Erratum to: Dust interannual variability and trend in central asia from 2000 to 2014 and their climatic linkages (Journal of Geophysical Research: Atmospheres, (2015) 120, (12,175-12,197), 10.1002/2015JD024092);Dust interannual variability and trend in central asia from 2000 to 2014 and their climatic linkages

Journal of Geophysical Research

Volumn 120, Issue 23, 2015, Pages 12,175-12,197

  Xi, Xin ^a,b   Sokolik, Irina N ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b NASA AMES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AEROSOL PROPERTY; ANNUAL VARIATION; ANTHROPOGENIC SOURCE; ATMOSPHERIC MODELING; ATMOSPHERIC POLLUTION; CLIMATE CHANGE; DUST; EL NINO-SOUTHERN OSCILLATION; FLUX MEASUREMENT; MODIS; OPTICAL DEPTH; SATELLITE SENSOR; SIMULATION; TREND ANALYSIS; WIND VELOCITY;

CENTRAL ASIA;

EID: 84958755317     PISSN: 01480227     EISSN: 21562202     Source Type: Journal    
DOI: 10.1002/2015JD024092     Document Type: Erratum

References (88)

1. Barlow, M., H. Cullen, and B. Lyon (2002), Drought in central and southwest Asia: La Niña, the warm pool, and Indian Ocean precipitation, J. Clim., 15(7), 697–700.
2. Bchet, A., M. Wild, D. Folini, and C. Schär (2012), Causes for decadal variations of wind speed over land: Sensitivity studies with a global climate model, Geophys. Res. Lett., 39, L11701, doi:10.1029/2012GL051685.
3. Ceung, H. N., W. Zhou, H. Y. Mok, and M. C. Mu (2012), Relationship between Ural–Siberian blocking and the East Asian Winter Monsoon in relation to the Arctic Oscillation and the El Niño–Southern Oscillation, J. Clim., 25, 4242–4257.
4. Cin, M., et al. (2014), Multi-decadal aerosol variations from 1980 to 2009: A perspective from observations and a global model, Atmos. Chem. Phys., 14, 3657–3690, doi:10.5194/acp-14-3657-2014.
5. Cwie, S. M., P. Knippertz, and J. H. Marsham (2013), Are vegetation-related roughness changes the cause of the recent decrease in dust emission from the Sahel?, Geophys. Res. Lett., 40, 1868–1872, doi:10.1002/grl.50273.
6. Di, A. (2011), Drought under global warming: A review. Wiley Interdisciplinary Reviews, Clim. Change, 2, 45–65, doi:10.1002/wcc.81.
7. Drmenova, K., and I. N. Sokolik (2007), Assessing uncertainties in dust emission in the Aral Sea region caused by meteorological fields predicted with a mesoscale model, Global Planet. Change, 56, 297–310, doi:10.1016/j.gloplacha.2006.07.024.
8. Drmenova, K., I. N. Sokolik, Y. Shao, B. Marticorena, and G. Bergametti (2009), Development of a physically based dust emission module within the Weather Research and Forecasting (WRF) model: Assessment of dust emission parameterizations and input parameters for source regions in Central and East Asia, J. Geophys. Res., 114, D14201, doi:10.1029/2008JD011236.
9. Edenshink, J. C., and J. L. Faundeen (1994), The 1 km AVHRR global land data set: First stages in implementation, Int. J. Remote Sens., 15(17), 3443–3462.
10. Fcan, F., B. Marticorena, and G. Bergametti (1999), Parameterization of the increase of the aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas, Ann. Geophys., 17, 149–157, doi:10.1007/s005850050744.
11. Fnsholt, R., et al. (2012), Greenness in semi-arid areas across the globe 1981–2007—An Earth Observing Satellite based analysis of trends and drivers, Remote Sens. Environ., 121, 144–158, doi:10.1016/j.rse.2012.01.017.
12. Gnoux, P., M. Chin, I. Tegen, J. M. Prospero, B. Holben, O. Dubovik, and S.-J. Lin (2001), Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res., 106(D17), 20,255–20,273, doi:10.1029/2000JD000053.
13. Gnoux, P., J. M. Prospero, T. E. Gill, N. C. Hsu, and M. Zhao (2012), Global-scale attribution of anthropogenic and natural dust sources and their emission rates based on MODIS Deep Blue aerosol products, Rev. Geophys., 50, RG3005, doi:10.1029/2012RG000388.
14. Gng, S. L., X. Y. Zhang, T. L. Zhao, X. B. Zhang, L. A. Barrie, I. G. McKendry, and C. S. Zhao (2006), A simulated climatology of Asian dust aerosol and its trans-pacific transport. Part II: Interannual variability and climate connections, J. Clim., 19, 104–122, doi:10.1175/JCLI3606.1.
15. Hra, Y., I. Uno, and Z. Wang (2006), Long-term variation of Asian dust and related climate factors, Atmos. Environ., 40(35), 6730–6740.
16. Hllander, M., D. A. Wolfe, and E. Chicken (2015), Regression problems, in Nonparametric Statistical Methods, 3rd ed., John Wiley, Hoboken, N. J., doi:10.1002/9781119196037.ch9.
17. Hu, N. C., S. C. Tsay, M. D. King, and J. R. Herman (2004), Aerosol properties over bright-reflecting source regions, IEEE Trans. Geosci. Remote Sens., 42(3), 557–569.
18. Hu, N. C., S. C. Tsay, M. D. King, and J. R. Herman (2006), Deep blue retrievals of Asian aerosol properties during ACE-Asia, IEEE Trans. Geosci. Remote Sens., 44(11), 3180–3195.
19. Hu, N. C., R. Gautam, A. M. Sayer, C. Bettenhausen, C. Li, M. J. Jeong, S. C. Tsay, and B. N. Holben (2012), Global and regional trends of aerosol optical depth over land and ocean using SeaWiFS measurements from 1997 to 2010, Atmos. Chem. Phys., 12(17), 8037–8053.
20. Hu, N. C., M.-J. Jeong, C. Bettenhausen, A. M. Sayer, R. Hansell, C. S. Seftor, J. Huang, and S.-C. Tsay (2013), Enhanced deep blue aerosol retrieval algorithm: The second generation, J. Geophys. Res. Atmos., 118, 9296–9315, doi:10.1002/jgrd.50712.
21. Hneeus, N., et al. (2011), Global dust model intercomparison in AeroCom phase I, Atmos. Chem. Phys., 11, 7781–7816, doi:10.5194/acp-11-7781-2011.
22. Hrtt, G. C., et al. (2011), Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands, Clim. Change, 109(1–2), 117–161.
23. Idoitu, R., L. Orlovsky, and N. Orlovsky (2012), Dust storms in central Asia: Spatial and temporal variations, J. Arid Environ., 85, 62–70.
24. Jong, S.- J., C.-H. Ho, M. E. Brown, J.-S. Kug, and S. Piao (2011), Browning in desert boundaries in Asia in recent decades, J. Geophys. Res., 116, D02103, doi:10.1029/2010JD014633.
25. Krydis, V. A., P. Kumar, D. Barahona, I. N. Sokolik, and A. Nenes (2011), On the effect of dust particles on global cloud condensation nuclei and cloud droplet number, J. Geophys. Res., 116, D23204, doi:10.1029/2011JD016283.
26. Kndall, M. G. (1975), Rank Correlation Methods, Griffin, London.
27. Kim, D., M. Chin, H. Bian, Q. Tan, M. E. Brown, T. Zheng, R. You, T. Diehl, P. Ginoux, and T. Kucsera (2013), The effect of the dynamic surface bareness on dust source function, emission, and distribution, J. Geophys. Res. Atmos., 118, 871–886, doi:10.1029/2012JD017907.
28. Km, D., et al. (2014), Sources, sinks, and transatlantic transport of North African dust aerosol: A multimodel analysis and comparison with remote sensing data, J. Geophys. Res. Atmos., 119, 6259–6277, doi:10.1002/2013JD021099.
29. Kk, J. F., S. Albani, N. M. Mahowald, and D. S. Ward (2014), An improved dust emissionmodel—Part 2: Evaluation in the community earth system model, with implications for the use of dust source functions, Atmos. Chem. Phys., 14, 13,043–13,061, doi:10.5194/acp-14-13043-2014.
30. Krosaki, Y., M. Shinoda, and M. Mikami (2011), What caused a recent increase in dust outbreaks over East Asia?, Geophys. Res. Lett., 38, L11702, doi:10.1029/2011GL047494.
31. Lurent, B., B. Marticorena, G. Bergametti, and F. Mei (2006), Modeling mineral dust emissions from Chinese and Mongolian deserts, Global Planet. Change, 52(1), 121–141.
32. Le, E., and B. Sohn (2011), Recent increasing trend in dust frequency over Mongolia and Inner Mongolia regions and its association with climate and surface condition change, Atmos. Environ., 45, 4611–4616.
33. Lroy, S. A. G., F. Marret, S. Giralt, and S. A. Bulatov (2006), Natural and anthropogenic rapid changes in the Kara-Bogaz Gol over the last two centuries reconstructed from palynological analyses and a comparison to instrumental records, Quat. Int., 150(1), 52–70.
34. L, R.-R., Y. J. Kaufman, B.-C. Gao, and C. O. Davis (2003), Remote sensing of suspended sediments and shallow coastal waters, IEEE Trans. Geosci. Remote Sens., 41, 559–566.
35. Loubimtseva, E., and G. M. Henebry (2009), Climate and environmental change in arid central Asia: Impacts, vulnerability, and adaptations, J. Arid Environ., 73(11), 963–977.
36. Lttmann, T. (1991), Dust storm frequency in Asia: Climatic control and variability, Int. J. Climatol., 11, 393–412, doi:10.1002/joc.3370110405.
37. Lu, Y. Y., R. M. Parinussa, W. A. Dorigo, R. A. M. De Jeu, W. Wagner, A. I. J. M. van Dijk, M. F. McCabe, and J. P. Evans (2011), Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals, Hydrol. Earth Syst. Sci., 15, 425–436, doi:10.5194/hess-15-425-2011.
38. Lu, Y. Y., W. A. Dorigo, R. M. Parinussa, R. A. M. de Jeu, W. Wagner, M. F. McCabe, J. P. Evans, and A. I. J. M. van Dijk (2012), Trend-preserving blending of passive and active microwave soil moisture retrievals, Remote Sens. Environ., 123, 280–297, doi:10.1016/j.rse.2012.03.014.
39. Lapustin, A., et al. (2014), Scientific impact of MODIS C5 calibration degradation and C6+ improvements, Atmos. Meas. Tech., 7, 4353–4365, doi:10.5194/amt-7-4353-2014.
40. Mchalett, B., E. A. Oches, M. Frechen, L. Zöller, U. Hambach, N. G. Mavlyanova, S. B. Marković, and W. Endlicher (2008), Aeolian dust dynamics in central Asia during the Pleistocene: Driven by the long-term migration, seasonality, and permanency of the Asiatic polar front, Geochem. Geophys. Geosyst., 9, Q08Q09, doi:10.1029/2007GC001938.
41. Mhowald, N., D. S. Ward, S. Kloster, M. G. Flanner, C. L. Heald, N. G. Heavens, P. G. Hess, J.-F. Lamarque, and P. Y. Chuang (2011), Aerosol impacts on climate and biogeochemistry, Ann. Rev. Environ. Res., 36, 45–74, doi:10.1146/annurev-environ-042009-094507.
42. Mhowald, N. M., J. A. Ballantine, J. Feddema, and N. Ramankutty (2007), Global trends in visibility: Implications for dust sources, Atmos. Chem. Phys., 7, 3309–3339, doi:10.5194/acp-7-3309-2007.
43. Mnn, H. B. (1945), Nonparametric tests against trend, Econometrica, 13, 245–259.
44. Mriotti, A. (2007), How ENSO impacts precipitation in southwest central Asia, Geophys. Res. Lett., 34, L16706, doi:10.1029/2007GL030078.
45. Mrticorena, B., and G. Bergametti (1995),Modeling the atmospheric dust cycle: 1. Dsign of a soil-derived dustemission scheme, J. Geophys. Res., 100(D8), 16,415–16,430.
46. Mrtyn, D. (1992), Climates of the World, 436 pp., Elsevier, New York.
47. Mei, F., Z. Zhang, H. Lu, Z. Shen, and Y. Wang (2004), Characterization of MASDs of surface soils in North China and its influence on estimating dust emission, Chin. Sci. Bull., 49(20), 2169–2175.
48. Mcklin, P. (2007), The Aral Sea disaster, Annu. Rev. Earth Planet. Sci., 35, 47–72.
49. Mrtimore, M., S. Anderson, L. Cotula, J. Davies, K. Faccer, C. Hesse, J. Morton, W. Nyangena, J. Skinner, and C. Wolfangel (2009), Dryland Opportunities: A New Paradigm for People, Ecosystems and Development, p. 86, IUCN, Gland, Switzerland; IIED, London, U. K., and UNDP/DDC, Nairobi, Kenya.
50. Moulin, C., and I. Chiapello (2004), Evidence of the control of summer atmospheric transport of African dust over the Atlantic by Sahel sources from TOMS satellites (1979–2000), Geophys. Res. Lett., 31, L02107, doi:10.1029/2003GL018931.
51. O’Loingsigh, T., G. H. McTainsh, E. K. Tews, C. L. Strong, J. F. Leys, P. Shinkfield, and N. J. Tapper (2014), The Dust Storm Index (DSI): A method for monitoring broadscale wind erosion using meteorological records, Aeolian Res., 12, 29–40.
52. Olovsky, L., N. Orlovsky, and A. Durdyev (2005), Dust storms in Turkmenistan, J. Arid Environ., 60(1), 83–97.
53. Pinter, T. H., J. S. Deems, J. Belnap, A. F. Hamlet, C. C. Landry, and B. Udall (2010), Response of Colorado River runoff to dust radiative forcing in snow, Proc. Natl. Acad. Sci. U.S.A., 107, 17,125–17,130, doi:10.1073/pnas.0913139107.
54. Pnagiotopoulos, F., M. Shahgedanova, A. Hannachi, and D. B. Stephenson (2005), Observed trends and teleconnections of the Siberian High: A recently declining center of action, J. Clim., 18, 1411–1422, doi:10.1175/JCLI3352.1.
55. Pospero, J. M., P. Ginoux, O. Torres, S. E. Nicholson, and T. E. Gill (2002), Environmental characterization of global sources of atmospheric soil dust identified with the Nimbus 7 Total Ozone Mapping Spectrometer (TOMS) absorbing aerosol products, Rev. Geophys., 40(1), 1002, doi:10.1029/2000RG000095.
56. Rvi, S., T. M. Zobeck, T. M. Over, G. S. Okin, and P. D’Odorico (2006), On the effect of moisture bonding forces in air-dry soils on threshold friction velocity of wind erosion, Sedimentology, 53(3), 597–609.
57. Rdley, D. A., C. L. Heald, and J. M. Prospero (2014), What controls the recent changes in African mineral dust aerosol across the Atlantic?, Atmos. Chem. Phys. Discuss., 14(3), 3583–3627, doi:10.5194/acpd-14-3583-2014.
58. Syer, A. M., N. C. Hsu, C. Bettenhausen, and M.-J. Jeong (2013), Validation and uncertainty estimates for MODIS Collection 6 “Deep Blue” aerosol data, J. Geophys. Res. Atmos., 118, 7864–7872, doi:10.1002/jgrd.50600.
59. Syer, A. M., L. A. Munchak, N. C. Hsu, R. C. Levy, C. Bettenhausen, and M.-J. Jeong (2014), MODIS Collection 6 aerosol products: Comparison between Aqua’s e-Deep Blue, Dark Target, and “merged” data sets, and usage recommendations, J. Geophys. Res. Atmos., 119, 13,965–13,989, doi:10.1002/2014JD022453.
60. Sn, P. K. (1968), Estimates of the regression coefficient based on Kendall’s tau, J. Am. Stat. Assoc., 63, 1379–1389.
61. Sao, Y. (2008), Physics and Modelling of Wind Erosion, 211 pp., Springer, Germany.
62. Shao, Y., M. R. Raupach, and J. F. Leys (1996), A model for predicting aeolian sand drift and dust entrainment on scales from paddock to region, Aust. J. Soil Res., 34, 309–342, doi:10.1071/SR9960309.
63. Sao, Y., et al. (2011), Dust cycle: An emerging core theme in Earth system science, Aeolian Res., 2(4), 181–204.
64. Sao, Y., M. Klose, and K.-H. Wyrwoll (2013), Recent global dust trend and connections to climate forcing, J. Geophys. Res. Atmos., 118, 11,107–11,118, doi:10.1002/jgrd.50836.
65. Si, Y., J. Zhang, J. S. Reid, E. J. Hyer, and N. C. Hsu (2013), Critical evaluation of the MODIS Deep Blue aerosol optical depth product for data assimilation over North Africa, Atmos. Meas. Tech., 6, 949–969, doi:10.5194/amt-6-949-2013.
66. Sall, E. E., F. Giorgi, and L. C. Sloan (1999), Regional climate model simulation of precipitation in central Asia: Mean and interannual variability, J. Geophys. Res., 104(D6), 6563–6582, doi:10.1029/98JD02501.
67. Skolik, I. N., D. M. Winker, G. Bergametti, D. A. Gillette, G. Carmichael, Y. J. Kaufman, L. Gomes, L. Schuetz, and J. E. Penner (2001), Introduction to special section: Outstanding problems in quantifying the radiative impacts of mineral dust, J. Geophys. Res., 106(D16), 18,015–18,027, doi:10.1029/2000JD900498.
68. Skolik, I. N., K. Darmenova, J. Huang, O. Kalashnikova, Y. Kurosaki, and X. Xi (2013), Examining changes in land cover and land use, regional climate and dust in dryland East Asia and their linkages within the Earth system, in Dryland East Asia (DEA): Land Dynamics Amid Social and Climate Change, edited by J. Chen et al., pp. 185–213, DE GRUYTER, Berlin.
69. Stanelle, T., I. Bey, T. Raddatz, C. Reick, and I. Tegen (2014), Anthropogenically induced changes in twentieth centurymineral dust burden and the associated impact on radiative forcing, J. Geophys. Res. Atmos., 119, 13,526–13,546, doi:10.1002/2014JD022062.
70. Sed, F. S., F. Giorgi, J. S. Pal, and M. P. King (2006), Effect of remote forcings on the winter precipitation of central southwest Asia part 1: Observations, Theor. Appl. Climatol., 86(1–4), 147–160.
71. Sed, F. S., F. Giorgi, J. S. Pal, and K. Keay (2010), Regional climate model simulation of winter climate over central–southwest Asia, with emphasis on NAO and ENSO effects, Int. J. Climatol., 30(2), 220–235.
72. Tgen, I., and I. Fung (1995), Contribution to the atmospheric mineral aerosol load from land surface modification, J. Geophys. Res., 100, 18,707–18,726.
73. Tgen, I., M. Werner, S. P. Harrison, and K. E. Kohfeld (2004), Relative importance of climate and land use in determining present and future global soil dust emission, Geophys. Res. Lett., 31, L05105, doi:10.1029/2003GL019216.
74. Teil, H. (1950), A rank-invariant method of linear and polynomial regression analysis, Nederl. Akad. Wetensch., Proc. Ser. A, 53, 386–392(Part 1), 521–525(Part II), 1397–1412(Part III).
75. Vautard, R., J. Cattiaux, P. Yiou, J. N. Thepaut, and P. Ciais (2010), Northern Hemisphere atmospheric stilling partly attributed to an increase in surface roughness, Nat. Geosci., 3, 756–761, doi:10.1038/ngeo979.
76. Wgner, W.,W. Dorigo, R. de Jeu, D. Fernandez, J. Benveniste, E. Haas, and M. Ertl (2012), Fusion of active and passivemicrowave observations to create an essential climate variable data record on soil moisture, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), Volume 1-7, XXII ISPRS Congress, Melbourne, Australia, 25 August-1 September 2012, 315–321.
77. Wng, C., S. Dong, A. T. Evan, G. R. Foltz, and S. K. Lee (2012), Multide-cadal covariability of North Atlantic sea surface temperature, African dust, Sahel rainfall and Atlantic hurricanes, J. Clim., 25, 5404–5415.
78. Wng, X., J. Huang, M. Ji, and K. Higuchi (2008), Variability of East Asia dust events and their long-term trend, Atmos. Environ., 42, 3156–3165, doi:10.1016/j.atmosenv.2007.07.046.
79. Watherhead, E. C., et al. (1998), Factors affecting the detection of trends: Statistical considerations and applications to environmental data, J. Geophys. Res., 103(D14), 17,149–17,161, doi:10.1029/98JD00995.
80. X, X., and I. N. Sokolik (2012), Impact of Asian dust aerosol and surface albedo on photosynthetically active radiation and surface radiative balance in dryland ecosystems, Adv. Meteorol., doi:10.1155/2012/276207.
81. X, X., and I. N. Sokolik (2015), Seasonal dynamics of threshold friction velocity and dust emission in central Asia, J. Geophys. Res. Atmos., 120, 1536–1564, doi:10.1002/2014JD022471.
82. X, M., C.-P. Chang, C. Fu, Y. Qi, A. Robock, D. Robinson, and H. Zhang (2006), Steady decline of East Asian monsoon winds, 1969–2000: Evidence from direct ground measurements of wind speed, J. Geophys. Res., 111, D24111, doi:10.1029/2006JD007337.
83. Ydav, R. K., K. Rupa Kumar, and M. Rajeevan (2009), Increasing influence of ENSO and decreasing influence of AO/NAO in the recent decades over northwest India winter precipitation, J. Geophys. Res., 114, D12112, doi:10.1029/2008JD011318.
84. Ydav, R. K., J. H. Yoo, F. Kucharski, and M. A. Abid (2010), Why is ENSO influencing northwest India winter precipitation in recent decades?, J. Clim., 23, 1979–1993, doi:10.1175/2009JCLI3202.1.
85. Yon, J., W. von Hoyningen-Huene, A. A. Kokhanovsky, M. Vountas, and J. P. Burrows (2012), Trend analysis of aerosol optical thickness and Angstrom exponent derived fromthe global AERONET spectral observations, Atmos. Meas. Tech., 5, 1271–1299, doi:10.5194/amt-5-1271-2012.
86. Zkey, A. S., F. Solmon, and F. Giorgi (2006), Implementation and testing of a desert dust module in a regional climate model, Atmos. Chem. Phys., 6, 4687–4704, doi:10.5194/acp-6-4687-2006.
87. Zang, J., and J. S. Reid (2010), A decadal regional and global trend analysis of the aerosol optical depth using a data-assimilation grade over-water MODIS and Level 2 MISR aerosol products, Atmos. Chem. Phys., 10, 10,949–10,963, doi:10.5194/acp-10-10949-2010.
88. Zu, X. K., and P. M. Zhai (2004), Relationship between vegetation coverage and spring dust storms over northern China, J. Geophys. Res., 109, D03104, doi:10.1029/2003JD003913.