Radiation Products Applications

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Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt Radiation Products Applications Isabel F. Trigo

description

Radiation Products Applications. Isabel F. Trigo. Radiation Products. MSG-based Radiation Products Albedo Variability Signatures in LST fields LST & Vegetation LST as a model diagnostic tool Surface Radiation Budget Long-wave Short-wave. Radiation Products. - PowerPoint PPT Presentation

Transcript of Radiation Products Applications

Page 1: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Applications

Isabel F. Trigo

Page 2: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

MSG-based Radiation Products

Albedo Variability

Signatures in LST fields

LST & Vegetation

LST as a model diagnostic tool

Surface Radiation Budget

Long-wave

Short-wave

Page 3: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

The LSA SAF generates, archives and distributes

Albedo - AL

Land Surface Temperature (and emissivity) – LST ( & EM)

Down-welling Short-wave Fluxes at the Surface - DSSF

Down-welling Long-wave Fluxes at the Surface - DSLF

Radiation Products

Page 4: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

4 production areas for MSG- Europe- Northern Africa- Southern Africa- Southern America

Geostationary Projection 3 km at sub-satellite point

Radiation Products

1701 cols x 651 lines

2211 cols x 1151 lines

1211 cols x 1191 lines

701 cols x 1511 lines

Page 5: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Merging MSG areas

Geostationary Projection 3 km at sub-satellite point

3712 columns x 3712 lines

1550

1240

40

2140

1460

700

1850

50

Form 1 matrix for the whole disk [3712 x 3712]

taking into account that for LSA SAF areas top line in the disk is

and left column is

XX

XX

Page 6: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

See Product User ManualsAnd also

• Algorithm Theoretical Basis Document• Validation Report• Product Output Format

Peer Reviewed Publications

Page 7: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Snow

Snow

Albedo Seasonal Cycle:

Primarily driven by Vegetation & Snow

High Albedo Values over

Deserts

Low Albedo Values

Vegetated Areas

Radiation Products - Albedo

Page 8: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

July 2007 December 2007

Radiation Products - Albedo

Spot the Differences!

Use

Page 9: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Lake Kariba

Cabora Bassa Dam

Okavango Delta

Malawi

Tanganica

ALBEDO

Page 10: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products - Albedo

01 May 2011 Anomaly

Page 11: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

01 May 2011 Anomaly

Signatures of

Drought ?

Higher than usual Precipitation?

Snow anomaly?

Radiation Products - Albedo

Page 12: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

01 May 2011 Anomaly

Signatures of

Drought ?

Higher than usual Precipitation?

Snow Anomaly?

Radiation Products - Albedo

Precipitation: % of Normal for April 2011 (source: GPCC)

Page 13: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

01 May 2011 Anomaly

Radiation Products - Albedo

Namibia

Heavy Rainfall in May 2011

Source:

http://earthobservatory.nasa.gov/NaturalHazards/view.php?id=50573

Page 14: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

15 August 2009 00UTC

Montains

Radiation Products - LST

Features in LST maps ...

Night-time!!

Page 15: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products - LST

Features in LST maps ...

Major cities – Urban Heat Island

Inland Water Bodies

?

15 August 2009 00UTC

Night-time!!

Page 16: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Paris

Rome

Lakes15 August 2009 00UTC

Radiation Products - LST

Features in LST maps ...

Night-time!!

Page 17: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Mapping the Heat-Wave in Europe JUL 2007

LST Composite 19-23 July 200712 UTC

Eastern and South-Eastern Europe

Heat Waves

Radiation Products - LST

Page 18: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products - LST

Daily Amplitudes of LST are generally anti-correlated with Fraction of Vegetation

Vegetation controls temperature via Evapotranspiration

X 2009X 2010X 2011

Page 19: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Forecast experiments with ECMWF model

CTL: Constant LAI

LAI_MOD: LAI MODIS climate

Constant LAI

LAI MODIS climateJanuary July

Boussetta et al., 2011

Radiation Products – LST & Land Sfc Models

Page 20: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Bias of control Exp: Model Skin Temp – LSA SAF LST

Tsk_CTL – LST

12 UTC00 UTC

Good agreement of night-time temperatures;

Underestimation of daily amplitudes, particularly in semi-arid and/or sparsely vegetated regions.

Page 21: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Impact on model skin Temperature

Impact on variable X: │X_CTL – X_obs│- │X_MOD – X_obs│

Mean absolute Error of Control Experiment - Mean Error of Modified model

Impact > 0 Error Reduction

Page 22: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Changing LAI: Impact on skin Temperature

There is a positive impact of the MODIS LAI in MAM (and JJA – not shown) in daytime temperatures.

The impact is higher in regions where vegetation presents large annual cycles.

The impact is small for night-time cases (when model biases are smaller).

12 UTC0 UTC

Page 23: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Down-welling Short- and Long-wave Fluxes are strongly influenced by clouds; at seasonal scale, they will have the signature of

ITCZ and monsoon (tropics)

dominant storm-tracks (mid-latitudes)

Also ...

Short-Wave ← TOA Incoming solar Radiation

Long-wave ← low-level temperature

Page 24: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

FSW

FSW↑

FLW↑

FLW

DSSF

DSLF

ALBEDODSSF

4LST

DSLF

Surface Radiation Budget

Radiation Products

Page 25: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

rad

F

SWSWFF

FSW + FLW

LWLWFF

SWSW

FF

DSSF- ALBEDODSSF + DSLF - DSLF (1-ε)-LST4rad

F

Long-wave Radiation budget at the surface

Surface Radiation Budget

Radiation Products

LSA-SAF – CLEAR SKY only!!

Short-wave Radiation budget at the surface

Page 26: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Downward Short-Wave Surface Radiation

15 Jan 2011 ?15 Jul 2011 ?

2 maps of average daily DSSF (accumulated field / 24 x 3600)

Page 27: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Downward Short-Wave Surface Radiation

15 Jan 2011 15 Apr 2011

15 Jul 2011 15 Oct 2011

Page 28: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

15 Jan 2011 ?15 Jul 2011 ?

Downward Long-Wave Surface Radiation

2 maps of average daily DSLF (accumulated field / 24 x 3600)

Radiation Products

Page 29: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Radiation Products

Downward Long-Wave Surface Radiation

15 Jan 2011 15 Apr 2011

15 Jul 2011 15 Oct 2011

Page 30: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

FSW =DSSF- ALBEDODSSF

Short-wave Radiation budget at the surface

Short-Wave Surface Radiation Budget

Radiation Products

15 Jan 2011 15 Jul 2011

Page 31: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

Long-wave Radiation

- -

DSLF – Downward Long-wave Radiation

Radiation Reflected by the Surface

Radiation Emitted by the Surface

(1-) DSLF LST4DSLF

=

Balanço

< 0, i.e., sfc generally looses Long-wave Radiation

Surface Radiation Budget

Radiation Products

25 Apr 2006 25 Apr 2006 25 Apr 2006

25 Apr 2006

1 PIXEL (Evora; Southern Portugal)

Page 32: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

=

(1-AL) DSSF

Surface Radiation Budget

Radiation Products

SW

LW

TOTAL Radiation Budget

25 Apr 2006

25 Apr 2006

25 Apr 2006

1 PIXEL (Evora; Southern Portugal)

Page 33: Radiation Products Applications

Ministério da Educação e Ciência Instituto de Meteorologia, I. P. Rua C – Aeroporto de Lisboa 1749-077 Lisboa – Portugal Tel.: (351) 21 844 7000 Fax: (351) 21 840 2370 e-mail: [email protected] URL: http://www.meteo.pt

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