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Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1) , Starobinets, B. 1) , Kalashnikova, O. 2) , Alpert, P. 1) 1) Department of Geophysical, Atmospheric and Planetary Sciences, Tel-Aviv University 2) Jet Propulsion Laboratory, California Institute of Technology Gregory Leptoukh Giovanni Workshop, NASA, USA, September 27, 2012

Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

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Page 1: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Relationship between aerosol optical thickness trends and population growth

in the Indian subcontinent

Kishcha, P.1), Starobinets, B.1), Kalashnikova, O.2), Alpert, P.1)

1)Department of Geophysical, Atmospheric and Planetary Sciences,Tel-Aviv University

2)Jet Propulsion Laboratory, California Institute of Technology

Gregory Leptoukh Giovanni Workshop, NASA, USA, September 27, 2012

Page 2: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Dramatic changes in the Indian population

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Indian population Prediction by U.S. Census Bureau

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Kishcha et al., September 27, 2012 G. Leptoukh NASA Giovanni Workshop

Page 3: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Population and MODIS aerosol optical thickness for the top 26 mega-cities ( Ramanathan et al., JGR, 2007)

The relationship between population figures and AOT is not obvious and depends on many factors

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Tokyo BogotaBeijing

Page 4: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Population and MODIS aerosol optical thickness for the top 26 mega-cities ( Ramanathan et al., JGR, 2007)

The relationship between population figures and AOT is not obvious and depends on many factors

152020

0.570.540.39

Mumbai Delhi Calcutta

Page 5: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Our paper was aimed at quantifying the effects of urbanization on aerosol optical thickness, averaged separately over regions with differing population densities in the Indian subcontinent.

Kishcha, P. , B. Starobinets, O. Kalashnikova, P. Alpert (2011)

AEROSOL OPTICAL THICKNESS TRENDS AND POPULATION GROWTH IN THE INDIAN

SUBCONTINENTInternational Journal of Remote Sensing, 2011.

Page 6: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

To estimate the effect of urbanization on aerosol optical thickness, we used AOT averaging over extensive territories of the Indian subcontinent with differing population densities.

There are some sites without correspondence between population and AOT, however, AOT averaging minimizes the effects of those sites on the total dependence of AOT on population density.

Kishcha et al., September 27, 2012 G. Leptoukh NASA Giovanni Workshop

Page 7: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Comparison between the 8-year (2000 – 2008) mean distribution of MODIS AOT and that of population density for the months from

October to February.

MODIS AOT POPULATION DENSITY

Page 8: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

We removed the factors which influence AOT, but do not depend on population density:

These factors are natural aerosols (desert dust); the effects of cloudiness during the monsoon period; and the anomalous precipitation associated with increased wet removal of atmospheric aerosols.

These factors interfere with determining the relationship between AOT associated with anthropogenic activities and population densities; and that between AOT trends and population growth.

Kishcha et al., September 27, 2012 G. Leptoukh NASA Giovanni Workshop

Page 9: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

The monsoon season with high cloud presence is unfavorable for studying relationship between population figures and satellite-based AOT

The 8-year (2000 – 2008) mean distributions of MODIS cloud fraction

June - August October - February

Page 10: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

The period from October to February is the favorable season for our study – this is the season with minimal cloud fraction and minimal dust activity.

The 8-year (2000 – 2008) average seasonal variation of MODIS cloud fraction over the Indian subcontinent

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Desert dust

Page 11: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

The eight-year (2000 – 2008) mean AOT averaged over the regions with differing population density from October to February

The dependence of AOT on population density is monotonic: an increase in population density is accompanied by an increase in AOT.

Page 12: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

The time series of AOT averaged over the regions with differing population density, for the months from October to February – as

an indication of the deterioration of air quality.

PD>500; 2.3 % yr-1, 1.4% yr-1

16% of the territory

250<PD<500; 2.1 % yr-1, 1.5% yr-1

21%

100<PD< 250; 2.5 % yr-1, 1.7% yr-1

37%

Pop. Den. AOT trend Pop. Den. trend

1<PD<100; AOT trend19% is not significant

Kishcha et al., September 27, 2012 G. Leptoukh NASA Giovanni Workshop

Page 13: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

The eight-year (2000 – 2008) mean MODIS AOT from October to February

Population density can be used as a proxy for anthropogenic aerosol emissions in the Indian subcontinent, if AOT is averaged over the extensive territories.

152020

0.570.540.39

Mumbai Delhi Calcutta

Population and MODIS aerosol optical thickness for the top 26 mega-cities ( Ramanathan et al., JGR, 2007)

Page 14: Relationship between aerosol optical thickness trends and population growth in the Indian subcontinent Kishcha, P. 1), Starobinets, B. 1), Kalashnikova,

Conclusions

Over the specified regions in the Indian subcontinent with differing population densities:

(a) the higher the averaged population density – the bigger the averaged AOT,

(b) over more than 70% of the Indian subcontinent, a population growth of ~1.5% yr-1 was accompanied by increasing AOT trends of over 2% yr-1.

Kishcha et al., September 27, 2012 G. Leptoukh NASA Giovanni Workshop