TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red...

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TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25, Fax: (303) 772 6827, [email protected]

Transcript of TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red...

Page 1: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

TEMPERATURE LAPSE RATE ESTIMATION BY

DOPPLER SODARJean-Michel FAGE, PRESIDENT, REMTECH INC,

2 Red Oak Road, St James NY 11780, USA

Tel: (303) 772 68 25, Fax: (303) 772 6827, [email protected]

Page 2: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

OBJECTIVE

The goal of the study is to determine if it is possible to use the data from a Doppler SODAR to determine the lapse rate under stable conditions.

Compare data from SODAR with tall tower to develop empirical coefficients for further use and algorithm development.

Page 3: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

DATA SOURCE FOR INITIAL ALGORITHM DEVELOPMENT

Kernforschungszentrum (Nuclear Research Center), Karlsruhe, Germany)

200 meter measurement tower

Page 4: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

The PA2 SODAR, similar to the system at Kernforschungszentrum

(Nuclear Research Center) in Karlsruhe (West Germany)

Page 5: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

The following approach corresponds to the so-called “Level 2” of Mellor & Yamda where advection and diffusion terms are neglected in the Fluid Mechanics equations, which leads to (in the PBL approximation):

 q3/ 1= – uw (U / z) – vw (V/z) + g w’

 q ²/2 = – w’ (/z)

 where: - characteristics lengths

- u, w horizontal and vertical speed fluctuations - ’ potential temperature fluctuation - q kinetic energy - sigma of the potential temperature fluctuations

THEORY

Page 6: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

The derivation resolves down to:

/ z E 3/2 w-1

 

The empirical formula, which is applied to the SODAR data reads:

/ z = A + B E 3/2 w-1

A and B are empirical coefficients which have been estimated using previous data.

THEORY

Page 7: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

A and B coefficients of the lapse rate formula vary

They are constantly recalibrated using two techniques:

- if the RASS is not present we infer that the atmosphere is adiabatic at least for a few hundred meters above the surface layer during the afternoon - if the RASS is present we use the RASS data themselves by a least square optimization between the RASS data derived lapse rate and the lapse rate obtained from the Sodar only.

THEORY

Page 8: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

6.0°C/100m

3.0°C/100m

0.0°C/100m

-3.0°C/100m

-___ TOWER ----- SODAR

Page 9: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

STATISTICS

Correlation Between SODAR and Tower: 0.78

Standard Deviation of the difference between the SODAR and tower, by level (in °C/100 m):

180 m 0.63160 m 0.54140 m 0.60120 m 0.64100 m 0.78 80 m 0.98 60 m 1.13

Page 10: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

PA0 SODAR Antenna

Page 11: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

WIND SPEED DATA FROM PA0 ON ROOF

Page 12: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

LAPSE RATE DATA FROM PA0 ON ROOF

Page 13: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

PA5 Antenna

RASS Antennas

Solar Power Array

Radio Acoustic Sounding System (RASS)

Page 14: TEMPERATURE LAPSE RATE ESTIMATION BY DOPPLER SODAR Jean-Michel FAGE, PRESIDENT, REMTECH INC, 2 Red Oak Road, St James NY 11780, USA Tel: (303) 772 68 25,

CONCLUSIONS

1. Possible to measure lapse rate with SODAR

2. Can be included with all versions of the SODAR

3. Empirical nature of system requires it to learn at each site for a period of time

4. System improves with RASS as part of the system