Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil,...

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Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division Meteorology and Oceanography Group Space Applications Centre (ISRO) Ahmedabad 380 015, India.

Transcript of Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil,...

Page 1: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Feasibility of Deriving Surface and Atmospheric Parameters over Land

using TRMM-TMI

B. S. Gohil, Atul K. Varma and A. K. MathurOceanic Sciences DivisionMeteorology and Oceanography GroupSpace Applications Centre (ISRO)Ahmedabad 380 015, India.

Page 2: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

TB(,p) = TBDN ()(1-(TS, ,p)) +TS (TS, ,p) ()+TBUP

The brightness temperature received by microwave radiometer looking towards earth in non-scattering atmosphere in a thermodynamic equilibrium is given by:

TBDN

TBUP

SurfaceTs,

TB

TBS

For attenuation by atmospheric gases – Liebe (1992) model

Absorption by non-precipitating clouds – Paris (1971)

Page 3: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Emissivities of (1) first year ice, (2) multiyear ice and (3) open water at H-polarization and 50o incidence angle (Pedersen, 1988)

Assumption:

V19 V23 V37 = V

H19 H23 H37 = H

V or H 0

Page 4: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Constitution of database , TS, TBUP, TBDN, CLW, WV

• TS – from Climatology

• Pressure profiles simulated from hydrostatic equation

• V and H are proxy

V is moved from 0.4 tp 1.0 and H such that H < V

V-H = V - H = 0 to 0.6

Parameter Min Max Mean SD

SST (K) 255 315 282.6 17.5

WV (g/cm2) 0.03 8.99 2.13 2.27

CLW (g/cm2) 0 0.19 0.05 0.05

Page 5: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Simulation of Water Vapor profiles

RH is linearly varied from surface to tropopause

RH is varied at the surface

Temperature Lapse Rate of Standard Atmosphere are adopted

WV profile is derived using RH and T profiles

If clouds present RH = 100% at the base of the clouds

Surface

Tropopause (16 km)

RH=0

Page 6: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Simulation of CloudsCase: 1

Case: 2

Case: 3

Freezing level

Freezing level

Freezing level

CLW is maximum at freezing level

CLW (max) = 5% or 10% of cloud thickness in gm/m3

Raining clouds have not been considered

Page 7: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

i2

BS

5

1iBM5

1ii

W*)T(TW

1

Minimization

Wi is weight, that for water vapor taken as:

0.5 for 19 GHz

0.8 for 23 GHz

0.7 for 37 GHz

Page 8: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

TMI Characteristics

Page 9: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Examples of IWV

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IWV-July 15 2002

Page 11: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

IWV - July 16 2002

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IWV - July 17 2002

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IWV - June 1 2003

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IWV - June 2 2003

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Examples of Emissivity

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Emissivity (V) -July 15 2002

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Emissivity (V) - July 16 2002

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Emissivity - July 17 2002

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Emissivity - June 1 2003

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Emissivity - June 2 2003

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Examples of Emissivity Diff.(V-H)

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Emissivity Difference (V-H) -July 15 2002

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Emissivity Difference (V-H) -July 16 2002

Page 24: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Emissivity Difference (V-H) -July 17 2002

Page 25: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Emissivity Difference (V-H) -June 1 2003

Page 26: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Emissivity Difference (V-H) -June 2 2003

Page 27: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Examples of Land Surface Temperature (LST)

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LST -July 15 2002

Page 29: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

LST -July 16 2002

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LST -July 17 2002

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LST -June 1 2003

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LST -June 2 2003

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Examples of CLW

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CLW - July 15 2002

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CLW – July 16 2002

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CLW - July 17 2002

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CLW - June 1 2003

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CLW - June 2 2003

Page 39: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

TMI DERIVED GEOPHYSICAL PARAMETERS OVER LAND (JUN 3, ’03-15GMT)

(Gohil, et al, 2003)Abs

Page 40: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Comparison

NCEP Reanalysis Jun 03, 2003 (Daily Mean)TMI Derived WVC over Land (Jun 03, 2003/15

GMT)(Over ocean – Wentz Product)

Page 41: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Conclusion

• Study shows good prospects for estimation of Atmospheric and Surface parameters, especially water vapor over land.

• Study needs to be more refined with more case studies and inter-comparison/validation.

Page 42: Feasibility of Deriving Surface and Atmospheric Parameters over Land using TRMM-TMI B. S. Gohil, Atul K. Varma and A. K. Mathur Oceanic Sciences Division.

Thanks