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Teleconnection of Tropical Pacific and Teleconnection of Tropical Pacific and Indian Ocean Oscillation with Indian Ocean Oscillation with
Monsoon Rainfall Variability over Monsoon Rainfall Variability over NepalNepal
8/8/2014 1
Lochan P. Devkota&
Ujjwal Tiwari
Weak monsoon in 2014 is due to El NinoWeak monsoon in 2014 is due to El Nino
El Niño is the collapse of the Walker CirculationA temporary circulation known as El Niño-Southern
Oscillation (ENSO) is replacing it
8/8/2014 4
SST in El Niño (left) and La Niña (right) phenomenon
Monsoon is influenced by large scaleMonsoon is influenced by large scalecirculations:circulations:
Hadley Circulation
8/8/2014 5
• Walker circulation
Indian Ocean Dipole (IOD)Indian Ocean Dipole (IOD)
Difference in SST between western Arabian Sea and eastern Indian Ocean (south of Indonesia)
Positive IOD (PIOD): Cold SST anomaly over eastern Indian Ocean
Negative IOD (NIOD): Opposite anomalous feature over same region
8/8/2014 6PIOD (left) and NIOD (right):
Data usedData used
SST, wind, mslp, specific humidity taken from ERA interim reanalysis dataset produced by ECMWF
Out going long-wave radiation (OLR) data obtained from NOAA
All-Nepal summer monsoon rainfall (ANSMR) data was derived from APHRODITE
8/8/2014 8
Spatial and temporal variation of ANSMRSpatial and temporal variation of ANSMR
Large spatial and temporal variationNorthwestern part receive least rainfallSeveral high rainfall pockets
Spatial variation of ANSMR (JA) averaged over the period 1978-2007
8/8/2014 9
Interannual variability of summer
monsoon (JA) rainfall over Nepal
Spatial and temporal variation of ANSMRSpatial and temporal variation of ANSMR
ANSMR shows 9-11 years oscillatory characteristics
Shrestha et al. (2000) observed significant peaks at an interval of 2.5 and 11 years
Mann Kendall trend test did not reveal any trend in ANSMR for the period 1978-2007
Below normal rainfall for 1991-1993 coincides with prolonged El Niño and 1991 Mount Pinatubo eruption
Above normal rainfall for the period 1998-2001 coincides with elongated La Niña
8/8/2014 10
Data AnalysisData Analysis Intensity of El Niño/La Niña measured by Nino 3.4 index Intensity of IOD measured by dipole mode index (DMI)Strength of Walker circulation measured by low level wind at
850hPa averaged over equatorial Pacific (100S-100N, 1400E-1200W)
Hadley circulation index was defined as the maximum absolute value of zonal mean meridional mass stream function in the 00 to 300N latitude zone
Nino 3.4 and walker circulation index
Dipole mode index8/8/2014 11
Linkage among large scale atmospheric circulations Linkage among large scale atmospheric circulations and ANSMRand ANSMR
Negative association between Walker and Hadley circulations (r= -0.589, p<0.01)
Bjerkines (1969) also found an inverse relationship between these two circulations
ANSMR anomaly with Walker circulation index and Hadley circulation index. ANSMR is plotted on secondary axis
8/8/2014 12
El Niño, IOD and ANSMREl Niño, IOD and ANSMR
Nino 3.4 exhibit large inter-annual variability
Pacific SST anomaly averaged over Nino3.4 region
13
ANSMR negatively correlated (r=-0.59, p<0.01) with ENSO
El Niño, IOD and ANSMREl Niño, IOD and ANSMR
Rainfall anomaly during El Niño years Rainfall anomaly during La Niña years
8/8/2014 14
El Niño, IOD and ANSMREl Niño, IOD and ANSMR
Less cloud during El Niño and more cloud cover in La Niña
OLR anomaly during El Niño years OLR anomaly during El Niña years
8/8/2014 15
El Niño, IOD and ANSMR El Niño, IOD and ANSMR
Rainfall anomaly for the year in which El Niño and PIOD co-occurred
Rainfall anomaly for the year in which El Niño occurred alone
Rainfall anomaly for the year in which La Niña occurred alone
Rainfall anomaly for the year in which La Niña and NIOD co-occurred
8/8/2014 16
El Niño, IOD and ANSMREl Niño, IOD and ANSMR
IOD phenomenon countered the effect of El Niño for
ANSMR
8/8/2014 17
Moisture budgetMoisture budget
Moisture flux divergence in highest/least rainfall years
Moisture flux divergence (10-5 Kgm-2S-1) due to anomalous wind and average humidity in the highest rainfall years.
Moisture flux divergence (10-5 Kgm-2S-1) due to anomalous wind and average humidity in the least rainfall years
8/8/2014 18
Analysis of moisture budgetAnalysis of moisture budget
Moisture flux divergence in El Niño/La Niña years
Figure 3.26: Moisture flux divergence (10-5 Kgm-2S-1) due to anomalous wind and average humidity in El Niño years
Figure 3.27: Moisture flux divergence (10-5 Kgm-2S-1) due to anomalous wind and average humidity in La Niña years.
8/8/2014 19
ConclusionConclusion
Large spatial and temporal variations of ANSMR9-11 years oscillatory characteristics No trend as per Mann Kendall trend testNegatively correlated with Nino 3.4 index IOD countered the effect of ENSODriven by the interplay between Walker and Hadley
circulationsMoisture divergence flux revealed dipole characteristics
between western and eastern Indian oceanConvergence around Arabian Sea and western part of
Bangladesh in highest ANSMR monthsConvergence around eastern coast of India in least ANSMR
months Similar trend observed during La Nina and El Nino years
8/8/2014 20