developing the configuration trade space for space-based dwls: vertical and horizontal coverage g....

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Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates S. Majumdar (U Miami) and R. Atlas (NOAA/AOML) Wind Lidar Working Group Meeting Boulder, 2015

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The Nature Run Nature Runs T511 provided by ECMWF WRF provided by NOAA 27,9,3,1 km nested domains A hurricane case in August Model cloud issues T511 reports much greater cloud coverage than the WRF does Plan to adjust the WRF cloud coverage post NR generation.

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Page 1: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

Developing the configuration trade space for space-based DWLs: vertical

and horizontal coverage

G. D. Emmitt, S. A. Wood and S. GrecoSimpson Weather Associates

S. Majumdar (U Miami) and R. Atlas (NOAA/AOML)Wind Lidar Working Group Meeting

Boulder, 2015

Page 2: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

Overview• NASA has funded a data impact trade study through its ROSES-13 program: CYGNSS

related call• Directed at Doppler Wind Lidars• Explore synergisms between AMVs, OVWs and future DWL products.• Technology neutral in details

• Issues to be addressed• Swath vs lesser horizontal coverage• Upper vs lower troposphere coverage• Concentrated precision vs sample distribution (equal resources)• Temporal revisit interval benefits (GEO vs. LEO?)

• Cost vs. benefit study• Cost expressed in terms of mission complexity• Benefit expressed in terms of OSSE impact metrics

Page 3: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

The Nature Run• Nature Runs

• T511 provided by ECMWF• WRF provided by NOAA

• 27,9,3,1 km nested domains

• A hurricane case in August• Model cloud issues

• T511 reports much greater cloud coverage than the WRF does• Plan to adjust the WRF cloud coverage post NR generation.

Page 4: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

WRF MESOSCALE NR – Nested Grids (27, 9, 3 and 1 km)

Polar orbitingsatellite ground track

Page 5: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

WRF MESOSCALE NR 8/04/12Z – Domain 1 Cloud Fraction Level 10

Page 6: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

WRF MESOSCALE NR 8/04/12Z – Domain 2 Cloud Fraction Level 10

Page 7: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

WRF MESOSCALE NR 8/04/12Z – Domain 3 Cloud Fraction Level 10

Page 8: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

WRF MESOSCALE NR 8/04/12Z – Domain 4 Cloud Fraction Level 10

Page 9: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

Nature Run Cloud Coverage Issues

Page 10: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

WRF High Level (100-400mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

T511 High Level (100-400mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

Page 11: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

WRF MID Level (400-750mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

T511 MID Level (400-750mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

Page 12: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

WRF low Level (Below 750mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

-0.1 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1Cloud Fraction (Percentage)

0

0.2

0.4

0.6

0.8

1

Per

cent

Occ

urre

nce

T511 low Level (Below 750mb) Cloud Fraction HistogramOver WRF Nature Run Domain 1

2005080500 - 00Z

Page 13: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

The “reference” sampling case

Page 14: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates
Page 15: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates
Page 16: Developing the configuration trade space for space-based DWLs: vertical and horizontal coverage G. D. Emmitt, S. A. Wood and S. Greco Simpson Weather Associates

Summary• Cloud free DWL-like product simulations for 10 days have been

completed for predictability reference experiments• Adjustment schemes to WRF NR clouds are being discussed and

evaluated• Trade studies will be performed as described by Bob Atlas in previous

presentation