Spatial distribution and temporal variation of aerosol optical depth in the Sichuan basin, China, the recent ten years

Atmospheric Environment

Volumn 147, Issue , 2016, Pages 434-445

  Liu, Xinyu ^a,b   Chen, Quanliang ^a   Che, Huizheng ^c   Zhang, Renjian ^b   Gui, Ke ^a,c   Zhang, Huan ^a   Zhao, Tianliang ^d  

^a CHENGDU UNIVERSITY OF INFORMATION TECHNOLOGY   (China)

^b INSTITUTE OF ATMOSPHERIC PHYSICS   (China)

^c STATE KEY LABORATORY OF SEVERE WEATHER   (China)

^d NANJING UNIVERSITY OF INFORMATION SCIENCE AND TECHNOLOGY   (China)

Author keywords

AOD; CE 318 sun photometric; Chengdu; MODIS; Sichuan

Indexed keywords

ATMOSPHERIC AEROSOLS; OPTICAL PROPERTIES; PHOTOMETRY; RADIOMETERS; SATELLITE IMAGERY;

AEROSOL OPTICAL DEPTHS; CHENGDU; CORRELATION COEFFICIENT; ENVIRONMENTAL REMEDIATION; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; MODIS; SICHUAN; TEMPORAL VARIATION;

SPATIAL DISTRIBUTION;

AEROSOL; ATMOSPHERIC MODELING; HAZE; MODIS; OPTICAL DEPTH; PHOTOMETER; SPATIAL DISTRIBUTION; SPATIAL VARIATION; TEMPORAL VARIATION;

AEROSOL; AIR POLLUTANT; AIR POLLUTION; AIR POLLUTION CONTROL; ARTICLE; ATMOSPHERIC DISPERSION; AUTUMN; CHINA; CONTROLLED STUDY; ECOSYSTEM RESTORATION; HAZE; HUMIDITY; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; OPTICAL DEPTH; PHOTOMETER; PHOTOMETRY; PRIORITY JOURNAL; RADIATION DETECTOR; RADIOMETRY; SEASONAL RAIN FOREST; SEASONAL VARIATION; SPATIOTEMPORAL ANALYSIS; SPECTROMETER; SPRING; SUN; TREND STUDY;

CHENGDU; CHINA; SICHUAN;

EID: 84992195291     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2016.10.008     Document Type: Article

References (59)

1. Acharya, Y.B., Jayaraman, A., Ramachandran, S., Subbaraya, B.H., Compact light emitting diode Sun photometer for atmospheric optical depth measurement. Appl. Opt. 34:7 (1995), 1209–1214.
2. Alam, K., Iqbal, M.J., Blaschke, T., Qureshi, S., Khan, G., Monitoring spatio-temporal variations in aerosols and aerosol–cloud interactionsover Pakistan using MODIS data. Adv. Space Res. 46:9 (2010), 1162–1176.
3. Anderson, T.L., Charlson, R.J., Schwartz, S.E., Knutti, R., Boucher, O., Rodhe, H., Climate forcing by aerosols: a hazy picture. Science 300:5622 (2003), 1103–1104.
4. Anderson, J.C., Wang, J., Zeng, J., Leptoukh, G., Petrenko, M., Ichoku, C., Hu, C., Long-term statistical assessment of Aqua-MODIS aerosol optical depth over coastal regions: bias characteristics and uncertainty sources. Tellus Ser. B-chemical Phys. Meteorology 65:17 (2013), 129–133.
5. Arola, A., Schuster, G., Myhre, G., Kazadzis, S., Dey, S., Tripathi, S.N., Inferring absorbing organic carbon contents from AERONET data. Atmos. Chem. Phys. 10:8 (2011), 215–225.
6. Badarinath, K.V.S., Latha, K.M., Chand, T.R.K., Gupta, P.K., Impact of biomass burning on aerosol properties over tropical wet evergreen forests of Arunachal Pradesh, India. Atmos. Res. 91:1 (2009), 87–93.
7. Bates, T.S., Huebert, B.J., Gras, J.L., Griffiths, F.B., Durkee, P.A., International Global Atmospheric Chemistry (IGAC) Project's first aerosol characterization experiment (ACE1): overview. J. Geophys. Res. Atmos. 103:D13 (1998), 16297–16318.
8. Behnert, I., Matthias, V., Doerffer, R., Aerosol climatology from ground-based measurements for the southern North Sea. Atmos. Res. 84:3 (2007), 201–220.
9. Brooks, D.R., Lii, F.M.M., Development of an inexpensive Hand held LED-based Sun photometer for the GLOBE program. J. Geophys. Res. Atmos. 106:D5 (2001), 4733–4740.
10. Chang, D., Song, Y., Liu, B., Visibility trends in six megacities in China 1973–2007. Atmos. Res. 94:2 (2009), 161–167.
11. Che, H., Zhang, X., Chen, H., Damiri, B., Goloub, P., Li, Z., Zhang, X., Wei, Y., Zhou, H., Dong, F., Li, D., Zhou, T., Instrument calibration and aerosol optical depth validation of the China aerosol remote sensing network. J. Geophys. Res. Atmos. 114:D3 (2009), 1065–1066.
12. Che, H., Zhang, X., Xia, X., Goloub, P., Holben, B., Zhao, H., Wang, Y., Zhang, X., Wang, H., Blarel, L., Damiri, B., Zhang, R., Deng, X., Ma, Y., Wang, T., Geng, F., Qi, B., Zhu, J., Yu, J., Chen, Q., Shi, G., Ground-based aerosol climatology of China: aerosol optical depths from the China Aerosol Remote Sensing Network (CARSNET) 2002–2013. Atmos. Chem. Phys. 15 (2015), 7619–7652.
13. Chen, F., Doddridge, W.A., Dickerson, B.G., Origins of fine aerosol mass in the Baltimore–Washington corridor: implications from observation, factor analysis, and ensemble air parcel back trajectories. Atmos. Environ. 36:28 (2002), 4541–4554.
14. Chu, D., Kaufman, Y.J., Zibordi, G., Global monitoring of air pollution over land from the earth observing system-terra moderate resolution imaging spectroradiometer (MODIS). J. Geophys. Res., 108(108), 2003, 21.
15. Dubovik, O., Holben, B., Eck, T.F., Smirnov, A., Kaufman, Y.J., King, M.D., Tanré, D., Slutsker, I., Variability of absorption and optical properties of key aerosol types observed in worldwide locations. J. Atmos. Sci. 59:3 (2002), 590–608.
16. Dubovik, O., Smirnov, A., Holben, B.N., King, M.D., Kaufman, Y.J., Eck, T.F., Slutsker, I., Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements. J. Geophys. Res. Atmos. 105:D8 (2000), 9791–9806.
17. Fröhlich, C., Shaw, G.E., New determination of Rayleigh scattering in the terrestrial atmosphere. Appl. Opt. 19:11 (1980), 1773–1775.
18. Fu, C., Wu, J., The different characteristics of sunny visibility over southwest China in recent 50 years. Procedia Environ. Sci. 10:1 (2011), 247–254.
19. Gui, K., Che, H., Chen, Q., Yu, J., Zheng, Y., Lu, S., Wang, H., Wang, Y., Zhang, X., Shi, G., Analysis of the error in retrievals of aerosol optical properties from sunphotometer measurements of CARSNET due to a variety of objective factors. Atmosphere, 7(1), 2016, 9.
20. Holben, B.N., Tanre, D., Smirnov, A., Eck, T., Slutsker, I., Abuhassan, N., Newcomb, W.W., Schafer, J., Chatenet, B., Lavenue, F., An emerging ground-based aerosol climatology: aerosol optical depth from AERONET. J. Geophys. Res. Atmos. 106:D11 (2001), 12067–12097.
21. Holben, B.N., Eck, T.F., Slutsker, I., Tanre, D., Buis, J.P., Setzer, A., Vermote, E., Reagan, J.A., Kaufman, Y., Nakajima, T., AERONET—A federated instrument network and data archive for aerosol characterization. Remote Sens. Environ. 66:1 (1998), 1–16.
22. Huang, J., Minnis, P., Chen, B., Dust aerosol effect on semi-arid climate over Northwest China detected from A-Train satellite measurements. Atmos. Chem. Phys. 10:14 (2010), 6863–6872.
23. Kaskaoutis, D.G., Sinha, P.R., Vinoj, V., Aerosol properties and radiative forcing over Kanpur during severe aerosol loading conditions. Atmos. Environ. 79:7 (2013), 7–19.
24. Kasten, F., A new table and approximate formula for relative optical air mass. Arc. Theor. Appl. Climatol. 14:2 (1965), 206–233.
25. Kasten, F., Young, A.T., Revised optical air mass tables and approximation formula. Appl. Opt. 28:22 (1989), 4735–4738.
26. Kaufman, Y.J., Tanré, D., Boucher, O., A satellite view of aerosols in the climate system. Nature 419:6903 (2002), 215–223.
27. Lamy, P.L., Toth, I., Weaver, H.A., Properties of the nuclei and comae of 13 ecliptic comets from Hubble Space Telescope snapshot observations. Astronomy Astrophysics 508:2 (2009), 1045–1056.
28. Li, S.S., Chen, L.F., Tao, J.H., Retrieval of aerosol optical depth over bright targets in the urban areas of North China during winter. Sci. China Earth Sci. 55:9 (2012), 1545–1553.
29. Li, Z., Xia, X., Cribb, M., Aerosol optical properties and their radiative effects in northern China. J. Geophys. Res. Atmos. 112:D22 (2007), 321–341.
30. Li, B., Coarse-graining as a route to microscopic physics: the renormalization group in quantum field theory. Philosophy Sci. 82:5 (2014), 1211–1223.
31. Liao, W., Wang, X., Fan, Q., Long-term atmospheric visibility, sunshine duration and precipitation trends in South China. Atmos. Environ. 107 (2015), 204–216.
32. Lohmann, U., Lesins, G., Stronger constraints on the anthropogenic indirect aerosol effect. Science 298:5595 (2002), 1012–1015.
33. Luo, Y., Zheng, X., Zhao, T., Chen, G., A climatology of aerosol optical depth over China from recent 10 years of MODIS remote sensing data. Int. J. Climatol. 34:3 (2014), 863–870.
34. Luo, Y., Lu, D., Zhou, X., Characteristics of the spatial distribution and yearly variation of aerosol optical depth over China in last 30 years. J. Geophys. Res. Atmos. 106:D13 (2001), 14501–14513.
35. Mi, W., Li, Z., Xia, X., Evaluation of the moderate resolution imaging spectroradiometer aerosol products at two aerosol robotic network stations in China. J. Geophys. Res. Atmos. 112:D22 (2007), 321–341.
36. Pan, L., Che, H., Geng, F.H., Xia, X.G., Wang, Y.Q., Zhu, C.Z., Chen, M., Gao, W., Guo, J.P., Aerosoloptical properties based on ground measurements over the Chinese Yangtze Delta Region. Atmos. Environ. 44:21–22 (2010), 2587–2596.
37. Pandithurai, G., Dipu, S., Dani, K.K., Tiwari, S., Bisht, D.S., Devara, P.C.S., Pinker, R.T., Aerosol radiative forcing during dust events over New Delhi, India. J. Geophys. Res. Atmos., 113(D13), 2008 3614-3614.
38. Penner, J.E., Dong, X.Q., Chen, Y., Observational evidence of a change in radiative forcing due to the indirect aerosol effect. Nature 427:6971 (2004), 231–234.
39. Penner, J.E., Dickinson, R.E., O'Neill, C.A., Effects of aerosols from biomass burning on the global radiation budget. Science 256:5062 (1992), 1432–1434.
40. Qiu, J., Wang, P., Chen, H., Recent progress in atmospheric observation research in China. Adv. Atmos. Sci. 24:6 (2007), 940–953.
41. Rosenfeld, D., Dai, J., Yu, X., Inverse relations between amounts of air pollution and orographic precipitation. Science 315:5817 (2007), 1396–1398.
42. Rossow, W.B., Garder, L.C., Cloud detection using satellite measurements of infrared and visible radiances for ISCCP. J. Clim. 6:12 (1994), 2341–2369.
43. Rossow, W.B., Garder, L.C., Validation of ISCCP cloud detections. J. Clim. 6:12 (1994), 2370–2393.
44. Rossow, W.B., Garder, L.C., Lacis, A.A., Global, seasonal cloud variations from satellite radiance measurements. Part I: sensitivity of analysis. J. Clim. 2:5 (1989), 419–458.
45. Sanchez-Romero, A., Sanchez-Lorenzo, A., Calbó, J., The signal of aerosol-induced changes in sunshine duration records: a review of the evidence. J. Geophys. Res. Atmos. 119:8 (2014), 4657–4673.
46. Shen, X., Liu, B., Li, G., Spatiotemporal change of diurnal temperature range and its relationship with sunshine duration and precipitation in China. Mech. Dev. 119:23 (2014), 3–13.
47. Skupin, A., Ansmann, A., Engelmann, R., The spectral aerosol extinction monitoring system (SC1/4MS): setup, observational products, and comparisons. Atmos. Meas. Tech. 6:5 (2013), 8647–8677.
48. Tao, J., Zhang, L., Engling, G., Zhang, R., Yang, Y., Cao, J., Zhu, C., Wang, Q., Luo, L., Chemical composition of PM 2.5 in an urban environment in Chengdu, China: importance of springtime dust storms and biomass burning. Atmos. Res. 122:3 (2013), 270–283.
49. Tao, J., Gao, J., Zhang, L., Zhang, R., Che, H., Zhang, Z., Lin, Z., Jing, J., Cao, J., Hsu, S.-C., PM 2.5 pollution in a megacity of southwest China: source apportionment and implication. Atmos. Chem. Phys. 14:4 (2014), 8679–8699.
50. Tao, R., Che*, H., Chen, Q., Tao, J., Wang, Y., Sun, J., Wang, H., Zhang, X., Study of aerosol optical properties based on ground measurements over Sichuan Basin. China. Aerosol Air Qual. Res. 14:3 (2014), 905–915.
51. Tao, M., Chen, L., Wang, Z., Tao, J., Che, H., Wang, X., Wang, Y., Comparison and evaluation of the MODIS Collection 6 aerosol data in China. J. Geophys. Res. Atmos. 120:14 (2015), 6992–7005.
52. Thome, K.J., Herman, B.M., Reagan, J.A., Determination of precipitable water from solar transmission. J. Appl. Meteorol. 31:2 (1992), 157–165.
53. Tollefson, J., Asian pollution delays inevitable warming. Nature 463:7283 (2010), 860–861.
54. Wang, X., Huang, J., Zhang, R., Chen, B., Bi, J.R., Surface measurement of aerosol properties over northwest China during ARM China 2008 deployment. J. Geophys. Res. Atmos. 115:11 (2010), 2333–2338.
55. Wang, X., Pu, W., Bi, J.R., Acomparison of the physical and optical properties of anthropogenic air pollutants and mineral dustover northwest China. J. Meteorol. Res. 29:2 (2015), 180–200.
56. Wang, Z., Li, Q., Wang, Q., HJ-1 terrestrial aerosol data retrieval using deep blue algorithm. J. Remote Sens. 16:3 (2012), 596–610.
57. Wu, J., Fu, C., Zhang, L., Trends of visibility on sunny days in China in the recent 50 years. Atmos. Environ. 55:3 (2012), 339–346.
58. Xia, X., Variability and trend of diurnal temperature range in China and their relationship to total cloud cover and sunshine duration. Ann. Geophys. 31:5 (2013), 795–804.
59. Xie, Y., Zhang, Y., Xiong, X., Qu, J., Che, H., Validation of MODIS aerosol optical depth product over China using CARSNET measurements. Atmos. Environ. 45:33 (2011), 5970–5978.