an evaluation of integrated cloud condensate in mÉra · 2019-09-30 · an evaluation of integrated...

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An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy 1,2 , Emily Gleeson 3 , Eoin Whelan 3 , Frank McDermott 1,4 and Conor Sweeney 1,2 1 UCD School of Mathematics and Statistics, 2 UCD Energy Institute, 3 Met Éireann, 4 UCD School of Earth Sciences MÉRA workshop 2019

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Page 1: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

An Evaluation of Integrated Cloud Condensate in MÉRA

Eadaoin Doddy1,2, Emily Gleeson3, Eoin Whelan3, Frank McDermott1,4 and Conor Sweeney1,2

1UCD School of Mathematics and Statistics, 2UCD Energy Institute, 3Met Éireann, 4UCD School of Earth Sciences

MÉRA workshop 2019

Page 2: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Condensed Water Path (CWP)

• Satellite: CWP• 3km, 15 min, daylight

• MÉRA: ICI + ICW• 2.5km, hourly

• Common Validation Area

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Page 3: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

MÉRA Spin-up

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• Vertically Integrated Cloud Water (ICW)

• Vertically Integrated Cloud Ice (ICI)

Page 4: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Data selection

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Full area, non-NaN

3,840 hours

• January 2016 - May 2017

• Daylight hours only

• Elevation above horizon

• Excludes values: 1 December – 12 January

Page 5: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Evaluation of Cloud Water Path (CWP)

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• Spatial average

• Error = MÉRA - Satellite

Page 6: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Cloudy hours

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Full area, non-NaN

3,840 hours

>90% grid-points cloudy166 hours

• MÉRA: Total Cloud Cover = 1 (220 hours)

• Satellite: Cloud Mask Flag = ‘cloud filled’ (456 hours)

Page 7: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Evaluation of Cloud Water Path (CWP)

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• MÉRA overestimates CWP for cloudy hours

Page 8: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Cloudy Quadrants

Mean Error[kg m-2]

RMSE[kg m-2]

SW 0.244 0.292

SE 0.194 0.262

NW 0.312 0.390

NE 0.204 0.274

Full Domain 0.238 0.266

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Page 9: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Case Study

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26 January 2016HL

L

L

L

Page 10: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

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HH

L

L

L02 August 2016

Case Study

Page 11: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Case Study

10 July 2016

11

L

LL

L

L

Page 12: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Conclusions

• Use 09-33H spin-up for MÉRA Condensed Water Path.

• MÉRA in good general agreement with satellite.

• MÉRA overestimates cloudy Condensed Water Path.

Future Work:

• Errors related to cloud type/level?

• Errors related to weather patterns?

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Page 13: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

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This publication has emanated from research conducted with thefinancial support of Science Foundation Ireland under the SFI StrategicPartnership Programme Grant Number SFI/15/SPP/E3125. Theopinions, findings and conclusions or recommendations expressed inthis material are those of the author(s) and do not necessarily reflectthe views of the Science Foundation Ireland.

Eadaoin Doddy

[email protected]

www.esipp.ie

Page 14: An Evaluation of Integrated Cloud Condensate in MÉRA · 2019-09-30 · An Evaluation of Integrated Cloud Condensate in MÉRA Eadaoin Doddy1,2, Emily Gleeson 3, Eoin Whelan , Frank

Case Study

17 November

2016

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