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Lalitaporn P, Mekaumnuaychai T. Satellite measurements of aerosol optical depth and carbon monoxide and comparison with ground data. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 192:369. [PMID: 32415358 DOI: 10.1007/s10661-020-08346-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 05/04/2020] [Indexed: 06/11/2023]
Abstract
Satellite data of aerosol optical depths (AODs) from the moderate resolution imaging spectroradiometer (MODIS) and carbon monoxide (CO) columns from the measurements of pollution in the troposphere (MOPITT) were collected for the study in Northern Thailand. Comparative analyses were conducted of MODIS (Terra and Aqua) AODs with ground particulate matter with diameter below 10 microns (PM10) concentrations and MOPITT CO surface/total columns with ground CO concentrations for 2014-2017. Temporal variations in both the satellite and ground datasets were in good agreement. High levels of air pollutants were common during March-April. The annual analysis of both satellite and ground datasets revealed the highest levels of air pollutants in 2016 and the lowest levels in 2017. The AODs and PM10 concentrations were at higher levels in the morning than in the afternoon. The comparison between satellite products showed that AODs correlated better with the CO total columns than the CO surface columns. The regression analysis presented better performance of Aqua AODs-PM10 than Terra AODs-PM10 with correlation coefficients (r) of 0.72-0.83 and 0.57-0.79, respectively. Ground CO concentrations correlated better with MOPITT CO surface columns (r = 0.65-0.73) than with CO total columns (r = 0.56-0.72). The r values of satellite and ground datasets were greatest when the analysis was restricted to November-March (dry weather periods with possible low mixing height (MH)). Overall, the results suggested that the relationships between satellite and ground data can be used to develop predictive models for ground PM10 and CO in northern Thailand, particularly during air pollution episodes located where ground monitoring stations are limited.
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Affiliation(s)
- Pichnaree Lalitaporn
- Department of Environmental Engineering, Faculty of Engineering, Kasetsart University, Bangkok, 10900, Thailand.
| | - Tipvadee Mekaumnuaychai
- Department of Environmental Engineering, Faculty of Engineering, Kasetsart University, Bangkok, 10900, Thailand
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Validation of Carbon Monoxide Total Column Retrievals from SCIAMACHY Observations with NDACC/TCCON Ground-Based Measurements. REMOTE SENSING 2018. [DOI: 10.3390/rs10020223] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Hooghiemstra PB, Krol MC, van Leeuwen TT, van der Werf GR, Novelli PC, Deeter MN, Aben I, Röckmann T. Interannual variability of carbon monoxide emission estimates over South America from 2006 to 2010. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2012jd017758] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Hooghiemstra PB, Krol MC, Bergamaschi P, de Laat ATJ, van der Werf GR, Novelli PC, Deeter MN, Aben I, Röckmann T. Comparing optimized CO emission estimates using MOPITT or NOAA surface network observations. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd017043] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Boynard A, Pfister GG, Edwards DP. Boundary layer versus free tropospheric CO budget and variability over the United States during summertime. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd016416] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Zhang Y, Chen Y, Sarwar G, Schere K. Impact of gas-phase mechanisms on Weather Research Forecasting Model with Chemistry (WRF/Chem) predictions: Mechanism implementation and comparative evaluation. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd015775] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fortems-Cheiney A, Chevallier F, Pison I, Bousquet P, Szopa S, Deeter MN, Clerbaux C. Ten years of CO emissions as seen from Measurements of Pollution in the Troposphere (MOPITT). ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2010jd014416] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Duflot V, Dils B, Baray JL, De Mazière M, Attié JL, Vanhaelewyn G, Senten C, Vigouroux C, Clain G, Delmas R. Analysis of the origin of the distribution of CO in the subtropical southern Indian Ocean in 2007. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2010jd013994] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Worden HM, Deeter MN, Edwards DP, Gille JC, Drummond JR, Nédélec P. Observations of near-surface carbon monoxide from space using MOPITT multispectral retrievals. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2010jd014242] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Deeter MN, Edwards DP, Gille JC, Emmons LK, Francis G, Ho SP, Mao D, Masters D, Worden H, Drummond JR, Novelli PC. The MOPITT version 4 CO product: Algorithm enhancements, validation, and long-term stability. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd013005] [Citation(s) in RCA: 127] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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de Laat ATJ, Gloudemans AMS, Aben I, Schrijver H. Global evaluation of SCIAMACHY and MOPITT carbon monoxide column differences for 2004–2005. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd012698] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Ho SP, Edwards DP, Gille JC, Luo M, Osterman GB, Kulawik SS, Worden H. A global comparison of carbon monoxide profiles and column amounts from Tropospheric Emission Spectrometer (TES) and Measurements of Pollution in the Troposphere (MOPITT). ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2009jd012242] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Kar J, Jones DBA, Drummond JR. Comment on “Seasonal distribution of ozone and its precursors over the tropical Indian region using regional chemistry-transport model” by Sompriti Roy et al. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2009jd011742] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Edwards DP, Arellano AF, Deeter MN. A satellite observation system simulation experiment for carbon monoxide in the lowermost troposphere. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd011375] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Kopacz M, Jacob DJ, Henze DK, Heald CL, Streets DG, Zhang Q. Comparison of adjoint and analytical Bayesian inversion methods for constraining Asian sources of carbon monoxide using satellite (MOPITT) measurements of CO columns. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2007jd009264] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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McMillan WW, Warner JX, Comer MM, Maddy E, Chu A, Sparling L, Eloranta E, Hoff R, Sachse G, Barnet C, Razenkov I, Wolf W. AIRS views transport from 12 to 22 July 2004 Alaskan/Canadian fires: Correlation of AIRS CO and MODIS AOD with forward trajectories and comparison of AIRS CO retrievals with DC-8 in situ measurements during INTEX-A/ICARTT. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009711] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Yurganov LN, McMillan WW, Dzhola AV, Grechko EI, Jones NB, van der Werf GR. Global AIRS and MOPITT CO measurements: Validation, comparison, and links to biomass burning variations and carbon cycle. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009229] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Warner J, Comer MM, Barnet CD, McMillan WW, Wolf W, Maddy E, Sachse G. A comparison of satellite tropospheric carbon monoxide measurements from AIRS and MOPITT during INTEX-A. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007925] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Tang Y, Carmichael GR, Thongboonchoo N, Chai T, Horowitz LW, Pierce RB, Al-Saadi JA, Pfister G, Vukovich JM, Avery MA, Sachse GW, Ryerson TB, Holloway JS, Atlas EL, Flocke FM, Weber RJ, Huey LG, Dibb JE, Streets DG, Brune WH. Influence of lateral and top boundary conditions on regional air quality prediction: A multiscale study coupling regional and global chemical transport models. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd007515] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Youhua Tang
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - Gregory R. Carmichael
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - Narisara Thongboonchoo
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - Tianfeng Chai
- Center for Global and Regional Environmental Research; University of Iowa; Iowa City Iowa USA
| | - Larry W. Horowitz
- Geophysical Fluid Dynamics Laboratory; NOAA; Princeton New Jersey USA
| | | | | | | | - Jeffrey M. Vukovich
- Carolina Environmental Program; University of North Carolina; Chapel Hill North Carolina USA
| | | | | | - Thomas B. Ryerson
- Chemical Sciences Division, Earth System Research Laboratory; NOAA; Boulder Colorado USA
| | - John S. Holloway
- Chemical Sciences Division, Earth System Research Laboratory; NOAA; Boulder Colorado USA
| | - Elliot L. Atlas
- Rosenstiel School of Marine and Atmospheric Science; University of Miami; Miami Florida USA
| | - Frank M. Flocke
- National Center for Atmospheric Research; Boulder Colorado USA
| | - Rodney J. Weber
- School of Earth and Atmospheric Sciences; Georgia Institute of Technology; Atlanta Georgia USA
| | - L. Gregory Huey
- School of Earth and Atmospheric Sciences; Georgia Institute of Technology; Atlanta Georgia USA
| | - Jack E. Dibb
- Institute for the Study of Earth, Oceans, and Space; University of New Hampshire; Durham New Hampshire USA
| | | | - William H. Brune
- Department of Meteorology; Pennsylvania State University; University Park Pennsylvania USA
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