id.10532 atmospheric dynamics from lidar the research from...

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ID.10532 Atmospheric Dynamics from LIDAR The Research from Vehicle-mounted to Space-borne Doppler Wind LIDAR Zhishen Liu 1 , Zhen Chen 1 , Cuirong Yu 1 , Bingyi Liu 1 , Zhigang Li 2 1 Ocean Remote Sensing Institute, Ocean University of China 2 Lu Dong University

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Page 1: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

ID.10532 Atmospheric Dynamics from LIDAR

The Research from Vehicle-mounted to Space-borne Doppler Wind LIDAR

Zhishen Liu1, Zhen Chen1, Cuirong Yu1, Bingyi Liu1, Zhigang Li2

1 Ocean Remote Sensing Institute, Ocean University of China 2 Lu Dong University

Page 2: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Team Composition

European PI(s) Dr. Oliver Reitebuch, DLR, Germany, [email protected] Prof. Jan-Peter Muller, UCL, UK, [email protected] Chinese PI(s) Prof. LIU Zhi-Shen, OUC, China, [email protected] Dr. YANG Lei, CMA, China, [email protected]

Page 3: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Project Objectives We will provide an independent and credible measurement of radial wind speed, wind profile, 3D wind vector, aerosol-backscatter ratio aerosol extinction coefficient, extinction-to-backscatter ratio (limited in the atmospheric boundary layer and troposphere), sea surface wind vectors using the direct-detect Doppler wind lidar / HSRL (High Spectral Resolution Lidar) with an iodine filter during ADM-Aeolus overpass ground-based lidar site (N 36.04, E 120.20). In addition to the lidar observations, wind profiles and other relevant meteorological data from radiosonde could also be provided. These results can be compared with the data products of ADM-Aeolus, and we will analyze the comparison results and present assessment reports to ESA.

Page 4: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Validation mode

Wind Lidar

北西

发射

大气后向散射信号

测风激光雷达

大气风场

北西

发射

大气后向散射信号

测风激光雷达

大气风场

Ground based Mobile Doppler lidar ADM-Aeolus

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Doppler wind lidar based on iodine filter

Page 6: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

6 0 5 10 15

101

102

103

104

105

106

107

108

Height (km)

Pho

ton

Cou

nts

PMT1PMT2

-3 -2 -1 0 1 2 3

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Relative Frequency (GHz)

Nor

mal

ized

Tra

nsm

issi

on

A

B

aerosol & molecular

molecular

ab

m

R ββ

=

aerosol volume backscatter coefficients molecular volume backscatter coefficients

aerosol backscatter ratio

Page 7: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

• Ground based Doppler wind lidar Wind profile measurements

Doppler lidar in container

Liu et al., 1997, 2002, 2007

0

1

2

3

4

5

6

7

160 180 200 220 240 260 280 300

Lidar Balloon

Wind direction (degree)

Altit

ude

(km

)0

1

2

3

4

5

6

7

0 5 10 15 20 25 30

Lidar Balloon

Wind speed (m/s)

Altit

ude

(km

)

Page 8: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Daytime operation The daytime operation within a range of 12 km is achieved by – matching of divergence and field of view – using fiber to restrain near-field light – using interference filter with narrow bandwidth

0

2

4

6

8

10

12

0 90 180 270 0 90Wind Direction (Degree)

Hei

ght (

km)

SondeLidar

0

2

4

6

8

10

12

0 10 20 30 40 50Wind Speed (m/s)

Hei

ght (

km)

SondeLidar

May 6, 2006 16:50 Wind profile(Left: wind direction, right: wind speed)

Page 9: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

9

backscatter ratio, May 7 2006

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10

Compact and Modular Design

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Mobile Doppler lidar • 3-Dimenssional wind field

measurements including: Wind profile Horizontal wind distribution

Transmitting subsystem Wavelength 532 nm Repetition rates 500 Hz Pulse energy* 3 mJ Line width <100 MHz Spectral purity > 99.9% Divergence 100 μrad Receiving subsystem Field of view 200 μrad Interference filter bandwidth 0.11 nm Interference filter peak transmission 76% PMT quantum efficiency 0.1 Telescope and scanner subsystem Aperture of scanner 320 mm Aperture of telescope 305 mm

Page 12: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Wind Direction (°)

Hei

ght (

km)

0 90 180 270 0 900

1

2

3

4

5

6

Wind Speed (m/s)

Hei

ght (

km)

0 10 20 30 40 500

1

2

3

4

5

6

LidarRadiosonde

Wind profile measured by lidar (blue) and radiosonde (red) in 18 April 2011.

Radiosonde launch time: 19:15,

lidar measurement time: 19:30−19:38,

Blue shadow (3.95-6.25 km) shows

height cover range of radiosonde

during lidar measurement.

Example of wind profile

Page 13: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

0 5 10 15 20 25 30 35 400

5

10

15

20

25

30

35

40

Wind Speed by Radiosonde (m/s)

Win

d Sp

eed

by L

idar

(m/s

)

0

10

20

30

40

50

60

70

80

90

100

n = 2074RMSD = 2.59 m/s

0 5 10 15 20 25 30 35 400

5

10

15

20

25

30

35

40

Wind Speed by Radiosonde (m/s)

Win

d Sp

eed

by L

idar

(m/s

)

0

10

20

30

40

50

60

70

80

90

100

n = 3745RMSD = 2.76 m/s

0 5 10 15 20 25 30 35 400

5

10

15

20

25

30

35

40

Wind Speed by Radiosonde (m/s)

Win

d Sp

eed

by L

idar

(m/s

)

0

5

10

15

20

25

30

35

40

45

50

n = 1671RMSD = 2.95 m/s

Statistics of wind profiles ALL n=3765

PM n=2074

AM n=1671

-15 -10 -5 0 5 10 150

50

100

150

200

250

300

350

400

Lidar Wind - Radiosonde Wind (m/s)

Coun

ts

Bias = 0.75 m/s

-15 -10 -5 0 5 10 150

50

100

150

Lidar Wind - Radiosonde Wind (m/s)

Coun

ts

Bias = 1.28 m/s

-15 -10 -5 0 5 10 150

50

100

150

200

250

Lidar Wind - Radiosonde Wind (m/s)

Coun

ts

Bias = 0.32 m/sALL n=3765

PM n=2074

AM n=1671

RMS 2.76m/s

RMS 2.59m/s

RMS 2.95m/s

Bias 0.75m/s

Bias 0.32m/s

Bias 1.28m/s

Page 14: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Sea surface wind

0 1 2 3 4 5 6 7 8 9 1010

-2

10-1

100

101

102

103

Height (km)

Phot

on C

ount

s

Measurement ADReference ADMeasurement PCReference PCMeasurement GluedReference Glued

120.42 120.43 120.44 120.4536.02

36.03

36.04

36.05

36.06Qingdao

Maidao

Longitude

Latit

ude

m/s

0

1

2

3

4

5

6

7

8

9

10

Raw data

LOS wind

Sea surface wind

Horizontal wind vector (at height h)

VAP method

Directional measurement: zero wind ratio r0, sensitivity S

Scanning measurement: wind ratio RW,i

LOS velocity (with systematic bias)

LOS velocity

VAD calibration

LOS velocity:

Removing systematic bias

Horizontal wind vector (at 10m height)

Height adjustment

, 0,

0

W iFLOS i

R rRVS r S

−= =

Page 15: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

120.40 120.41 120.42 120.43 120.44 120.45 120.46 120.47 120.4836.00

36.01

36.02

36.03

36.04

36.05

36.06

m/s

Longitude (°E)

Maidao

Qingdao

Latit

ude

( °N

)

-20

-15

-10

-5

0

5

10

15

20

Example of sea surface wind before rain (LOS velocity) August 18, 2007 08:10~08:30 (Time interval: 2 min)

Page 16: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Experiment period: 1.August 8~23 2.September 6~13

Meteorological Service for 2008 Olympic Sailing Game

120.42 120.43 120.44 120.4536.02

36.03

36.04

36.05

36.06Qingdao

Maidao

Longitude

Latit

ude

m/s

0

1

2

3

4

5

6

7

8

9

10

Page 17: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Wind profile measurements during spacecraft landing

Wind profiles before landing of Shenzhou 7

Page 18: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

18

Reported by worldwide media

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19

Moving measurements of the Mobile Doppler LIDAR

Page 20: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Wind profile (VAD method)

0 90 180 270 360-10

-5

0

5

10

Azimuth (°)

LOS

velo

city

(m/s)

LOSsine-fit

0 90 180 270 0 900

2

4

6

8

10

Wind Direction (°)

Hei

ght (

km)

0 20 40 60 800

2

4

6

8

10

Wind Speed (m/s)

Hei

ght (

km)

Page 21: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

机载光学稳定隔振平台结构模拟图

Page 22: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Maximum altitude 3500 m Maximum take-off weight 5.3 ton

Actual flight altitude 3000 m Aircraft net weight 4.6 ton

Flight range 15000 km Speed 250 km/h

Payload 0.7 ton Actual speed 200 km/h

Aircraft: Y-12

Page 23: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Airborne measurements

0 100 200 300 400 5000.33

0.35

0.37

0.39

0 100 200 300 400 5000.3

0.330.350.370.39

0 100 200 300 400 5000.33

0.35

0.37

Time /S

Win

d Ra

tio

0 100 200 300 400 5000

100

200

300400

0 100 200 300 400 5000

100

200

300400

0 100 200 300 400 5000

100

200

300400

Head

ing

/Deg

ree

1.5km

2.0km

2.5km

cross section of wind ratio wind ratio with altitude

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OUC ORSI 24

Spaceborne Wind Lidar Simulation

Page 25: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

OUC ORSI 25

Simulated Wind Error

Spaceborne Wind Lidar Simulation

ALADIN Wind Error by ESA

Page 26: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

Conclusions

• Ground based Doppler lidar for measuring wind profile was developed.

• Mobile Doppler lidar was developed for wind profile and 3D wind field measurements.

• Airborne Doppler lidar for measuring wind profile was tested. • Simulation of spaceborne Doppler lidar was performed.

Page 27: ID.10532 Atmospheric Dynamics from LIDAR The Research from ...earth.esa.int/dragon-2015-programme/liu-the... · ID.10532 Atmospheric Dynamics from LIDAR . The Research from Vehicle-mounted

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