insights into houston air quality from rawinsonde and

1
Insights into Houston Air Quality from Rawinsonde and Ozonesonde Data Ryan Perna 1 , Sharon Zhong 2 , Gary Morris 3 , Bernhard Rappenglueck 1 , Barry Lefer 1 , Renee Boudreaux 1 , Craig Clements 1 , Bridget Day 1 , Ricky Fuller 1 , Scott Hersey 4 , Brad Morris 5 , Monica Patel 1 , and Leonardo Pedemonte 1 , Michael Leuchner 1 , James Flynn, 1 Barry Shaulis 1 , Paulina Guerrero 1 , Beryl Onakpoya 1 , Meongdo Jang 1 , Daegyun Lee 1 , Susan Street 1 , and Wenqing. Yao 2 1 Dept. of Geosciences, University of Houston, Houston, TX 77204 2 Department of Geography, Michigan State University 3 Dept. of Physics & Astronomy, Valparaiso University, Valparaiso, IN 46383 4 Dept. of Chemical Engineering, California Institute of Technology, Pasadena, CA 91125 5 Brown College, Rice University, Houston, TX 77005 Although the Gulf Coast is simple in topography, the boundary layer structure and wind circulation in the Gulf Coast region of southeastern Texas can be highly variable due to the frequent presence of sea-land breeze circulations, strong nocturnal low-level jets, and larger-scale diurnal wind oscillations. To better understand these boundary layer phenomena, we carried out a suite of boundary layer measurements during the TEXAQS-II (Texas Air Quality Study – II) field campaign. These measurements included Rawinsonde and Ozonesonde soundings to obtain information of the atmospheric thermodynamic structure and wind over urban areas of Houston, along with information about the vertical distribution of ozone. The rawinsonde data can be used to determine the height of the Planetary Boundary Layer (PBL), the strength and depth of the land/sea-breeze circulation, and the structure of the low-level jet and strength of nocturnal inversions. The ozonesonde data can be used to complement other routine ground-based ozone monitoring, validate special aircraft observations, validate and improve air quality model simulations of ozone episodes. Together, they help achieve a better understanding of air pollution problem in Houston and the region. Introduction Figure 2. Ozonesonde package being launched by Ryan Perna (left) and Bridget McEvoy-Day (right). Photo by Craig Clements. For this study, the August-thru-September time frame was chosen since these months usually exhibit the highest frequency of “high ozone” days based on long-term ground-based ozone observations. A “high ozone” day was defined using the criteria specified by the U.S. Environmental Protection Agency (EPA) where the measured 8- hour average ozone mixing ratio in any given station is greater than or equal to 85 ppbv. During 2005, rawinsondes were launched twice per day, one at 700 CDT, corresponding to the standard morning rawinsonde launch time (12Z), and another in early afternoon between 1300 and 1500 CDT. Beginning in 2006, the afternoon rawinsonde launch was moved to 1900 CDT to also coincide with the standard launch time (00 Z). On IOPs (Intensive Operation Periods) that were forecast to be high ozone days, rawinsondes were launched at 500, 1000, 1300, 1600, and 2200 CDT in addition to the standard twice daily launches in order to capture the temporal and vertical development of the PBL. The rawinsondes used were Vaisala RS-92 GPS sondes that measured temperature, pressure, relative humidity, and wind speed/direction. The balloon-borne ozone measurements utilized aqueous solution Model 2Z electrochemical concentration cell (ECC) ozonesondes manufactured by EN-SCI Corporation of Boulder, Colorado, and provided by Valparaiso University. The ozonesondes also measured ambient air pressure, air temperature, relative humidity, and GPS position data for wind speed/direction. Ozonesondes were launched at 700 CDT during the forecasted high- ozone IOPs to illustrate the complex nature of the vertical ozone profile before mixing took place, and to capture the pre-existing residual layer(s). On IOPs and other selected days during the TexAQS-II period, ozonesondes were also launched at 1300 CDT in order to capture the vertical distribution of ozone concentrations at a time of the day when the mixed boundary layer height is fully developed. Site Location The program began in August 2005 when rawinsondes were launched from the University of Houston (UH) coastal center in La Marque, TX (approx. 65 km south of Houston). The launch site was moved to the UH main campus in September of 2005 once approval from the Federal Aviation Administration was obtained. This was done in order to gain further understanding of the urban boundary layer development. The main UH campus site (29.7421 N and 95.3395 W, 11 m above sea level) was chosen due to its central location approximately 5 km to the southeast of downtown Houston and thus it is the most representative site to characterize the structure and dynamics of the urban boundary layer in the Houston area. Methods Downtown Houston University of Houston Results Figure 1. Site Location with map of Texas (top left), map of Houston (top right), and satellite image of the Houston area (bottom). Figure 3. Ozonesonde package after launch. Figure 7. September 2, 2006 morning profile with ozone mixing ratio (ppb), relative humidity (%), and potential temperature (K) Figures 7 and 8 show a phenomena that was observed on September 2, 2006 which seems to be a decrease in ozone mixing ratio within a cloud layer. Though ECC ozonesondes are known to exhibit a negative interference with SO 2 it cannot be excluded that liquid phase SO 2 chemistry may also have an impact on O 3 chemistry. The winds in this cloud deck appear to be from the East which means they may include some increased SO 2 coming from the ship channel industrial region of Houston. This phenomenon was not observed in any other soundings as of yet, since ozonesondes are not typically launched into a cloud layer. More research is underway to determine the nature of this O 3 decrease. Figure 8. Skew-T of lowest 2000 meters showing easterly winds at 1000 m level, in region of ozone drop (5 AM image) Figure 10. Afternoon ozone profile of 9-20-06. Figure 9. Morning ozone profile of 9-20-06 Figure 9 shows a morning ozone profile revealing a significant residual layer above the morning inversion at about 1000 m a.g.l.. Ozone levels are quite low underneath the morning inversion likely due to deposition to the surface and titration by NO. It is likely that downward mixing of approximately 60 ppbv of this residual layer had a significant effect on the increasing O 3 peak values in the afternoon (see Figure 10. The difference between the maximum O 3 values of about 90 ppbv in the afternoon boundary layer and the 60 ppbv originating from the input of the residual layer is most likely due to in-situ O 3 formation. September 20, 2006 was declared a “high-ozone” day by the TCEQ. September 2, 2006 5:00 AM LDT August 31, 2006 PBL Development ("High Ozone Day") Potential Temperature(K) 295 300 305 310 315 320 325 Altit d ( ) 0 1000 2000 3000 4000 5000 5 AM 7 AM 10 AM 1 PM 4 PM 7 PM 10 PM September 2, 2006 "Moderate" Ozone Day Potential Temperature(K) 295 300 305 310 315 320 325 Altit d ( ) 0 1000 2000 3000 4000 5000 5 AM 7 AM 10 AM 1 PM 4 PM 7 PM 10 PM Figure 5. PBL Development on a “Moderate” ozone day as defined by the TCEQ. Figure 6. PBL development on a “High” ozone day as defined by the TCEQ. Figures 5 and 6 illustrate the difference between a “Moderate” and a “High” ozone day in the nature of the PBL development. September 2 was rather well-mixed from early in the morning which helped to keep O 3 levels down. August 31 was a high O 3 day, and the lower PBL height along with the delay in development may have been a factor in increasing Houston’s O 3 levels. Conclusions. The profiles shown on this poster represent select examples of vertical ozone and rawinsonde data. These profiles offer an insight into the vertical differences of ozone vs. non-ozone days. It was found that the downward mixing of the early morning residual layer may have a significant effect on afternoon ozone levels. It was also found that cloud layers may have an impact on ozone concentration. Further analysis will be completed to determine the cause of this effect. Ozone concentration can also be affected by the vertical wind distribution, with easterly winds being especially important in bringing ozone precursors into the urban environment from the industrial region of Houston. Easterly wind directions can also be accompanied by higher continental background ozone levels. Contact info: Ryan Perna [email protected] Bernhard Rappenglueck [email protected] Gary Morris [email protected] Sharon Zhong [email protected] Figure 4a. Potential temperature profiles for ozone episode days in August 2005. Figure 4b Potential temperature profiles for non-ozone episode days in August 2005. Figures 4a, b compare ozone day rawinsonde profiles launched from LaMarque. A slightly lower PBL height and more stable stratification as shown in figure 4 may favor higher ozone concentrations later in the afternoon. It can also be noted that the winds for the non-episode days tended to be from the south, bringing in cleaner air from the Gulf and additional moisture for clouds and precipitation. Figure 4b illustrates this as the profile is much better-mixed when compared to figure 4a, indicated by the vertical potential temperature profile in the boundary layer. Easterly Winds at 1000 meters Decrease in O 3 at 1000 m University of Houston Acknowledgements This project was funded by the Texas Commission on Environmental Quality (TCEQ). Houston, TX Early morning (12Z) soundings of potential temperature for non- ozone episode days in August 2005 Slightly Higher PBL Height on non- ozone episode days mb A11A-0824 September 20, 2006 7:00 AM LDT Ozone(ppb) Potential Temperature(K) 0 50 300 Altit d ( ) 0 1000 2000 3000 4000 Ozone(ppb) Potential Temperature(K) September 20, 2006 1:00 PM LDT Ozone(ppb) Potential Temperature(K) 40 60 80 300 310 320 Altit d ( ) 0 1000 2000 3000 4000 5000 Ozone(ppb) Potential Temperature(K)

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Page 1: Insights into Houston Air Quality from Rawinsonde and

Insights into Houston Air Quality from Rawinsonde and Ozonesonde DataRyan Perna1, Sharon Zhong2, Gary Morris3, Bernhard Rappenglueck1 , Barry Lefer1, Renee Boudreaux1, Craig Clements1, Bridget Day1, Ricky Fuller1, Scott Hersey4, Brad Morris5, Monica Patel1, and Leonardo

Pedemonte1, Michael Leuchner1, James Flynn,1 Barry Shaulis1, Paulina Guerrero1, Beryl Onakpoya1, Meongdo Jang1, Daegyun Lee1, Susan Street1, and Wenqing. Yao2

1Dept. of Geosciences, University of Houston, Houston, TX 772042Department of Geography, Michigan State University

3Dept. of Physics & Astronomy, Valparaiso University, Valparaiso, IN 463834Dept. of Chemical Engineering, California Institute of Technology, Pasadena, CA 91125

5Brown College, Rice University, Houston, TX 77005

Although the Gulf Coast is simple in topography, the boundary layer structure and wind circulation in theGulf Coast region of southeastern Texas can be highly variable due to the frequent presence of sea-land

breeze circulations, strong nocturnal low-level jets, and larger-scale diurnal wind oscillations. To better

understand these boundary layer phenomena, we carried out a suite of boundary layer measurementsduring the TEXAQS-II (Texas Air Quality Study – II) field campaign. These measurements included

Rawinsonde and Ozonesonde soundings to obtain information of the atmospheric thermodynamic structureand wind over urban areas of Houston, along with information about the vertical distribution of ozone.

The rawinsonde data can be used to determine the height of the Planetary Boundary Layer (PBL), thestrength and depth of the land/sea-breeze circulation, and the structure of the low-level jet and strength of

nocturnal inversions. The ozonesonde data can be used to complement other routine ground-based ozonemonitoring, validate special aircraft observations, validate and improve air quality model simulations of

ozone episodes. Together, they help achieve a better understanding of air pollution problem in Houston andthe region.

Introduction

Figure 2. Ozonesonde package being launched by Ryan Perna

(left) and Bridget McEvoy-Day (right). Photo by Craig Clements.

For this study, the August-thru-September time frame was chosen since these months usually exhibit the highestfrequency of “high ozone” days based on long-term ground-based ozone observations. A “high ozone” day was

defined using the criteria specified by the U.S. Environmental Protection Agency (EPA) where the measured 8-hour average ozone mixing ratio in any given station is greater than or equal to 85 ppbv. During 2005,

rawinsondes were launched twice per day, one at 700 CDT, corresponding to the standard morning rawinsondelaunch time (12Z), and another in early afternoon between 1300 and 1500 CDT. Beginning in 2006, the afternoon

rawinsonde launch was moved to 1900 CDT to also coincide with the standard launch time (00 Z). On IOPs(Intensive Operation Periods) that were forecast to be high ozone days, rawinsondes were launched at 500, 1000,

1300, 1600, and 2200 CDT in addition to the standard twice daily launches in order to capture the temporal andvertical development of the PBL. The rawinsondes used were Vaisala RS-92 GPS sondes that measured

temperature, pressure, relative humidity, and wind speed/direction.

The balloon-borne ozone measurements utilized aqueous solution Model 2Z electrochemical concentration cell(ECC) ozonesondes manufactured by EN-SCI Corporation of Boulder, Colorado, and provided by Valparaiso

University. The ozonesondes also measured ambient air pressure, air temperature, relative humidity, and GPSposition data for wind speed/direction. Ozonesondes were launched at 700 CDT during the forecasted high-

ozone IOPs to illustrate the complex nature of the vertical ozone profile before mixing took place, and to capturethe pre-existing residual layer(s). On IOPs and other selected days during the TexAQS-II period, ozonesondes

were also launched at 1300 CDT in order to capture the vertical distribution of ozone concentrations at a time ofthe day when the mixed boundary layer height is fully developed.

Site Location

The program began in August 2005 when rawinsondes were launched from the University of Houston(UH) coastal center in La Marque, TX (approx. 65 km south of Houston). The launch site was moved to

the UH main campus in September of 2005 once approval from the Federal Aviation Administration wasobtained. This was done in order to gain further understanding of the urban boundary layer development.

The main UH campus site (29.7421 N and 95.3395 W, 11 m above sea level) was chosen due to its

central location approximately 5 km to the southeast of downtown Houston and thus it is the mostrepresentative site to characterize the structure and dynamics of the urban boundary layer in the Houston

area.

Methods

Downtown

Houston

University of

Houston

Results

Figure 1. Site Location with map of Texas (top left), map of Houston (top right), and

satellite image of the Houston area (bottom).

Figure 3. Ozonesonde package after launch.

Figure 7. September 2, 2006 morning profile with

ozone mixing ratio (ppb), relative humidity (%), and

potential temperature (K)

Figures 7 and 8 show a phenomena that was observed on September 2, 2006 which seems to be a decrease in ozone

mixing ratio within a cloud layer. Though ECC ozonesondes are known to exhibit a negative interference with SO2 itcannot be excluded that liquid phase SO2 chemistry may also have an impact on O3 chemistry. The winds in this cloud

deck appear to be from the East which means they may include some increased SO2 coming from the ship channel

industrial region of Houston. This phenomenon was not observed in any other soundings as of yet, since ozonesondesare not typically launched into a cloud layer. More research is underway to determine the nature of this O3 decrease.

Figure 8. Skew-T of lowest 2000 meters showing easterly

winds at 1000 m level, in region of ozone drop (5 AM

image)

Figure 10. Afternoon ozone profile of 9-20-06.Figure 9. Morning ozone profile of 9-20-06

Figure 9 shows a morning ozone profile revealing a significant residual layer above the morning inversion at about 1000 m

a.g.l.. Ozone levels are quite low underneath the morning inversion likely due to deposition to the surface and titration by NO.

It is likely that downward mixing of approximately 60 ppbv of this residual layer had a significant effect on the increasing O3

peak values in the afternoon (see Figure 10. The difference between the maximum O3 values of about 90 ppbv in the afternoon

boundary layer and the 60 ppbv originating from the input of the residual layer is most likely due to in-situ O3 formation.September 20, 2006 was declared a “high-ozone” day by the TCEQ.

September 2, 2006 5:00 AM LDT

August 31, 2006 PBL Development ("High Ozone Day")

Potential Temperature(K)

295 300 305 310 315 320 325

Altit

d(

)

0

1000

2000

3000

4000

5000

5 AM

7 AM

10 AM

1 PM

4 PM

7 PM

10 PM

September 2, 2006 "Moderate" Ozone Day

Potential Temperature(K)

295 300 305 310 315 320 325

Altit

d(

)

0

1000

2000

3000

4000

5000

5 AM

7 AM

10 AM

1 PM

4 PM

7 PM

10 PM

Figure 5. PBL Development ona “Moderate” ozone day as

defined by the TCEQ.

Figure 6. PBL developmenton a “High” ozone day as

defined by the TCEQ.

Figures 5 and 6 illustrate the difference between a “Moderate” and a “High” ozone day in the nature of the PBL

development. September 2 was rather well-mixed from early in the morning which helped to keep O3 levels down.August 31 was a high O3 day, and the lower PBL height along with the delay in development may have been a

factor in increasing Houston’s O3 levels.

Conclusions.

The profiles shown on this poster represent select examples of vertical ozone and rawinsondedata. These profiles offer an insight into the vertical differences of ozone vs. non-ozone days.

It was found that the downward mixing of the early morning residual layer may have a

significant effect on afternoon ozone levels. It was also found that cloud layers may have an

impact on ozone concentration. Further analysis will be completed to determine the cause ofthis effect. Ozone concentration can also be affected by the vertical wind distribution, with

easterly winds being especially important in bringing ozone precursors into the urban

environment from the industrial region of Houston. Easterly wind directions can also be

accompanied by higher continental background ozone levels.

Contact info:

Ryan Perna [email protected]

Bernhard Rappenglueck [email protected]

Gary Morris [email protected]

Sharon Zhong [email protected]

Figure 4a. Potential temperature profiles for ozone

episode days in August 2005.

Figure 4b Potential temperature profiles for non-ozone

episode days in August 2005.

Figures 4a, b compare ozone day rawinsonde profiles launched from LaMarque. A slightly lower PBL height and

more stable stratification as shown in figure 4 may favor higher ozone concentrations later in the afternoon. It canalso be noted that the winds for the non-episode days tended to be from the south, bringing in cleaner air from the

Gulf and additional moisture for clouds and precipitation. Figure 4b illustrates this as the profile is much better-mixed

when compared to figure 4a, indicated by the vertical potential temperature profile in the boundary layer.

Easterly Winds at

1000 meters

Decrease in O3

at 1000 m

University of Houston

Acknowledgements

This project was funded by the Texas Commission on Environmental Quality (TCEQ).

Houston, TX

Early morning (12Z) soundings of potential temperature for non-

ozone episode days in August 2005

Slightly Higher PBL

Height on non-

ozone episode days

mb

A11A-0824

September 20, 2006 7:00 AM LDT

Ozone(ppb) Potential Temperature(K)

0 50 300

Altit

d(

)

0

1000

2000

3000

4000

Ozone(ppb)

Potential Temperature(K)

September 20, 2006 1:00 PM LDT

Ozone(ppb) Potential Temperature(K)

40 60 80 300 310 320

Altit

d(

)

0

1000

2000

3000

4000

5000

Ozone(ppb)

Potential Temperature(K)