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KNN不同距离度量对FY-4A/AGRI红外亮温反演降水的影响研究
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作者 王根 陆雅君 +2 位作者 王悦 吴瑞姣 丁从慧 《红外》 CAS 2020年第4期41-48,共8页
静止卫星的高时空分辨率对高影响灾害性天气的监测和预报有显著优势。开展了基于风云四号A星多通道扫描成像辐射计(Advanced Geosynchronous Radiation Imager,AGRI)红外光谱亮温的台风降水反演研究。探讨了正则化反问题方法中K--最邻近... 静止卫星的高时空分辨率对高影响灾害性天气的监测和预报有显著优势。开展了基于风云四号A星多通道扫描成像辐射计(Advanced Geosynchronous Radiation Imager,AGRI)红外光谱亮温的台风降水反演研究。探讨了正则化反问题方法中K--最邻近(K--Nearest Neighbor,KNN)不同距离度量对降水反演精度的影响。降水反演共分两步:一是降水视场点识别,主要基于训练字典样本,利用KNN识别待反演的亮温“降水”和“非降水”信号;二是降水视场点反演,即在判识视场点有降水的基础上采用正则化反问题方法进行红外亮温降水反演。KNN距离度量分别采用欧氏、标准化欧氏、马氏和布洛克距离。以台风“安比(2018)”为例,开展了降水反演试验。试验表明,反演结果与GPM的相似度较高,且不同距离度量在反演“极端降水”时各有优势。 展开更多
关键词 FY-4A/AGRI 台风“安比” 降水反演 距离度量 正则化反问题
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Reconstruction of impact force of mechanical press in time domain
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作者 何鹏程 贾方 《Journal of Southeast University(English Edition)》 EI CAS 2011年第4期400-404,共5页
To overcome the difficulty in directly measuring the impact force of a mechanical press, the inverse theory is employed to reconstruct the impact force from the corresponding response data in time domain. The nature o... To overcome the difficulty in directly measuring the impact force of a mechanical press, the inverse theory is employed to reconstruct the impact force from the corresponding response data in time domain. The nature of ill-posedness of impact force reconstruction is explored through singular value decomposition (SVD) and the Tikhonov regularization is utilized to deal with the ill-posedness, in which the optimal parameter is chosen in light of the L-curve criterion and the generalized cross- validation (GCV). The experimentally measured strain responses of upper and lower dies of the press are chosen as source data for impact force reconstruction, and the corresponding numerical results are compared with the experimental measurements, which verifies the effectiveness of the reconstruction method. 展开更多
关键词 mechanical press impact force RECONSTRUCTION inverse problem REGULARIZATION
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