model simulations of ozone formation over israel, the west bank, and jordan e. weinroth, m. luria,...

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Formation Over Israel, The West Formation Over Israel, The West Bank, And Jordan Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg M. Peleg and Y. Mahrer and Y. Mahrer Seagram Center for Soil and Water Sciences Faculty of Seagram Center for Soil and Water Sciences Faculty of Agriculture Agriculture The Hebrew University Rehovot 76100 Israel The Hebrew University Rehovot 76100 Israel R. Bornstein R. Bornstein , Dept. of Meteorology, San Jose State , Dept. of Meteorology, San Jose State University, University, San Jose, CA, USA San Jose, CA, USA S. Kasakseh, Applied Research Institute Jerusalem S. Kasakseh, Applied Research Institute Jerusalem Bethlehem, West bank Bethlehem, West bank 27 27 th th NATO/CCMS/ITM NATO/CCMS/ITM Banff Center, Banff, Alberta, Canada Banff Center, Banff, Alberta, Canada 24-29 Oct 2004 24-29 Oct 2004

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Page 1: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Model Simulations Of Ozone Formation Model Simulations Of Ozone Formation Over Israel, The West Bank, And JordanOver Israel, The West Bank, And Jordan

E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. PelegE. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Pelegand Y. Mahrerand Y. Mahrer

Seagram Center for Soil and Water Sciences Faculty of AgricultureSeagram Center for Soil and Water Sciences Faculty of AgricultureThe Hebrew University Rehovot 76100 IsraelThe Hebrew University Rehovot 76100 Israel

R. BornsteinR. Bornstein, Dept. of Meteorology, San Jose State University, , Dept. of Meteorology, San Jose State University, San Jose, CA, USASan Jose, CA, USA

S. Kasakseh, Applied Research Institute JerusalemS. Kasakseh, Applied Research Institute JerusalemBethlehem, West bankBethlehem, West bank

2727thth NATO/CCMS/ITM NATO/CCMS/ITMBanff Center, Banff, Alberta, CanadaBanff Center, Banff, Alberta, Canada

24-29 Oct 200424-29 Oct 2004  

Page 2: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Acknowledgment

• Israel Ministry of Infrastructure • Israel Ministry of Environment • HUJI: H. Leshner, Prof. A. Danin,

Dr. R. Kadmon, I. levy• SJSU: T. Michaels, J. Wilkinson • Israel CBS: Dr. R. Shishinski,

S. Kats, O. Stone • INNPPA: Y.Magal, Y. Taober-

FUNDING: USAID/MERC PROGRAMFUNDING: USAID/MERC PROGRAM

Page 3: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

OUTLINEOUTLINE• PROJECT OBJECTIVES

• METEOROLOGICAL PATTERNS

• RAMS AND MM5 RESULTS

• EMISSION PATTERNS

• CAMx RESULTS

• CONCLUSIONS

Page 4: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Specific objectives:

(1) Install environmental monitoring sites

(2) Prepare environmental databases

(3) Prepare regional climatology

(4) Conduct field campaigns during periods conducive to poor regional AQ

(5) Apply RAMS & MM5 and CAMx to (5) Apply RAMS & MM5 and CAMx to increase understanding of current & increase understanding of current & future air quality problemsfuture air quality problems

Page 5: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Results show

• spatial & temporal variations in met factors & air quality concentrations

• temporal & spatial emission patterns that reflect land use patterns

• RAMS winds reproduce observed transport patterns

• CAMx ozone fields reproduce transboundary transport patterns observed by aircraft

Page 6: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Topo map of study area

Page 7: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Land-use map

Page 8: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 9: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 10: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 11: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Emission Inventory: 1997- 8

• Large Stationary (point) sources (58% fuel consumption)

• 400 Medium Stationary (point) sources (6.6%)• Small Stationary (area) sources (12.2%)• Solvents (area) sources• Biogenic Stationary (area) sources (isoprene

and monoterpene)• Mobile (area) sources, both ground based and

aerial

Page 12: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 13: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

2

4

6

8

10

12

Percentage of pollution

00:00 03:00 06:00 09:00 12:00 15:00 18:00 21:00

Time

Average daily distribution of motor vehicle emissions in Israel

Page 14: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Weather Conditions: Preview

• Pre-episode: subtropical H slow speeds, low mixing depth

• Episode: shallow Persian thermal trough penetrates H withdraws increased surface HPG

augmented westerly sea breeze front inland elevated ozone concentration

Page 15: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 16: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 17: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 18: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

EPA uMM5 at SJSU • As close as possible to RAMS set-up

• 3 nested grids on 96 CPU cluster

• Initialized & updated every 6 hr with ECMWF fields

• Topography from GTOPO30 project, horizontal grid spacing of 30 sec (approx 1 km2)

• Land-use & DTM (25 x 25 m2) for 2nd & 3rd grids

• MM5 Met fields will also be used as input to CAMx • Meso wind convention: flag is 5 m/s & full barb is 1 m/s

Page 19: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 20: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 21: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 22: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 23: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 24: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 25: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 26: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 27: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 28: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer
Page 29: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

CAMx: version 3.10

• Map projection: Polar Stereographic

• Grid area: 270 x 370 km2. Cells 5 X 5 km2

• Transport algorithm: area preserving flux-form advection solver (Bott 1989).

• CBM-IV: Carbon Bond Mechanism + CMC fast solver.

• Plume-in-grid: sub model used for main stationary sources. Maturity parameters 2500 m or 12hr.

Page 30: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

CAMx model

Jerusalem

Jerusalem

Flight Path

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

מקראO3 ppb

1.8.97 15:00

Camx Results vs Airborne Measurements

Page 31: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

CAMx model

Jerusalem

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

מקראO3 ppb

7.8.97 14:00

Jerusalem

Flight Path

Camx Results vs Airborne Measurements

Page 32: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Measurments versus Model results

y = 0.8591x - 9.3931

R2 = 0.3644

-20

0

20

40

60

80

100

120

0 10 20 30 40 50 60 70 80 90 100

model ( o3 ppb)

mea

surm

ents

(

o3

ppb

)

Camx Results vs Measurements

Page 33: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

8 Emission Input Scenarios

1. All emission sources

2. All Industry sources

3. Main (large) Industry sources

4. Medium and small (low) industry

5. Without Industry = Vehicles, Solvents & Vegetation

6. Vehicles only

7. Without vehicles = All Industry, Solvents & Vegetation

8. Without emissions (initial and boundary conditions)

Page 34: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

All emission sources

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Page 35: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

All industry sources

Page 36: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

Legend O3 ppb

1.8.97 15:00

Large industry sources

Page 37: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Low industry sources

Page 38: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Without emission sources

Page 39: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Without industry sources

Page 40: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Vehicle sources

Page 41: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Without vehicle sources

Page 42: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

All industry sources

Page 43: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

0

0-20

20-40

40-60

60-70

70-80

80-90

90-95

95-105

105-120

LegendO3 ppb

1.8.97 15:00

Without emission sources

Page 44: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Ozone Peaks for all Scenarios: 1 Aug ‘97

SourceO3 Peak(ppb)

Comparison to “All Sources” Peak in %(discounting initial 45 ppb)

All sources 116 100%

Without emissions 56 15%

Industry low 58 18%

All industry 98 75%

Industry large 97 73%

Without Industry 82 51%

Without vehicles 103 81%

Vehicles 80 49%

Page 45: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

Future Plans:

GIS/RS from TAU, ARIJ, an EPRI to determine gridded fields of sfc characteristics (e.g., z0, ε, α, LU/LC) for uMM5 and CAMx  

Urbanized EPA MM5 meso-model (uMM5xx) will simulate additional flow cases on the 106 CPU SJSU cluster

CAMx will be run with current precursor emissions using output from the RAMS and uMM5xx simulations

 ARIJ, EPRI, & HUJI planners will identify future emission scenarios from 2010 & 2020 population conditions (when regional populations will be 2 x present values) to test in CAMx

 Jordanian scientists will become part of project

Page 46: Model Simulations Of Ozone Formation Over Israel, The West Bank, And Jordan E. Weinroth, M. Luria, A. Ben-Nun, C. Emery, J. Kaplan, M. Peleg and Y. Mahrer

FIRST CALL: ASAAQ2005

THE 2005 ATMOSPHERIC SCIENCES AND AIR QUALITY CONF WILL BE HELD ON

27-29 APRIL 2005 IN DOWNTOWN SAN FRANCISCO CALIFORNIA, USBA.

ABSTRACT SUBMISSION INFO CAN BE FOUND AT THE AMERICAN METEOR-OLOGICAL SOCIETY WEB PAGE: AMETSOC.ORG OR

FROM BOB BORNSTEIN AT [email protected]

OR FROM GREG CARMICHAEL AT [email protected]