evaluation of cloud-radiation interaction in the canadian gem model using arm observations
DESCRIPTION
Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations. Danahé Paquin-Ricard 1 Colin Jones 1 , Paul Vaillancourt 2 1. CRCMD, UQAM2. Environment Canada. Source: http://www.cs.pitt.edu/. Why the cloud-radiation interaction ?. Cloud-Radiation Interaction - PowerPoint PPT PresentationTRANSCRIPT
![Page 1: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/1.jpg)
Evaluation of Cloud-Radiation Evaluation of Cloud-Radiation Interaction in the Canadian Interaction in the Canadian
GEM Model Using ARM GEM Model Using ARM Observations Observations
Danahé Paquin-Ricard1
Colin Jones1, Paul Vaillancourt2
1. CRCMD, UQAM 2. Environment Canada
Source:http://www.cs.pitt.edu/
![Page 2: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/2.jpg)
Why the cloud-radiation interaction ?
Cloud-Radiation Interaction
Microphysics Macrophysics Environment
Precipitation Surface Radiation BudgetSurface Radiation Budget
• Diurnal cycle of SWD & LWD, for summer & winter (SGP)• LWP, winter (SGP)• LWP at SGP vs. NSA
![Page 3: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/3.jpg)
Model & Observations
• GEM: Prognostic total cloud water Lateral boundary conditions: ERA40 Prescribed SSTs and ice fraction Horizontal resolution ≈ 42km time step 30 min
• Observations: ARM-SGP site: 37°N, 97°W, 318 m ARM-NSA site: 71°N, 157°W Microwave radiometer, tipping bucket,
radiometers …
Average over 3h period for all variables (except precipitation: 3h accumulation) over 7 years (1998-2004)
LWP & IWV: removed when precipitation ≥ 0,25mm/3h
SGP
NSA
![Page 4: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/4.jpg)
Shortwave Down, Summer (SGP)
SZA≤30°
30°<SZA≤60°
![Page 5: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/5.jpg)
Longwave Down, Summer (SGP)
Source: Bernard Dugas
![Page 6: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/6.jpg)
Shortwave Down, Winter (SGP)
![Page 7: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/7.jpg)
Longwave Down, Winter (SGP)
![Page 8: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/8.jpg)
• Overestimate of clear-sky occurrences• Precipitation too frequently triggered at too low LWP• Incorrect separation of cloud water between liquid & ice
*10
LWP (without precip.), Winter (SGP)
*10 *10
*10
*10
![Page 9: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/9.jpg)
LWP (without precip.), SGP
![Page 10: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/10.jpg)
LWP (without precip.), NSA
![Page 11: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/11.jpg)
Underestimate of LWP LWD & SWDSGP NSA
JJA S
ON
DJF
MA
M
SGP NSA
![Page 12: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/12.jpg)
Summary for SGPOverestimate of light precipitation
Underestimate of
LWP, IWV & cloud fraction
Underestimate of Overestimate of
LWD SWD
Warm & dry bias
Overestimate of Underestimate of
LWD for JJA convection
Possible corrections to the microphysics scheme (autocon-version) to reduce light precipitation…
![Page 13: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/13.jpg)
Thank you! Thank you!
Source:http://www.cs.pitt.edu/
![Page 14: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/14.jpg)
More SGP LWD
![Page 15: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/15.jpg)
More SGP SWD
![Page 16: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/16.jpg)
More NSA LWD
![Page 17: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/17.jpg)
More NSA SWD
![Page 18: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/18.jpg)
Cloud Fraction & Integrated Water Vapor
![Page 19: Evaluation of Cloud-Radiation Interaction in the Canadian GEM Model Using ARM Observations](https://reader035.vdocuments.net/reader035/viewer/2022062517/56812de5550346895d933e65/html5/thumbnails/19.jpg)