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Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: [email protected]

Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: [email protected]

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Page 1: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Prof. Krishan Kumar

School of Environmental Sciences

Jawaharlal Nehru University, New Delhi, India

Email: [email protected]

Page 2: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Our Earlier Findings Delhi SUHI

Positive night time UHI intensity throughout the year.

During daytime, UHI intensity changes from positive to negative showing strong periodic behaviour.

We examined the role of aerosol optical depth in explaining the observed negative daytime UHI intensity.

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Page 3: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

-8

-6

-4

-2

0

2

4

6m

ars/

00

aoû

t/0

0

jan

v./0

1

juin

/01

no

v./0

1

avr.

/02

sep

t./0

2

févr

./0

3

juil

./0

3

déc

./0

3

mai

/04

oct

./0

4

mar

s/0

5

aoû

t/0

5

jan

v./0

6

juin

/06

no

v./0

6

avr.

/07

sep

t./0

7

févr

./0

8

juil

./0

8

déc

./0

8

mai

/09

oct

./0

9

mar

s/10

aoû

t/10

jan

v./1

1

juin

/11

no

v./1

1

avr.

/12

sep

t./1

2

He

at

Isla

nd

In

ten

sity

(K

elv

in)

3

Page 4: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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y = -0,0445x + 0,6009 R² = 0,4327

0

0,2

0,4

0,6

0,8

1

1,2

-8 -6 -4 -2 0 2 4

AO

D

UHI intensity (◦C)

Page 5: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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•The variations in AOD however, explained the observed variations in daytime SUHI only partially. • In this study, we examine the role of variations in vegetation cover in the surrounding regions of Delhi to explain the variations in daytime UHI over Delhi • Strips of 0.1 degree outside Delhi are used to obtain NDVI values from the MOD13C2.005 and LST from the MOD11C3.005 product of MODIS

Page 6: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Figure 1 - Schematic diagram showing regions selected in Delhi and outside

for the estimation of heat island intensity

Study Area

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Page 7: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

7

-0,3

-0,2

-0,1

0

0,1

0,2

0,3

0,4

févr

.-0

0

aoû

t-0

0

févr

.-0

1

aoû

t-0

1

févr

.-0

2

aoû

t-0

2

févr

.-0

3

aoû

t-0

3

févr

.-0

4

aoû

t-0

4

févr

.-0

5

aoû

t-0

5

févr

.-0

6

aoû

t-0

6

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.-0

7

aoû

t-0

7

févr

.-0

8

aoû

t-0

8

févr

.-0

9

aoû

t-0

9

févr

.-10

aoû

t-10

févr

.-11

aoû

t-11

févr

.-12

aoû

t-12

ND

VI

dif

f Average monthly differences of NDVI between regions

outside Delhi and the central parts of Delhi

Page 8: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

8

• NDVI difference between regions outside Delhi and the Central Parts of Delhi. • Major peak in NDVI diff observed during Feb-March and a minor peak is observed during Monsoon Months of July-August •Negative NDVI diff is observed during May and November • These differences originate from the crop cycle dynamics around Delhi.

Page 9: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

9 LISS-III FCC for the month of March

Page 10: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

10 LISS-III FCC for May

Page 11: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

11 LISS-III FCC for November

Page 12: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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• Kharif crops sown in July and harvested in November • Rabi Crops sown in November end/December and harvested in April.

• The region lying north-east of Delhi is a major sugar- cane growing belt because of availability of high soil moisture content in the flood plains of river Yamuna • There exists a climatic gradient from north east of Delhi to south west of Delhi with the latter being more arid.

Page 13: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

0,8

fév

r./0

0

sep

t./0

0

av

r./0

1

no

v./

01

juin

/02

jan

v./

03

ao

ût/

03

ma

rs/0

4

oct

./0

4

ma

i/0

5

c./0

5

juil

./0

6

fév

r./0

7

sep

t./0

7

av

r./0

8

no

v./

08

juin

/09

jan

v./

10

ao

ût/

10

ma

rs/1

1

oct

./11

ma

i/12

ND

VI

Monthly NDVI Variation outside Delhi

east

north

south

west

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Page 14: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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• The regions lying on the four sides of Delhi differ in terms of their average NDVI values. • The regions lying north and west of Delhi tend to have higher NDVI values in March. But during the monsoon season, the regions lying north and east of Delhi have higher NDVI values.

• The regions lying west and south of Delhi have lower NDVI values in May and November.

Page 15: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Figure - Average monthly NDVI in relation to surrounding areas lying east, west, north

and south of Delhi during (a) March, (b) May and (c) November

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Page 16: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

-15

-10

-5

0

5

10

Ma

r/0

0

Au

g/0

0

Jan

/01

Jun

/01

No

v/0

1

Ap

r/0

2

Se

p/0

2

Fe

b/0

3

Jul/

03

De

c/0

3

Ma

y/0

4

Oct

/04

Ma

r/0

5

Au

g/0

5

Jan

/06

Jun

/06

No

v/0

6

Ap

r/0

7

Se

p/0

7

Fe

b/0

8

Jul/

08

De

c/0

8

Ma

y/0

9

Oct

/09

Ma

r/10

Au

g/1

0

Jan

/11

Jun

/11

No

v/1

1

Ap

r/12

UH

I In

ten

sity

Monthly UHI Intensity Variation outside Delhi

East

North

South

West

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Page 17: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Figure - Average monthly UHI intensity in relation to surrounding areas lying east,

west, north and south of Delhi during (a) March, (b) May and (c) November

(a)

(b)

(c)

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Page 18: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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• UHI intensity is positive and greater with respect to regions lying north and east of Delhi in March.

• UHI intensity is negative and greater in magnitude with respect to the regions lying south and west of Delhi. • A strong association is observed between NDVI difference and UHI intensity.

Page 19: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

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y = 0,0448x + 0,1121 R² = 0,6619

-0,3

-0,2

-0,1

0

0,1

0,2

0,3

0,4

-8 -6 -4 -2 0 2 4 6

ND

VI

dif

f

UHI (°C)

Page 20: Prof. Krishan Kumar School of Environmental Sciences ... · Prof. Krishan Kumar School of Environmental Sciences Jawaharlal Nehru University, New Delhi, India Email: krishan_kumar@mail.jnu.ac.in

Thank you

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