TY - JOUR
T1 - Long-term inverse modeling of Asian dust
T2 - Interannual variations of its emission, transport, deposition, and radiative forcing
AU - Yumimoto, Keiya
AU - Takemura, Toshihiko
N1 - Funding Information:
This study was supported by the Japan Society for the Promotion of Science (JSPS) KAKENHI grants (24740326, 25220101, and 26701004) and the Global Environment Research Fund (S-12) of the Ministry of Environment, Japan. We appreciate the effort of the MODIS, AD-Net, CALIPSO, JMA, and AERONET teams for providing their respective data sets. We also thank the AERONET principal investigators for data from the three AERONET stations. The inversion results used in this study will be available upon request to the authors (yumimoto@mri-jma.go.jp).
Publisher Copyright:
© 2015. American Geophysical Union. All Rights Reserved.
PY - 2015
Y1 - 2015
N2 - Inverse modeling of Asian dust over the 8 year period 2005-2012 was performed with the Spectral Radiation-Transport Model for Aerosol Species/four-dimensional variational (SPRINTARS/4D-Var) data assimilation system and satellite-measured aerosol optical thickness over the ocean. We validated the inversion results with independentmeasurements provided by ground-based and space-based lidar and various in situ measurements. The inversion results were used to analyze interannual variations of Asian dust fluxes and relationships of these fluxes with climate indices. Dust emissions from central China and the Mongolian Plateau were 229-384 Tg yr-1. The standard deviation of 55.3 Tg yr-1 reflected large interannual variability. The frequency of dust storms and the beginning of the dust season in the source region also showed interannual variations. There was a meridional shift of the outflow path from the continent; the transport core was centered at 40-45°N during southern transport years (2006-2007) and at 35-40°N during northern transport years (2005 and 2008-2012). The fact that dust deposition showed a significant positive correlation with satellite-measured chlorophyll concentrations indicated that settled Asian dust enhanced phytoplankton blooms in the eastern North Pacific. Dust emissions were positively and negatively correlated with the Far Eastern Zonal and Dynamical Normalized Seasonality indices, respectively, the implication being that a strong meridional pressure gradient over the source region and a strong winter monsoon favor dust emission. The fact that the Southern Oscillation Index was positively correlated with dust emission, transport, and deposition suggests that Asian dust is affected by the El Niño-Southern Oscillation cycle and is enhanced during the La Niña phase.
AB - Inverse modeling of Asian dust over the 8 year period 2005-2012 was performed with the Spectral Radiation-Transport Model for Aerosol Species/four-dimensional variational (SPRINTARS/4D-Var) data assimilation system and satellite-measured aerosol optical thickness over the ocean. We validated the inversion results with independentmeasurements provided by ground-based and space-based lidar and various in situ measurements. The inversion results were used to analyze interannual variations of Asian dust fluxes and relationships of these fluxes with climate indices. Dust emissions from central China and the Mongolian Plateau were 229-384 Tg yr-1. The standard deviation of 55.3 Tg yr-1 reflected large interannual variability. The frequency of dust storms and the beginning of the dust season in the source region also showed interannual variations. There was a meridional shift of the outflow path from the continent; the transport core was centered at 40-45°N during southern transport years (2006-2007) and at 35-40°N during northern transport years (2005 and 2008-2012). The fact that dust deposition showed a significant positive correlation with satellite-measured chlorophyll concentrations indicated that settled Asian dust enhanced phytoplankton blooms in the eastern North Pacific. Dust emissions were positively and negatively correlated with the Far Eastern Zonal and Dynamical Normalized Seasonality indices, respectively, the implication being that a strong meridional pressure gradient over the source region and a strong winter monsoon favor dust emission. The fact that the Southern Oscillation Index was positively correlated with dust emission, transport, and deposition suggests that Asian dust is affected by the El Niño-Southern Oscillation cycle and is enhanced during the La Niña phase.
UR - http://www.scopus.com/inward/record.url?scp=84925130803&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84925130803&partnerID=8YFLogxK
U2 - 10.1002/2014JD022390
DO - 10.1002/2014JD022390
M3 - Article
AN - SCOPUS:84925130803
SN - 0148-0227
VL - 120
SP - 1582
EP - 1607
JO - Journal of Geophysical Research
JF - Journal of Geophysical Research
IS - 4
ER -