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In this paper we firstly use a new method——numerical differentiation, which was developed in recent years to calculate gray gradient, and then realize the inverse cloud motion wind by regularization. At last, through simulation and practical experiments, we compared the wind inverse results between the algorithms with or without gray gradient information when the cloud images include perturbation. The experimental results show that the new algorithm with gradient information can reduce the influence of image disturbance effectively, and also increase the precision of cloud motion winds. We are in a position to find a new way to cloud motion wind inversion.
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Keywords:
- cloud motion wind /
- numerical differentiation /
- image gray gradient /
- regularization
[1] Huang S X, Liu Y D, Zhang L, Zhong J 2010 Chin Phys. B 19 2889
[2] Li H H, Wang M, Xue J S, Qi M H 2008 Acta Meteor.Sin. 66 50(in Chinese)[李华宏、王曼、薛纪善、杞明辉 2008 气象学报 66 50]
[3] Zhou Y S, Cao J, Gao S T 2008 Acta Phys.Sin. 57 6654 (in Chinese)[周玉淑、曹 洁、高守亭2008 物理学报 57 6654]
[4] Zhuang Z R, Xue J S 2004 J.Trop.Meteor. 20 225(in Chinese)[庄照荣、薛纪善 2004热带气象学报 20 225]
[5] Leese J A , Novak C S 1971 J.Appl.Meteor. 10 118
[6] Xu J M, Zhang Q S, Wang D C, Fan C Y 1997 Q. J. Appl. Meteor. 8 11(in Chinese)[许健民、张其松、王大昌、樊昌尧 1997应用气象学报 8 11]
[7] Sun L, Wang Z H, Xu J M 2004 J.Nanjing Insti.Meteor. 27 210 [孙 林、王振会、许建明 2004 南京气象学院学报 27 210]
[8] Wang Y B, Hon Y C, Cheng J 2006 J. Inv. Ⅲ-Posed Problems 14 205
[9] Wang Y B, Jia X Z, Cheng J 2002 Inv. Problems 18 1461
[10] Jia X Z, Wang Y B, Cheng J 2003 Numer.Math.: A J. Chinese Univ. 25 81 (in Chinese) [贾现正、王彦博、程 晋 2003 高等学校计算数学学报 25 81]
[11] Lu S, Wang Y B 2004 Numer.Math.: A J. Chinese Univ. 26 62(in Chinese) [陆帅、王彦博 2004 高等学校计算数学学报 26 62]
[12] Cai Q F, Huang S X, Gao S T, Zhong K, Li Z Q 2008 Acta Phys.Sin. 57 3912(in Chinese)[蔡其发、黄思训、高守亭、钟 科、李自强2008 物理学报 57 3912]
[13] Wang Y G, Cai Q F, Huang S X 2010 Acta Phys.Sin. 59 4359(in Chinese) [王业桂、蔡其发、黄思训2010 物理学报 59 4359]
[14] Huang S X, Cai Q F, Xiang J, Zhang M 2007 Acta Phys.Sin. 56 3022(in Chinese) [黄思训、蔡其发、项 杰、张 铭 2007物理学报 56 3022]
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[1] Huang S X, Liu Y D, Zhang L, Zhong J 2010 Chin Phys. B 19 2889
[2] Li H H, Wang M, Xue J S, Qi M H 2008 Acta Meteor.Sin. 66 50(in Chinese)[李华宏、王曼、薛纪善、杞明辉 2008 气象学报 66 50]
[3] Zhou Y S, Cao J, Gao S T 2008 Acta Phys.Sin. 57 6654 (in Chinese)[周玉淑、曹 洁、高守亭2008 物理学报 57 6654]
[4] Zhuang Z R, Xue J S 2004 J.Trop.Meteor. 20 225(in Chinese)[庄照荣、薛纪善 2004热带气象学报 20 225]
[5] Leese J A , Novak C S 1971 J.Appl.Meteor. 10 118
[6] Xu J M, Zhang Q S, Wang D C, Fan C Y 1997 Q. J. Appl. Meteor. 8 11(in Chinese)[许健民、张其松、王大昌、樊昌尧 1997应用气象学报 8 11]
[7] Sun L, Wang Z H, Xu J M 2004 J.Nanjing Insti.Meteor. 27 210 [孙 林、王振会、许建明 2004 南京气象学院学报 27 210]
[8] Wang Y B, Hon Y C, Cheng J 2006 J. Inv. Ⅲ-Posed Problems 14 205
[9] Wang Y B, Jia X Z, Cheng J 2002 Inv. Problems 18 1461
[10] Jia X Z, Wang Y B, Cheng J 2003 Numer.Math.: A J. Chinese Univ. 25 81 (in Chinese) [贾现正、王彦博、程 晋 2003 高等学校计算数学学报 25 81]
[11] Lu S, Wang Y B 2004 Numer.Math.: A J. Chinese Univ. 26 62(in Chinese) [陆帅、王彦博 2004 高等学校计算数学学报 26 62]
[12] Cai Q F, Huang S X, Gao S T, Zhong K, Li Z Q 2008 Acta Phys.Sin. 57 3912(in Chinese)[蔡其发、黄思训、高守亭、钟 科、李自强2008 物理学报 57 3912]
[13] Wang Y G, Cai Q F, Huang S X 2010 Acta Phys.Sin. 59 4359(in Chinese) [王业桂、蔡其发、黄思训2010 物理学报 59 4359]
[14] Huang S X, Cai Q F, Xiang J, Zhang M 2007 Acta Phys.Sin. 56 3022(in Chinese) [黄思训、蔡其发、项 杰、张 铭 2007物理学报 56 3022]
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