Retrieval of Barometric Pressure from Satellite Passive Microwave Observations over the Oceans
文献类型：期刊论文
| 作者 | Zhang, Zijin; Dong, Xiaolong; Liu, Liling; He, Jieying; Dong, XL (reprint author), Chinese Acad Sci, Natl Space Sci Ctr, Key Lab Microwave Remote Sensing, Beijing, Peoples R China.; Dong, XL (reprint author), Univ Chinese Acad Sci, Beijing, Peoples R China. |
| 刊名 | JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
 |
| 出版日期 | 2018 |
| 卷号 | 123期号:6页码:4360-4372 |
| 关键词 | Sea Surface Barometric Pressure Retrieval Algorithm Passive Microwave Atms Tropical Cyclone Analysis |
| ISSN号 | 2169-9275 |
| 英文摘要 | Sea surface barometric pressure is one of the few key geophysical variables has not been derived from satellite observations. In this study, we investigate the retrieval of sea surface barometric pressure from passive microwave observations. The direct relationship between surface barometric pressure and upward-emitted brightness temperature observed by a microwave radiometer is deduced and validated. A statistical retrieval algorithm based on the back-propagation (BP) neural networks is proposed to estimate sea surface barometric pressure using the observations from the Advanced Technology Microwave Sounder (ATMS) onboard the Suomi-National Polar-Orbiting Operational Environmental Satellite System Preparatory Project (SNPP) satellite. In situ buoy measurements and reanalysis data are used to assess the retrieval performance. Experimental results show that the proposed retrieval algorithm can estimate sea surface barometric pressure over mid-to-low latitude areas ( 40 degrees S-40 degrees N) with the root mean square errors of less than 2.0, 3.0, and 3.5 hPa for clear-sky, cloudy, and rainy conditions, respectively. Several tropical cyclone retrieval experiments also show that the proposed retrieval algorithm behaves well under high wind conditions (15 m/s |
| 语种 | 英语 |
| 资助机构 | National Key R&D Program of China [2017YFB0502800, 2017YFB0502802] |
| 源URL | [http://ir.nssc.ac.cn/handle/122/6400]  |
| 专题 | 国家空间科学中心_微波遥感部 |
| 通讯作者 | Dong, XL (reprint author), Chinese Acad Sci, Natl Space Sci Ctr, Key Lab Microwave Remote Sensing, Beijing, Peoples R China.; Dong, XL (reprint author), Univ Chinese Acad Sci, Beijing, Peoples R China. |
| 推荐引用方式 GB/T 7714 | Zhang, Zijin,Dong, Xiaolong,Liu, Liling,et al. Retrieval of Barometric Pressure from Satellite Passive Microwave Observations over the Oceans[J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS,2018,123(6):4360-4372. |
| APA | Zhang, Zijin,Dong, Xiaolong,Liu, Liling,He, Jieying,Dong, XL ,&Dong, XL .(2018).Retrieval of Barometric Pressure from Satellite Passive Microwave Observations over the Oceans.JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS,123(6),4360-4372. |
| MLA | Zhang, Zijin,et al."Retrieval of Barometric Pressure from Satellite Passive Microwave Observations over the Oceans".JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS 123.6(2018):4360-4372. |
入库方式： OAI收割
来源：国家空间科学中心
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