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Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 1
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Study of Extreme Weather Events (hot & cold
day or wave) over Bihar Region
R. K. Giri 1, Devendra Pradhan 2 and A. K. Sen 3
1, 3 Meteorological Centre, Patna, Bihar, India
2 Department Regional Meteorological Centre, Kolkata, India.
Article History ABSTRACT
Received on: 13-05-2015
Accepted on: 26-05-2015 In this paper an attempt has been made to study the heat wave
/cold wave and hot /cold days for Bihar region during 46 years of data
(1969-2014). The representative months have been taken from
December to February and March to June for cold wave/ cold days and
hot wave /hot days respectively. The results obtained from decade
analysis shows that the frequency of the hot wave /hot days increased
during the last decade (2005 to 2014) almost for all the stations of Bihar
region. In the similar manner the frequency of the cold wave /cold days
also increases during last two decades (1995 to 2004 and 2005 to 2014)
over the region. The gaps in the data of part time observatories have not
been taken into account in the final decision.
Published on: 31-05-2015
Keyword
Hear wave
Cold wave
Hot day
Cold day
decade
Copyright © 2015 International Journal of Latest Research in Engineering and
Science
All rights reserved.
Corresponding Author
R. K. Giri
Meteorological Centre,
Patna,
Bihar, India
Email Id: rk.giriccs@gmail.com
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 2
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
I. INTRODUCTION
Bihar state in the eastern part of India is a major agricultural hub from ancient time. The state
weather or climate is greatly affected by the Himalayas and Ganga plateau. The rise in temperature starts
from the months of March just after the winter season ends in February. The day to day weather data is
received in synoptic hours from 4 departmental and 8 part time observatories. Care has been taken to
maintain the accuracy and reliability of the data of the regular observatories. Part time an observatory
data is taken every day by meteorological data trend personals but the accuracy /reliability of data is
affected either in new replacement of the person or faulty instruments. The large data gaps in the data of
the part time observatories are due to the above said reasons. Some of the observatories are defunct and
discontinuity in the data series exists. The temperature extremes (hot /cold) affect the agriculture
production and socio-economic growth of the country. The knowledge of the occurrences of extreme
temperature events helps in improving the forecasting skill and accuracy of forecasting. This helps to
understand better disaster management and weather calamities. Various authors (De et al, 2005, Pi et al,
2004 WMO, 2002, Kalsi and Pareek, 2001, De and Mukhopadhayay, 1998 and Raghavan, 1966) in the
past studied the effect of heat wave /severe heat waves in different parts of India in general or in
association with some weather events. In the recent past, the studies have been conducted by several
meteorologists on extreme cold events (Das & Mamgain, 2011, Raghavan, 1967).
II. DATA AND METHODOLOGY
The meteorological data used in the study is taken from National Data Centre (NDC) Pune and
Meteorological Centre, Patna. The following criteria as per IMD guidelines for heat wave /hot days and
cold wave /cold day have been used.
Cold day: When the maximum temperature is less than or equal to16 Deg C in plains.
Cold wave: Wind chill factor is taken into account while deciding the cold wave situation. Departure of
wind chill effective minimum temperature (WCTn) from normal -50 C to -60 C where normal minimum
temperature ≥ 10 Deg C or -40 C to -50 C, in case normal minimum temperature is ≤10 Deg C. Also cold
wave is declared when WCTn is ≤ 00 C irrespective of the minimum temperature of the stations. Severe
cold wave conditions persists if the departure from normal is ≥-60 C ( Tmin ≥10 0C) or ≥ -5 0C. ( Tmin ≤10
0C).
Hot day: Whenever the maximum temperature remains 40 0C or more and minimum remains 5 0C or more
above normal, provided it is not satisfying the heat wave criteria.
Heat wave /severe heat wave: Departure +4 0C to +5 0C, when normal maximum temperature of the
station is ≥40 0C and +5 0C to + 6 0C in case of normal maximum temperature of the station is ≤40 0C.and
for severe heat wave one degree centigrade or more for above said criteria. If the actual maximum
temperature (Tmax) ≥ 45 0C, then heat wave is declared irrespective of normal Tmax.
III. RESULTS AND DISCUSSION
Heat wave or cold wave conditions affect the lives of the people over the area. Extreme positive
(negative) departure from normal temperature results heat wave (cold wave) during summer (winter)
months of the year. The rising temperature over Bihar region starts during pre –monsoon season and
often continues till June. Similarly, cold conditions starts affecting Bihar from December months and
often continues till February. The observational data from eight places (Patna, Gaya, Bhagalpur, Purnea,
Supaul, Chapra, Dehri and Muzaffarpur) have been utilized for the present work. The results obtained
from the study are shown in figures 1 (a-h) & 2(a-h) for cold wave and heat wave respectively. It may be
seen that the number of events both heat and cold wave are increasing in last two decades. The
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 3
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
frequencies of heat /cold days or waves are different in North (Purnea, Supaul, Muzaffarpur), South (Gaya,
Patna, Dehri), East (Bhagalpur) and West Bihar (Muzaffarpur). The temperature during summer and
winter is influenced by transient disturbances in mid –latitude westerlies called western disturbances
along with regional changes. The details distribution of heat /cold days or wave brought out from the
study have been given in Tables 1 (a,b), 2 (a –d). The frequencies of each year are different depending on
the weather systems affected over the area and it was very difficult to decide the trend of events on yearly
basis. So, decade analysis of eight places of Bihar is done and results have been given in Tables 3 (a-c)
and figures 3 (a,b). It has been brought out from the analysis that the heat wave conditions that occurred
on eight places over Bihar showing increasing trend in last decade (2005-2014). Similarly, cold wave
conditions have also been increased during last two decades (1995-2004 & 2005-2014). Observational
data analysis have shown that cold days for Patna and Gaya increasing trend, figs 1(a,b) in comparison to
Bhagalpur, Supaul, Chapra and Purnea, districts. In some places the change is asymmetric rather than
systematic increase or decrease, figs 1, 2 (a-h).
IV. CONCLUDING REMARKS
Extreme weather and its impact on socio-economic conditions are well known from ancient times. In
recent decades the frequencies of heat/cold days or waves have changed and more vulnerable due to the
rapid alteration of the natural resources and urbanization. The following points have been highlighted
from the study:
1. Frequency of heat wave/days have shown increasing trend over Bihar region during last decade
(2005-2014)
2. Frequency of cold wave /days have also shown increasing trend over ihar region during last two
decades (1995-2004 and 2005-2014).
3. The present study is helpful to understand better the occurrences of temperature extremes over the
region.
V. ACKNOWLEDGEMENTS
The author is grateful to the Director General of IMD for providing the data of this study. The
supporting help of MC –Patna staff in collecting the data is duly acknowledged.
REFERENCES
[1] Dash, S.K. and Mamgain, Ashu., 2011. Changes in the different categories of temperature extremes in India,
Journal of Applied Meteorology and Climatology, 50, 1842-1858.
[2] De, U.S. Dube, R.K. Rao Prakasa, G.S., 2005. Extreme weather events over India in the last 100 years, J.Ind.
Geophys. Union, 9, 3,173-187.
[3] De, U.S. & Mukhopadhyay, R.K.,1998. Severe heat wave over Indian subcontinent in 1998 in a perspective of
global Climate, Current Science, 75, 12, 1308-1311.
[4] Kalsi, S.R. & Pareek, R.S., 2001. Hottest April of the 20th century over northwest and central India, Current
Science, 10 April 2001, 80, 7,867-873.
[5] Pai, D.S., Thapliyal, V. & Kokate, P.D., 2004. Decadal variation in the heat and cold waves over India during
1971-2000, Mausam, 55, 2 (April 2004), 281-292.
[6] Raghavan, K., 1966. A climatological study of severe heat waves in India, Indian J. Met. Geophys., 17,4,581-586
[7] Raghavan, K., 1967. Climatology of severe cold waves in India, Indian J. Met. Geophys., 18, 1,91-96.
[8] WMO, 2003. WMO statement on the states of the global climate in 2002, WMO No. 949.
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 4
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Figure 1 (a) : Cold day for Patna
Figure 1 (b): Cold day for Gaya
1
3
2
1
3
1 1 1
9
7
1 1
2
1
2
6
9
0
1
2
3
4
5
6
7
8
9
10
1971 1983 1990 1995 1997 1988 1999 2001 2003 2004 2008 2009 2011 2012 2013 2014 2015
Numberofdays
Year
Cold day for Gaya ( December to February)
(1969-to 2015)
1 1
10
2
1
2
1 1
9
1
9
3
5
2
12
11
1 1
7
2
8
5
12
0
2
4
6
8
10
12
14
N
u
m
b
e
r
o
f
d
a
y
s
Year
Cold day for Patna (December to Februray)
(1969 to 2015)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Figure 1 (c): Cold day for Bhagalpur
Figure 1 (d): Cold day for Purnea
1
3
7
2
3
1
18
10
1
2
1
9 9
10
1
10
0
2
4
6
8
10
12
14
16
18
20
1996 1997 1998 1999 2000 2001 2003 2004 2007 2008 2009 2011 2012 2013 2014 2015
N
u
m
b
e
r
o
f
d
a
y
s
Year
Cold day for Bhagalpur (December to February)
(1969 to 2015)
3
1
7
3
7
6
2 2
1
5
6
3
2
5
0
1
2
3
4
5
6
7
8
1983 1989 1998 1999 2003 2004 2006 2007 2008 2011 2012 2013 2014 2015
N
u
m
b
e
r
o
f
d
a
y
s
Year
Cold day for Purnea (December to Februay)
(1969 to 2015)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Figure 1 (e): Cold day for Supaul
Figure 1 (f): Cold day for Chapra
1
2
1 1
5
4 4
0
1
2
3
4
5
6
1981 1983 1984 2012 2013 2014 2015
n
u
m
b
e
r
o
f
d
a
y
s
Years
Cold day for Supaul (December to February)
(1969 to 2015- missing 1976 to 1978 & 1985 to 2010)
2
1
4
11
1
12
10 10
6 6
0
2
4
6
8
10
12
14
1973 1974 1975 1983 1987 2011 2012 2013 2014 2015
n
u
m
b
e
r
o
f
d
a
y
s
Years
Cold day for Chapra (Decemer to February)
(1969 to 2015)-missing 1990 ,1991,1992,1994 & 1997 to 2010)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
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Figure 1 (g): Cold day for Muzaffarpur
Figure 1 (h): Cold day for Dehri
1 1
6
2 2 2
5
3
1 1
3
6
4
2
18
9
1 1
2
1
2
6
3
0
2
4
6
8
10
12
14
16
18
20
1973 1983 1986 1990 1993 1997 2000 2003 2005 2007 2013 2015
n
u
m
b
e
r
o
f
d
a
y
s
Year
Cold day for Muzaffarpur (December to February)
(1969 to 2015)
Missing 1975 to 1977,1996,1998, 2008 & 2010 to 2012
1 1
6
1 1
5
1
0
1
2
3
4
5
6
7
1971 1982 2003 2004 2013 2014 2015
n
u
m
b
e
r
o
f
d
a
y
s
Year
Cold day for Dehri (December to February)
(1969 to 2015-Missing 1995 to 1998 & 2005 to 2012)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Figure 2 (a): Hot day for Patna
Figure 2 (b): Hot day for Gaya
1 1 1
2
1 1
3
1 1 1
4
1
2
1
2 2 2
0 0
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
1969 1970 1974 1975 1978 1979 1980 1983 1984 1993 1995 1996 1998 1999 2004 2005 2012 2013 2014
n
u
m
b
e
r
o
f
d
a
y
s
Year
Hot day for Patna (March to June)
(1969 to 2014)
2
7
12
3
2
3
2
4
10
4
7
4
1
6
5
1
3 3
2
5
13
6
1
3
4
2
15
2
4
11
0 0
0
2
4
6
8
10
12
14
16
1969
1970
1972
1974
1975
1976
1977
1978
1980
1983
1984
1985
1986
1987
1988
1991
1992
1993
1994
1996
1998
1999
2001
2002
2003
2004
2005
2007
2009
2012
2013
2014
n
u
m
b
e
r
o
f
d
a
y
s
Years
Hot days for Gaya (March to June)
(1969- to 2014)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
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Figure 2 (c): Hot day for Bhagalpur
Figure 2 (d): Hot days for Purnea
4 4
2 2
4
2 2
3
7
2 2
1 1 1
5
16
4
5
11
1 1
2
4
6
11
5
8
3
1
9
7
6
0
2
4
6
8
10
12
14
16
18
1969
1970
1972
1974
1975
1977
1980
1982
1983
1986
1988
1989
1991
1993
1994
1995
1996
1997
1998
1999
2000
2001
2003
2004
2005
2006
2007
2009
2011
2012
2013
2014
n
u
m
e
r
o
f
d
a
y
s
Year
Hot day for Bhagalpur (March to June)
(1969-2014)
8
0
2
4
6
8
10
12
1969
1970
1972
1974
1976
1977
1978
1979
1980
1982
1983
1985
1987
1988
1989
1990
1992
1994
1995
1996
1998
1999
2002
2004
2007
2008
2009
2012
2013
2014
n
u
m
b
e
r
o
f
d
a
y
s
Year
Hot days for Purnea (March to June)
(1969 to 2014)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
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Figure 2 (e): Hot days for Supaul
Figure 2 (f); Hot days for Chapra
9
1 1
7
1
7
3 3
2
4
0
1
2
3
4
5
6
7
8
9
10
1969 1972 1978 1979 1981 1982 1985 2012 2013 2014
n
u
m
b
e
r
o
f
d
a
y
s
Year
Hot day for Supaul (March to June)
(1969 to 2014-missing 1976-1978 & 1985-2011)
1 1
2
4
1 1 1
3
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
1972 1974 1975 1983 1984 2011 2013 2014
n
u
m
e
r
o
f
d
a
y
s
Year
Hot days for Chapra (March to June)
(1969 to 2014 missing 1990 ,1991, 1992,1994 & 1997 to 2010)
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
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Volume 1 | Issue 2 | June 2015
Figure 2 (g): Hot days for Dehri
Figure 2 (h): Hot days for Muzaffarpur
0
5
10
15
20
25
30
1969
1970
1971
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1987
1988
1989
1990
1992
1994
1999
2000
2001
2002
2003
2004
2013
2014
n
u
m
b
e
r
o
f
d
a
y
s
year
Hot days for Dehri (March to June)
(1969-2014-missing 1995 to 1998 & 2005 to 2012)
8 8
22
10
7
2
1
3
1 1
3
1
22
7
11
2 2
4
17
3
4
10
11
22
21
23
0
5
10
15
20
25
1969
1970
1972
1974
1983
1984
1987
1989
1990
1991
1992
1994
1995
1997
1999
2002
2003
2004
2005
2006
2007
2009
2011
2012
2013
2014
n
u
m
e
r
o
f
d
a
y
s
Year
Hot days for Muzaffarpur (March-to June)
(1969 to 2014-missing 1975 to 1977,1996,1998,2008 & 2010 to 2012)
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 12
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Figure 3 (a): Decadal frequency of heat wave over Bihar region
Figure 3 (b): Decadal frequency of cold wave over Bihar region
0
20
40
60
80
100
120
140
160
F
r
e
q
u
e
n
c
y
Stations
Decadal frequency of heat wave over Bihar region
D1=1975 to 1984: D2=1985 to 1994: D3=1995 to 2004: D4= 2005 to 2014
D
1
D
2
0
20
40
60
80
100
120
F
r
e
q
u
e
n
c
y
Stations
Decadal frequency of cold wave over Bihar region
D1=1975 to 1984: D2=1985 to 1994: D3=1995 to 2004: D4=2005 to2014
D
1
D
2
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 1 (a): Number of hot days (HD) and cold days (CD) over Bihar region
Year No of
days
(HD)
No of
days
(CD)
No of
days
(HD)
No of
days
(CD)
No of
days
(HD
No of
days
(CD)
No of
days
(HD)
No of
days
(CD)
Patna Gaya Bhagalpur Purnia
1969 1 0 2 0 4 0 4 0
1970 1 0 7 0 4 0 2 0
1971 0 0 0 1 0 0 0 0
1972 0 0 12 0 2 0 3 0
1973 0 0 0 0 0 0 0 0
1974 1 1 3 0 2 0 1 0
1975 2 0 2 0 4 0 0 0
1976 0 0 3 0 0 0 1 0
1977 0 1 2 0 2 0 1 0
1978 1 0 4 0 0 0 1 0
1979 1 0 0 0 0 0 8 0
1980 3 0 10 0 2 0 1 0
1981 0 0 0 0 0 0 0 0
1982 0 10 0 0 3 0 8 0
1983 1 2 4 3 7 0 6 3
1984 1 0 7 0 0 0 0 0
1985 0 0 4 0 0 0 3 0
1986 0 1 1 0 0 0 0 0
1987 0 0 6 0 0 0 1 0
1988 0 0 5 0 2 0 2 0
1989 0 2 0 0 1 0 4 1
1990 0 1 0 2 0 0 1 0
1991 0 0 1 0 1 0 0 0
1992 0 1 3 0 0 0 1 0
1993 1 0 3 0 1 0 0 0
1994 0 9 2 0 6 0 2 0
1995 4 0 8 1 16 0 9 0
1996 1 1 5 0 4 1 6 0
1997 0 9 0 3 5 3 0 0
1998 2 3 13 1 11 7 8 7
1999 1 5 6 1 1 2 1 3
2000 0 2 0 0 1 3 0 0
2001 0 0 1 1 2 1 0 0
2002 0 12 3 0 0 0 9 0
2003 0 11 4 9 4 18 0 7
2004 2 1 2 7 6 10 1 6
2005 2 0 15 0 11 0 0 0
2006 0 0 0 0 5 0 0 2
2007 0 0 7 0 8 1 8 2
2008 0 1 0 1 0 2 1 1
2009 0 0 4 1 3 1 2 0
2010 0 7 0 0 0 0 0 0
2011 0 2 0 2 1 9 1 5
2012 2 8 13 1 9 9 8 6
2013 0 5 0 2 7 10 2 3
2014 0 12 0 6 6 1 10 2
2015 8 9 10 5
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
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Table 1 (b): Number of hot days (HD) and cold days (CD) over Bihar region
Year No of
days
(HD)
No of
days
(CD)
No of
days
(HD)
No of
days
(CD)
No of
days
(HD
No of
days
(CD)
No of
days
(HD)
No of
days
(CD)
Chapra Dehri Supaul Muzaffarpur
1969 0 0 16 9 8
1970 0 0 22 8
1971 0 0 3 1 0
1972 1 0 1 22
1973 0 2 0 1
1974 1 1 23 10
1975 2 4 5
1976 0 1
1977 0 12
1978 0 10 1
1979 0 24 7
1980 0 15
1981 0 21 1 1 1
1982 0 14 1 7
1983 4 11 10 2 7 6
1984 1 2 1 2 2
1985 0 3
1986 0 2
1987 0 1 23 1 2
1988 0 16
1989 0 1 3
1990 0 6 1 5
1991 0 0 1
1992 0 4 3 3
1993 0 0 1 1
1994 0 10 22
1995 0 7 1
1996 0 11
1997 0 3
1998 0
1999 0 1 6
2000 0 17 4
2001 0 7 2
2002 0 16 2
2003 0 24 6 2 18
2004 0 21 1 4 9
2005 0 17 1
2006 0 3 1
2007 0 4 2
2008 0
2009 0 10 1
2010 0
2011 1 12 11
2012 0 10 3 1 22
2013 1 10 17 1 2 5 21 2
2014 1 6 22 5 4 4 23 6
2015 6 1 5 3
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R.K.Giri et al.: International Journal of latest Research in Engineering and Science
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Table 2 (a): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold
wave (SCW) over Bihar region
Year No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
Patna Patna Gaya Gaya
1969 11 11 3 0 15 1 16 1
1970 07 3 14 0 11 1 12 2
1971 0 0 14 1 3 0 11 0
1972 21 13 17 1 16 5 16 2
1973 2 0 8 0 11 0 6 0
1974 15 4 11 3 14 0 11 5
1975 23 5 7 2 15 0 14 1
1976 8 0 3 0 5 0 3 0
1977 3 0 6 0 7 0 6 0
1978 2 1 3 0 2 0 3 0
1979 14 4 5 1 7 2 3 1
1980 16 7 5 0 22 0 3 1
1981 3 2 5 0 3 0 3 0
1982 8 2 12 2 1 8 1 0
1983 8 5 14 0 9 0 6 0
1984 10 4 13 5 14 0 6 1
1985 6 1 1 0 15 1 0 0
1986 8 2 1 0 9 0 2 0
1987 18 1 1 0 12 8 3 0
1988 7 0 4 3 3 2 2 0
1989 12 1 13 0 4 0 20 1
1990 1 0 1 0 4 0 6 1
1991 9 1 2 0 6 1 10 1
1992 22 3 10 0 9 4 11 0
1993 16 0 6 0 6 0 7 0
1994 8 1 8 4 3 1 4 0
1995 16 11 4 1 11 4 9 3
1996 13 4 2 0 8 0 12 1
1997 9 4 1 0 7 0 11 1
1998 8 8 1 0 12 0 3 0
1999 10 4 2 0 12 0 11 0
2000 3 1 8 0 2 0 2 3
2001 3 1 9 1 5 0 3 1
2002 3 0 10 4 7 0 1 0
2003 7 0 14 5 10 0 0 5
2004 8 6 7 0 8 0 2 0
2005 14 10 4 0 15 8 4 0
2006 13 1 2 0 6 0 4 0
2007 7 0 4 0 3 0 12 0
2008 6 0 4 0 10 0 9 0
2009 14 5 2 0 20 2 3 1
2010 1 3 1 0 2 0 7 1
2011 6 5 9 2 9 3 16 4
2012 17 14 3 1 15 10 10 0
2013 6 0 11 1 6 0 9 4
2014 22 1 6 2 11 0 18 0
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 16
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 2 (b): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold
wave (SCW) over Bihar region
Year No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
Bhagalpur Bhagalpur Purnea Purnea
1969 7 1 4 1 1 5 2 2
1970 9 3 0 0 2 2 1 3
1971 0 0 3 0 0 0 3 3
1972 14 2 5 0 2 11 3 5
1973 10 0 2 0 6 4 2 1
1974 8 0 4 1 1 0 3 2
1975 6 0 2 0 1 0 5 1
1976 2 0 1 0 1 1 4 0
1977 4 0 2 0 1 0 7 0
1978 1 0 5 0 0 1 6 0
1979 14 1 0 0 6 14 6 0
1980 12 5 0 0 3 1 2 0
1981 7 4 0 0 0 0 3 0
1982 15 11 0 0 1 8 4 1
1983 12 8 9 1 4 0 3 4
1984 13 1 0 0 0 0 2 0
1985 8 1 0 0 1 3 0 0
1986 9 0 3 0 1 1 0 0
1987 17 0 1 0 1 0 0 0
1988 14 4 1 0 7 0 8 0
1989 8 1 7 1 5 10 8 0
1990 6 0 6 7 1 0 5 0
1991 4 0 0 0 1 2 4 0
1992 18 1 0 0 6 8 0 0
1993 3 0 0 0 0 0 9 1
1994 9 3 0 0 4 5 11 2
1995 14 4 2 1 3 11 1
1996 15 1 0 0 7 3 0
1997 14 1 1 0 0 0 3
1998 12 6 3 0 0 8 4
1999 16 0 5 0 3 2 3
2000 3 1 2 0 0 3 0
2001 3 0 3 0 2 3 0
2002 1 0 1 0 0 1 0
2003 2 1 2 12 0 1 4
2004 4 3 0 0 0 1 0
2005 13 2 0 0 0 2 0
2006 5 0 0 0 1 1 0
2007 2 1 0 0 1 7 0
2008 4 0 0 0 1 0 2
2009 10 0 0 1 5 3 1 0
2010 1 0 0 0 0 0 0 0
2011 3 2 20 12 2 4 4 0
2012 13 1 8 2 4 8 3 0
2013 2 0 14 7 2 0 5 0
2014 10 1 0 16 3 12 1 0
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 17
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 2 (c): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold
wave (SCW) over Bihar region
Year No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
Chapra Chapra Dehri Dehri
1969 11 1 3 1 15 6 0 0
1970 10 4 3 0 18 8 0 0
1971 0 0 1 0 0 0 0 0
1972 15 5 7 0 11 4 0 0
1973 10 1 1 0 10 3 0 0
1974 11 0 6 1 19 7 5 3
1975 9 0 2 0 4 2 6 5
1976 0 0 1 0 2 2 8 4
1977 3 0 2 0 10 4 8 3
1978 0 0 0 0 12 1 6 0
1979 7 0 1 0 17 9 0 0
1980 9 3 2 0 11 6 1 0
1981 0 0 0 0 17 11 0 0
1982 3 2 1 0 10 8 0 0
1983 5 0 3 0 8 4 0 1
1984 3 0 1 4 9 0 7 6
1985 8 1 4 0 6 1 9 5
1986 11 0 1 0 7 3 7 3
1987 12 5 3 1 22 9 3 4
1988 2 0 0 0 19 3 8 3
1989 0 5 1 4 6
1990 0 8 0 3 4
1991 0 7 3 7 6
1992 1 0 14 8 8 3
1993 9 10 12 5 0 2
1994 0 0 1 0 0 0
1995 16 5 2 1 0 0 0
1996 12 0 6 0 0 0 0
1997 0 0 0
1998 0 0 6
1999 7 1 0
2000 12 7 0
2001 9 0 0
2002 12 8 0
2003 16 9 5 3
2004 13 12 3
2005
2006
2007
2008
2009
2010
2011 6 6 18 15
2012 19 9 14 9 4 3
2013 2 0 6 14 12 7 6 3
2014 15 0 17 2 16 8 5 2
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 18
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 2 (d): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold
wave (SCW) over Bihar region
Year No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
No of
days
(HW)
No of
days
(SHW)
No of
days
(CW)
No of
days
(SCW)
Muzaffarpur Muzaffarpur Supaul Supaul
1969 7 4 14 2 8 4 2 1
1970 5 6 8 1 0 0 4 0
1971 0 0 6 1 0 0 7 0
1972 16 12 4 0 4 3 5 2
1973 0 0 1 0 7 2 1 1
1974 10 3 1 0 1 0 6 0
1975 0 0 0 0 0 0 8 5
1976 0 0 0 0 0 0 9 2
1977 0 0 0 0 0 0 8 0
1978 0 0 0 0 0 1 1 2
1979 3 1 0 0 10 4 2 0
1980 6 1 0 0 1 0 1 0
1981 0 3 0 0 1 0 0 1
1982 6 3 4 1 9 3 2 0
1983 2 4 11 2 0 0 3 0
1984 2 0 12 2 0 0 4 0
1985 0 0 0 0 5 1 0 0
1986 0 0 2 0
1987 6 3 0 0
1988 6 0 2 0
1989 8 4 14 3
1990 2 0 7 0
1991 2 0 1 0
1992 9 0 3 1
1993 0 0 3 1
1994 3 4 3 0
1995 9 18 9 0
1996 0 0 0 0
1997 4 4 0 0
1998 0 0 0 0
1999 8 10 2 0
2000 1 0 2 0
2001 0 1 5 2
2002 2 0 0 0
2003 1 0 16 9
2004 0 3 11 2
2005 12 8 0 0
2006 3 1 1 0
2007 3 2 0 0
2008 0 0 0 1
2009 10 4 1 0
2010 0 3 4 0 7 3
2011 6 9 9 1 2 4 4 1
2012 16 11 7 4 2 3 2 6
2013 13 9 6 3 2 1 8 5
2014 17 9 1 0 4 10 8 2
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 19
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 3 (a): Decadal frequency of day hot and day cold over Bihar region
decade Patna Gaya Bhagalpur Purnea Chapra Dehri Supaul Muzaffarpur
Hot
days
D1 9 32 18 26 7 114 16 9
D2 1 25 11 14 0 60 3 32
D3 2 42 50 34 0 86 0 26
D4 4 39 50 32 3 39 9 111
decade Patna Gaya Bhagalpur Purnea Chapra Dehri Supaul Muzaffarpur
Cold
days
D1 13 3 0 3 15 1 4 9
D2 14 2 0 1 1 0 0 13
D3 44 23 45 23 0 7 0 43
D4 35 13 33 21 38 6 10 13
Table 3 (b): Decadal frequency of heat wave and cold wave over Bihar region
decade
Patna
(HW)
Gaya
(SHW)
Patna
(CW)
Patna
(SCW)
Gaya
(HW)
Gaya
(SHW)
Gaya
(CW)
Gaya
(SCW)
days D1 95 30 73 10 85 10 48 4
D2 107 10 47 7 71 17 65 3
D3 80 39 58 11 82 4 54 14
D4 106 39 46 6 97 23 92 10
decade Bhaga
lpur
(HW)
Bhaga
lpur
(SHW)
Bhagalp
ur (CW)
Bhagal
pur
(SCW)
Purne
a(HW)
Purne
a
(SHW)
Purne
a(CW)
Purnea
(SCW)
days D1 86 30 19 1 17 25 42 6
D2 96 10 47 7 71 17 65 3
D3 84 39 58 11 82 4 54 14
D4 63 39 46 6 97 23 92 10
decade Chapr
a (HW)
Chapr
a(SH
W)
Chapra
(CW)
Chapr
a
(SCW)
Dehri
(HW)
Dehri
(SHW)
Dehri
(CW)
Dehri
(SCW)
days D1 39 5 13 4 100 47 36 19
D2 33 6 18 11 101 33 49 36
D3 28 5 8 1 69 37 14 3
D4 42 39 46 6 97 23 92 10
decade Muzaff
arpur
(HW)
Muzaf
farpur
(SHW)
Muzaffar
pur (CW)
Muzaff
arpur
(SCW)
Supau
l (HW)
Supau
l
(SHW)
Supau
l (CW)
Supaul
(SCW)
days D1 19 12 27 5 21 8 38 10
D2 36 11 35 5
D3 25 36 45 13
D4 80 56 29 9 10 18 22 14
Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 20
R.K.Giri et al.: International Journal of latest Research in Engineering and Science
International Journal of Latest Research in Engineering and Science
Volume 1 | Issue 2 | June 2015
Table 3 (c): Decadal frequency of heat wave and cold wave (normal + severe) over Bihar region
decade Patna
(H)
Patna
(C)
Gaya
(H)
Gaya
(C)
Bhagal
pur (H)
Bhaga
lpur
(C)
Purne
a
(H)
Purnea
(C)
days D1 125 83 95 52 116 20 42 48
D2 117 54 88 68 106 54 88 68
D3 119 69 86 68 123 69 86 68
D4 145 52 120 102 102 52 120 102
decade Chapr
a (H)
Chapr
a (C)
Dehri
(H)
Dehri
(C)
Muzaff
arpur
(H)
Muzaf
farpur
(C)
Supau
l
(H)
Supaul
(C)
days D1 44 17 147 55 31 32 29 48
D2 39 29 134 85 47 40
D3 33 9 106 17 61 58
D4 81 52 120 102 136 38 30 46
BIOGRAPHY
R.K. Giri: Working as Scientist –D in Meteorological centre Patna and area of
research interest are general weather forecasting and application of satellite
data in meteorology.
Ashish Kumar Sen (Sc-E): In-charge of meteorological centre Patna and area of
research interest are general weather forecasting/nowcasting using Doppler
weather radar data
Dr. Devendra Pradhan (Sc-E): In -charge of regional meteorological centre Kolkata
and areas of research interest are weather forecasting of mesoscale or synoptic
scale systems using Doppler weather radar data.

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Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region

  • 1. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 1 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region R. K. Giri 1, Devendra Pradhan 2 and A. K. Sen 3 1, 3 Meteorological Centre, Patna, Bihar, India 2 Department Regional Meteorological Centre, Kolkata, India. Article History ABSTRACT Received on: 13-05-2015 Accepted on: 26-05-2015 In this paper an attempt has been made to study the heat wave /cold wave and hot /cold days for Bihar region during 46 years of data (1969-2014). The representative months have been taken from December to February and March to June for cold wave/ cold days and hot wave /hot days respectively. The results obtained from decade analysis shows that the frequency of the hot wave /hot days increased during the last decade (2005 to 2014) almost for all the stations of Bihar region. In the similar manner the frequency of the cold wave /cold days also increases during last two decades (1995 to 2004 and 2005 to 2014) over the region. The gaps in the data of part time observatories have not been taken into account in the final decision. Published on: 31-05-2015 Keyword Hear wave Cold wave Hot day Cold day decade Copyright © 2015 International Journal of Latest Research in Engineering and Science All rights reserved. Corresponding Author R. K. Giri Meteorological Centre, Patna, Bihar, India Email Id: rk.giriccs@gmail.com
  • 2. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 2 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 I. INTRODUCTION Bihar state in the eastern part of India is a major agricultural hub from ancient time. The state weather or climate is greatly affected by the Himalayas and Ganga plateau. The rise in temperature starts from the months of March just after the winter season ends in February. The day to day weather data is received in synoptic hours from 4 departmental and 8 part time observatories. Care has been taken to maintain the accuracy and reliability of the data of the regular observatories. Part time an observatory data is taken every day by meteorological data trend personals but the accuracy /reliability of data is affected either in new replacement of the person or faulty instruments. The large data gaps in the data of the part time observatories are due to the above said reasons. Some of the observatories are defunct and discontinuity in the data series exists. The temperature extremes (hot /cold) affect the agriculture production and socio-economic growth of the country. The knowledge of the occurrences of extreme temperature events helps in improving the forecasting skill and accuracy of forecasting. This helps to understand better disaster management and weather calamities. Various authors (De et al, 2005, Pi et al, 2004 WMO, 2002, Kalsi and Pareek, 2001, De and Mukhopadhayay, 1998 and Raghavan, 1966) in the past studied the effect of heat wave /severe heat waves in different parts of India in general or in association with some weather events. In the recent past, the studies have been conducted by several meteorologists on extreme cold events (Das & Mamgain, 2011, Raghavan, 1967). II. DATA AND METHODOLOGY The meteorological data used in the study is taken from National Data Centre (NDC) Pune and Meteorological Centre, Patna. The following criteria as per IMD guidelines for heat wave /hot days and cold wave /cold day have been used. Cold day: When the maximum temperature is less than or equal to16 Deg C in plains. Cold wave: Wind chill factor is taken into account while deciding the cold wave situation. Departure of wind chill effective minimum temperature (WCTn) from normal -50 C to -60 C where normal minimum temperature ≥ 10 Deg C or -40 C to -50 C, in case normal minimum temperature is ≤10 Deg C. Also cold wave is declared when WCTn is ≤ 00 C irrespective of the minimum temperature of the stations. Severe cold wave conditions persists if the departure from normal is ≥-60 C ( Tmin ≥10 0C) or ≥ -5 0C. ( Tmin ≤10 0C). Hot day: Whenever the maximum temperature remains 40 0C or more and minimum remains 5 0C or more above normal, provided it is not satisfying the heat wave criteria. Heat wave /severe heat wave: Departure +4 0C to +5 0C, when normal maximum temperature of the station is ≥40 0C and +5 0C to + 6 0C in case of normal maximum temperature of the station is ≤40 0C.and for severe heat wave one degree centigrade or more for above said criteria. If the actual maximum temperature (Tmax) ≥ 45 0C, then heat wave is declared irrespective of normal Tmax. III. RESULTS AND DISCUSSION Heat wave or cold wave conditions affect the lives of the people over the area. Extreme positive (negative) departure from normal temperature results heat wave (cold wave) during summer (winter) months of the year. The rising temperature over Bihar region starts during pre –monsoon season and often continues till June. Similarly, cold conditions starts affecting Bihar from December months and often continues till February. The observational data from eight places (Patna, Gaya, Bhagalpur, Purnea, Supaul, Chapra, Dehri and Muzaffarpur) have been utilized for the present work. The results obtained from the study are shown in figures 1 (a-h) & 2(a-h) for cold wave and heat wave respectively. It may be seen that the number of events both heat and cold wave are increasing in last two decades. The
  • 3. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 3 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 frequencies of heat /cold days or waves are different in North (Purnea, Supaul, Muzaffarpur), South (Gaya, Patna, Dehri), East (Bhagalpur) and West Bihar (Muzaffarpur). The temperature during summer and winter is influenced by transient disturbances in mid –latitude westerlies called western disturbances along with regional changes. The details distribution of heat /cold days or wave brought out from the study have been given in Tables 1 (a,b), 2 (a –d). The frequencies of each year are different depending on the weather systems affected over the area and it was very difficult to decide the trend of events on yearly basis. So, decade analysis of eight places of Bihar is done and results have been given in Tables 3 (a-c) and figures 3 (a,b). It has been brought out from the analysis that the heat wave conditions that occurred on eight places over Bihar showing increasing trend in last decade (2005-2014). Similarly, cold wave conditions have also been increased during last two decades (1995-2004 & 2005-2014). Observational data analysis have shown that cold days for Patna and Gaya increasing trend, figs 1(a,b) in comparison to Bhagalpur, Supaul, Chapra and Purnea, districts. In some places the change is asymmetric rather than systematic increase or decrease, figs 1, 2 (a-h). IV. CONCLUDING REMARKS Extreme weather and its impact on socio-economic conditions are well known from ancient times. In recent decades the frequencies of heat/cold days or waves have changed and more vulnerable due to the rapid alteration of the natural resources and urbanization. The following points have been highlighted from the study: 1. Frequency of heat wave/days have shown increasing trend over Bihar region during last decade (2005-2014) 2. Frequency of cold wave /days have also shown increasing trend over ihar region during last two decades (1995-2004 and 2005-2014). 3. The present study is helpful to understand better the occurrences of temperature extremes over the region. V. ACKNOWLEDGEMENTS The author is grateful to the Director General of IMD for providing the data of this study. The supporting help of MC –Patna staff in collecting the data is duly acknowledged. REFERENCES [1] Dash, S.K. and Mamgain, Ashu., 2011. Changes in the different categories of temperature extremes in India, Journal of Applied Meteorology and Climatology, 50, 1842-1858. [2] De, U.S. Dube, R.K. Rao Prakasa, G.S., 2005. Extreme weather events over India in the last 100 years, J.Ind. Geophys. Union, 9, 3,173-187. [3] De, U.S. & Mukhopadhyay, R.K.,1998. Severe heat wave over Indian subcontinent in 1998 in a perspective of global Climate, Current Science, 75, 12, 1308-1311. [4] Kalsi, S.R. & Pareek, R.S., 2001. Hottest April of the 20th century over northwest and central India, Current Science, 10 April 2001, 80, 7,867-873. [5] Pai, D.S., Thapliyal, V. & Kokate, P.D., 2004. Decadal variation in the heat and cold waves over India during 1971-2000, Mausam, 55, 2 (April 2004), 281-292. [6] Raghavan, K., 1966. A climatological study of severe heat waves in India, Indian J. Met. Geophys., 17,4,581-586 [7] Raghavan, K., 1967. Climatology of severe cold waves in India, Indian J. Met. Geophys., 18, 1,91-96. [8] WMO, 2003. WMO statement on the states of the global climate in 2002, WMO No. 949.
  • 4. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 4 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 1 (a) : Cold day for Patna Figure 1 (b): Cold day for Gaya 1 3 2 1 3 1 1 1 9 7 1 1 2 1 2 6 9 0 1 2 3 4 5 6 7 8 9 10 1971 1983 1990 1995 1997 1988 1999 2001 2003 2004 2008 2009 2011 2012 2013 2014 2015 Numberofdays Year Cold day for Gaya ( December to February) (1969-to 2015) 1 1 10 2 1 2 1 1 9 1 9 3 5 2 12 11 1 1 7 2 8 5 12 0 2 4 6 8 10 12 14 N u m b e r o f d a y s Year Cold day for Patna (December to Februray) (1969 to 2015)
  • 5. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 5 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 1 (c): Cold day for Bhagalpur Figure 1 (d): Cold day for Purnea 1 3 7 2 3 1 18 10 1 2 1 9 9 10 1 10 0 2 4 6 8 10 12 14 16 18 20 1996 1997 1998 1999 2000 2001 2003 2004 2007 2008 2009 2011 2012 2013 2014 2015 N u m b e r o f d a y s Year Cold day for Bhagalpur (December to February) (1969 to 2015) 3 1 7 3 7 6 2 2 1 5 6 3 2 5 0 1 2 3 4 5 6 7 8 1983 1989 1998 1999 2003 2004 2006 2007 2008 2011 2012 2013 2014 2015 N u m b e r o f d a y s Year Cold day for Purnea (December to Februay) (1969 to 2015)
  • 6. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 6 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 1 (e): Cold day for Supaul Figure 1 (f): Cold day for Chapra 1 2 1 1 5 4 4 0 1 2 3 4 5 6 1981 1983 1984 2012 2013 2014 2015 n u m b e r o f d a y s Years Cold day for Supaul (December to February) (1969 to 2015- missing 1976 to 1978 & 1985 to 2010) 2 1 4 11 1 12 10 10 6 6 0 2 4 6 8 10 12 14 1973 1974 1975 1983 1987 2011 2012 2013 2014 2015 n u m b e r o f d a y s Years Cold day for Chapra (Decemer to February) (1969 to 2015)-missing 1990 ,1991,1992,1994 & 1997 to 2010)
  • 7. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 7 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 1 (g): Cold day for Muzaffarpur Figure 1 (h): Cold day for Dehri 1 1 6 2 2 2 5 3 1 1 3 6 4 2 18 9 1 1 2 1 2 6 3 0 2 4 6 8 10 12 14 16 18 20 1973 1983 1986 1990 1993 1997 2000 2003 2005 2007 2013 2015 n u m b e r o f d a y s Year Cold day for Muzaffarpur (December to February) (1969 to 2015) Missing 1975 to 1977,1996,1998, 2008 & 2010 to 2012 1 1 6 1 1 5 1 0 1 2 3 4 5 6 7 1971 1982 2003 2004 2013 2014 2015 n u m b e r o f d a y s Year Cold day for Dehri (December to February) (1969 to 2015-Missing 1995 to 1998 & 2005 to 2012)
  • 8. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 8 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 2 (a): Hot day for Patna Figure 2 (b): Hot day for Gaya 1 1 1 2 1 1 3 1 1 1 4 1 2 1 2 2 2 0 0 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 1969 1970 1974 1975 1978 1979 1980 1983 1984 1993 1995 1996 1998 1999 2004 2005 2012 2013 2014 n u m b e r o f d a y s Year Hot day for Patna (March to June) (1969 to 2014) 2 7 12 3 2 3 2 4 10 4 7 4 1 6 5 1 3 3 2 5 13 6 1 3 4 2 15 2 4 11 0 0 0 2 4 6 8 10 12 14 16 1969 1970 1972 1974 1975 1976 1977 1978 1980 1983 1984 1985 1986 1987 1988 1991 1992 1993 1994 1996 1998 1999 2001 2002 2003 2004 2005 2007 2009 2012 2013 2014 n u m b e r o f d a y s Years Hot days for Gaya (March to June) (1969- to 2014)
  • 9. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 9 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 2 (c): Hot day for Bhagalpur Figure 2 (d): Hot days for Purnea 4 4 2 2 4 2 2 3 7 2 2 1 1 1 5 16 4 5 11 1 1 2 4 6 11 5 8 3 1 9 7 6 0 2 4 6 8 10 12 14 16 18 1969 1970 1972 1974 1975 1977 1980 1982 1983 1986 1988 1989 1991 1993 1994 1995 1996 1997 1998 1999 2000 2001 2003 2004 2005 2006 2007 2009 2011 2012 2013 2014 n u m e r o f d a y s Year Hot day for Bhagalpur (March to June) (1969-2014) 8 0 2 4 6 8 10 12 1969 1970 1972 1974 1976 1977 1978 1979 1980 1982 1983 1985 1987 1988 1989 1990 1992 1994 1995 1996 1998 1999 2002 2004 2007 2008 2009 2012 2013 2014 n u m b e r o f d a y s Year Hot days for Purnea (March to June) (1969 to 2014)
  • 10. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 10 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 2 (e): Hot days for Supaul Figure 2 (f); Hot days for Chapra 9 1 1 7 1 7 3 3 2 4 0 1 2 3 4 5 6 7 8 9 10 1969 1972 1978 1979 1981 1982 1985 2012 2013 2014 n u m b e r o f d a y s Year Hot day for Supaul (March to June) (1969 to 2014-missing 1976-1978 & 1985-2011) 1 1 2 4 1 1 1 3 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 1972 1974 1975 1983 1984 2011 2013 2014 n u m e r o f d a y s Year Hot days for Chapra (March to June) (1969 to 2014 missing 1990 ,1991, 1992,1994 & 1997 to 2010)
  • 11. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 11 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 2 (g): Hot days for Dehri Figure 2 (h): Hot days for Muzaffarpur 0 5 10 15 20 25 30 1969 1970 1971 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1987 1988 1989 1990 1992 1994 1999 2000 2001 2002 2003 2004 2013 2014 n u m b e r o f d a y s year Hot days for Dehri (March to June) (1969-2014-missing 1995 to 1998 & 2005 to 2012) 8 8 22 10 7 2 1 3 1 1 3 1 22 7 11 2 2 4 17 3 4 10 11 22 21 23 0 5 10 15 20 25 1969 1970 1972 1974 1983 1984 1987 1989 1990 1991 1992 1994 1995 1997 1999 2002 2003 2004 2005 2006 2007 2009 2011 2012 2013 2014 n u m e r o f d a y s Year Hot days for Muzaffarpur (March-to June) (1969 to 2014-missing 1975 to 1977,1996,1998,2008 & 2010 to 2012)
  • 12. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 12 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Figure 3 (a): Decadal frequency of heat wave over Bihar region Figure 3 (b): Decadal frequency of cold wave over Bihar region 0 20 40 60 80 100 120 140 160 F r e q u e n c y Stations Decadal frequency of heat wave over Bihar region D1=1975 to 1984: D2=1985 to 1994: D3=1995 to 2004: D4= 2005 to 2014 D 1 D 2 0 20 40 60 80 100 120 F r e q u e n c y Stations Decadal frequency of cold wave over Bihar region D1=1975 to 1984: D2=1985 to 1994: D3=1995 to 2004: D4=2005 to2014 D 1 D 2
  • 13. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 13 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 1 (a): Number of hot days (HD) and cold days (CD) over Bihar region Year No of days (HD) No of days (CD) No of days (HD) No of days (CD) No of days (HD No of days (CD) No of days (HD) No of days (CD) Patna Gaya Bhagalpur Purnia 1969 1 0 2 0 4 0 4 0 1970 1 0 7 0 4 0 2 0 1971 0 0 0 1 0 0 0 0 1972 0 0 12 0 2 0 3 0 1973 0 0 0 0 0 0 0 0 1974 1 1 3 0 2 0 1 0 1975 2 0 2 0 4 0 0 0 1976 0 0 3 0 0 0 1 0 1977 0 1 2 0 2 0 1 0 1978 1 0 4 0 0 0 1 0 1979 1 0 0 0 0 0 8 0 1980 3 0 10 0 2 0 1 0 1981 0 0 0 0 0 0 0 0 1982 0 10 0 0 3 0 8 0 1983 1 2 4 3 7 0 6 3 1984 1 0 7 0 0 0 0 0 1985 0 0 4 0 0 0 3 0 1986 0 1 1 0 0 0 0 0 1987 0 0 6 0 0 0 1 0 1988 0 0 5 0 2 0 2 0 1989 0 2 0 0 1 0 4 1 1990 0 1 0 2 0 0 1 0 1991 0 0 1 0 1 0 0 0 1992 0 1 3 0 0 0 1 0 1993 1 0 3 0 1 0 0 0 1994 0 9 2 0 6 0 2 0 1995 4 0 8 1 16 0 9 0 1996 1 1 5 0 4 1 6 0 1997 0 9 0 3 5 3 0 0 1998 2 3 13 1 11 7 8 7 1999 1 5 6 1 1 2 1 3 2000 0 2 0 0 1 3 0 0 2001 0 0 1 1 2 1 0 0 2002 0 12 3 0 0 0 9 0 2003 0 11 4 9 4 18 0 7 2004 2 1 2 7 6 10 1 6 2005 2 0 15 0 11 0 0 0 2006 0 0 0 0 5 0 0 2 2007 0 0 7 0 8 1 8 2 2008 0 1 0 1 0 2 1 1 2009 0 0 4 1 3 1 2 0 2010 0 7 0 0 0 0 0 0 2011 0 2 0 2 1 9 1 5 2012 2 8 13 1 9 9 8 6 2013 0 5 0 2 7 10 2 3 2014 0 12 0 6 6 1 10 2 2015 8 9 10 5
  • 14. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 14 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 1 (b): Number of hot days (HD) and cold days (CD) over Bihar region Year No of days (HD) No of days (CD) No of days (HD) No of days (CD) No of days (HD No of days (CD) No of days (HD) No of days (CD) Chapra Dehri Supaul Muzaffarpur 1969 0 0 16 9 8 1970 0 0 22 8 1971 0 0 3 1 0 1972 1 0 1 22 1973 0 2 0 1 1974 1 1 23 10 1975 2 4 5 1976 0 1 1977 0 12 1978 0 10 1 1979 0 24 7 1980 0 15 1981 0 21 1 1 1 1982 0 14 1 7 1983 4 11 10 2 7 6 1984 1 2 1 2 2 1985 0 3 1986 0 2 1987 0 1 23 1 2 1988 0 16 1989 0 1 3 1990 0 6 1 5 1991 0 0 1 1992 0 4 3 3 1993 0 0 1 1 1994 0 10 22 1995 0 7 1 1996 0 11 1997 0 3 1998 0 1999 0 1 6 2000 0 17 4 2001 0 7 2 2002 0 16 2 2003 0 24 6 2 18 2004 0 21 1 4 9 2005 0 17 1 2006 0 3 1 2007 0 4 2 2008 0 2009 0 10 1 2010 0 2011 1 12 11 2012 0 10 3 1 22 2013 1 10 17 1 2 5 21 2 2014 1 6 22 5 4 4 23 6 2015 6 1 5 3
  • 15. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 15 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 2 (a): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold wave (SCW) over Bihar region Year No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) Patna Patna Gaya Gaya 1969 11 11 3 0 15 1 16 1 1970 07 3 14 0 11 1 12 2 1971 0 0 14 1 3 0 11 0 1972 21 13 17 1 16 5 16 2 1973 2 0 8 0 11 0 6 0 1974 15 4 11 3 14 0 11 5 1975 23 5 7 2 15 0 14 1 1976 8 0 3 0 5 0 3 0 1977 3 0 6 0 7 0 6 0 1978 2 1 3 0 2 0 3 0 1979 14 4 5 1 7 2 3 1 1980 16 7 5 0 22 0 3 1 1981 3 2 5 0 3 0 3 0 1982 8 2 12 2 1 8 1 0 1983 8 5 14 0 9 0 6 0 1984 10 4 13 5 14 0 6 1 1985 6 1 1 0 15 1 0 0 1986 8 2 1 0 9 0 2 0 1987 18 1 1 0 12 8 3 0 1988 7 0 4 3 3 2 2 0 1989 12 1 13 0 4 0 20 1 1990 1 0 1 0 4 0 6 1 1991 9 1 2 0 6 1 10 1 1992 22 3 10 0 9 4 11 0 1993 16 0 6 0 6 0 7 0 1994 8 1 8 4 3 1 4 0 1995 16 11 4 1 11 4 9 3 1996 13 4 2 0 8 0 12 1 1997 9 4 1 0 7 0 11 1 1998 8 8 1 0 12 0 3 0 1999 10 4 2 0 12 0 11 0 2000 3 1 8 0 2 0 2 3 2001 3 1 9 1 5 0 3 1 2002 3 0 10 4 7 0 1 0 2003 7 0 14 5 10 0 0 5 2004 8 6 7 0 8 0 2 0 2005 14 10 4 0 15 8 4 0 2006 13 1 2 0 6 0 4 0 2007 7 0 4 0 3 0 12 0 2008 6 0 4 0 10 0 9 0 2009 14 5 2 0 20 2 3 1 2010 1 3 1 0 2 0 7 1 2011 6 5 9 2 9 3 16 4 2012 17 14 3 1 15 10 10 0 2013 6 0 11 1 6 0 9 4 2014 22 1 6 2 11 0 18 0
  • 16. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 16 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 2 (b): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold wave (SCW) over Bihar region Year No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) Bhagalpur Bhagalpur Purnea Purnea 1969 7 1 4 1 1 5 2 2 1970 9 3 0 0 2 2 1 3 1971 0 0 3 0 0 0 3 3 1972 14 2 5 0 2 11 3 5 1973 10 0 2 0 6 4 2 1 1974 8 0 4 1 1 0 3 2 1975 6 0 2 0 1 0 5 1 1976 2 0 1 0 1 1 4 0 1977 4 0 2 0 1 0 7 0 1978 1 0 5 0 0 1 6 0 1979 14 1 0 0 6 14 6 0 1980 12 5 0 0 3 1 2 0 1981 7 4 0 0 0 0 3 0 1982 15 11 0 0 1 8 4 1 1983 12 8 9 1 4 0 3 4 1984 13 1 0 0 0 0 2 0 1985 8 1 0 0 1 3 0 0 1986 9 0 3 0 1 1 0 0 1987 17 0 1 0 1 0 0 0 1988 14 4 1 0 7 0 8 0 1989 8 1 7 1 5 10 8 0 1990 6 0 6 7 1 0 5 0 1991 4 0 0 0 1 2 4 0 1992 18 1 0 0 6 8 0 0 1993 3 0 0 0 0 0 9 1 1994 9 3 0 0 4 5 11 2 1995 14 4 2 1 3 11 1 1996 15 1 0 0 7 3 0 1997 14 1 1 0 0 0 3 1998 12 6 3 0 0 8 4 1999 16 0 5 0 3 2 3 2000 3 1 2 0 0 3 0 2001 3 0 3 0 2 3 0 2002 1 0 1 0 0 1 0 2003 2 1 2 12 0 1 4 2004 4 3 0 0 0 1 0 2005 13 2 0 0 0 2 0 2006 5 0 0 0 1 1 0 2007 2 1 0 0 1 7 0 2008 4 0 0 0 1 0 2 2009 10 0 0 1 5 3 1 0 2010 1 0 0 0 0 0 0 0 2011 3 2 20 12 2 4 4 0 2012 13 1 8 2 4 8 3 0 2013 2 0 14 7 2 0 5 0 2014 10 1 0 16 3 12 1 0
  • 17. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 17 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 2 (c): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold wave (SCW) over Bihar region Year No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) Chapra Chapra Dehri Dehri 1969 11 1 3 1 15 6 0 0 1970 10 4 3 0 18 8 0 0 1971 0 0 1 0 0 0 0 0 1972 15 5 7 0 11 4 0 0 1973 10 1 1 0 10 3 0 0 1974 11 0 6 1 19 7 5 3 1975 9 0 2 0 4 2 6 5 1976 0 0 1 0 2 2 8 4 1977 3 0 2 0 10 4 8 3 1978 0 0 0 0 12 1 6 0 1979 7 0 1 0 17 9 0 0 1980 9 3 2 0 11 6 1 0 1981 0 0 0 0 17 11 0 0 1982 3 2 1 0 10 8 0 0 1983 5 0 3 0 8 4 0 1 1984 3 0 1 4 9 0 7 6 1985 8 1 4 0 6 1 9 5 1986 11 0 1 0 7 3 7 3 1987 12 5 3 1 22 9 3 4 1988 2 0 0 0 19 3 8 3 1989 0 5 1 4 6 1990 0 8 0 3 4 1991 0 7 3 7 6 1992 1 0 14 8 8 3 1993 9 10 12 5 0 2 1994 0 0 1 0 0 0 1995 16 5 2 1 0 0 0 1996 12 0 6 0 0 0 0 1997 0 0 0 1998 0 0 6 1999 7 1 0 2000 12 7 0 2001 9 0 0 2002 12 8 0 2003 16 9 5 3 2004 13 12 3 2005 2006 2007 2008 2009 2010 2011 6 6 18 15 2012 19 9 14 9 4 3 2013 2 0 6 14 12 7 6 3 2014 15 0 17 2 16 8 5 2
  • 18. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 18 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 2 (d): Number of heat wave (HW), severe heat wave (SHW) and cold wave (CW) and severe cold wave (SCW) over Bihar region Year No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) No of days (HW) No of days (SHW) No of days (CW) No of days (SCW) Muzaffarpur Muzaffarpur Supaul Supaul 1969 7 4 14 2 8 4 2 1 1970 5 6 8 1 0 0 4 0 1971 0 0 6 1 0 0 7 0 1972 16 12 4 0 4 3 5 2 1973 0 0 1 0 7 2 1 1 1974 10 3 1 0 1 0 6 0 1975 0 0 0 0 0 0 8 5 1976 0 0 0 0 0 0 9 2 1977 0 0 0 0 0 0 8 0 1978 0 0 0 0 0 1 1 2 1979 3 1 0 0 10 4 2 0 1980 6 1 0 0 1 0 1 0 1981 0 3 0 0 1 0 0 1 1982 6 3 4 1 9 3 2 0 1983 2 4 11 2 0 0 3 0 1984 2 0 12 2 0 0 4 0 1985 0 0 0 0 5 1 0 0 1986 0 0 2 0 1987 6 3 0 0 1988 6 0 2 0 1989 8 4 14 3 1990 2 0 7 0 1991 2 0 1 0 1992 9 0 3 1 1993 0 0 3 1 1994 3 4 3 0 1995 9 18 9 0 1996 0 0 0 0 1997 4 4 0 0 1998 0 0 0 0 1999 8 10 2 0 2000 1 0 2 0 2001 0 1 5 2 2002 2 0 0 0 2003 1 0 16 9 2004 0 3 11 2 2005 12 8 0 0 2006 3 1 1 0 2007 3 2 0 0 2008 0 0 0 1 2009 10 4 1 0 2010 0 3 4 0 7 3 2011 6 9 9 1 2 4 4 1 2012 16 11 7 4 2 3 2 6 2013 13 9 6 3 2 1 8 5 2014 17 9 1 0 4 10 8 2
  • 19. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 19 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 3 (a): Decadal frequency of day hot and day cold over Bihar region decade Patna Gaya Bhagalpur Purnea Chapra Dehri Supaul Muzaffarpur Hot days D1 9 32 18 26 7 114 16 9 D2 1 25 11 14 0 60 3 32 D3 2 42 50 34 0 86 0 26 D4 4 39 50 32 3 39 9 111 decade Patna Gaya Bhagalpur Purnea Chapra Dehri Supaul Muzaffarpur Cold days D1 13 3 0 3 15 1 4 9 D2 14 2 0 1 1 0 0 13 D3 44 23 45 23 0 7 0 43 D4 35 13 33 21 38 6 10 13 Table 3 (b): Decadal frequency of heat wave and cold wave over Bihar region decade Patna (HW) Gaya (SHW) Patna (CW) Patna (SCW) Gaya (HW) Gaya (SHW) Gaya (CW) Gaya (SCW) days D1 95 30 73 10 85 10 48 4 D2 107 10 47 7 71 17 65 3 D3 80 39 58 11 82 4 54 14 D4 106 39 46 6 97 23 92 10 decade Bhaga lpur (HW) Bhaga lpur (SHW) Bhagalp ur (CW) Bhagal pur (SCW) Purne a(HW) Purne a (SHW) Purne a(CW) Purnea (SCW) days D1 86 30 19 1 17 25 42 6 D2 96 10 47 7 71 17 65 3 D3 84 39 58 11 82 4 54 14 D4 63 39 46 6 97 23 92 10 decade Chapr a (HW) Chapr a(SH W) Chapra (CW) Chapr a (SCW) Dehri (HW) Dehri (SHW) Dehri (CW) Dehri (SCW) days D1 39 5 13 4 100 47 36 19 D2 33 6 18 11 101 33 49 36 D3 28 5 8 1 69 37 14 3 D4 42 39 46 6 97 23 92 10 decade Muzaff arpur (HW) Muzaf farpur (SHW) Muzaffar pur (CW) Muzaff arpur (SCW) Supau l (HW) Supau l (SHW) Supau l (CW) Supaul (SCW) days D1 19 12 27 5 21 8 38 10 D2 36 11 35 5 D3 25 36 45 13 D4 80 56 29 9 10 18 22 14
  • 20. Study of Extreme Weather Events (hot & cold day or wave) over Bihar Region Page | 20 R.K.Giri et al.: International Journal of latest Research in Engineering and Science International Journal of Latest Research in Engineering and Science Volume 1 | Issue 2 | June 2015 Table 3 (c): Decadal frequency of heat wave and cold wave (normal + severe) over Bihar region decade Patna (H) Patna (C) Gaya (H) Gaya (C) Bhagal pur (H) Bhaga lpur (C) Purne a (H) Purnea (C) days D1 125 83 95 52 116 20 42 48 D2 117 54 88 68 106 54 88 68 D3 119 69 86 68 123 69 86 68 D4 145 52 120 102 102 52 120 102 decade Chapr a (H) Chapr a (C) Dehri (H) Dehri (C) Muzaff arpur (H) Muzaf farpur (C) Supau l (H) Supaul (C) days D1 44 17 147 55 31 32 29 48 D2 39 29 134 85 47 40 D3 33 9 106 17 61 58 D4 81 52 120 102 136 38 30 46 BIOGRAPHY R.K. Giri: Working as Scientist –D in Meteorological centre Patna and area of research interest are general weather forecasting and application of satellite data in meteorology. Ashish Kumar Sen (Sc-E): In-charge of meteorological centre Patna and area of research interest are general weather forecasting/nowcasting using Doppler weather radar data Dr. Devendra Pradhan (Sc-E): In -charge of regional meteorological centre Kolkata and areas of research interest are weather forecasting of mesoscale or synoptic scale systems using Doppler weather radar data.