The correlation between GNSS-derived precipitable water vapor and sea surface temperature and its responses to El Nino-Southern Oscillation
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作者:
Wang, Xiaoming
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机构:
Chinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
RMIT Univ, Satellite Positioning Atmosphere Climate & Enviro, Melbourne, Vic, AustraliaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Wang, Xiaoming
[1
,2
]
Zhang, Kefei
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机构:
RMIT Univ, Satellite Positioning Atmosphere Climate & Enviro, Melbourne, Vic, Australia
China Univ Min & Technol, Xuzhou, Jiangsu, Peoples R ChinaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Zhang, Kefei
[2
,3
]
Wu, Suqin
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机构:
RMIT Univ, Satellite Positioning Atmosphere Climate & Enviro, Melbourne, Vic, AustraliaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Wu, Suqin
[2
]
Li, Zishen
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机构:
Chinese Acad Sci, Acad Optoelect, Beijing, Peoples R ChinaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Li, Zishen
[1
]
Cheng, Yingyan
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机构:
Chinese Acad Surveying & Mapping, Beijing, Peoples R ChinaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Cheng, Yingyan
[4
]
Li, Li
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机构:
Suzhou Univ Sci & Technol, Sch Environm Sci & Engn, Suzhou, Peoples R ChinaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Li, Li
[5
]
Yuan, Hong
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机构:
Chinese Acad Sci, Acad Optoelect, Beijing, Peoples R ChinaChinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
Yuan, Hong
[1
]
机构:
[1] Chinese Acad Sci, Acad Optoelect, Beijing, Peoples R China
SINGULAR-SPECTRUM ANALYSIS;
WEIGHTED MEAN TEMPERATURE;
ZENITH WET DELAYS;
RADIO INTERFEROMETRY;
GPS METEOROLOGY;
MODEL;
TRENDS;
IMPACT;
PREDICTABILITY;
SIGNATURE;
D O I:
10.1016/j.rse.2018.06.029
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
El Nino-Southern Oscillation (ENSO) is a complex ocean-atmosphere interaction phenomenon occurring in nature that has a profound impact on global atmospheric circulation. As ENSO is a coupled ocean-atmosphere phenomenon, in addition to the commonly used sea surface temperature (SST), water vapor in the atmosphere can be used to monitor the evolution of ENSO and to investigate its consequences (e.g., droughts and flooding). The Global Navigation Satellite System (GNSS), in addition to its applications for positioning, timing, and navigation, is another established atmospheric observing system used to remotely sense precipitable water vapor (PWV) in the atmosphere. The accuracy of the GNSS-derived PWV measurements was assessed from 12 stations based on observations made at co-located radiosonde stations as a reference. The results show that mean values of the root-mean-square error (RMSE) and biases of 6-hourly GNSS-derived PWV derived from all 12 stations are valued at 1.48 mm and - 0.30 mm, respectively. Regarding monthly means, mean values of the RMSE and biases of the GNSS-derived PWV are valued at 0.66 mm and -0.23 mm, respectively. The variability in PWV estimated from 56 GNSS stations positioned close to the sea indicates that it is significantly affected by ENSO events. Generally, a 1-K increase in SST will lead to an 11% increase in PWV across all of the stations. A case study conducted at the TOW2 station in Australia shows that the non-linear trend of the PWV depicts the evolution of two severe flood events and one severe drought event occurring in this region. Comparative results derived from TOW2 and from another 24 stations show a good agreement between PWV and total precipitation. These results suggest that GNSS-derived PWV together with other climatic variables (e.g., SST) can be used as an indication of the evolution of ENSO events and as a possible indicator of drought and flood occurrence.
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Int Max Planck Res Sch Earth Syst Modelling, Hamburg, GermanyCALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Landerer, Felix W.
Jungclaus, Johann H.
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机构:
Max Planck Inst Meteorol, D-20146 Hamburg, GermanyCALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
Jungclaus, Johann H.
Marotzke, Jochem
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机构:
Max Planck Inst Meteorol, D-20146 Hamburg, GermanyCALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
机构:
Nanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Polar Res Inst China, Shanghai 200136, Peoples R ChinaNanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Yu, Lejiang
Zhang, Zhanhai
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机构:
Polar Res Inst China, Shanghai 200136, Peoples R ChinaNanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Zhang, Zhanhai
Zhou, Mingyu
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机构:
Polar Res Inst China, Shanghai 200136, Peoples R ChinaNanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Zhou, Mingyu
Zhong, Sharon
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机构:
Michigan State Univ, E Lansing, MI 48824 USANanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Zhong, Sharon
Lenschow, Donald
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机构:
Natl Ctr Atmospher Res, Boulder, CO 80307 USANanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Lenschow, Donald
Hsu, Hsiaoming
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Natl Ctr Atmospher Res, Boulder, CO 80307 USANanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Hsu, Hsiaoming
Wu, Huiding
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机构:
Polar Res Inst China, Shanghai 200136, Peoples R ChinaNanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
Wu, Huiding
Sun, Bo
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机构:
Polar Res Inst China, Shanghai 200136, Peoples R ChinaNanjing Univ informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
机构:
Suzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
He, Qimin
Zhang, Kefei
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机构:
China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R China
RMIT Univ, Climate & Environm SPACE Res Ctr, Satellite Positioning Atmosphere, Melbourne, Australia
Bei stars Geospatial Informat Innovat Inst, 1 Xinbei Rd, Nanjing, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Zhang, Kefei
Wu, Suqin
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机构:
China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Wu, Suqin
Lian, Dajun
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Suzhou Univ Sci & Technol, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Lian, Dajun
Li, Li
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Suzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Li, Li
Shen, Zhen
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China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Shen, Zhen
Wan, Moufeng
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China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Wan, Moufeng
Li, Longjiang
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China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Li, Longjiang
Wang, Rui
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China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Wang, Rui
Fu, Erjiang
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Bei stars Geospatial Informat Innovat Inst, 1 Xinbei Rd, Nanjing, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
Fu, Erjiang
Gao, Biqing
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Suzhou Ind Pk, Surveying & Mapping Geog Informat Co Ltd, Suzhou, Peoples R ChinaSuzhou Univ Sci & Technol, Res Ctr BeiDou Nav & Environm Remote Sensing, Sch Geog Sci & Geomat Engn, Suzhou, Peoples R China
机构:
Chinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China
Qin, Mingyue
Li, Shuanglin
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Chinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China
Li, Shuanglin
Xue, Yufeng
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机构:
Guangdong Ocean Univ, Coll Ocean & Meteorol, Zhanjiang 524008, Guangdong, Peoples R ChinaChinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China
Xue, Yufeng
Han, Zhe
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机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm Temperate East Asia, Beijing, Peoples R ChinaChinese Acad Sci, Climate Change Res Ctr, Inst Atmospher Phys, Beijing 100029, Peoples R China