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Orography and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina 1 and Laura Bertolani 2 1 Experimental Climate Prediction Center, CA 2 Epson Meteo Center - Milan CEOP/IGWCO Joint Meeting, Tokyo, 28 February – 4 March 2005

Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

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Page 1: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Orography and Monsoons: winter snow-stormsover the Himalayas

Massimo Bollasina1 and Laura Bertolani21Experimental Climate Prediction Center, CA

2Epson Meteo Center - Milan

CEOP/IGWCO Joint Meeting, Tokyo, 28 February – 4 March 2005

Page 2: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Orography plays an important role in monsoons, especially for the Asian monsoon

In the general framework of understanding the fundamental physical processes driving the water cycle, it is important to focus and to study(observations + simulations) how the distribution of water resources is modified by the interaction between the atmospheric circulation and

orography ("orographic forcing")

General Aims and Framework

It is carried It is carried on on within within the the framework framework of CIMS of CIMS activityactivity

CIMS (CEOP CIMS (CEOP InterInter--Monsoons StudiesMonsoons Studies)) isis a CEOP a CEOP initiative to assessinitiative to assess,,validatevalidate andand improveimprove thethe capabilitiescapabilities ofof climate modelsclimate models inin simulating simulating

physical processesphysical processes inin monsoon regions aroundmonsoon regions around the worldthe world

Page 3: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Main Issues and Motivations of the Study

Why snow cover is so important:

Many OBSERVATIONAL and GCM MODELLING STUDIES have pointed out that SNOW COVERand SNOW DEPTH over EURASIA during WINTER/SPRING has an INVERSE INFLUENCE on

the FOLLOWING ASIAN SUMMER MONSOON (albedo albedo and hydrological effectsand hydrological effects)

The HIMALAYAS and the TIBETAN PLATEAU exert a PROFOUND THERMAL INFLUENCE on the SUMMER MONSOON, which depends on surface features (e.g., moisture availabilitymoisture availability)

The study of the occurrence of snow storms over the Himalayas involves several issues:

Impact of orography as a huge barrier to the flow (blocking, deflection, friction)

Interaction of mesoscale-induced flow with the synoptic circulation

Monsoon water budget and precipitation processes, snow accumulation and water balance

IN DOING THIS, the MOTIVATIONS ARE:

To demonstrate the utility of the CEOP and CIMS integrated approach

To evaluate the skill of downscaling models from global to sub-regional scale (dynamics, atmospheric vertical stratification, precipitation) in the prediction of the events

Page 4: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Snow and radiationSnow and radiation: : daily daily aveave variation @ Pyramid&variation @ Pyramid&SyangbocheSyangboche

0

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31

m (S

NO

W) -

frac

. (A

LB)

snow albedo pyr albedo sya

Snowfall events over the Eastern Himalayas during winter-early spring 2002/2003:Faster snow melt at Syangboche from late winter due to lower altitude

Page 5: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Heat Waves during Winter Heat Waves during Winter @ Pyramid AWS (2000/2003)@ Pyramid AWS (2000/2003)

19/02/03

21/01/03

-16.0-14.0

-12.0-10.0

-8.0-6.0

-4.0-2.00.0

2.04.0

01

/12

/00

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T (

°C)

010

20304050

607080

90100

UR

(%)

Ave UR Ave T

Warm episodes related to pressure ridges without snow fall: in the eastern Himalayas air temperature rises and humidity falls

DJF 00/01 DJF 01/02 DJF 02/03

This variability could have relations with the TBO!

Page 6: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The selected events are significant due to their large-scale nature!

BEFORE (30 Dec 2002) AFTER (2 Jan 2003)

CASE 1 (end of December 2002): a snapshot from NOAA DMSP Satellites Operational Analysis – SSD NOAA/NESDIS

NOTE: actually, 2 consecutive troughs passed over the Himalayas

Page 7: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

CASE 1: a snapshot from MODIS on Terra (GSFC/NASA)

BEFORE (30 Dec 2002)

AFTER (2 Jan 2003)

LEGEND:

Green : LAND

Light blue: CLOUDS

Red: SNOW

Page 8: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

CASE 3 (19-20 Feb 2003): a snapshot from DMSP (up;

left=before; right=after) and MODIS (down=after).

19 Feb 2003

20 Feb 2003

Page 9: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

What causes the Himalayan snow storms?

The major factor determining the occurrence of snow over theHimalayas is the interaction between the Range and westerly

disturbances

It is not the ONLY forcing, other factors could contribute andco-exist (tropical cyclone in the BoB (e.g., 14-15 December2003), local dynamics, etc.) and can bring to heavy snowfall

But most cases are associated to this mechanism

Page 10: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Synoptic framework during snow storms over the Himalayas (1/3)

A midlatitude trough embedded in the westerlies: a southwesterly flow brings warm and wet air over the Himalayas

Tipical time for eastward propagation of the disturbance over the Tibetan Plateau: 2 days

Geopotential Height @ 500 hPa (left) and 200 hPa (right) during CASE 3 (data from NCEP/NCAR Reanalysis)

Page 11: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Synoptic framework during snow storms over the Himalayas (2/3)

The trough originates in the Eastern Mediterranean area, then moves almost zonally toward the Himalayas. It then cancan deepen and slow down, causing snowfall.

CASE 3

CASE 2

CASE 1

Longitude/time variation of

"anomalous" T at 500 hPa

averaged over [26°-32°N]

(a rough estimate of origin and trajectory

of the trough)

Barrier Effect

Deepening

Page 12: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Synoptic framework during snow storms over the Himalayas (3/3)

Cloudness related to the depression (METEOSAT5 and GMS-5 IR and WV) :

A meso-scale system moves from SW carried by the depression and intensifies against the barrier

31 Dec 2002 06UTC VIS

30 Dec 2002 06UTC VIS

01 Jan 2003 06UTC VISA second trough is approaching

Page 13: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

An insight into clouds (lat/height cross section from TRMM)

31 dec 2002

18 feb 2003

One or more structures

with height below 7 km

Page 14: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The nearing of the trough and the intrusion of cold air could be accompanied by lightning over NW India (LIS on TRMM; by courtesy of MSFC/GHCC)

27 jan 03 28 jan 03 31 jan 03

17 feb 03 18 feb 03 19 feb 03

Page 15: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Prediction ExperimentsPrediction Experiments

Hor. Res. (km)

Time Step (s) NX x NY N. Levels

GCM ~ 100 1200 360 x 181 28

RSM 40 200 129 x 78 28

MSM 15 30 145 x 108 28

Self-Nesting Model Structure

Model Initializations: GCM initialized with NCEP/GDAS analysis at 00 UTCSimulation length: + 48/72 hrs (with about 12 hrs for spin-up)

The storm cycle is centered between 18-42 hrs in the 2-day simulation

Based on NCEP/ECPC GSM and RSM (Roads et al., 1999)

Heterogeneous boundary conditions at surface (vegetation and soil), full physics

Topography datasets: GSM: USGS GTOPO30; RSM: TOPO05/GLOBE

A high degree of smoothing was necessary for GSM

Page 16: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Models Domains and Topography

76 °E

The tipical trajectory of the trough is indicated for casesof snow over the Himalayas

Page 17: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

CASE 3 (18-19 Feb 2003)

There is an agreement with TRMM in the position of the precipitation; amounts are however locally different

18 Feb 15 UTC: 3-hr precipitation from TRMM (right) and RSM (+39 hr, up)

Southward protruding branch

Page 18: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

A + 48 hr simulation of precipitation by RSM (the results are very similar even if the model was initialized 1 day before)

A +24 hr simulation of precipitation by RSM (left) and MSM (right)

19 Feb 2003 00UTC

What about this precipitation?

19 Feb 00 UTC

RSM MSM

TRMM

Page 19: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Different datasets Different distributions of precipitation(upwind/downwind of the Himalayas)

NOAA GLOBAL SOD CMORPH

TRMM

Page 20: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The topography influences the movement of the trough in the GSM. The trough is partially blocked (trapped in the orography) and the flow cannot completed rise the

steep mountains

CASE 1 (31 Dec 2002)

31 Dec 12 UTC: 500 hPa Geopotential Heightobserved (right) and simulated by GSM (up).

76 °E

SeeSee followingfollowing pagepage

Page 21: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The impact of the flow against the mountains creates a small region of downward motion at low levels due to blocking, which converges with the upward flow

The impact of the flow against the mountains creates a small region of downward motion at low levels due to blocking, which converges with the upward flow

31 Dec 12 UTC: latitude/height cross-section of w (m/s) along 84°E from the RSM

Page 22: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

A close look at the circulation up the mountains from the MSMA close look at the circulation up the mountains from the MSM

RH @ 500 RH @ 500 hPahPa

Vertical Vertical pp--velocityvelocity @ 500 @ 500 hPahPa

Page 23: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

One interesting case (4 Dec 2002)

The trough is few degrees north precipitation mainly over the western Himalayas

04 Dec 12 UTC: 500 hPa Geopotential Heightobserved (up) and simulated by GSM (right).

The model correctly reproducesthe trough shifted to the north

around 39°N and almost zonally flow over Nepal

Page 24: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

04 Dec 12 UTC: 3-hr precipitation from TRMM (left), RSM (right up) and MSM (right, down)

The RSM simulates precipitation over the western Himalayas (though a little reduced) but does not show the area over western Nepal

Page 25: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The evolution of the circulation : a sensitivity test

GSM(2°)/RSM(60km) experiments with reduced orography

Simulations started 3 days before precipitation over central Himalayas to follow the dynamics of the trough (i.e., for case 1 (31dec) init=00Z 28dec)

Question: do the Himalayas and the Tibetan Plateau play a role on the eastward movement of the disturbance (and to what extent)?

Control

Reduced (10%)

Page 26: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

CASE 1

Page 27: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,
Page 28: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

The trough originates far from the mountains

It is transported to about 60°E, where it interacts with topography

The depression is trapped by the western Himalayas, its eastwardpropagation is reduced, a clear SW flow impinges against the Himalayas

Page 29: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

WHERE THE MODEL FAILS

Low level flow seems to be blocked and can create (dependingon the cases) convergence in front of the mountains depending on the position of the trough

Precipitation over Tibet seems to be reduced

Which is the overall skill of the model?

The performance of the models is globally pretty good

The GCM drives the evolution of the circulation, even onto the small scale

Page 30: Orography and Monsoons: winter snow-storms … and Monsoons: winter snow-storms over the Himalayas Massimo Bollasina1 and Laura Bertolani2 1Experimental Climate Prediction Center,

Using different instruments and sources of data it was possible to get insights in the origin, evolution and nature

of the snow storms

The detailed characteristics of the impact of the flow with the Himalayas are fundamental for precipitation

distribution, both in observations and model simulations

The first downscaling modelling effort shows interesting features: the dynamics is strongly influenced by the exact

evolution/reprodution of the trough

Conclusions