Could MJO Predictions Help Improve Weather Forecasts?
Motivation
Even though the MJO is most evident in the global tropics, it is also
connected to substantial variations of mid- and high-latitude atmospheric
circulation (see Figure). There is considerable evidence that deep tropical
atmospheric convection impacts atmospheric flow in the extratropics.
Because the MJO is characterized by strong variations in tropical atmospheric
convection, it is possible that it influences extratropical weather phenomena
- in a manner analogous to the influences of the El Niño on North
American weather. Thus, 10-20 days forecasts of weather away from the
tropics may benefit from the assessment and prediction of the MJO in
the tropics.
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| Composite tropical convection for three Phases of the
Madden Julian Oscillation (MJO). Blue shading indicates increased
atmospheric convection. On average each phase lasts 7 days, and these
three phases span about one half of a complete MJO cycle. |
Same, except for mid-tropospheric (500 hPa) geopotential height
over the Pacific/North American region during northern hemisphere
winter. Solid contours indicate regions of anti-cyclonic (clockwise)
circulation, dashed contours indicate regions of cyclonic (counterclockwise)
circulation. |
Research Summary
The extratropical atmospheric circulation anomalies associated with the
MJO, extend the influence of this tropical phenomenon to weather conditions
over the Globe. Various relationships between observed weather variations
over continents and the MJO have been found in recent years.
Over mid-latitudes,
it has been shown that extreme wintertime precipitation events along
the west coast of the U.S.A. have been shown to occur preferentially
during certain phases of the MJO. Also, intraseasonal variations in precipitation
along the west coast of the USA have been found to connect to the MJO
(see center panels below). The rainfall variations over the west coast
of the USA appear related to the MJO atmospheric circulation anomalies.
The period of increased rainfall over the Northwest occurs when the MJO-related
anomalies result in anomalous flow from the Pacific Ocean onto the continent.
Meanwhile, periods of reduced rainfall are associated with anomalous
atmospheric circulation from the continent to the ocean (see figure below).
More
recently, connections between near-polar variations in both hemispheres.
The MJO appears to impact the Arctic Oscillation (AO) and the Southern
Annular Mode (SAM), as well as continental wintertime air temperatures
across the Arctic (see right panels below). The temperature variations
in the Arctic appear related to the advection of moisture and temperature
by the atmospheric circulation anomalies. For example, the cold temperatures
in central Canada Phase 2 below are associated with southward movement
of cold, dry polar air, driven by a ridge to the west and a trough to
the east.
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| MJO-related mid-tropospheric (500 hPa) geopotential height over
the Pacific/North American region during northern hemisphere winter.
Solid contours indicate regions of anti-cyclonic (clockwise) circulation,
dashed contours indicate regions of cyclonic (counterclockwise) circulation. |
Composite Pacific Nortwest wintertime precipitation for three Phases
of the Madden Julian Oscillation (MJO). Blue shading indicates increased
rainfall. |
Composite Arctic North American wintertime surface air temperature
for three Phases of the Madden Julian Oscillation (MJO). Temperatures
are from weather stations across the region. Notice the strong and
spatially coherent anomalies related to the MJO. |
Implications
Because of the potential predictability of the MJO between 10-20 days
in advance, its influence on mid- and high-latitude weather could be
exploited from improvements in weather forecasts on these timescales.
Future Work
The mechanisms responsible for the statistical connections between intraseasonal
tropical variabiility and extra-tropical weather bear further investigation.
It is also of interest to understand the ability of dynamical models
to represent these connections, and thus to exploit the potential predictability
from the MJO. Dynamical analyses of the connections between the MJO and
extratropical atmospheric variability are necessary to understand the
nature of these connections. Further, the robustness of the statistical
relations between the MJO and extra-tropical variability should be understood.
References
-
Bond, N.A., and G.A. Vecchi, 2003, The Influence
of the Madden-Julian Oscillation on Precipitation in Oregon and Washington,
Weather and Forecasting, 18, pp. 600-613.
-
Higgins, R.W., and K.C.
Mo, 1997, Persistent North Pacific Circulation Anomalies and the
tropical intraseasonal oscillation. J. Climate, 10, pp. 223-244.
-
Jones,
C., 2000, Occurrence of extreme precipitation events in California
and relationships with the Madden-Julian Oscillation. J. Climate,
13, pp. 3576-3587.
-
Mathews, A.J., and M.P. Meredith, 2004, Variability
of Antarctic circumpolar transport and the Southern Annular Mode
associated with the Madden-Julian Oscillation. Geoph. Res. Lett.,
31, L24312, doi:10.1029/2004GL021666.
-
Vecchi, G.A., and N.A. Bond,
2004, The Madden-Julian Oscillation (MJO) and northern high latitude
wintertime surface air temperatures. Geoph. Res. Lett., 31, L04104,
doi:10.1029/2003GL018645.
-
Zhou, S., and A.J. Miller, 2005, The Interaction
of the Madden-Julian Oscillation and the Arctic Oscillation. J. Climate,
18, pp. 143-159.
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