E R THE I N D O - G A N G E T I C B A S I N

HESHAM EL-ASKARY, RITESH GAUTAM and MENAS KAFATOS Center for Earth Observing and Space Research, School of Computational Sciences

George Mason University, Fairfax, VA 22030-4444, USA

Dust storms are naturally occurring events that take place in arid and semi- arid regions of the Earth, temperate, tropical and sub-tropical latitudes characterized by dry soil/sand. Arid regions around the Arabian Sea like Iran, Afghanistan, India and Pakistan usually experience a high frequency of dust storms, approximately 30 events per year. Dust storms are believed to be one of the most serious environmental hazards. In this paper, we show the usefulness of optical remote sensing data for monitoring dust storms. The Moderate Resolution Imaging Spectroradiometer (MODIS) and the Multiangle Imaging Spectro Radiometer (MISR) on board Terra/Aqua platforms can be used for the optical sensing of dust storms. The different viewing angles of MISR provide information about dust particles through their discrimination from other suspended particles. In this paper, we examine a dust event over the Indo-Gangetic basin, which occurred on June 9-10, 2003.

Occasionally dust storms can travel all the way to Asia with the seasonal summer monsoons. In the summer months, dust storms have a significant impact on the amount of solar radiation reaching the surface, producing a cooling effect that can affect

as far away as North America (Liepert, 2002). The Indo-Gangetic basin experiences dust storms that take place during the pre-monsoon period. These dust storms originate in the western side in the pre- monsoon period and act as a major threat to agricultural resources and people living in the Indo- Gangetic basin. Satellite observations of dust storms utilize the behavior of the dust and haze in different parts of the electromagnetic spectrum. In the optical part of the spectrum, (e.g. used by NASA Terra/Aqua MODIS), dust particles have a very high albedo and hence appear quite bright (E1-Askary et al., 2003). Solar radiation reflected by the land surface and the suspended dust cloud differs drastically in the relevant brightness. Sunlight in the visible and near infrared part of the solar spectrum is mostly reflected back into space by the dust cloud. Absorption takes place only in the blue and ultraviolet wavelengths, and the Total Ozone Mapping Spectrometer (TOMS) can be used to measure the amount of backscattered ultraviolet radiation. In the microwave frequency range (10.65 - 85.5 GHz) (sensor e.g. Tropical Rainfall Measuring Mission (TRMM)/TRMM Microwave Imager or TMI), dust particles respond strongly to scattering and as a result the brighmess temperature decreases

Recd. 21 Feb., 2004; in final form 8 April, 2004

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(E1-Askary et al., 2003). Therefore, based on their origin, deposition, extent, speed and length of their occurrence, different dust events require the use of multi sensor data based on their spatial, spectral, and temporal resolutions.

MODIS senses the entire Earth surface in 36 spectral bands, spanning from the visible (0.415 #m) to infrared (14.235 /xm) spectrum, with spatial resolutions of 1000, 500 and 250 m, at nadir, and both land and atmospheric products can be derived with the same spatial and temporal coverage twice a day. MODIS has been used for monitoring dust storms successfully (E1-Askary et al. , 2000). Figure 1 shows the dust storm over India from MODIS measurements on June 20, 2003 where a large dust plume can be clearly seen. Moreover, MODIS

aerosol products provide good global spatial and temporal coverage with regional dust properties.

Specially, MODIS detects ambient aerosol

optical thickness over ocean and land simultaneously (Kaufman et al., 1998). The physics of remote sensing of aerosol optical thickness over a dark target can be understood using the single scattering approximation (King et al . , 1999).

Currently, MODIS monitors aerosol concentrations over the oceans globally and also over land regions.

MISR is the world's first satellite sensor with multi-angle viewing capability on board Terra/Aqua. It is designed to improve our understanding of the Earth s environment and chmate, particularly of the atmosphere and land surface. It views the sunlit

Fig. 1. Dust cloud over India-A large dust storm on June 10, 2003 is seen (http://daac.gs fc.nasa.gov/data/dataset/MODIS-Aqua/).

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Remote Sensing of Dust Storms over... 123

Earth simultaneously at nine different angles (NASA, 2003). Almost all the features on the Earth's surface, including the clouds and suspended tiny particles floating in the atmosphere, reflect the sunlight differently when viewed from different angles (Martonchik, 1994). Therefore, multi-angle measurements can provide more information than traditional single angle remote sensing measurements, thus can enhance the fine discrimination between materials. It has been demonstrated that MISR can be used to detect large dust storms like the one over northwestern part of India (Fig. 2).

Using the new feature of MISR with different viewing angles, identification of dust storms can be greatly improved. For example, dust storm events, which are difficult to be detected by nadir viewing may be easily detected by off-nadir, angle views, because off-nadir sensors view thicker depth of the atmosphere. MISR has the potential to enhance the

detection of small dust storms, thus it might be helpful in early detection of dust storms. In addition, combining the information from different angle views could be useful in discriminating between dust clouds and regular clouds. It could be beneficial in decreasing the background effects for desert regions by selecting suitable viewing angles as well.

We are currently developing useful indices, by combining the spectral measurements at different viewing angles. For several storm cases available, we will relate these indices to the different intensities of dust storms. Different levels (generally level 1B2 and level 2 products) from MISR can be used to extract physical parameters for dust storms, such as optical thickness, dust particle size and its distribution, concentration, and land surface cover underneath to feed the simulation models. Such information can be provided to the public and government agencies for decision-making purposes

Fig. 2. Different angle views of a large dust plume on June 9, 2003 over the northwestern part of India.

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124 Hesham El-Askary et al.

and also to the scientists for model simulation studies.

Acknowledgments

The authors are grateful to Dr. Ramesh Singh for his inputs in this work. We thank the' MODIS

Data Support Team, GES DAAC for supplying the MODIS image.

References

E1-Askary, H. M., Kafatos, M., and Hegazy, M. N (2000). Environmental Monitoring of Dust Storms over the Nile Delta, Egypt, Using MODIS Satellite Data. The Egyptian Journal of Remote Sensing and Space Science, 3:113-124

EI-Askary, H. M., Sarkar, S., Kafatos, M., and E1- Gahzawi, T. (2003). A Multi-Sensor Approach to Dust Storm Monitoring over the Nile Delta. IEEE Trans. Geosc. Remote Sensing, 41(10): 2386- 2391.

Kaufman, Y. and Tanre, D. (1998). Algorithm for remote sensing of tropospheric aerosol from MODIS. Algorithm Theoretical Basis Document, NASA Goddard Space Flight Center, Greenbelt, Maryland.

King, D. M., Kaufman, Y., Tanre, D. and Nakajima, T. (1999). Remote sensing of tropospheric aerosols from space, past, present and future. Bulletin of the American Meteorological Society, 80(11): 2229- 2259

Liepert, B. G. (2002). Observed reductions of surface solar radiation at sites in the United States and worldwide from 1961 to 1990, Geophysical Research Letter, 29(10): 10.1029/2002GL014910.

Martonchik, J. V. (1994). Retrieval of surface directional reflectance properties using ground level multi-angle measurements. Remote Sensing &Environment, 50: 303-316

NASA (2003), MISR, Multi-angle Imaging Spectro- Radiometer, http://terra.nasa.gov/About/MISR/ about misr.html