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| Retrieval of Atmospheric Horizontal Visibility by Statistical Regression from NOAA/AVHRR Satellite Data | |
| 引用本文： | HUANG Fei WANG Hong QIAN Junping WANG Guofu. Retrieval of Atmospheric Horizontal Visibility by Statistical Regression from NOAA/AVHRR Satellite Data[J]. 中国海洋大学学报(英文版), 2006, 5(3): 207-212. DOI: 10.1007/s11802-006-0003-4 |
| 作者姓名： | HUANG Fei WANG Hong QIAN Junping WANG Guofu |
| 作者单位： | [1]Department of Marine Meteorology, Ocean-Atmosphere Interaction and Climate Laboratory, Ocean University of China, Qingdao 266003, P. R. China [2]School of Geography Science and Planning, Sun Yet-Sen University, Guangzhou 510275, P.R. China [3]Guangzhou Institute of Geography, Guangzhou 510070, P.R. China [4]National Meteorological Information Centre （ NMIC ）, China Meteorological Administration （ CMA ）, Beijing 100081, P. R. China |
| 基金项目： | 国家高技术研究发展计划(863计划);广东省自然科学基金;国家重点基础研究发展计划(973计划);教育部高校新世纪杰出人才项目 |
| 摘 要： | Based on the atmospheric horizontal visibility data from forty-seven observational stations along the eastern coast of China near the Taiwan Strait and simultaneous NOAA/AVHRR multichannel satellite data during January 2001 to December 2002, the spectral characters associated with visibility were investigated. Successful retrieval of visibility from multichannel NOAA/AVHRR data was performed using the principal component regression （PCR） method. A sample of retrieved visibility distribution was discussed with a sea fog process. The correlation coefficient between the observed and retrieved visibility was about 0.82, which is far higher than the 99.9% confidence level by statistical test. The rate of successful retrieval is 94.98% of the 458 cases during 2001 2002. The error distribution showed that high visibilities were usually under-estimated and low visibilities were over-estimated and the relative error between the observed and retrieved visibilities was about 21.4%. |
| 关 键 词： | 大气 能见度 卫星数据 气象图 海洋气象 |
| 收稿时间： | 2005-09-09 |
| 修稿时间： | 2006-03-31 |
Retrieval of atmospheric horizontal visibility by statistical regression from NOAA/AVHRR satellite data |
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| Huang Fei,Wang Hong,Qian Junping,Wang Guofu. Retrieval of atmospheric horizontal visibility by statistical regression from NOAA/AVHRR satellite data[J]. Journal of Ocean University of China, 2006, 5(3): 207-212. DOI: 10.1007/s11802-006-0003-4 | |
| Authors: | Huang Fei Wang Hong Qian Junping Wang Guofu |
| Affiliation: | 1. Department of Marine Meteorology, Ocean-Atmosphere Interaction and Climate Laboratory,Ocean University of China, Qingdao 266003, P.R.China 2. School of Geography Science and Planning, Sun Yet-Sen University, Guangzhou 510275, P.R.China;Guangzhou Institute of Geography, Guangzhou 510070, P.R.China 3. National Meteorological Information Centre (NMIC), China Meteorological Administration (CMA),Beijing 100081, P.R.China |
| Abstract: | Based on the atmospheric horizontal visibility data from forty-seven observational stations along the eastern coast of China near the Taiwan Strait and simultaneous NOAA/AVHRR multichannel satellite data during January 2001 to December 2002, the spectral characters associated with visibility were investigated. Successful retrieval of visibility from multichannel NOAA/AVHRR data was performed using the principal component regression (PCR) method. A sample of retrieved visibility distribution was discussed with a sea fog process. The correlation coefficient between the observed and retrieved visibility was about 0.82, which is far higher than the 99.[KG-*7]9% confidence level by statistical test. The rate of successful retrieval is 94.98% of the 458 cases during 2001-2002. The error distribution showed that high visibilities were usually under-estimated and low visibilities were over-estimated and the relative error between the observed and retrieved visibilities was about 21.4%. |
| Keywords: | atmospheric horizontal visibility retrieval NOAA/AVHRR satellite data PCR |
| 本文献已被 CNKI 维普 万方数据 SpringerLink 等数据库收录！ | |