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Davis Intercomparison Experiment
OPAL Ground-ozone Lidar Intercomparisons
with UC-Davis airborne UV ozone analyzer in Davis, California
An example of the intercomparison performed on July 15,1993.
OPAL on a private ranch 200 meters from the Yolo County Airport,
close to Davis, California.
The Cessna-172 airplane of UC-Davis at the Yolo County Airport.
Summary:
The Davis Intercomparison Experiment marked the first long distance trip and
first field campaign of the ETL ground-based ozone lidar OPAL (Ozone Profiling
Atmospheric Lidar) in July 1993. The major objective was to test the remote
sensing capability of OPAL and the accuracy of profiling ozone concentrations
in a field environment.
During the intercomparison OPAL was staring vertically, while the airplane
spiraled close to the lidar beam from the surface to 3 km. Each ascending or
descending spiral took about a half hour. The intercomparison showed that the
agreement between the airborne in situ instrument and the lidar was better
than �10 ppb on the average (see figure above).
Intercomparisons in the horizontal direction using an in situ ozone analyzer
were also carried out in various locations in different experiments with good
agreement (within a few ppb).
Principal Investigators: Yanzeng Zhao and R. Michael Hardesty
Collaborator: Dr. John Carroll, University of California-Davis
Field Crew:
Yanzeng Zhao,
Jim Howell, and
Ann Weickmann
Background:
This experiment was sponsored by California Air Resource Board (CARB).
The lidar was completed in March 1993, and modifications to the seatainer
housing the lidar were completed just few days before shipment.
The objectives of the experiment were:
- To verify the capability of the ETL ozone lidar for remotely sensing
ozone distributions in the lower troposphere, and to evaluate the accuracy
of the ozone lidar measurements.
- To test the integrity of the lidar system and the mobile laboratory
following long distance transport and to test its performance in a field
environment.
The intercomparisons were performed between OPAL and the UC-Davis
DASIBI UV ozone analyzer on board a Cessna 172 airplane, during the period
of July 9 to July 23, 1993, near Davis, California. During the intercomparison
OPAL was staring vertically, the airplane spiraled from the surface to 3 km
around the lidar beam (but not centered at the lidar). The lidar and airplane
data taken during the ascending and descending of the airplane were compared.
Considering the differences in methodology between the lidar and the airplane,
each ozone profile measured by the airplane in one spiral (about a half hour)
is matched with one to four contemporaneous lidar-measured profiles to perform
as accurate an intercomparison as possible. In each lidar-measured ozone
profile only the one altitude section that matches the time of the airplane
measurement is used. Thus, figures show discontinuities in the lidar-measured
profiles. Examples of ten intercomparisons from July 15, July 19, and July 22
are shown in the figures.
Instruments:
- Ground-based ozone lidar OPAL
- TECO UV ozone analyzer (in the lidar)
- Airborne UC-Davis DASIBI UV ozone analyzer (Dr. John Carroll)
- Balloon radiosonde (CARB)
Details of the experiment and the results
Data taking
We began the intercomparison experiment on July 14. Zbout 200 profiles
were collected over seven weekdays. During each of those days, one to
three aircraft flights were made; each flight consisted approximately of a
30-minute ascent and 30-minute descent. The flights took place at various
times of the day between early or mid-morning and mid-afternoon. The lidar
operated continuously during the flights, and usually gathered additional data
before and after the flights.
Differences in methodology between the airborne in situ
measurements and the lidar measurements
It is worth noting the methodological differences between the airborne
in situ measurements and the lidar measurements before discussing the
results of the intercomparison. The lidar was pointed vertically and operated
at 2 Hz pulse rate. Each vertical ozone profile was an average over 7.5 min
at a fixed horizontal location. Depending on wind speed which can vary with
altitude, this 7.5-min average could be equivalent to an averaged profile over
wind trajectories of path lengths ranging from 0 to 10 km. However, the
airplane spiraled up and down with a vertical axis not centered over the lidar
and projecting a large horizontal square, each side of which was much greater
than the altitude range. The airborne DASIBI data are 10-second averages and
correspond to averages over 0.3 to 0.5 km of the flight path, which was
horizontally 0 to 8 km away from the lidar. In addition, the airborne
measurements have an altitude resolution of 20-30 meters, but hardware
problems caused the lidar measurements in Davis to have a much lower
resolution (200-300 m below 1000 m and above 2000 m). Temporal variations of
ozone can be significant as shown in both the airborne measurements and lidar
measurements (see Figs. 6a and 6b). Horizontal variations may also be
significant in certain circumstances, especially at higher altitudes.
Consequently, temporal and spatial variation, range resolution, lidar errors
and in situ inaccuracies are all included in the differences between the
aircraft and lidar measurements.
Click on any figure to view the full-sized version.
![](img/930715-Fig1_s.gif) |
![](img/930715-Fig2_s.gif) |
Figure 1. 07:59-08:29, July 15, 1993 |
Figure 2. 08:49-09:00, July 15, 1993 |
![](img/930715-Fig3_s.gif) |
![](img/930715-Fig4_s.gif) |
Figure 3. 14:45-14:57, July 15, 1993 |
Figure 4. 14:59-15:16, July 15, 1993 |
![](img/930719-Fig5_s.gif) |
![](img/930719-Fig6_s.gif) |
Figure 5. 11:39-12:07, July 19, 1993 |
Figure 6. 12:12-12:35, July 19, 1993 |
![](img/930719-Fig7_s.gif) |
![](img/930719-Fig8_s.gif) |
Figure 7. 14:45-15:17, July 19, 1993 |
Figure 8. 15:23-15:55, July 19, 1993 |
![](img/930722-Fig9_s.gif) |
![](img/930722-Fig10_s.gif) |
Figure 9. 10:32-10:48, July 22, 1993 |
Figure 10. 10:53-11:20, July 22, 1993 |
Considering the above methodological differences, each ozone profile measured
by the airplane in one spiral (about a half hour) is matched with one to four
contemporaneous lidar-measured profiles to perform as accurate an
intercomparison as possible. In each lidar-measured ozone profile only the
one altitude section that matches the time of the airplane measurement is
used. Thus, figures show discontinuities in the lidar-measured profiles.
Figures of intercomparison
Examples of ten intercomparisons from July 15, July 19, and July 22 are shown
in Figs. 1-10. When the atmospheric conditions
were stable and the ozone profiles exhibited small variations, the agreement
between the lidar measurements and the airborne measurements were good (e. g.,
the morning to noon observations like Figs. 1,
2, and 5).
When atmospheric ozone concentration varied rapidly (e. g., the afternoon
observations in Fig. 7,
8, and 10),
greater differences between the aircraft-measured and lidar-measured
ozone profiles were observed. In the afternoon, convective activities might
have caused cells or columns that led to greater horizontal variations. It is
interesting to note that when ozone concentrations fluctuated in higher
altitudes as measured by DASIBI, the lidar measured profiles go straight
through the middle of the fluctuations like vertically averaged profiles. A
reasonable explanation is that the lidar has a lower range resolution in the
altitude range from 2500 to 3500 m. When the aircraft-measured profiles were
smoothed with a resolution similar to the lidar's, the results were
closer. In fact, a running average of the airplane profiles (the averaging
interval was �20 points, equivalent to 500 to 600 m) at higher altitudes was
carried out in Figs. 8 and
10. The smoothed airplane profiles have less
fluctuations and are much closer to the lidar profiles.
Statistics
Statistical calculations for the intercomparisons were carried out for three
altitude intervals (i.e., 0 to 1000 m, 1000 to 2000 m, and 2000 m to 3500 m).
Twenty comparisons of the ozone profiles are included in the calculation for
each layer as the differences in the ozone measurements
(DO3 = O3lidar -
O3air) are calculated with a 50-m interval. Then the average
value of DO3,
aDo3, defined as
and the root-mean-square of (DO3 -
aDo3 ), which represents the
random fluctuation around
aDo3,
defined as
are calculated. A total number of 611 and 392 points were used for the
statistical calculations in the morning and afternoon, respectively. The
results are listed in Table 1. The statistics show that the absolute values
of the bias between the lidar and the airborne measurements were less than
3 ppb for both morning and afternoon, except for the 2000 - 3500 m interval
in the morning, when the bias is -3.7 ppb. The root-mean-square (r.m.s) of
the random differences were less than 10 ppb, except for the highest altitude
interval. The r.m.s of DO3 increased
with altitude, and were greater in the afternoon above the boundary layer
than those in the morning. This might indicate that the atmospheric ozone
concentrations were more horizontally inhomogeneous in the afternoon as
mentioned above. However, even if all the differences are due to errors in
lidar measurements, the above intercomparisons have shown that the overall
error bar for the ozone lidar measurement is acceptable, less than �10 ppb
below 2000 m, and is slightly higher from 2000 to 3500 m. Improvements are
planned to make accuracy even better.
Table 1. Intercomparison of Ozone Vertical Profiles
|
Morning to Noon |
Afternoon |
Altitude (m) |
Average of DO3 (ppb) |
r.m.s. of
(DO3-a
Do3)
(ppb) |
Average of DO3 (ppb) |
r.m.s. of
(DO3-a
Do3)
(ppb) |
0 - 1000 |
1.4 | 5.9 |
0.9 | 5.5 |
1000 - 2000 |
0.1 | 7.5 |
-2.8 | 8.3 |
2000 - 3500 |
-3.7 | 10.5 |
1.5 | 14.7 |
References:
Zhao Y., R.D. Marchbanks, and R.M. Hardesty, "ETL's Transportable Lower
Troposphere Ozone Lidar and its Applications in Air Quality Studies," 42nd
SPIE Annual meeting, 31 July - 1 August, 1997, San Diego, California,
Application of Lidar to Current Atmospheric Topics II, Proceedings of
SPIE #3127, 53-62.
Carroll, J.J. and Y. Zhao, "Comparison of in situ and DIAL Measured vertical
Tropospheric Ozone Profiles," Third International Symposium on Tropospheric
Profiling: Needs and Technologies, August 30 - September 2, 1994, Hamburg,
Germany, 63-65.
Related Topics
OPAL Lidar
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