COVID-19;
PM2;
5;
Urban air quality;
Inter-city variability;
Intra-city variability;
South Korea;
AIR-QUALITY;
D O I:
10.1007/s11869-021-01006-w
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The COVID-19 pandemic has prompted governments around the world to impose mitigation strategies of unprecedented scales, typically involving some form of restrictions on social activities and transportation. The South Korean government has been recommending a collection of guidelines now known as social distancing, leading to reduced human activities. This study analyzes changes in the concentrations of fine particulate matter (PM2.5) during the 30-day periods before and since the start of social distancing on 29 February 2020 using measurement data from air quality monitoring stations at various locations of the seven major cities of South Korea, namely, Seoul, Busan, Incheon, Daegu, Daejeon, Gwangju, and Ulsan. All seven cities experienced decreased levels of PM2.5 concentration by up to 25% and smaller fluctuations during the period of social distancing. Inter-city comparisons show that the PM2.5 concentration changes are positively correlated with the city-wide PM2.5 emission fractions for mobile sources and negatively correlated with the city-wide PM2.5 emission fractions for combustion and industrial process sources. In addition, the meteorological influences favorable for transboundary pollutant transport have weakened during the period under COVID-19 social distancing. Intra-city comparisons show that decreases in the intra-city variability of PM2.5 concentration were larger in coastal cities than in inland cities. Comparisons between the inter- and intra-city variabilities in the PM2.5 concentration changes under social distancing highlight the importance of taking into account intra-city variabilities in addition to inter-city variabilities.
机构:
Univ Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USAUniv Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USA
Berman, Jesse D.
Ebisu, Keita
论文数: 0引用数: 0
h-index: 0
机构:
CalEPA, Off Environm Hlth Hazard Assessment, Sacramento, CA USAUniv Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USA
机构:
City Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
Briz-Redon, Alvaro
Belenguer-Sapina, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Valencia, Fac Chem, Dept Analyt Chem, C Doctor Moliner 50, Burjassot 46100, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
Belenguer-Sapina, Carolina
Serrano-Aroca, Angel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Valencia San Vicente Martir, Ctr Invest Traslac San Alberto Magno, C Guillem de Castro 94, Valencia 46001, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Gelaro, Ronald
McCarty, Will
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
McCarty, Will
Suarez, Max J.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Suarez, Max J.
Todling, Ricardo
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Todling, Ricardo
Molod, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Molod, Andrea
Takacs, Lawrence
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Takacs, Lawrence
Randles, Cynthia A.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Morgan State Univ, Baltimore, MD 21239 USA
ExxonMobil Res & Engn Co, Annandale, NJ USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Randles, Cynthia A.
Darmenov, Anton
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Darmenov, Anton
Bosilovich, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Bosilovich, Michael G.
Reichle, Rolf
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Reichle, Rolf
Wargan, Krzysztof
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Wargan, Krzysztof
Coy, Lawrence
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Coy, Lawrence
Cullather, Richard
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Maryland, Earth Syst Sci Interdisciplinary Ctr, College Pk, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Cullather, Richard
Draper, Clara
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Draper, Clara
Akella, Santha
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Akella, Santha
Buchard, Virginie
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Buchard, Virginie
Conaty, Austin
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Conaty, Austin
da Silva, Arlindo M.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
da Silva, Arlindo M.
Gu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Gu, Wei
Kim, Gi-Kong
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Kim, Gi-Kong
Koster, Randal
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Koster, Randal
Lucchesi, Robert
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Lucchesi, Robert
Merkova, Dagmar
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USA
IM Syst Grp Inc, Rockville, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Merkova, Dagmar
Nielsen, Jon Eric
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Nielsen, Jon Eric
Partyka, Gary
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Partyka, Gary
Pawson, Steven
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Pawson, Steven
Putman, William
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Putman, William
Rienecker, Michele
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Rienecker, Michele
Schubert, Siegfried D.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Schubert, Siegfried D.
Sienkiewicz, Meta
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sienkiewicz, Meta
Zhao, Bin
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Applicat Int Corp, Beltsville, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
机构:
Chungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South KoreaChungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South Korea
Han, Changwoo
Hong, Yun-Chul
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Prevent Med, Coll Med, Seoul 03080, South Korea
Seoul Natl Univ, Inst Environm Med, Med Res Ctr, Seoul 03080, South Korea
Seoul Natl Univ, Environm Hlth Ctr, Coll Med, Seoul 03080, South KoreaChungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South Korea
机构:
Univ Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USAUniv Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USA
Berman, Jesse D.
Ebisu, Keita
论文数: 0引用数: 0
h-index: 0
机构:
CalEPA, Off Environm Hlth Hazard Assessment, Sacramento, CA USAUniv Minnesota, Div Environm Hlth Sci, Sch Publ Hlth, 420 Delaware St SE, Minneapolis, MN 55455 USA
机构:
City Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
Briz-Redon, Alvaro
Belenguer-Sapina, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Valencia, Fac Chem, Dept Analyt Chem, C Doctor Moliner 50, Burjassot 46100, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
Belenguer-Sapina, Carolina
Serrano-Aroca, Angel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Valencia San Vicente Martir, Ctr Invest Traslac San Alberto Magno, C Guillem de Castro 94, Valencia 46001, SpainCity Council Valencia, Stat Off, C Arquebisbe Mayoral 2, Valencia 46002, Spain
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Gelaro, Ronald
McCarty, Will
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
McCarty, Will
Suarez, Max J.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Suarez, Max J.
Todling, Ricardo
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Todling, Ricardo
Molod, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Molod, Andrea
Takacs, Lawrence
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Takacs, Lawrence
Randles, Cynthia A.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Morgan State Univ, Baltimore, MD 21239 USA
ExxonMobil Res & Engn Co, Annandale, NJ USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Randles, Cynthia A.
Darmenov, Anton
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Darmenov, Anton
Bosilovich, Michael G.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Bosilovich, Michael G.
Reichle, Rolf
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Reichle, Rolf
Wargan, Krzysztof
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Wargan, Krzysztof
Coy, Lawrence
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Coy, Lawrence
Cullather, Richard
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Maryland, Earth Syst Sci Interdisciplinary Ctr, College Pk, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Cullather, Richard
Draper, Clara
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Draper, Clara
Akella, Santha
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Akella, Santha
Buchard, Virginie
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Univ Space Res Assoc, Columbia, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Buchard, Virginie
Conaty, Austin
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Conaty, Austin
da Silva, Arlindo M.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
da Silva, Arlindo M.
Gu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Gu, Wei
Kim, Gi-Kong
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Kim, Gi-Kong
Koster, Randal
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Koster, Randal
Lucchesi, Robert
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Lucchesi, Robert
Merkova, Dagmar
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USA
IM Syst Grp Inc, Rockville, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Merkova, Dagmar
Nielsen, Jon Eric
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Nielsen, Jon Eric
Partyka, Gary
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Partyka, Gary
Pawson, Steven
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Pawson, Steven
Putman, William
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Putman, William
Rienecker, Michele
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Rienecker, Michele
Schubert, Siegfried D.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Schubert, Siegfried D.
Sienkiewicz, Meta
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Syst & Applicat Inc, Lanham, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sienkiewicz, Meta
Zhao, Bin
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
Sci Applicat Int Corp, Beltsville, MD USANASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
机构:
Chungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South KoreaChungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South Korea
Han, Changwoo
Hong, Yun-Chul
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Prevent Med, Coll Med, Seoul 03080, South Korea
Seoul Natl Univ, Inst Environm Med, Med Res Ctr, Seoul 03080, South Korea
Seoul Natl Univ, Environm Hlth Ctr, Coll Med, Seoul 03080, South KoreaChungnam Natl Univ Coll Med, Dept Prevent Med, Daejeon 35015, South Korea