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Mediterranean climate: trends and projections

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titolo<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, 9-11 June 2008<br />

<strong>Mediterranean</strong> <strong>climate</strong>:<br />

<strong>trends</strong> <strong>and</strong> <strong>projections</strong><br />

Piero Lionello, University of Salento, Italy


Contents<br />

• Remarks on the <strong>Mediterranean</strong> <strong>climate</strong><br />

• A review of present <strong>trends</strong><br />

• Information from <strong>climate</strong> <strong>projections</strong><br />

Sommario<br />

University of Cairo, 9-11 June 2008<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, 9-11 June 2008


koeppen<br />

Vladimir Petrovič Köppen<br />

Russian geographer , botanist <strong>and</strong> climatologist<br />

(S. Petersburg, 1846 – Graz, 1940)


Classificazone 1<br />

Main groups<br />

A tropical <strong>climate</strong><br />

B arid <strong>climate</strong>:<br />

C mid latitude temperate <strong>climate</strong><br />

D mid latitude cold <strong>climate</strong><br />

E polar <strong>climate</strong><br />

H mountain <strong>climate</strong><br />

Sub-groups :<br />

S steppe W desert f wet w winter dry season<br />

s summer dry season m: rain forest<br />

Af, Am: monsoon, tropical rain forest. Aw: savannah<br />

BS: steppe. BW: desert.<br />

Cw: temperate mid latitude with dry winter Cf: temperate mid latitude without<br />

dry season Cs: temperate mid latitude with dry summer.<br />

Df: cold rainy during the whole year.<br />

ET: tundra. EF: frost<br />

3 rd level classification<br />

a, b,c hot summer (T warmest month > 22°C), warm summer (warmest month <<br />

22°C), cold summer (T less than 4 months > 10°C (<strong>climate</strong>s C <strong>and</strong> D).<br />

d: very cold winter (T coldest month < -38°C (<strong>climate</strong> D).<br />

h, k: hot, cold (average year temperature higher/lower than 18°C < (<strong>climate</strong> B).


Updated world map of<br />

the Köppen-Geiger<br />

<strong>climate</strong> classification<br />

M. C. Peel, B. L.<br />

Finlayson, <strong>and</strong> T. A.<br />

McMahon<br />

Hydrol. Earth Syst. Sci.<br />

Discuss., 4, 439–473,<br />

2007<br />

The 30 possible <strong>climate</strong> types are divided (without accounting for H)into:<br />

3 tropical (Af, Am <strong>and</strong> Aw), 4 arid (BWh, BWk, BSh <strong>and</strong> BSk), 9 temperate (Csa,<br />

Csb, Csc, Cfa, Cfb, Cfc, Cwa, Cwb <strong>and</strong> Cwc), 12 cold (Dsa, Dsb, Dsc, Dsd, Dfa, Dfb,<br />

Dfc, Dfd, Dwa, Dwb, Dwc <strong>and</strong> Dwd) <strong>and</strong> 2 polar (ET <strong>and</strong> EF).<br />

Koeppen global


Med <strong>climate</strong><br />

University of Cairo, 9-11 June 2008<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, 9-11 June 2008<br />

What is the <strong>Mediterranean</strong> Climate ?


Koeppen eu<br />

10 out of 30 Köppen <strong>climate</strong><br />

types are present around<br />

the <strong>Mediterranean</strong> Sea


•Csa/Csb temperate <strong>climate</strong> with dry hot/warm summer<br />

season<br />

•Cfa/Cfb temperate <strong>climate</strong> without dry season <strong>and</strong> with<br />

hot/warm<br />

•Dsa, Dfb cold <strong>climate</strong>, without dry season but warm summer<br />

<strong>and</strong> with hot dry summer<br />

•BWh BWk hot <strong>and</strong> cold desert, BSh BSk hot <strong>and</strong> cold<br />

steppe<br />

Koeppen<br />

considerazioni<br />

Large areas of the <strong>Mediterranean</strong> region do not<br />

have the “CsA/Csb <strong>Mediterranean</strong>” <strong>climate</strong><br />

… <strong>and</strong> there is some <strong>Mediterranean</strong> <strong>climate</strong><br />

outside the <strong>Mediterranean</strong> region


Tise T past<br />

Past winter temperature (DJF)<br />

Luterbacher J. et al. (2005), <strong>Mediterranean</strong> <strong>climate</strong> variability over the last<br />

centuries: a review In P.Lionello, P.Malanotte-Rizzoli, R.Boscolo (eds)<br />

<strong>Mediterranean</strong> Climate Variability. Amsterdam: Elsevier (NETHERLANDS).


Warmestcoldest<br />

Luterbacher J.<br />

et al. (2005),


Tise prec past<br />

Past winter precipitation (DJF)<br />

Luterbacher J.<br />

et al. (2005),


Driest-wettest<br />

Luterbacher J.<br />

et al. (2005),


Considerazioni:<br />

time variabiity<br />

University of Cairo, 9-11 June 2008<br />

Large variability at inter-annual <strong>and</strong> interdecadal<br />

scale is a basic characteristic of<br />

the <strong>Mediterranean</strong> region<br />

…However, the temperature increase<br />

during the second half of the 20 th century<br />

in unprecedented in historical records


Tendenze 20mo<br />

secolo<br />

University of Cairo, 9-11 June 2008<br />

Focus on 20 th century<br />

Graphics based on CRU climatology, interpolated from station<br />

data to 0.5 degree lat/lon grid ( New, M., M. Hulme <strong>and</strong> P. Jones,<br />

1999: Representing twentieth-century space-time <strong>climate</strong><br />

variability. Part I: Development of a 1961-90 mean monthly<br />

terrestrial climatology. J. Climate, 12, 829-856.


Pre_season<br />

1901-1925<br />

DJF<br />

JJA<br />

Precipitation 1901 - 1925<br />

MAM<br />

SON


Pre_season_19<br />

75_2000<br />

DJF<br />

JJA<br />

Precipitation 1975 -2000<br />

MAM<br />

SON


Pre_MK 1901-<br />

2000<br />

DJF<br />

JJA<br />

Precipitation <strong>trends</strong> 1901 - 1925<br />

MAM<br />

SON


Pre_MKmsk<br />

1901-1925<br />

DJF<br />

JJA<br />

Precipitation <strong>trends</strong> 1975 - 2000<br />

MAM<br />

SON


Pre_MK 1975-<br />

2000<br />

DJF<br />

JJA<br />

Precipitation <strong>trends</strong> 1975 - 2000<br />

MAM<br />

SON


Pre_MKmsk<br />

1975-2000<br />

DJF<br />

JJA<br />

Precipitation <strong>trends</strong> 1975 - 2000<br />

MAM<br />

SON


Pre_MK_msk<br />

1901-2000<br />

DJF<br />

JJA<br />

Precipitation <strong>trends</strong> 1901 -2000<br />

MAM<br />

SON


Elena wet season<br />

Wet season precipitation trend (1950-1999)<br />

Acknowledgement: Xoplaki, 2002; Xoplaki et al., 2004<br />

mm/50years


Elena dry season<br />

Dry season precipitation trend (1950-1999)<br />

Acknowledgement: Xoplaki, 2002; Xoplaki et al., 2004<br />

mm/50years


tmp_season_19<br />

01_1925<br />

DJF<br />

JJA<br />

Temperature 1901 - 1925<br />

MAM<br />

SON


tmp_season_19<br />

01_2000<br />

DJF<br />

JJA<br />

Temperature 1975 - 2000<br />

MAM<br />

SON


tmp_MKmsk_19<br />

01_1975<br />

DJF<br />

JJA<br />

Temperature trend 1901 - 1925<br />

MAM<br />

SON


tmp_MKmsk_19<br />

75_2000<br />

DJF<br />

JJA<br />

Temperature trend 1975 - 2000<br />

MAM<br />

SON


Tmp_MKmsk-<br />

1901-2000<br />

DJF<br />

JJA<br />

Temperature trend 1901 - 2000<br />

MAM<br />

SON


Comment tmp<br />

<strong>and</strong> pre<br />

Though there is a possibly widespread over-perception<br />

of precipitation <strong>trends</strong>, reduction of (winter)<br />

precipitation is observed over large areas of the<br />

<strong>Mediterranean</strong> region. The signal for temperature is<br />

much clearer than for precipitation: there is positive<br />

trend with an acceleration during the last part of the<br />

20th century involving the whole <strong>Mediterranean</strong> region<br />

University of Cairo, 9-11 June 2008


Models<br />

Climate model <strong>projections</strong><br />

Schematic view of the components of the <strong>climate</strong><br />

system, their processes <strong>and</strong> interactions.<br />

FAQ 1.2, Figure 1<br />

From IPCC 4 th AR


Scenarios<br />

CO 2 emissions in SRES (Nakicenovic et al, 2000) :<br />

• A-B rispettivamente forte e ridotto fabbisogno<br />

energetico;<br />

From IPCC 4 th AR<br />

• 1-2 rispettivamente sviluppo mondiale omogeneo e<br />

eterogeneo.


Model mean reliability<br />

From IPCC 4 th AR<br />

Figure TS.23. (a) Global mean surface<br />

temperature anomalies relative to the<br />

period 1901 to 1950, as observed (black<br />

line) <strong>and</strong> as obtained from simulations<br />

with both anthropogenic <strong>and</strong> natural<br />

forcings. The thick red curve shows the<br />

multi-model ensemble mean <strong>and</strong> the<br />

thin lighter red curves show the<br />

individual simulations. Vertical grey lines<br />

indicate the timing of major volcanic<br />

events. (b) As in (a), except that the<br />

simulated global mean temperature<br />

anomalies are for natural forcings only.<br />

The thick blue curve shows the multimodel<br />

ensemble mean <strong>and</strong> the thin<br />

lighter blue curves show individual<br />

simulations. Each simulation was<br />

sampled so that coverage corresponds<br />

Figure TS.23<br />

to that of the observations. {Figure 9.5}


Mean projection<br />

Figure 10.5<br />

From IPCC 4 th AR<br />

Time series of globally averaged (left) surface warming (surface air temperature change, °C) <strong>and</strong> (right) precipitation<br />

change (%) from the various global coupled models for the scenarios A2 (top), A1B (middle) <strong>and</strong> B1 (bottom).<br />

Numbers in parentheses following the scenario name represent the number of simulations shown. Values are annual<br />

means, relative to the 1980 to 1999 average from the corresponding 20th-century simulations, with any linear <strong>trends</strong> in<br />

the corresponding control run simulations removed. A three-point smoothing was applied. Multi-model (ensemble)<br />

mean series are marked with black dots. See Table 8.1 for model details.


Ensemble<br />

mean med<br />

University of Cairo, 9-11 June 2008<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, 9-11 June 2008<br />

Ensemble mean <strong>projections</strong> for the<br />

<strong>Mediterranean</strong> region<br />

Using GLOBAL models


MODEL Grid interval 20C B1 A1B A2<br />

CCMA-3-T47<br />

CNRM-CM3<br />

CSIRO-MK3<br />

GFDL-CM2-0<br />

GFDL-CM2-1<br />

GISS-AOM<br />

GISS-E-R<br />

INMCM3<br />

IPSL-CM4<br />

MIROC3-2H<br />

MIROC3-2M<br />

MIUB-ECHO-G<br />

MPI-ECHAM5<br />

MRI-CGCM2<br />

NCAR-CCSM3<br />

NCAR-PCM1<br />

UKMO-HADCM3<br />

List of models<br />

~2.7 deg<br />

~2.8 deg<br />

~2.3 deg<br />

~2.2 deg<br />

~2.2 deg<br />

~3.5 deg<br />

~4.5 deg<br />

~4.5 deg<br />

~3.0 deg<br />

~1.2 deg<br />

~2.8 deg<br />

~3.2 deg<br />

~2.3 deg<br />

~2.8 deg<br />

~1.4 deg<br />

~2.8 deg<br />

~3.0 deg<br />

5 4 4 2<br />

1 1 1 1<br />

2 1 1 1<br />

3 1 1 1<br />

3 0 1 1<br />

2 2 2 0<br />

1 1 2 1<br />

1 1 1 1<br />

1 1 1 1<br />

1 1 1 0<br />

3 3 3 3<br />

5 3 3 3<br />

3 3 2 3<br />

5 5 5 5<br />

8 8 6 4<br />

4 2 3 4<br />

1 1 1 1<br />

List of models, grid interval (atmosphere) <strong>and</strong> experiments used in this work. 20C<br />

indicates experiments for the 20c century, B1, A1B <strong>and</strong> A2, experiments for the 21st<br />

century under forcing deriving from the corresponding IPCC emission scenarios. The<br />

grid interval is approximate, as it may vary across latitudes <strong>and</strong> may be different in<br />

the longitude <strong>and</strong> latitude directions. More detailed information on models <strong>and</strong><br />

experiments is available the PCMDI web site http://www-pcmdi.llnl.gov for.


isoluzione<br />

space resolution !!!!<br />

One obvious limitation of these simulations is resolution.<br />

This might have important consequences for the <strong>climate</strong><br />

change signal in region where it shows a sharp gradient,<br />

likely associate with the geomorphology of the region:<br />

precipitation in the middle east in Summer <strong>and</strong> Fall,<br />

precipitation along the northern boundary of the<br />

<strong>Mediterranean</strong> region (Pyrenees, Alps, Balkans).


Risoluzione 5<br />

5 degs


Risoluzione 4<br />

4 degs


Risoluzione 3<br />

3 degs


Risoluzione 2<br />

2 degs


Risoluzione 1<br />

1 degs


Risoluzionem<br />

0.5<br />

0.5 degs


Risoluzione 0.2<br />

0.2 degs


Risoluzione 0.1<br />

0.1 degs


CC_Pre B1<br />

Precipitation change (%, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, B1 scenario<br />

DJF MAM<br />

JJA<br />

Figure 6<br />

SON<br />

from Giorgi <strong>and</strong> Lionello, 2007


CC_Pre A1B<br />

Precipitation change (%, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, A1B scenario<br />

DJF MAM<br />

JJA<br />

Figure 4<br />

SON<br />

from Giorgi <strong>and</strong> Lionello, 2007


Precipitation change (%, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, A2 scenario<br />

DJF MAM<br />

JJA<br />

CC_Pre A2<br />

Figure 7<br />

SON<br />

from Giorgi <strong>and</strong> Lionello, 2007


CC_tmp_A1B<br />

Temperature change (C, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, A1B scenario<br />

DJF<br />

JJA<br />

Figure 5<br />

MAM<br />

SON<br />

from Giorgi <strong>and</strong> Lionello, 2007


Precipitation change (%)<br />

Temperature change (C)<br />

0<br />

-5<br />

-10<br />

-15<br />

-20<br />

-25<br />

-30<br />

-35<br />

6<br />

5<br />

4<br />

3<br />

2<br />

1<br />

0<br />

(2081-2100) minus (1961-1980)<br />

DJF MAM JJA SON<br />

B1<br />

A1B<br />

A2<br />

B1<br />

A1B<br />

A2<br />

Tmp-prec total<br />

MGME ensemble average change in<br />

mean precipitation (upper panel)<br />

<strong>and</strong> mean surface air temperature<br />

(lower panel) for the full<br />

<strong>Mediterranean</strong> region, the four<br />

seasons <strong>and</strong> different scenario. The<br />

changes are calculated between the<br />

periods 2081-2100 <strong>and</strong> 1961-1980<br />

<strong>and</strong> include only l<strong>and</strong> points. Units<br />

are % of 1961-1980 value for<br />

precipitation <strong>and</strong> degrees C for<br />

temperature<br />

from Giorgi <strong>and</strong> Lionello, 2007


CC_SLP<br />

SLP change (mb, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, A1B scenario<br />

DJF<br />

JJA<br />

MAM<br />

SON


CC_GPH500<br />

500 Gph change (mb, 2071-2100 minus 1961-1990),<br />

MGME ensemble average, A1B scenario<br />

DJF<br />

JJA<br />

Figure 3<br />

MAM<br />

SON<br />

from Giorgi <strong>and</strong> Lionello, 2007


MGME ensemble average, A1B scenario<br />

Precipitation Change (%)<br />

Temperature change (C)<br />

0<br />

-5<br />

-10<br />

-15<br />

-20<br />

-25<br />

-30<br />

5<br />

4.5<br />

4<br />

3.5<br />

3<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

DJF MAM JJA SON<br />

2001-2020<br />

2021-2040<br />

2041-2060<br />

2061-2080<br />

2081-2100<br />

2001-2020<br />

2021-2040<br />

2041-2060<br />

2061-2080<br />

2081-2100<br />

from Giorgi <strong>and</strong> Lionello, 2007


Precipitation change (%)<br />

Temperature change (C)<br />

-10<br />

-12<br />

0.8<br />

0.7<br />

0.6<br />

0.5<br />

0.4<br />

0.3<br />

0.2<br />

0.1<br />

(1981-2000) minus (1961-1980)<br />

4<br />

2<br />

0<br />

-2<br />

-4<br />

-6<br />

-8<br />

0<br />

DJF MAM JJA SON<br />

Observed<br />

MGME<br />

Observed<br />

MGME<br />

caveaut<br />

Observed (CRU data) <strong>and</strong> MGME<br />

ensemble average change in<br />

precipitation (upper panel) <strong>and</strong><br />

surface air temperature (lower<br />

panel) for the four seasons over<br />

the full <strong>Mediterranean</strong> region (l<strong>and</strong><br />

only) 1981-2000 minus 1961-1980.<br />

Units are % of 1961-1980 value for<br />

precipitation <strong>and</strong> degrees C for<br />

temperature.<br />

from Giorgi <strong>and</strong> Lionello, 2007


Modelli<br />

regionali<br />

Regional Climate models<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, of Cairo, 9-11 9-11 June June 2008<br />

2008


RegCM experiment design<br />

Giorgi, F., X. Bi <strong>and</strong> J.S. Pal , 2004 a <strong>and</strong> b<br />

• Global Model: Hadley Centre<br />

HadAMH<br />

– Dx = 1.25 lat x 1.875 lon<br />

– SST from HadCM3 run<br />

– Coupled sulfur model<br />

• Regional model: ICTP RegCM<br />

– Dx = 50 km<br />

– SST, GHG <strong>and</strong> sulfate from<br />

HadAMH<br />

– aerosol effects<br />

• Simulation periods<br />

– 1961-1990 : Reference run<br />

– 2071-2100 : Scenario run<br />

• Scenarios: A2, B2


Risoluzionem<br />

0.5<br />

0.5 degs


CTR<br />

RegCM model<br />

D<br />

R<br />

Y<br />

W<br />

E<br />

T<br />

S<br />

E<br />

A<br />

S<br />

O<br />

N<br />

S<br />

E<br />

A<br />

S<br />

O<br />

N<br />

CRU<br />

Observed climatology


Jan<br />

Feb<br />

Mar<br />

Precipitation A2-CTR<br />

Apr<br />

May<br />

Jun<br />

mm<br />

Jul<br />

Aug<br />

Sep<br />

Oct<br />

Nov<br />

Dec


Ebro<br />

Rhone<br />

<strong>Mediterranean</strong> River basins<br />

Po Croatian rivers<br />

Greek rivers<br />

Turkish rivers


Precipitation<br />

=<br />

Water balance<br />

(P-E)<br />

Greece <strong>and</strong> Turkey<br />

-<br />

Evaporation<br />

Drier autumn <strong>and</strong><br />

(partially) spring<br />

for Greek <strong>and</strong><br />

Turkish rivers


JAN FEB MAR<br />

APR MAY JUN<br />

JUL AUG SEP<br />

OCT NOV DEC


Climate change assessment for <strong>Mediterranean</strong> agricultural<br />

areas by statistical downscaling<br />

L. Palatella · M. Miglietta · P. Paradisi · P. Lionello (submitted)


University of Cairo, 9-11 June 2008<br />

Population growth !?!?!?!


90000<br />

80000<br />

70000<br />

60000<br />

50000<br />

40000<br />

30000<br />

20000<br />

10000<br />

0<br />

University of Cairo, 9-11 June 2008<br />

1955 1 1970 2 1985 3 2000 4 2015 5 2030 6<br />

France<br />

Italy<br />

Spain<br />

Turkey


25000<br />

20000<br />

15000<br />

10000<br />

5000<br />

0<br />

70000<br />

60000<br />

50000<br />

40000<br />

30000<br />

20000<br />

10000<br />

0<br />

1955 1 1970 2 1985 3 2000 4 2015 5 2030 6<br />

1955 1 1970 2 1985 3 2000 4 2015 5 2030<br />

6<br />

Cyprus<br />

Gaza Strip<br />

Israel<br />

Lebanon<br />

Syria<br />

Algeria<br />

Egypt<br />

Libya<br />

Morocco<br />

Tunisia


Considerazioni:<br />

time variabiity<br />

Large variability at inter-annual <strong>and</strong> inter-decadal<br />

scale is a basic characteristic of the <strong>Mediterranean</strong><br />

region…However, the temperature increase during<br />

the second half of the 20th century in unprecedented<br />

in historical records<br />

Though there is a possibly widespread overperception<br />

of precipitation <strong>trends</strong>, reduction of<br />

(mainly winter) precipitation is observed over large<br />

areas of the <strong>Mediterranean</strong> region. The signal for<br />

temperature is much clearer than for precipitation:<br />

there is positive trend with an acceleration during<br />

the last part of the 20th century involving the whole<br />

<strong>Mediterranean</strong> region


Reduced precipitation is a very likely consequence of<br />

anthropogenic <strong>climate</strong> change in large parts of the<br />

<strong>Mediterranean</strong> (including Middle east)<br />

Evidences from global models are not flawless. They<br />

need further confirmation, possibly based on regional<br />

analysis<br />

Regionalization techniques (dynamical versus<br />

statistical) do not always agree<br />

Concerning impacts, other factors (such as<br />

population dynamics) are likely to have larger effects<br />

than <strong>climate</strong> change (multi-sector approach is<br />

needed)


University of Cairo, 9-11 June 2008<br />

International workshop<br />

On Climate Change in the <strong>Mediterranean</strong> <strong>and</strong> the Middle East<br />

University of Cairo, 9-11 June 2008<br />

THANK YOU<br />

for your attention

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