IGARSS 2018 – 2018 IEEE International Geoscience and Remote Sensing Symposium

Home , Capella (crater), Italian Naval Academy, Trishna (yacht)

Valencia, Spain

22-27 July 2018

Pages 1-660

IEEE Catalog Number: CFP18IGA-POD ISBN: 978-1-5386-7151-1

1/14

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IEEE Catalog Number: CFP18IGA-POD ISBN (Print-On-Demand): 978-1-5386-7151-1 ISBN (Online): 978-1-5386-7150-4 ISSN: 2153-6996

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025+,68,67$78672:$5')</$81&+ Tsuneo Matsunaga, National Institute for Environmental Studies, Japan; Akira Iwasaki, University of the Tokyo, Japan; Satoshi Tsuchida, Koki Iwao, National Institute of Advanced Industrial Science and Technology, Japan; Jun Tanii, Osamu Kashimura, Japan Space Systems, Japan; Ryosuke Nakamura, Hirokazu Yamamoto, Soushi Kato, Kenta Obata, National Institute of Advanced Industrial Science and Technology, Japan; Koichiro Mouri, Tetsushi Tachikawa, Japan Space Systems, Japan

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025*(2/2*,&$/0$33,1*2)+<'527+(50$/$/7(5$7,212192/&$12(6 )52008/7,6(16253/$7)2506 Gabor Kereszturi, Reddy Pullanagari, Stuart Mead, Massey University, New Zealand; Lauren Schaefer, University of Canterbury, 1HZ=HDODQG-RQDWKDQ3URFWHU0DVVH\8QLYHUVLW\1HZ=HDODQG:LOOLDP.LUN6FKOHLৼDUWK1RUWKHUQ$UL]RQD8QLYHUVLW\8QLWHG States; Ben Kennedy, University of Canterbury, New Zealand

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025$1$1$/<6,62)%,67$7,&6($&/877(567$7,67,&6 Ahmed M. Balakhder, Joel Johnson, Hongkun Li, ElectroScience Laboratory, The Ohio State University, United States

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0253+<6,&6%$6('02'(/,1*2)$&7,9(3$66,9(0,&52:$9(&29$5,$7,216 )25*(23+<6,&$/5(75,(9$/6 7KRPDV-DJGKXEHU*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\'DUD(QWHNKDEL0DVVDFKXVHWWV,QVWLWXWHRI7HFKQRORJ\8QLWHG 6WDWHV1DUHQGUD1'DV&DOLIRUQLD,QVWLWXWHRI7HFKQRORJ\8QLWHG6WDWHV0RULW]/LQN*HUPDQ$HURVSDFH&HQWHU '/5 Germany; Martin Baur, University of Bayreuth, Germany; Ruzbeh Akbar, Massachusetts Institute of Technology, United States; &DUVWHQ0RQW]ND5HVHDUFK&HQWUH-OLFK*HUPDQ\6HXQJ%XP.LP6LPRQ

[[LL 025),56725'(566$02'(/,1*2)7+($1,627523,&528*+62,/%,67$7,& 6&$77(5,1* Davide Comite, Nazzareno Pierdicca, Sapienza Università di Roma, Italy

025528*+685)$&(())(&76,1%$&.6&$77(55(78516)520)25(676 Roger Lang, Can Suer, George Washington University, United States

025100')8//:$9(6,08/$7,2162)9(*(7$7,21$1')25(67())(&76 ,10,&52:$9(5(027(6(16,1* Huanting Huang, Leung Tsang, University of Michigan, Ann Arbor, United States; Andreas Colliander, Rashmi Shah, Simon Yueh, NASA Jet Propulsion Laboratory, California Institute of Technology, United States

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0257523,&6$',675,%87('63$&(&5$)70,66,21)25678'<,1*7523,&$/ 672506 William Blackwell, MIT Lincoln Laboratory, United States

0250$*1(7263+(5,&&2167(//$7,21/(9(5$*,1*63$&()25%,* 6&,(1&( Larry Kepko, NASA Goddard Space Flight Center, United States

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025',675,%87('63$&(&5$)70,66,216 '60 7(&+12/2*<'(9(/230(17 $71$6$*2''$5'63$&()/,*+7&(17(5 Jacqueline Le Moigne, NASA Goddard Space Flight Center, United States

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0255$',2)5(48(1&<,17(5)(5(1&(75(1'6)257+($065($1'$065 5$',20(7(56 David Draper, Ball Aerospace, United States; Paolo de Matthaeis, NASA Goddard Space Flight Center, United States

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0250,7,*$7,212)60265),&217$0,1$7,21%$6('21%7)5(48(1&< 09 (;75$32/$7,21 Roger Oliva, Zenithal Blue Technologies, Spain

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025352),/(62)5),,1$/26,0$*(6$&$6(678'<,172.<2%$<-$3$119 Ryo Natsuaki, Akira Hirose, The University of Tokyo, Japan

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0250,7,*$7,212)8/75$:,'(%$1',17(5)(5(1&()256$586,1* 6 1211(*$7,9(0$75,;)$&725,=$7,21:,7+35,25&21675$,176 Mingliang Tao, Northwestern Polytechnical University, China; Xinyu Zhang, Lanzhou University, China; Jia Su, Northwestern Polytechnical University, China; Zijing Zhang, Xidian University, China

[[LY 02508/7,6(1625'$7$,17(*5$7,21)25(1+$1&('5(75,(9$/62)($57+ 6<67(03$5$0(7(56,

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0253+<6,&6%$6('5(75,(9$/2)685)$&(528*+1(663$5$0(7(56)25 %$5(62,/6)520&20%,1('$&7,9(3$66,9(0,&52:$9(6,*1$785(6 $QNH)OXKUHU7KRPDV-DJGKXEHU*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\'DUD(QWHNKDEL0DVVDFKXVHWWV,QVWLWXWHRI 7HFKQRORJ\8QLWHG6WDWHV0LFKDHO+&RVK8QLWHG6WDWHV'HSDUWPHQWRI$JULFXOWXUH$JULFXOWXUDO5HVHDUFK6HUYLFH8QLWHG States; Peggy O’Neill, NASA Goddard Space Flight Center, United States; Roger Lang, George Washington University, United 6WDWHV,VPDLO%DULV*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\

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025(67,0$7,1**5$9,0(75,&02,6785(2)9(*(7$7,2186,1*$1 $77(18$7,21%$6('08/7,6(1625$3352$&+ Anita Fink, University of Augsburg, German Aerospace Center, Germany; Thomas Jagdhuber, German Aerospace Center '/5 *HUPDQ\0DUtD3LOHV8QLYHUVLW\RI9DOHQFLD6SDLQ-HQQLIHU*UDQW1HWKHUODQGV6SDFH2৽FH1HWKHUODQGV0DUWLQ %DXU8QLYHUVLW\RI%D\UHXWK*HUPDQ\0RULW]/LQN/XGZLJ0D[LPLOLDQ8QLYHUVLW\RI0XQLFK*HUPDQ\'DUD(QWHNKDEL Massechusetts Institute of Technology, United States

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[[Y 02508/7,)5(48(1&<(67,0$7,212)&$123<3(1(75$7,21'(37+6 )52060$3$0655$',20(7(5$1',&(6$7/,'$5'$7$ 0DUWLQ%DXU8QLYHUVLW\RI%D\UHXWK*HUPDQ\7KRPDV-DJGKXEHU*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\0RULW]/LQN /XGZLJ0D[LPLOLDQ8QLYHUVLW\RI0XQLFK*HUPDQ\0DUtD3LOHV8QLYHUVLWDWGH9DOqQFLD6SDLQ5X]EHK$NEDU'DUD(QWHNKDEL Massachusetts Institute of Technology, United States

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025819(,/,1*7+(&203/(;6758&785(2)7$60$1,$17(03(5$7( )25(676:,7+02'(/%$6('7$1'(0;7202*5$3+< Maciej Soja, Susan Baker, Gregory Jordan, Arko Lucieer, University of Tasmania, Australia; Robert Musk, Sustainable Timber Tasmania, Australia; Lars M. H. Ulander, Chalmers University of Technology, Sweden; Mark Williams, Horizon Geoscience Consulting, Australia; Richard White, University of Tasmania, Australia

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0257(55(675,$/,03$&7&5$7(56±7+(7$1'(0;9,(: Manfred Gottwald, Thomas Fritz, Helko Breit, Birgit Schättler, Remote Sensing Technology Institute, German Aerospace Center, Germany

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025*(263$7,$/%,*'$7$352&(66,1*,1+<%5,'&/28'(19,5210(176 Ingo Simonis, OGC, Germany

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025'$7$&8%(6$7(&+12/2*<6859(< Peter Baumann, Dimitar Misev, Vlad Merticariu, Bang Pham Huu, Brennan Bell, Jacobs University, Germany

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[[YLL 0233$(/(&7520$*1(7,&02'(/,1*2)6+,36,10$5,7,0(6&(1$5,26 *(20(75,&$/237,&6$3352;,0$7,21 Walter Fuscaldo, Sapienza Università di Roma, Italy; Alessio Di Simone, University of Naples Federico II, Italy; Leonardo 0LOOH¿RUL1$726FLHQFHDQG7HFKQRORJ\2UJDQL]DWLRQ&HQWUHIRU0DULWLPH5HVHDUFKDQG([SHULPHQWDWLRQ,WDO\'DQLHOH Riccio, Giuseppe Ruello, University of Naples Federico II, Italy; Paolo Braca, NATO Science and Technology Organization Centre for Maritime Research and Experimentation, Italy; Peter Willett, University of Connecticut, United States

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0233$$1(:7(&+1,48()256,08/$7,1*5$'$5(&+2(6)520/$<(5(' 68%685)$&(7$5*(76 Christopher Gerekos, Alessandro Tamponi, Leonardo Carrer, Davide Castelletti, Massimo Santoni, Lorenzo Bruzzone, University of Trento, Italy

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0233'$118/$5$55$<'6$55(62/87,21$1$/<6,6$1''$7$352&(66,1* Ling Pu, Xiaoling Zhang, Jun Shi, Shunjun Wei, University of Electronic Science and Technology of China, China

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02337'((36(0$17,&+$6+,1*5(75,(9$/2)5(027(6(16,1*,0$*(6 Cheng Chen, Huanxin Zou, Ningyuan Shao, Jiachi Sun, National University of Defense Technology, China; Xianxiang Qin, Air Force Engineering University, China

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02338(9$/8$7,212)$065$1'02',6/$1'685)$&(7(03(5$785(86,1* *5281'0($685(0(176,1+(,+(5,9(5%$6,1 Jin Ma, Ji Zhou, Yingjun Zhang, Xiaodong Zhang, University of Electronic Science and Technology of China, China

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023389$/,'$7,212)*/2%$//$1'685)$&(6$7(//,7(3+$6(685)$&( %52$'%$1'$/%('2352'8&7 Xijia Li, Hongbo Yan, Xianlei Fan, Yanling Ding, Ying Qu, Northeast Normal University, China [OL 023385(75,(9$/2)7<3+221$1'+855,&$1(685)$&(%$520(75,& 35(6685(%<3$66,9(0,&52:$9(0($685(0(176 Zijin Zhang, Xiaolong Dong, CAS Key Laboratory of Microwave Remote Sensing, National Space Science Center, Chinese Academy of Sciences, China

023389$/,'$7,212)$70263+(5,&:$7(59$325)5206(9(5$/6$7(//,7( ,167580(17686,1**360($685(0(176$763$1,6+67$7,21681'(5&/28')5(( &21',7,216 -DYLHU9DTXHUR0DUWLQH]0DQXHO$QWyQ8QLYHUVLGDGGH([WUHPDGXUD%DGDMR] 6SDLQ 6SDLQ-RVp3DEOR2UWL]GH*DOLVWHR $(0(7 9DOODGROLG 6SDLQ9LFWRULD&DFKRUUR3DEORÈOYDUH]=DSDWHUR8QLYHUVLGDGGH9DOODGROLG6SDLQ5REHUWR5RPiQ 8QLYHUVLGDGGH*UDQDGD6SDLQ'LHJR/R\ROD*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\0DULD-RDR&RVWD8QLYHUVLGDGH de Evora, Portugal; Huiquin Wang, Gonzalo Gonzalez Abad, Smithsonian Astrophysical Observatory, United States; Stefan Noel, University of Bremen, United States

02338$66(660(172)7:26$7(//,7(%$6('/$1'685)$&(6+257:$9( '2:1:$5'5$',$7,21'$7$6(7629(57+(7,%(7$13/$7($8 Yuechi Yu, Tianxing Wang, Jiancheng Shi, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China

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02339(;3(5,0(17$/9(5,),&$7,212)21(',0(16,21$/0,5525(' $3(5785(6<17+(6,6 Liangbing Chen, Yuhao Wang, Huilin Zhou, Chaoqun Zhang, Nanchang University, China; Haofeng Dou, Qingxia Li, Liangqi Gui, Yuanchao Wu, Zhenyu Lei, Huazhong University of Science and Technology, China

02339(1(5*<0,1,0,=$7,21)25&,5586$1'&808/86&/28'6(3$5$7,21 ,1$70263+(5,&,0$*(6 Charles Marshak, University of California, Los Angeles, United States; Igor Yanovsky, Jet Propulsion Laboratory, United States; Luminita Vese, University of California, Los Angeles, United States

0233908/7,7$6.&/$66,),&$7,212)5(027(6(16,1*6&(1(686,1*'((3 1(85$/1(7:25.6 Haikel Alhichri, King Saud University, Saudi Arabia

02339&203$5$7,9(9$/,'$7,212)&/($56.<,55$',$1&(02'(/629(5 ),1/$1' Viivi Kallio, Aku Riihelä, Finnish Meteorological Institute, Finland

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023395(6($5&+21'(7(&7,212,/63,//,1)250$7,21%$6('21 32/$5,=$7,21'(&20326,7,21 Yarong Zou, National Satellite Ocean Application Service, China; Shengli Zhang, Beijing International Studies University, China; Chao Liang, Wentao An, National Satellite Ocean Application Service, China

02339(67,0$7,212)/$1'685)$&(7(03(5$785()520810$11('$(5,$/ 9(+,&/(/2$'('7+(50$/,0$*(5'$7$ 0HQJOLQ6L%R+XL7DQJ6WDWH.H\/DERUDWRU\RI5HVRXUFHVDQG(QYLURQPHQW,QIRUPDWLRQ6\VWHP&KLQD=KDR/LDQJ/L.H\ Laboratory of Agricultural Remote Sensing, China

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0233:(92/87,212)7+(5$',2)5(48(1&<,17(5)(5(1&( (19,5210(17)$&('%<($57+2%6(59,1*0,&52:$9(5$',20(7(56,1&$1'; %$1'629(5(8523( Mustafa Aksoy, University at Albany, State University of New York, United States

0233:5$',2)5(48(1&<,17(5)(5(1&( 5), 352'8&76217+($48$5,86 :(%6,7( Paolo de Matthaeis, Yan Soldo, David Le Vine, NASA Goddard Space Flight Center, United States; Vardis Tsontos, NASA Jet Propulsion Laboratory, United States

0233:,17(5)(5(1&(68335(66,21)256$5%$6(21$0%,*8,7<)81&7,21 ,7(5$7,21'(&20326,7,21 Jia Su, Mingliang Tao, Jian Xie, Ling Wang, Northwestern Polytechnical University, China

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0233:021,725,1*2)60265),6285&(6,17+(±0+=3$66,9(%$1' Ekhi Uranga, Alvaro Llorente, Antonio de la Fuente, Elena Daganzo, Roger Oliva, European Space Agency, Spain; Yann Kerr, CESBIO, France

0233:612:'(16,7<$1'*5281'3(50,77,9,7<5(75,(9(')520/%$1' 5$',20(75<0(/7,1*())(&76 Mike Schwank, GAMMA Remote Sensing Research and Consulting AG, Switzerland; Reza Naderpour, Swiss Federal Research Institute WSL, Switzerland

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785&11%$6('5(1250$/,=$7,210(7+2')256+,3'(7(&7,21,19+5 5(027(6(16,1*,0$*(6 Tengfei Wang, Yanfeng Gu, Harbin Institute of Technology, China

785$129(/7(&+1,48()25%8,/',1*522)0$33,1*,1 9(5<+,*+5(62/87,2108/7,63(&75$/6$7(//,7('$7$ Alessandro Andreoni, Fabio Dell’Acqua, University of Pavia, Italy; Riccardo Freddi, OHB Italia SpA, Italy

785)86,1*,1)250$7,21)52068%3,;(/72683(53,;(/)25 +<3(563(&75$/$120$/<'(7(&7,21 Zhihong Huang, Shutao Li, Leyuan Fang, Hunan University, China

785*$1%$6(''20$,1$'$37$7,21)252%-(&7&/$66,),&$7,21 Mesay Belete Bejiga, Farid Melgani, University of Trento, Italy

7852%-(&7'(7(&7,21,16$7(//,7(,0$*(5<86,1*67(3 &2192/87,21$/1(85$/1(7:25.6 Hiroki Miyamoto, Kazuki Uehara, Masahiro Murakawa, Hidenori Sakanashi, Hirokazu Nosato, Toru Kouyama, Ryosuke Nakamura, National Institute of Advanced Industrial Science and Technology, Japan

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785'(7(&7,1*%8,/',1*62)$1<6,=(86,1*,17(*5$7,212)&11 02'(/6 Ryuhei Hamaguchi, Keisuke Nemoto, Tomoyuki Imaizumi, Shuhei Hikosaka, PASCO CORPORATION, Japan

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785,1)/8(1&(2)+$/)63$&(%$&.*5281'215$'$56,*1$785(62)60$// '521(6 Xin Qi, Zaiping Nie, Xiaofeng Que, Yue Wang, Jun Hu, University of Electronic Science and Technology of China, China

785'<1$0,&352*5$00,1*75$&.%()25('(7(&7$/*25,7+0)25 08/7,67$7,&0,0267$35$'$5 Shusen Wang, Ze Yu, Yukun Guo, Liwei Sun, Yanan Yu, Beihang University, China

785$7(55$,1,1)250$7,21&21675$,1('6(0,'(),1,7(5(/$;$7,21 0(7+2')25'233/(56+,)7%$6('6285&(/2&$/,=$7,21 Lijuan Deng, Ping Wei, Zhan Zhang, Ningkang Chen, Hongshu Liao, Wen Sun, University of Electronic Science and Technology of China, China

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7859(5<+,*+5(62/87,21237,&$/,0$*(&/$66,),&$7,2186,1* :$7(56+('6(*0(17$7,21$1'$5(*,21%$6('.(51(/ Andrea De Giorgi, Gabriele Moser, University of Genoa, Italy; Giovanni Poggi, Giuseppe Scarpa, University of Naples, Italy; Sebastiano Serpico, University of Genoa, Italy

78563$56,7<'5,9(1',*,7$/7(55$,102'(/(;75$&7,21 )DWLK1DU.RQ\D)RRGDQG$JULFXOWXUH8QLYHUVLW\7XUNH\(UGDO

785$1,03529('$'$37,9($17&2/21<$/*25,7+0)25,17(//,*(17 6($0/,1('(7(&7,212)257+2,0$*(026$,&.,1* Guoqing Zhou, Qingyang Wang, Bin Jia, Qiuyu Pan, Hongjun Sha, Xiaofan Liu, Shengxin Huang, Haoyu Wang, Guilin University of Technology, China

785%8,/',1*5(&216758&,2186,1*7+5((',0(16,21$/=(51,.( 020(176,1',*,7$/685)$&(02'(/ Bing Ma, Ye Zhang, Shu Tian, Harbin Institute of Technology, China

[OLY 785683(53,;(/3$57,7,21,1*2)9(5<+,*+5(62/87,216$7(//,7( ,0$*(6)25/$5*(6&$/(&/$66,),&$7,213(563(&7,9(6:,7+'((3 &2192/87,21$/1(85$/1(7:25.6 Tristan Postadjian, Arnaud Le Bris, Univ. Paris Est, LASTIG MATIS, IGN, ENSG, France; Hichem Sahbi, CNRS, LIP6 UPMC Sorbonne Universités, Paris, France; Clément Mallet, Univ. Paris Est, LASTIG MATIS, IGN, ENSG, France

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785,19(67,*$7,212)7$1'(0;3(1(75$7,21'(37+29(57+( *5((1/$1',&(6+((7 Sahra Abdullahi, Birgit Wessel, Tobias Leichtle, Martin Huber, Christian Wohlfart, Achim Roth, German Aerospace Center '/5 *HUPDQ\

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78567521*&/877(568335(66,21)2563$&(%251('8$/±&+$11(/ 6$5*07, Mingjie Zheng, Weidong Yu, Lei Zhang, Robert Wang, Institute of Electronics, Chinese Academy of Sciences, China

785,%,6$5&6$5$1,1129$7,9(*5281'%$6('6$56<67(0)256/23( 021,725,1* Federico Viviani, Alberto Michelini, Lorenzo Mayer, Francesco Coppi, IDS GeoRadar Srl, Italy

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7853(56,67(176&$77(5(567$7,67,&6$1'7+(,5'(7(&7,21 Howard Zebker, Stacey Huang, Stanford University, United States

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785&26(,60,&685)$&('()250$7,2162)*/2%$//$5*(($57+48$.(6,1 '(7(&7('%<$/26,16$5 Yu Morishita, Geospatial Information Authority of Japan, Japan

[OY 785$'$7$$'$37,9((2)%$6('0(7+2')25',63/$&(0(176,*1$/ (;75$&7,21)520,17(5)(52*5$07,0(6(5,(6 Rémi Prébet, Yajing Yan, Matthias Jauvin, Emmanuel Trouvé, Université Savoie Mont Blanc, France

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7857+5((',0(16,21$/'()250$7,21021,725,1*$1'6758&785$/5,6. $66(660(172)%5,'*(6%<,17(*5$7,1*2%6(59$7,216)52008/7,3/(6$5 6(16256 ;LDRTLRQJ4LQ7KH+RQJ.RQJ3RO\WHFKQLF8QLYHULVW\:XKDQ8QLYHUVLW\&KLQD;LDROL'LQJ7KH+RQJ.RQJ3RO\WHFKQLF Univeristy, China; Mingsheng Liao, Wuhan University, China

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7850($685(0(172)9(57,&$/'()250$7,21,1.$5$&+,86,1* 08/7,7(0325$/,16$5 Shamsa Kanwal, Xiaoli Ding, Lei Zhang, The Hong Kong Polytechnic University, Hong Kong SAR of China

785),567$1$/<6,62)&%$1'(&575$16321'(56)25,16$5*(2'(6< Hans van der Marel, Freek van Leijen, Ramon F. Hanssen, Delft University of Technology, Netherlands

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7853%$1'6,*1$/62)23325781,7<)255(027(6(16,1*2)5227=21( 62,/02,6785( Simon Yueh, Xiaolan Xu, Rashmi Shah, California Institute of Technology, United States; Steve Margulis, University of California, Los Angeles, United States; Kelly Elder, US Department of Agriculture, United States

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785$1$/<6,62)&<*166'$7$)2562,/02,6785($33/,&$7,216 Maria Paola Clarizia, Deimos Space UK Ltd, United Kingdom; Nazzareno Pierdicca, University of La Sapienza, Italy; Fabiano Costantini, Deimos Space UK Ltd, United Kingdom

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7856<17+(7,&$3(5785(5$'$52%6(59$7,2162),17(5$118$/ 2&($1$70263+(5(&283/,1*29(57+(620$/,&855(17 Michael Caruso, Hans Graber, University of Miami, United States

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785:,1'),(/'5(75,(9,1*81'(55$,1<&21',7,216%$6('216833257 9(&7250$&+,1()25&20%,1('$&7,9(3$66,9(2%6(59$7,2162)+<$ Xingou Xu, Xiaolong Dong, The CAS Key Laboratory of Microwave Remote Sensing, National Space Science Center, Chinese Academy of Sciences, China

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78586,1**+=0,&52:$9(5$',20(75<72'(5,9(2&($16$/,1,7< Oguz Demir, Alexandra Bringer, Joel Johnson, Mark Andrews, Ethan Raines, ElectroScience Laboratory, The Ohio State University, United States; Kenneth Jezek, Byrd Polar Research Center, The Ohio State University, United States; Giovanni Macelloni, Marco Brogioni, Institute of Applied Physics, Italy

785(03,5,&$/&+$5$&7(5,=$7,212)7+(6026%5,*+71(667(03(5$785( %,$6$1'81&(57$,17<)25,03529,1*6($685)$&(6$/,1,7< (VWUHOOD2OPHGR9HUyQLFD*RQ]iOH]*DPEDX$QWRQLR7XULHO-XVWLQR0DUWtQH]&DUROLQD*DEDUUy-RDTXLP%DOODEUHUD3R\ Marcos Portabella, Insitute of Marine Science, CSIC, Spain; Manuel Arias, ARGANS, United Kingdom; Roberto Sabia, European Space Agency, Italy

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7856$/,1,7<5$,1,03$&702'(/ 5,0 675$7,),&$7,21$1$/<6,681'(5 6(9(5$/:,1'63(('&21',7,216 Maria Jacob, Universidad Nacional de Cordoba, Argentina; Kyla Drushka, William Asher, University of Washington, United 6WDWHV:/LQZRRG-RQHV$QGUHD6DQWRV*DUFLD8QLYHUVLW\RI&HQWUDO)ORULGD8QLWHG6WDWHV&DUORV0DUFHOR6FDYX]]R Universidad Nacional de Cordoba, Argentina

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785%(17+,&0$33,1*86,1*+,*+5(62/87,2108/7,63(&75$/$1' +<3(563(&75$/,0$*(5< Javier Marcello, Francisco Eugenio, Universidad de Las Palmas de Gran Canaria, Spain; Ferran Marques, Universitat 3ROLWqFQLFDGH&DWDOXQ\D%DUFHORQD7HFK6SDLQ

7856+$//2::$7(5%$7+<0(75<0$33,1*86,1*+<3(563(&75$/'$7$ Satomi Kakuta, Emiko Ariyasu, Asia Air Survey Co., Ltd., Japan; Tomomi Takeda, Japan Space Systems, Japan

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7856,167580(17$1'352'8&73(5)250$1&(67$78683'$7( Nuno Miranda, European Space Agency, Italy; Riccardo Piantanida, Andrea Recchia, Niccolo Franceschi, Aresys s.r.l, ,WDO\'DYLG6PDOO$GULDQ6FKXEHUW8QLYHUVLW\RI=ULFK6ZLW]HUODQG3HWHU0HDGRZV%$(6\VWHPV$SSOLHG,QWHOOLJHQFH Laboratories, United Kingdom

7856(17,1(/6$7(//,7((92/87,21 Ramón Torres, Dirk Geudtner, Svein Lokas, David Bibby, Paul Snoeij, Ignacio Navas Traver, Francisco Ceba Vega, Jelle Poupaert, Steve Osborne, European Space Agency, Netherlands

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785*/2%$/021,725,1*2))$8/7=21(6$1'92/&$12(6:,7+6(17,1(/ Andrew Hooper, Tim Wright, Karsten Spaans, University of Leeds, United Kingdom; Richard Walters, Durham University, United Kingdom; John Elliott, Jonathan Weiss, Marco Bagnardi, Emma Hatton, University of Leeds, United Kingdom; Pablo J. Gonzalez, University of Liverpool, United Kingdom; Fabien Albino, University of Bristol, United Kingdom; Susanna Ebmeier, University of Leeds, United Kingdom; Juliet Biggs, University of Bristol, United Kingdom; Matthew Gaddes, Qiang Qiu, Alistair McDougall, University of Leeds, United Kingdom

O 785,1129$7,9((;3/2,7$7,212)/21*'(16($1'&2+(5(17,16$5 6(17,1(/7,0(6(5,(6)25/$1'6859(<$1'&/$66,),&$7,21 Javier Duro, Fernando Vicente, Giuseppe Centolanza, Rubén Iglesias, Dares Technology, Spain

7856(17,1(/$&+,(9(0(176)252&($1$1'(;75(0((9(176 021,725,1* Romain Husson, CLS, France; Alexis Mouche, IFREMER, France; Harald Johnsen, NORUT, Norway; Fabrice Collard, OceanDataLab, France; Geir Engen, NORUT, Norway; Nicolas Longepe, CLS, France; Gilles Guitton, OceanDataLab, France; He Wang, NOTC, China; Xuan Wang, OUC, China; François Soulat, CLS, France; Bertrand Chapron, IFREMER, France

7856(17,1(/021,725,1*2)6$1725,1,92/&$123267815(6767$7( (OHQD3DSDJHRUJLRX$ULVWRWOH8QLYHUVLW\RI7KHVVDORQLNL*UHHFH0LFKDHO)RXPHOLV%5*0)UHQFK*HRORJLFDO6XUYH\ France; Antonios Mouratidis, Costas Papazachos, Aristotle University of Thessaloniki, Greece

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785-3669,,562&($1&2/25352'8&76$1'$33/,&$7,216 Menghua Wang, Lide Jiang, Xiaoming Liu, SeungHyun Son, Junqiang Sun, Wei Shi, Karlis Mikelsons, Liqin Tan, Xiaolong Wang, 0LNH&KX9HURQLFD/DQFH12$$1(6',667$58QLWHG6WDWHV

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78548$/,7<,03529(0(1762)µ$:'¶*/2%$/'60'(5,9(')520$/26 35,60 Junichi Takaku, Remote Sensing Technology Center of Japan, Japan; Takeo Tadono, Japan Aerospace Exploration Agency, Japan; Ken Tsutsui, Mayumi Ichikawa, NTT DATA Corporation, Japan

785$1($57+2%6(59$7,21)5$0(:25.)257+(/,7+,80(;3/25$7,21 Cristian Rossi, Stephen Spittle, Maral Bayaraa, Anoop Pandey, Niki Henry, Satellite Applications Catapult, United Kingdom

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785+<3(563(&75$/,0$*(5<)25(19,5210(17$/85%$13/$11,1* Cody Weber, R. Aguejdad, CNRS, France; Xavier Briottet, J. Avala, S. Fabre, ONERA, France; J. Demuynck, E. Zenou, ISAE 683$(52)UDQFH

78585%$19(*(7$7,210$33,1*86,1*+<3(563(&75$/,0$*(5<$1' 63(&75$//,%5$5< :DOLG2XHUJKHPPL6pEDVWLHQ*DGDO(63$&( 805 &156$L[0DUVHLOOHXQLYHUVLWp)UDQFH*LQWDXWDV0R]JHULV Aleksandras Stulginskis University, Lithuania

785(9$/8$7,212)',0(16,21$/5('8&7,210(7+2'62185%$1 9(*(*$7,21&/$66,),&$7,213(5)250$1&(86,1*+<3(563(&75$/'$7$ &KDUORWWH%UDEDQW(PLOLHQ$OYDUH]9DQKDUG*ZpQDsO0RULQ.LP7KDQK1JX\HQ$FKRXU/DULEL8QLYHUVLWp5HQQHV)UDQFH Thomas Houet, CNRS, Université Rennes II, France

785'(7(&7,21$1'$5($(67,0$7,21)253+27292/7$,&3$1(/6,185%$1 +<3(563(&75$/5(027(6(16,1*'$7$%<$125,*,1$/10)%$6('810,;,1* 0(7+2' 0RXVVD6R¿DQH.DURXL)DWLPD=RKUD%HQKDORXFKH&HQWUHGHV7HFKQLTXHV6SDWLDOHV$OJHULD

7856758&785$/237,0,=$7,21)25$&&85$7(&+$5$&7(5,=$7,212)85%$1 $5($6,1+<3(563(&75$/'$7$6(76 Andrea Marinoni, Paolo Gamba, University of Pavia, Italy

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785$+<%5,'$3352$&+)25'(/,1($7,212)%8,/',1*)22735,176)520 63$&(%251(67(5(2,0$*(6 Gholam Reza Dini, IGI mbH, Germany; Karsten Jacobsen, Franz Rottensteiner, University of Hannover, Germany; Mehdi Ravanbakhsh, University of Western Australia, Australia; Paolo Gamba, University of Pavia, Italy; Christian Heipke, University of Hannover, Germany

OLL 785$&203$5$7,9(678'<2),03(59,286685)$&((67,0$7,21)520 237,&$/$1'6$5'$7$86,1*'((3&2192/87,21$/1(7:25.6 Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, The Chinese University of Hong Kong, Hong Kong SAR of China; Zezhong Zheng, University of Electronic Science and Technology of China, China

78563$56(5(35(6(17$7,21)25,03(59,286685)$&($5($(;75$&7,21 86,1*:25/'9,(:$1'7(55$6$5;'$7$ Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Hui Lin, The Chinese University of Hong Kong, Hong Kong SAR of China

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785$,548$/,7<021,725,1*,185%$1$5($686,1*,16,78$1'6$7(//,7( '$7$:,7+,1(5$3/$1(7352-(&7 Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, EOS Data Analytics, Ukraine; Kyrylo Medyanovskyi, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine; Vladimir Vasiliev, EOS Data Analytics, Ukraine; Tatyana Bulanaya, Igor Gomilko, Noosphere Engineering School, Ukraine

7859$/,'$7,212)7+(685)$&((1(5*<%$/$1&(5(75,(9(')520 5(027(6(16,1*'$7$)257+(0(75232/,7$1$5($2)5,2'(-$1(,52 0$5- 9LWRU0LUDQGD)HGHUDO8QLYHUVLW\RI5LRGH-DQHLUR%UD]LO/HRQDUGR3HUHV)HGHUDO8QLYHUVLW\RI5LRGH-DQHLUR7KH Portuguese Institute for Sea and Atmosphere, Brazil; Edson Pereira, Federal University of Bahia, Brazil; José Ricardo França, Federal University of Rio de Janeiro, Brazil

785$8720$7('%8,/',1*(1(5*<&2168037,21(67,0$7,21)520$(5,$/ ,0$*(5< Artem Streltsov, Kyle Bradbury, Jordan Malof, Duke University, United States

785$1$/<6,62)%8&+$5(67¶6/$1'&29(5(92/87,2129(5$3(5,2'2) <($5686,1*08/7,6(1625'$7$ $OH[DQGUX&RVPLQ*ULYHL8QLYHUVLW\3ROLWHKQLFDRI%XFKDUHVW5RPDQLD0LKDL'DWFX*HUPDQ$HURVSDFH&HQWHU '/5 Germany

78585%$15$',$7,216(16,1*$1'02'(/,1* Masoud Ghandehari, New York University, United States; Thorsten Emig, Massachusetts Institute of Technology, United States; Milad Aghamohamadnia, New York University, United States

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785352*5(66,1(08/$7,21)255$',$7,9(75$16)(502'(/,1*$1' 0$33,1* -RFKHP9HUUHOVW8QLYHUVLW\RI9DOHQFLD6SDLQ-XDQ3DEOR5LYHUD&DLFHGR&21$&<78$10H[LFR-RVp0RUHQR,PDJH Processing Laboratory, Spain

785'$57$722/)25678'<,1*($57+685)$&(67,0(6(5,(62)85%$1 5$',$7,9(%8'*(7)520(26$7(//,7(6 -HDQ3KLOLSSH*DVWHOOX(WFKHJRUU\/XFDV/DQGLHU8QLYHUVLW\RI7RXORXVH)UDQFH$KPDG$OELWDU&156)UDQFH1LFRODV Lauret, University of Toulouse, France; Tiangang Yin, NASA, United States; Jianbo Qi, Jordan Guilleux, Eric Chavanon, University of Toulouse, France; Cristian Feigenwinter, Basel University, Switzerland; Zina Mitraka, Nektarios Chrysoulakis, Foundation for Research and Technology, Greece

7855(&(17352*(66(621237,&$/5(027(6(16,1*02'(//,1*29(5 &203/(;/$1'685)$&( Qinhuo Liu, Jing Li, Yelu Zeng, Wentao Yu, Jing Zhao, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China

OLLL 78567$7,67,&$//($51,1*)25(1'72(1'6,08/$7,216 -RUJH9LFHQW-RFKHP9HUUHOVW8QLYHUVLW\RI9DOHQFLD6SDLQ-XDQ3DEOR5LYHUD&DLFHGR&21$&<78$10H[LFR1HXV 6DEDWHU-RUGL0XxR]0DUt*XVWDX&DPSV9DOOV-RVp0RUHQR8QLYHUVLW\RI9DOHQFLD6SDLQ

785237,&$/02'(/,1*,15(027(6(16,1*,,

78502'75$108/7,3/(/,1(2)6,*+7 0/26 237,21 Alexander Berk, Spectral Sciences, Inc., United States; Christopher Rice, Air Force Institute of Technology, United States

785)25:$5'02'(/,1*2)&/28'6+$'2:6$1'7+(,03$&72)&/28' 6+$'2:6215(027(6(16,1*'$7$352'8&76 Robert Sundberg, Spectral Sciences, Inc., United States

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785$0(7+2'72(1+$1&(7+(*(20(75,&237,&$/.(51(/)25)857+(5 ,03529,1*+276327())(&7,102',6%5')02'(/ Ziti Jiao, Yadong Dong, Beijing Normal University, China

7850(7+$1('(7(&7,21,17+(/21*:$9(,1)5$5(' John Kerekes, Cody Webber, Rolando Raqueno, Rochester Institute of Technology, United States

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78508/7,3/(6285&(6'$7$)86,219,$'((3)25(67 Junshi Xia, The University of Tokyo, Japan; Zuheng Ming, University of La Rochelle, France; Akira Iwasaki, The University of Tokyo, Japan

785$&21',7,21$/*(1(5$7,9($'9(56$5,$/1(7:25.72)86(6$5$1' 08/7,63(&75$/237,&$/'$7$)25&/28'5(029$/)5206(17,1(/,0$*(6 &ODDV*URKQIHOGW0LFKDHO6FKPLWW7HFKQLFDO8QLYHUVLW\RI0XQLFK 780 *HUPDQ\;LDR;LDQJ=KX*HUPDQ$HURVSDFH &HQWHU '/5 *HUPDQ\

7857,0(/<$1'6(0,$8720$7,&'(7(&7,212))25(67/2**,1*(9(17630 ,1%25($/)25(6786,1*$//$9$,/$%/(/$1'6$7'$7$ Matthieu Molinier, Heikki Astola, Tomi Räty, VTT Technical Research Centre of Finland Ltd, Finland; Curtis Woodcock, Boston University, United States

785'(&,6,21)86,212)6327$1'08/7,7(0325$/6(17,1(/,0$*(6)25 85%$1$5($'(7(&7,21 &\ULO:HQGO(3)/6ZLW]HUODQG$UQDXG/H%ULV,*1)UDQFH/D67,*)UDQFH1HVULQH&KHKDWD($* (%RUGHDX[,13 8QLYHUVLWp%RUGHDX[0RQWDLJQH)UDQFH$QQH3XLVVDQW&156805/,9(8QLYHUVLW?¶HGH6WUDVERXUJ)UDQFH7ULVWDQ 3RVWDGMLDQ,*1)UDQFH/D67,*)UDQFH

785+$5021,=$7,21$1')86,212)*/2%$/6&$/('$7$ Nathan Longbotham, Caitlin Kontgis, Conor Maguire, Descartes Labs, United States

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785/,'$5'5,9(163$7,$/5(*8/$5,=$7,21)25+<3(563(&75$/810,;,1* Tatsumi Uezato, Mathieu Fauvel, Nicolas Dobigeon, University of Toulouse, France

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785,0$*(75$16/$7,21%(7:((16$5$1'237,&$/,0$*(5<:,7+ 52 *(1(5$7,9($'9(56$5,$/1(76 Kenji Enomoto, Nagoya University, Japan; Ken Sakurada, Weiming Wang, National Institute of Advanced Industrial Science and Technology, Japan; Nobuo Kawaguchi, Nagoya University, Japan; Masashi Matsuoka, Tokyo Institute of Technology, Japan; Ryosuke Nakamura, National Institute of Advanced Industrial Science and Technology, Japan

785$678'<21)8//6&$/(,1-(&7,21&2()),&,(176)253$16+$53(1,1* Gemine Vivone, Rocco Restaino, University of Salerno, Italy; Jocelyn Chanussot, Grenoble Institute of Technology, France

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785($57+6&,(1&('((3/($51,1*$33/,&$7,216$1'/(66216/($51(' Manil Maskey, Rahul Ramachandran, NASA Marshall Space Flight Center, United States; J.J. Miller, University of Alabama in Huntsville, United States; Jia Zhang, Carnegie Mellon University, United States; Iksha Gurung, University of Alabama in Huntsville, United States

785(''<1(7$'((31(85$/1(7:25.)253,;(/:,6(&/$66,),&$7,212) 2&($1,&('',(6 Redouane Lguensat, Université Grenoble Alpes, France; Miao Sun, Key Laboratory of Digital Ocean, China; Ronan Fablet, IMT Atlantique, France; Evan Mason, Mediterranean Institute for Advanced Studies, Spain; Pierre Tandeo, IMT Atlantique, France; Ge Chen, Ocean University of China, China

78535(',&7,1*/$1'6&$3(6$66((1)52063$&()520(19,5210(17$/ &21',7,216 &KULVWLDQ5HTXHQD0HVD&RPSXWHU9LVLRQ*URXS&RPSXWHU6FLHQFH)68-HQD*HUPDQ\*HUPDQ\0DUNXV5HLFKVWHLQ0LJXHO 0DKHFKD%DVLO.UDIW'HSDUWPHQWRI%LRJHRFKHPLFDO,QWHJUDWLRQ0D[3ODQFN,QVWLWXWHIRU%LRJHRFKHPLVWU\*HUPDQ\-RDFKLP Denzler, Computer Vision Group, Computer Science, FSU Jena, Germany, Germany

785&/28'*$1&/28'5(029$/)256(17,1(/,0$*(5<86,1*$&<&/,& &216,67(17*(1(5$7,9($'9(56$5,$/1(7:25.6 Praveer Singh, Nikos Komodakis, Ecole des Ponts ParisTech, France

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785$8720$7('*(23+<6,&$/&/$66,),&$7,212)6(17,1(/:$9(02'(6$5 ,0$*(67+528*+'((3/($51,1* Chen Wang, Alexis Mouche, Laboratoire d’Oceanographie Physique et Spatiale, Ifremer, France; Pierre Tandeo, UMR /DE67,&&,QVWLWXW0LQHV7HOHFRP$WODQWLTXH)UDQFH-XVWLQ6WRSD%HUWUDQG&KDSURQ/DERUDWRLUHG¶2FHDQRJUDSKLH3K\VLTXH et Spatiale, Ifremer, France; Ralph Foster, Applied Physics Laboratory, United States; Douglas Vandemark, Ocean Processes Analysis Laboratory, University of New Hampshire, United States

785&6566,$7$%(1&+0$5.5(027(6(16,1*'$7$6(772 6(0$17,&(1$%/('$1'&52666&$/(66&(1(5(&2*1,7,21 Yuan Shen, Shenzhen Institute of Advanced Technology, CAS; Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, China; Xiran Zhou, Arizona State University, United States; Jun Liu, Jinsong Chen, Shenzhen Institute of Advanced Technology, CAS, China

785$7:2675($081,),(',17(535(7$7,211(7:25.)25 +(7(52*(1(2865(027(6(16,1*,0$*(6&/$66,),&$7,21 Yan Wang, Chu He, Dehui Xiong, Mingxia Tu, Electronic Information School, Wuhan University, China

OY 785)/22'('$5($'(7(&7,21)5208$9,0$*(6%$6('21'(16(/< &211(&7('5(&855(171(85$/1(7:25.6 0DU\DP5DKQHPRRQIDU7H[DV$ 08QLYHUVLW\&RUSXV&KULVWL8QLWHG6WDWHV5RELQ0XUSK\7H[DV$ 08QLYHUVLW\8QLWHG 6WDWHV0DULQD9LFHQV0LTXHO'XJDQ'REEV$VKWRQ$GDPV7H[DV$ 08QLYHUVLW\&RUSXV&KULVWL8QLWHG6WDWHV

7856&$/,1*68332579(&7250$&+,1(672:$5'6(;$6&$/(&20387,1* )25&/$66,),&$7,212)/$5*(6&$/(+,*+5(62/87,215(027(6(16,1*,0$*(6 (UQLU(UOLQJVVRQ8QLYHUVLW\RI,FHODQG*HUPDQ\*DEULHOH&DYDOODUR0RUULV5LHGHO-OLFK6XSHUFRPSXWLQJ&HQWUH*HUPDQ\ Helmut Neukirchen, University of Iceland, Iceland

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7850$33,1*685)$&($/%('2)5207+(&203/(7(/$1'6$7$5&+,9(6,1&( 7+(6$1',76&5<263+(5,&$33/,&$7,21 Tao He, Wuhan University, China; Shunlin Liang, University of Maryland, College Park, United States

785685)$&($/%('20($685(0(17&203$5,621629(56/23,1*7(55$,1 :,7+7:2',))(5(175$',20(7(53/$&(0(176 Wu Shengbiao, Jianguang Wen, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China

785$6(1625,19$5,$17$70263+(5,&&255(&7,210(7+2')256$7(//,7( ,0$*(6 )HQJ

78581&(57$,17<)25%8517$5($352'8&76 -DPHV%UHQQDQ-RVH*yPH]'DQV3KLOLS/HZLV0D[LP&KHUQHWVNL\8QLYHUVLW\&ROOHJH/RQGRQ8QLWHG.LQJGRP$QJHOLND Heil, Max Planck Institute for Chemistry, Germany

78581&(57$,17<&+$5$&7(5,6$7,21 9$/,'$7,21:,7+,1(6$),5(&&, -DPHV%UHQQDQ3KLOLS/HZLV-RVH*yPH]'DQV0D[LP&KHUQHWVNL\8QLYHUVLW\&ROOHJH/RQGRQ8QLWHG.LQJGRP(PLOLR Chuvieco, Joshua Lizundia, University of Alcala, Spain; Manuel Campagnolo, Jose Pereira, Duarte Oom, University of Lisbon, Portugal

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78572:$5'6$0(5*('727$/:$7(59$32855(75,(9$/)520$068%$1' $065('$7$,17+($5&7,&5(*,21 Arantxa Triana Gómez, Georg Heygster, Christian Melsheimer, Gunnar Spreen, University of Bremen, Germany

7857+(6(16$*5,6(17,1(//$,*5((1$1'%52:1352'8&7)520 $/*25,7+0'(9(/230(1772:$5'623(5$7,21$/0$33,1* (DWLGDO$PLQ'DUHL,PDJH3URFHVVLQJ/DERUDWRU\6SDLQ-RFKHP9HUUHOVW8QLYHUVLW\RI9DOHQFLD6SDLQ-XDQ3DEOR5LYHUD &DLFHGR&21$&<78$10H[LFR1LHYHV3DVTXDORWWR-HV~V'HOHJLGR$QWRQLR5XL]9HUG~-RVp0RUHQR,PDJH3URFHVVLQJ Laboratory, Spain

785*(1(5$7,212)*/2%$/9(*(7$7,21352'8&76)520(80(76$7 $9+550(7236$7(//,7(6 )UDQFLVFR-DYLHU*DUFtD+DUR0DQXHO&DPSRV7DEHUQHU%HDWUL]0DUWtQH]6HUJLR6iQFKH]5XL]0DUtD$PSDUR*LODEHUW *XVWDX&DPSV9DOOV-RUGL0XxR]0DUt9DOHUR/DSDUUD8QLYHUVLWDWGH9DOqQFLD6SDLQ)HUQDQGR&DPDFKR-RUJH6iQFKH] =DSHUR%HDWUL])XVWHU(DUWK2EVHUYDWLRQ/DERUDWRU\ (2/$% 6SDLQ

OYL 7853$77(516&203$5,621%(7:((1*20(681,1'8&(')/825(6&(1&( $1'06**526635,0$5<352'8&7,21 %HDWUL]0DUWtQH]6HUJLR6iQFKH]5XL]0DQXHO&DPSRV7DEHUQHU)UDQFLVFR-DYLHU*DUFtD+DUR0DUtD$PSDUR*LODEHUW University of Valencia, Spain

78563$&(/,'$50,66,2167(&+12/2*,(6$1'2%6(59$7,216,

785(6$63$&(:,1'/,'$50,66,21$(2/865($'<)25/$81&+ $QGHUV(OIYLQJ'HQQ\:HUQKDP$QQH*UHWH6WUDXPH7KRPDV.DQLW](XURSHDQ6SDFH$JHQF\(67(&1HWKHUODQGV2OLYLHU/H &UHQLHU-HDQ&ODXGH%DUWKHV$LUEXV'HIHQFHDQG6SDFH6$6)UDQFH3KLO0F*ROGULFN$LUEXV'HIHQFHDQG6SDFH/WG8QLWHG Kingdom

785)/,*+7/$6(5675$160,77(5'(9(/230(17)251$6$,&(7232*5$3+< ,&(6$763$&(0,66,21 Nicholas Sawruk, Patrick Burns, Ryan Edwards, Viatcheslav Litvinovitch, Floyd Hovis, Fibertek, Inc., United States

7857+((6$($57+&$5(0,66,21$3352$&+,1*/$81&+ $ODLQ/HIHEYUH$UQDXG+pOLqUH.RWVND:DOODFH-RDR3HUHLUDGR&DUPR(XURSHDQ6SDFH$JHQF\1HWKHUODQGV+LURWDND Nakatsuka, Eiichi Tomita, Japan Aerospace Exploration Agency, Japan

785$17,021,'(%$6(',1)5$5(''(7(&7256)255(027(6(16,1* Sanjay Krishna, The Ohio State University, United States

785&6(063$&(/,'$56)25,0$*,1*$1'5$1*(),1',1* Alexandre Pollini, Christophe Pache, Jacques Haesler, Centre Suisse d’Electronique et de Microtechnique, Switzerland

78563$&(/,'$50,66,2167(&+12/2*,(6$1'2%6(59$7,216,,

785),%(5%$6('/$6(575$160,77(57(&+12/2*<0$785$7,21)25 63(&7526&23,&0($685(0(176)52063$&( 0DUN6WHSKHQ$QWKRQ\

785:$7(59$325&2/8010($685(0(176:,7+,1)5$5('$&7,9(237,&$/ ,3'$/,'$5 Upendra Singh, NASA Langley Research Center, United States; Syed Ismail, AS&M Inc, United States; Tamer Refaat, Mulugeta Petros, NASA Langley Research Center, United States

785&855(1767$7862)7+(,669(*(7$7,21/,'$50,66,2102/, Daisuke Sakaizawa, Rei Mitsuhashi, Murooka Junpei, Tadashi Imai, Toshiyoshi Kimura, Japan Aerospace Exploration Agency, Japan; Kazuhiro Asai, Tohoku Institute of Technology, Japan

7850&7$9$/$1&+(3+272',2'('(7(&725)257:20,&521$&7,9( 5(027(6(16,1*$33/,&$7,216 Tamer Refaat, Upendra Singh, Mulugeta Petros, Ruben Remus, NASA Langley Research Center, United States

785(6$$,5%251(+65/)25$/$',1$7/,'&$/9$/ ,O\D6HULNRY%M|UQ%UJPDQQ+ROJHU/LQQp/XGZLJ:RUEHV0D[3ODQFN,QVWLWXWHIRU0HWHRURORJ\*HUPDQ\'RLQD1LFRODH Livio Belegante, National Institute of Research and Development for Optoelectronics, Romania; Vassilis Amiridis, National Observatory of Athens, Greece

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7857+(&$3(//$6<17+(7,&$3(5785(5$'$5&2167(//$7,21 Gordon Farquharson, William Woods, Craig Stringham, Navneet Sankarambadi, Lucas Riggi, Capella Space, United States

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7856$5&2167(//$7,21)25/2:&267$1'5$3,'($57+021,725,1* Sam Doody, Airbus Defence and Space, United Kingdom; Martin Cohen, Emanuele Monchieri, Airbus Defence and Space Ltd, 8QLWHG.LQJGRP-RVH0DUTXH]0DUWLQH]$LUEXV'HIHQFHDQG6SDFH8QLWHG.LQJGRP

785$'9$1&(6,102'(/'$7$,17(*5$7,21$1'$66,0,/$7,21

785&20%,1$7,212)&523*52:7+02'(/$1'5$',$7,2175$16)(5 02'(/:,7+5(027(6(16,1*'$7$$66,0,/$7,21)25)$3$5(67,0$7,21 Gaoxiang Zhou, China University of Geosciences Beijing, China; Ming Liu, University of Waterloo, Canada; Xiangnan Liu, China University of Geosciences Beijing, China; Jonathan Li, University of Waterloo, Canada

785$02'(/'5,9(1$3352$&+)25612::(71(665(75,(9$/:,7+ 6(17,1(/ &DUOR0DULQ0DWWLD&DOOHJDUL(85$&5HVHDUFK,WDO\'DQLHO*QWKHU8QLYHUVLW\RI,QQVEUXFN$XVWULD*LDFRPR%HUWROGL EURAC Research, Italy; Thomas Marke, Ulrich Strasser, University of Innsbruck, Austria; Lorenzo Bruzzone, University of Trento, Italy; Marc Zebisch, Claudia Notarnicola, EURAC Research, Italy

785$66,0,/$7,212),16$53523$*$7,21'(/$<0$36,1+,*+5(62/87,21 180(5,&$/:($7+(502'(/,0$*,1*2):$7(59$3256758&785(6,1 $70263+(5( 3HGUR0DWHXV8QLYHUVLW\RI/LVERQ3RUWXJDO*LRYDQQL1LFR&RQVLJOLR1D]LRQDOHGHOOH5LFHUFKH &15 ,WDO\-RmR&DWDODR University of Lisbon, Portugal

785,17(*5$7,21$1'$66,0,/$7,212)0(7(252/2*,&$/ (&0:) $(5262/ (67,0$7(6,1726(1&25$70263+(5,&&255(&7,21 -pU{PH/RXLV7HOHVSD]LR)UDQFH)UDQFH%ULQJIULHG3ÀXJ0DJGDOHQD0DLQ.QRUQ*HUPDQ$HURVSDFH&HQWHU '/5 *HUPDQ\9LQFHQW'HEDHFNHU7HOHVSD]LR)UDQFH)UDQFH8ZH0XHOOHU:LOP7HOHVSD]LR9HJD'HXWVFKODQG*HUPDQ\)HUUDQ Gascon, European Space Agency, Italy

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78581683(59,6('08/7,&/$66&+$1*('(7(&7,21,1%,7(0325$/ 08/7,63(&75$/,0$*(686,1*%$1'(;3$16,21 Sicong Liu, Qian Du, Tongji University, China; Lorenzo Bruzzone, University of Trento, Italy; Alim Samat, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, China; Xiaohua Tong, Tongji University, China

OYLLL 785&+$1*('(7(&7,21,1237,&$/5(027(6(16,1*,0$*(6:,7+$)8//< 2%-(&7/(9(/$3352$&+ Long Ma, Zhengzhou University, China; Zhihong Mai, He Chen, Wenchao Liu, Fan Feng, Beijing Institute of Technology, China; Guichi Liu, Zhengzhou University, China; Nouman Qadeer Soomro, Mehran University of Engineering and Technology, Pakistan

785/($51,1*'((35(/$7,216+,3)25,0$*(&+$1*('(7(&7,21 Chunlei Huo, Yushuang Zhang, Institute of Automation, Chinese Academy of Sciences, China; Jiayuan Yu, Beijing University of Civil Engineering and Architecture, China; Yunpeng Jing, Beijing Information Science and Technology University, China; Chunhong Pan, Institute of Automation, Chinese Academy of Sciences, China

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78508/7,32/$5,=$7,210(7+2'672'(7(&7'$0$*(65(/$7('72 ($57+48$.(6 Emanuele Ferrentino, Università di Napoli Parthenope, Italy; Armando Marino, The Open University, United Kingdom; Ferdinando Nunziata, Maurizio Migliaccio, Università di Napoli Parthenope, Italy

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OL[ 7856(17,1(/$1'6(17,1(/'$7$)86,21)2585%$1&+$1*('(7(&7,21 Benedetti Alessia, Matteo Picchiani, Fabio Del Frate, Tor Vergata University, Italy

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7857+(2125%,7&$/,%5$7,210(7+2'%$6('217(55$,10$7&+,1* :,7+3<5$0,'6($5&+)257+(63$&(%251(/$6(5$/7,0(7(5 Xie Jun Feng, Mo Fan, Satellite Surveying and Mapping Application Center, NASG, China; Feng Wanwan, Southwest Forestry University, China; Liu Ren, Liaoning Technology University, China

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78535(6(17$1')8785(2)/%$1'5$',20(75< Yann Kerr, CNES, France; Dara Entekhabi, Massachusetts Institute of Technology, United States; Rajat Bindlish, Tong Lee, 6LPRQ

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O[ 7855$',20(7(5)257+(7(0325$/(;3(5,0(17)25672506$1' 1 7523,&$/6<67(067(&+12/2*<'(021675$7,210,66,21 Sharmila Padmanabhan, Todd C. Gaier, Boon H. Lim, Robert Stachnik, Alan Tanner, Shannon Brown, Jet Propulsion Laboratory, United States; Steven C. Reising, Wesley Berg, Christian D. Kummerow, V. Chandrasekar, Colorado State University, United States

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78560$37523,&$/&<&/21(6,=($1',17(16,7<9$/,'$7,21 5 Alexander Fore, Simon Yueh, Wenqing Tang, Bryan Stiles, Akiko Hayashi, Jet Propulsion Laboratory, United States

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7833$$02',),('6&$77(5,1*02'(/2)52::+($7$7;%$1'2 Lei He, Chengdu University of Information Technology, China; Yuxia Li, University of Electronic Science and Technology of China, China; Wenyi Hu, Chengdu University of Technology, China; Hongping Shu, Chengdu University of Information Technology, China; Ling Tong, University of Electronic Science and Technology of China, China

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7833$35(/,0,1$5<&2+(5(1&($66(660(172)*$2)(16$5'$7$2 Tao Li, Xinming Tang, Qianfu Chen, Xiaoming Gao, Xiang Zhang, Li Guo, Satellite Surveying and Mapping Application Center, National Administration of Surveying, Mapping and Geoinformation, China

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7833$$70263+(5,&())(&76215$'$56$7,17(5)(52*5$062)72/%$&+,.2 92/&$1,&&203/(; Alexander Zakharov, Liudmila Zakharova, Kotelnikov institute of Radioengineering and Electronics, RAS, Russian Federation; Polina Mikhaylyukova, Lomonosov Moscow State University, Russian Federation; Pavel Denisov, JSC Russian Space Systems, Russian Federation

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7833%$-2,1702'(/)25,62/$7,1*675$7,),('7523263+(5,&'(/$<6,1 08/7,7(0325$/,16$5 Hongyu Liang, Lei Zhang, Xiaoli Ding, The Hong Kong Polytechnic University, Hong Kong SAR of China; Zhong Lu, South Methodist University, United States; Xin Li, The Hong Kong Polytechnic University, Hong Kong SAR of China

7833%(67,0$7,21$1'&203(16$7,212):($7+(5,03$&76213(56,67(17 6&$77(5(5,17(5)(520(75<,1/2:/$1'$,5),(/'6 Aleksey Sharov, Joanneum Research, Austria; Dmitry Nikolskiy, Sovzond, Russian Federation

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7833&&/877(568335(66,21)256$5,0$*(%$6('21:$9()250'(6,*1 0(7+2' Bingqi Zhu, Manjun Lu, Ke Du, Xiangzhen Yu, Qianli Dong, Shanghai Radio Equipment Research Institute, China

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7833($&21752//('(19,5210(1772$1$/<=('8$/32/$5,0(75,&08 )($785(6)255$'$55(027(6(16,1*385326(6 Ferdinando Nunziata, Angelo Urciuoli, Angelo Gifuni, Maurizio Migliaccio, Università degli Studi di Napoli Parthenope, Italy

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7833)'2:16&$/,1*/$1'685)$&(7(03(5$785(%<86,1*5$1'20)25(67 27 5(*5(66,21$/*25,7+0 Wan Li, State Key Laboratory of Resources and Environment Information System, China; Li Ni, Key Laboratory of Digital (DUWK6FLHQFH&KLQD=KDR/LDQJ/L.H\/DERUDWRU\RI$JULFXOWXUDO5HPRWH6HQVLQJ&KLQD+XD:X6WDWH.H\/DERUDWRU\RI Resources and Environment Information System, China

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7833*+<3(563(&75$/&/$66,),&$7,219,$63$7,$/&217(;7(;3/25$7,21 63 :,7+08/7,6&$/(&11 Zhongqi Tian, Jingyu Ji, Shaohui Mei, Northwestern Polytechnical University, China; Junhui Hou, City University of Hong Kong, China; Shuai Wan, Northwestern Polytechnical University, China; Qian Du, Mississippi State University, United States

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7833*683(53,;(/%$6('',0(16,215('8&7,21)25+<3(563(&75$/ 75 ,0$*(5< Huilin Xu, Hongyan Zhang, Wuhan University, China; Wei He, RIKEN AIP, Japan; Liangpei Zhang, Wuhan University, China

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7833*$&7,9(0$1,)2/'/($51,1*)25+<3(563(&75$/,0$*(&/$66,),&$7,21 87 Zhou Zhang, University of California, United States; Gulsen Taskin, Istanbul Technical University, Turkey; Melba Crawford, Purdue University, United States

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7833*'8$/&+$11(/'(16(1(7)25+<3(563(&75$/,0$*(&/$66,),&$7,21595 Gefei Yang, Utsav Gewali, Emmett Ientilucci, Micheal Gartley, Sildomar Monteiro, Rochester Institute of Technology, United States

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7833*(67,0$7,1*,03(59,286685)$&(62)*:$'$5&,7<%$6('217+(1 &+,1(6(08/7,6285&(65(027(6(16,1*,0$*(6 Jiaqi Zuo, Southwest Petroleum University, China; Jinhu Bian, Ainong Li, Guangbin Lei, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, China; Zegen Wang, Southwest Petroleum University, China

7833*(9$/8$7,212)7:20(7+2'6)25'$,/<(9$3275$163,5$7,2135 (67,0$7,21)520),(/'$1'02',6'$7$ Yazhen Jiang, University of Chinese Academy of Sciences, China; Ronglin Tang, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China; Xiaoguang Jiang, University of Chinese Academy of Sciences, &KLQD=KDR/LDQJ/L0LQLVWU\RI$JULFXOWXUH,QVWLWXWHRI$JULFXOWXUDO5HVRXUFHVDQG5HJLRQDO3ODQQLQJ&KLQHVH$FDGHP\RI Agricultural Sciences, China

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7833+&/$66,),&$7,212)+<3(563(&75$/,0$*(%$6('21+<%5,'1(85$/43 1(7:25.6 Anyan Fu, Xiaorui Ma, Hongyu Wang, Dalian University of Technology, China

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783306<67(0$7,&678'<2):($7+(59$5,$%/(6)255$,1)$//'(7(&7,2127 Shilpa Manandhar, Nanyang Technological University, Singapore; Soumyabrata Dev, The ADAPT Centre, Trinity College, ,UHODQG

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78330,03529,1**3035(&,3,7$7,21'$7$29(5<$5/81*=$1*%25,9(5 47 %$6,186,1*60$362,/02,6785(5(75,(9$/6 Fan Yang, Tsinghua University, China; Wei Wang, Changjiang Institute of Survey, Planning, Design and Research, China; Hui Lu, Kun Yang, Fuqiang Tian, Tsinghua University, China

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78330685)$&('()250$7,21$1'6285&(02'(/,1*)257+(0:,5$163 ($57+48$.( 129(0%(5 (;3/2,7,1*6(17,1(/$1'$/26,16$5'$7$ &ULVWLDQR7RORPHL,VWLWXWR1D]LRQDOHGL*HR¿VLFDH9XOFDQRORJLD,WDO\1LNRV6YLJNDV,VWLWXWR1D]LRQDOHGL*HR¿VLFDH Vulcanologia, Aristotle University of Thessaloniki, Italy; Aram Fathian, RWTH Aachen University, Germany; Simone Atzori, *LXVHSSH3H]]R,VWLWXWR1D]LRQDOHGL*HR¿VLFDH9XOFDQRORJLD,WDO\

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783307+($33/,&$7,212)/$1'6/,'(,19(67,*$7,21%$6('21+,*+ 74 5(62/87,216$7(//,7(67(5(23$,56 Xia Li, Hongga Li, Xiaoxia Huang, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China; Bangyong Qin, Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, China; Jinliang Han, Institute of Geomechanics, Chinese Academy of Geological Science, China

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78331&203$5,6212)52(67,0$7('$706%,$6(6%(7:((112$$$1'6133 093 Xiaoxu Tian, Xiaolei Zou, University of Maryland, College Park, United States; Ninghai Sun, National Oceanic and Atmospheric Administration, United States

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78331&$/,%5$7,212)0,&52:$9(5$',20(7(56)520*3072&8%(6$761 Wesley Berg, Colorado State University, United States

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783310,&52:$9(0($685(0(1762)675$7263+(5,&$1'0(6263+(5,& 16 2=21(,1026&2: Sergey Rozanov, P.N.Lebedev Physical Institute of the Russian Academy of Sciences, Russian Federation; Alexey Zavgorodniy, Russian Metrological Institute of Technical Physics and Radio Engineering, Russian Federation; Sergey Solomonov, Elena Kropotkina, Alexandr Lukin, P.N.Lebedev Physical Institute of the Russian Academy of Sciences, Russian Federation; Alexandr Ignatyev, Federal State Unitary Enterprise NII Kvant, Russian Federation

78331&216,67(1&<,1;&25(75,(9$/6)5206&,$0$&+<*26$7$1'2&2 20 )2563$7,27(0325$/&+$5$&7(5,67,&6$7$*/2%$/6&$/( Liping Lei, Hui Zhong, Changjiang Wu, Institute of Remote Sensing and Digital Earth, China; Zhaocheng Zeng, California Institute of Technology, United States; Zhonghua He, Yanhong Wu, Key Laboratory of Digital Earth Science, China

78331(;3(5,0(1762)&5<2*(1,&'(:$1')526732,17+<*520(7(5 23 )25833(5$,56281',1* Zhendong Yao, Chengdu University of Information Technology, China; Xiangdong Zheng, China Meteorological Administration, China; Jian Li, Xiaobiao Zheng, Chengdu University of Information Technology, China

78331+,*+25'(5,21263+(5,&())(&7621'*36&225',1$7( 35 (67,0$7,21,1785.(< Volkan Akgul, Shuanggen Jin, Gokhan Gurbuz, Eray Koksal, Bulent Ecevit University, Turkey

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78331$1$/<6,1*6($621$/&+$5$&7(5,67,&62)5(6,'8$/,21263+(5,&43 (55256,1%(1',1*$1*/(6%$6('21(16(0%/(62)352),/(6)520(1'72(1' 6,08/$7,216 Congliang Liu, National Space Science Center, Chinese Academy of Sciences, China; Gottfried Kirchengast, Wegener Center for Climate and Global Change, Austria; Yueqiang Sun, Qifei Du, Weihua Bai, Xianyi Wang, Xiangguang Meng, Junming Xia, Danyang Zhao, Yuerong Cai, Dongwei Wang, Chunjun Wu, Wei Li, Cheng Liu, National Space Science Center, Chinese Academy of Sciences, China

78331$/(2/(22&&8/7$7,216<67(086,1*0,&52:$9(6,*1$/6 47 Chunjun Wu, Yueqiang Sun, Xianyi Wang, Congliang Liu, Qifei Du, Weihua Bai, Dongwei Wang, Xiangguang Meng, Yuerong Cai, Cheng Liu, Junming Xia, Danyang Zhao, Wei Li, Fu Li, Hao Qiao, National Space Science Center, China

O[[[LLL 78331$/2:&2670,&52:$9(75$160,77(55(&(,9(5/,1.)25 49 0($685,1*7+(,17(*5$7(':$7(59$325 *LRYDQQL0DFHOORQL)UDQFHVFR0RQWRPROL,)$&&15,WDO\/XFD)DFKHULV8QLYHUVLW\RI)ORUHQFH,WDO\)DEUL]LR&XFFROL RaSS CNIT laboratory, Pisa, Italy; Alberto Toccafondi, Federico Puggelli, University of Siena, Italy; Alessio Cucini, Francesco Mariottini, WaveComm srl, Italy; Luigi Volpi, Pasquali Microwave System srl, Italy; Devis Dei, Florence Engineering srl, Italy; Marco Gai, Laboratori Victoria srl, Italy

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783326,08/$7,21678'<2)7+(&20021685)$&(6&(1$5,2,1 65 *1665()/(&720(75< Ian Collett, Yu Morton, University of Colorado Boulder, United States

78332(67,0$7,1*612:'(37+:,7+36(8'25$1*($1'&$55,(53+$6(69 &20%,1$7,212)%'6'8$/)5(48(1&<6,*1$/6 Yunwei Li, Kegen Yu, Xin Chang, Wuhan University, China

78332612:'(16,7<(67,0$7,21%$6('21615$03/,78'($77(18$7,21 73 02'(/,1*$1'0$7&+,1* Xin Chang, Kegen Yu, Yunwei Li, Jiancheng Li, Wuhan University, China

783322&($1528*+1(66$1':,1'0($685(0(176:,7+/$1'6%$1' 77 6,*1$/62)23325781,7< 6223 5()/(&720(75< Han Zhang, James Garrison, Purdue University, United States; Derek Burrage, Naval Research Laboratory, United States

783327:26&$/(02'(/)257+((9$/8$7,212)6($685)$&(6&$77(5,1*1 ,1*16656+,3'(7(&7,21$33/,&$7,216 Maurizio Di Bisceglie, Università del Sannio, Italy; Gerardo Di Martino, Alessio Di Simone, University of Naples Federico II, Italy; Carmela Galdi, Università del Sannio, Italy; Antonio Iodice, Daniele Riccio, Giuseppe Ruello, University of Naples Federico II, Italy

78332'(7(50,1$7,212)6($&255(/$7,217,0($7/%$1':,7+$,5%251( 85 5()/(&7('1(:*1666,*1$/6 'DQLHO3DVFXDO5DXO2QUXELD-RUJH4XHURO-RUGL&DVWHOOYL(VWXUL+X\N3DUN$GULDQR&DPSV&RPP6HQV/DE'HSDUWPHQWRI Signal Theory and Communications, Spain

78332*36'(5,9('9(/2&,7<),(/'62)1257+(517,(16+$1)5208 3(50$1(1767$7,216,1.$=$.+67$1 Zhumabek Zhantayev, Azamat Kaldybayev, Assylkhan Bibossinov, Andrey Vilyaev, Arman Turgumbayev, Serik Nurakynov, Institute of Ionosphere, National Center of Space Research and Technology, Kazakhstan

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78332:$9(63(&7580$1'685)$&(&855(175(75,(9$/)520$,5%251( 19 $1'6$7(//,7(681*/,77(5,0$*(5< Maria Yurovskaya, Vladimir Kudryavtsev, Russian State Hydrometeorological University, Russian Federation; Bertrand Chapron, IFREMER, Russian State Hydrometeorological University, France; Nicolas Rascle, CICESE, Mexico; Fabrice Collard, Ocean Data Laboratory, France

O[[[LY 783329$/,'$7,212)7+(16&$7*(23+<6,&$/02'(/)81&7,21)25 196 6&$76$7:,1'6&$77(520(7(5 Wenming Lin, Nanjing University of Information Science and Technology, China; Marcos Portabella, Institute of Marine Sciences ,&0&6,& 6SDLQ$G6WRৼHOHQ$QWRQ9HUKRHI5R\DO1HWKHUODQGV0HWHRURORJLFDO,QVWLWXWH .10, 1HWKHUODQGV=KL[LRQJ Wang, Nanjing University of Information Science and Technology, China

783326,*1,),&$17:$9(+(,*+75(75,(9$/)520*$2)(1:$9(02'(04 ,0$*(6 Jing Wang, Zhejiang Ocean University, China; He Wang, National Ocean Technology Center, China; Weizeng Shao, Zhejiang Ocean University, China; Jianhua Zhu, National Ocean Technology Center, China; Xinzhe Yuan, National Satellite Ocean Application Service, China

78332180(5,&$/678'<)252&($1:$9(0($685(0(17%<+,*+ 08 5(62/87,21$/21*75$&.,17(5)(520(75,&6$5 Shoichiro Kojima, National Institute of Information and Communications Technology, Japan

78332$6$5&526632/&255(/$7,216($685)$&(:,1'63(('678'<1 Lanqing Huang, Shanghai Jiao Tong University, Shanghai Key Laboratory of Intelligent Sensing and Recognition, China; Maurizio Migliaccio, Ferdinando Nunziata, Valeria Corcione, Università di Napoli Parthenope, Italy; Zenghui Zhang, Wenxian Yu, Shanghai Jiao Tong University, Shanghai Key Laboratory of Intelligent Sensing and Recognition, China

78332/*02'08/7,6&$/($3352$&+)256$56($685)$&(:,1' 16 ',5(&7,2165(75,(9$/ Fabio Michele Rana, Maria Adamo, Palma Blonda, National Research Council of Italy, Istituto sull’Inquinamento Atmosferico, Italy

783326:(//:$9(/(1*7+9$5,$7,21$&52667+(2&($1%$6('216$5:$9(0 02'('$7$ Jian Sun, Ocean University of China, China; Alexander V Babanin, University of Melbourne, Australia

78332'<1$0,&9$/,'$7,212)2&($16:(//'(5,9(')5206(17,1(/ 2 :$9(02'($*$,167%82<6 He Wang, National Ocean Technology Center, China; Alexis Mouche, IFREMER, France; Romain Husson, CLS, France; Bertrand Chapron, IFREMER, France

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78333$(5262/0$33,1*86,1*$%,67$7,&&$0(5$/,'$5$1'&203$5,1*:,7+30 5$',2621'('$7$,17+(%$+$0$6 Amin Kabir, University of The Bahamas, Bahamas; Nimmi Sharma, Central Connecticut State University, United States; John %DUQHV12$$(65/*OREDO0RQLWRULQJ'LYLVLRQ8QLWHG6WDWHV-DODO%XWW&HQWUDO&RQQHFWLFXW6WDWH8QLYHUVLW\8QLWHG6WDWHV Mauricio Bridgewater, Najee Stubbs, University of The Bahamas, Bahamas

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78333%,20$66,19(56,21%$6('21*(20(75,&,1)250$7,212)/$6(5 46 32,17&/28' Li Pan, Beijing Research Center for Information Technology In Agriculture, China; Wei Guo, Henan Agriculture University, China; Liang Pei, Liaoning Technical University, China; Haikuan Feng, Beijing Research Center for Information Technology In Agriculture, China; Fan Yang, National Calibration Center for Surveying Instruments, China; Haojie Pei, Guijun Yang, Zhichao Wu, Mingxing Liu, Beijing Research Center for Information Technology In Agriculture, China

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78333&)26$70,66,2186,1*2)6:,00($685(0(176)25,03529,1* 58 6&$7:,1'9(&7255(75,(9$/ Alexey Mironov, OceanDataLab, France; Yves Quilfen, Bertrand Chapron, Institut Francais de Recherche pour l’Exploitation de la Mer, France

78333:,1'',5(&7,21$0%,*8,7<5(029$/86,1*$/21*75$&.,16$5$ 62 &$6(678'< Anis Elyouncha, Leif E.B. Eriksson, Chalmers University of Technology, Sweden; Roland Romeiser, University of Miami, United States; Lars M. H. Ulander, Chalmers University of Technology, Sweden

78333$02',),(':$9(63(&7580)2502'(/,1*,15(027(6(16,1* 66 352%/(06 Maria Ryabkova, Vladimir Karaev, Institute of Applied Physics of the Russian Academy of Sciences, Russian Federation

78333:$9('(3(1'(17',5(&7,21$/%,$6(6,1$,5%251(2&($1685)$&( 0 &855(17(67,0$7,21 Shadi Aslebagh, University of Washington, United States; Gordon Farquharson, Capella Space, United States; John Sahr, University of Washington, United States; Roland Romeiser, University of Miami, United States

783335287,1(6+,3%2$5'0$5,1(;%$1'5$'$51($5685)$&(&855(17 74 0$33,1*,16,*+76)5207:25(6($5&+&58,6(6 Björn Lund, Lisa Nyman, Neil Williams, Hans Graber, University of Miami, United States; Jochen Horstmann, Helmholtz Zentrum Geesthacht, Germany

783339$/,'$7,212)7:2:$<&283/('$,56($02'(/675(66$1' 7 &855(1767+528*+5(027(/<6(16(':,1'6$1'667 Mark Bourassa, Qi Shi, Florida State University, United States

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78333$%1250$/:$9(6*(1(5$7('%<32/$5/2:6(9$/8$7,212)86 (;3(&7$1&< Pavel Golubkin, Vladimir Kudryavtsev, Russian State Hydrometeorological University, Russian Federation; Julia Smirnova, Nansen International Environmental and Remote Sensing Centre, Russian Federation; Bertrand Chapron, Institute Français de Recherche pour l’Exploitation de la Mer, France

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7833448$/,7<2),17$$+6,0$*(6)25(67,0$7,1*$33$5(177+(50$/ 11 ,1(57,$,162,/6 (GXDUGRGH0LJXHO9tFWRU%DUWRORPp&DUUDVFRVD,17$6SDLQ0DOHQD*RQ]iOH]/DJRV,6'()(6SDLQ0DUFRV-LPpQH] Michavila, INTA, Spain; Thomas Schmid, CIEMAT, Spain; Óscar Gutiérrez de la Cámara, INTA, Spain

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783345$',$7,21%8'*(7,167580(1721%2$5'62/$5&$/,%5$7,217$5*(7 19 ±&21&(37$1'23(5$7,21 Georgi Georgiev, Yana Williams, NASA, United States; Christopher Randall, SSAI, United States; Kory Priestley, Elena Georgieva, NASA, United States

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78334$*1665)25:$5'02'(/)25'(/$<'233/(50$3$66,0,/$7,21 2 Feixiong Huang, James Garrison, Purdue University, United States; Mark Leidner, Atmospheric and Environmental Research, 8QLWHG6WDWHV%DFKLU$QQDQH&RRSHUDWLYH,QVWLWXWHIRU0DULQHDQG$WPRVSKHULF6WXGLHV8QLWHG6WDWHV5RVV+RৼPDQ Atmospheric and Environmental Research, United States

783345($/9$/8('62/87,21672$1,19(56()5(61(/352%/(0,1*166527 Patrizia Savi, Politecnico di Torino, Italy; Albert James Milani, Botswana International University of Science and Technology, Botswana

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78335'(7(50,1$7,212)'(*5((2)'$0$*(21%8,/',1*522)6'8(7266 :,1'',6$67(5)520&/26(5$1*(5(027(6(16,1*,0$*(686,1*7(;785( :$9(/(7$1$/<6,6 Sudha Radhika, BITS Pilani Hyderabad Campus, India; Yukio Tamura, Chongqing University, Tokyo Polytechnic University, Japan; Masahiro Matsui, Tokyo Polytechnic University, Japan

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78336$*/2%$/$1$/<6,62)/$1'685)$&(7(03(5$785(',851$/&<&/(24 Zahra Sharifnezhadazizi, City College of New York, United States; Christopher Beale, Hamid Norouzi, Reginald Blake, Sergio Cortes, Makini Valentine, New York City College of Technology, United States

78336+,*+5(62/87,21$/%('2(67,0$7,21:,7+&+,1(6(*):)9'$7$ 26 Hongmin Zhou, beijing normal university, China; Ni Hu, Patent examinaton cooperation center of sipo, China; Tao He, Wuhan University, China; Shunlin Liang, University of Maryland, United States; Jindi Wang, Beijing Normal University, China

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:(5+<3(563(&75$/,0$*(5(6725$7,21%$6('216$/,(17('*(627 Mo Zhang, Benoit Vozel, Kacem Chehdi, University of Rennes, France; Mykhail L. Uss, Sergey Abramov, Vladimir V. Lukin, National Aerospace University, Ukraine

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:(33*+2:7248,&./<),1'7+(2%-(&72),17(5(67,1/$5*(6&$/( 3 5(027(6(16,1*,0$*(6 Zhina Song, Haigang Sui, Wuhan University, China; Li Hua, Huazhong Agricultural University, China

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:(33,(/,0,1$7,1*())(&72),0$*(%25'(5:,7+,0$*(3(5,2',& 77 '(&20326,7,21)253+$6(&255(/$7,21%$6(',0$*(5(*,675$7,21 Yunyun Dong, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Tengfei Long, Weili Jiao, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, China

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:(331'$7$$8*0(17$7,210(7+2'2)6$5,0$*('$7$6(7 92 Mingrui Zhang, Zongyong Cui, Xianyuan Wang, Zongjie Cao, University of Electronic Science and Technology of China, China

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:(331&523,'(17,),&$7,2186,1*6(17,1(/$1'6(17,1(/'$7$)252 ,1',$15(*,21 Jitendra Singh, Umamaheswari Devi, Jagabondhu Hazra, Shivkumar Kalyanaraman, IBM, India

:(33108/%(55<,'(17,),&$7,21%$6('2163(&75$/'(5,9$7,9($1'5 68332579(&7250$&+,1( Shanning Bao, Chunxiang Cao, Wei Chen, Tianyu Yang, Insitute of Remote Sensing and Digital Earth, China; Changyu Qiu, Fangrong Zhu, Guangxi Academy of Semiculture Sciences, China

:(3310$33,1*&523/$1'(;7(17%<$6<1&+521286)86,212)237,&$/19 $1'$&7,9(0,&52:$9(,0$*(5< 6XELW&KDNUDEDUWL7LQD&RUPLHU1LFN0DOL]LD'DYLG3RWHUH'DPLHQ6XOOD0HQDVKH.LUN=PLMHZVNL7HOOXVODEV,QF8QLWHG States; Mark Friedl, Boston University, United States

:(33186,1*672.(63$5$0(7(56'(5,9(')5205$'$56$7'$7$)255$3(2 %5$66,&$1$386/ %,20$66,19(56,21 Yue Yang, Wangfei Zhang, Southwest Forestry University, China; Zengyuan Li, Erxue Chen, Lei Zhao, Chinese Academy of Forestry, China; Yahong Zhang, Southwest Forestry University, China; Bin Sun, Chinese Academy of Forestry, China

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:(3326(16,7,9,7<2)6(17,1(/725$,16725(',17(03(5$7()25(67 0 César Cisneros Vaca, Christiaan van der Tol, University of Twente, Netherlands

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:(332'(7(&7,212)%851('$5($6,16287+(51$)5,&$16$9$11$+686,1*37 7,0(6(5,(62)&%$1'6(17,1(/'$7$ Renaud Mathieu, Russell Main, Council of Science and Industrial Research, South Africa; David Roy, South Dakota State University, United States; Laven Naidoo, Council of Science and Industrial Research, South Africa; Hannah Yang, Princeton University, United States

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:(333(67,0$7,21)25$6$03/(6,=(2)'((3/($51,1*86(',1 18 +<3(563(&75$/'$7$$33/,&$7,21 Shinya Odagawa, Remote Sensing Technology Center of Japan, Japan; Tomomi Takeda, Japan Space Systems, Japan

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:(333237,0,=$7,212)63(&75$/,1',&(6)257+((67,0$7,212)/($)$5($ 1 ,1'(;%$6('216(17,1(/08/7,63(&75$/,0$*(5< Zihao Wang, Yuanheng Sun, Tianyuan Zhang, Huazhong Ren, Qiming Qin, Peking University, China

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:(3345()/(&7$1&(63(&7526&23<)255,6.0,1(5$/6$1$/<6,6 1 Belgacem Dkhala, Nouha Mezned, Saadi Abdeljaouad, Sciences Faculty of Tunis, University of Tunis El Manar, Tunisia; Zouhaier Ben Rabah, National Center for Cartography and Remote Sensing, Ministry of National Defense, Tunisia

:(33486,1*5()/(&7$1&(63(&7526&23<72&+$5$&7(5,=(685)$&( 5 /$1')2506$1'92/&$1,&'(326,7621'(&(37,21,6/$1' $17$5&7,&$ 7KRPDV6FKPLG&,(0$76SDLQ-HUyQLPR/ySH]0DUWtQH]$QD1LHWR8QLYHUVLGDG$XWyQRPDGH0DGULG6SDLQ0DUWD3HOD\R CIEMAT, Spain; Stéphane Guillaso, GFZ German Research Center for Geosciences, Germany

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7+55$'$56$7&2167(//$7,210,66,21'$7$32/,&< 36 Jill Smyth, Guennadi Kroupnik, Steve Iris, Magdalena Wierus, Canadian Space Agency, Canada

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7+585%$1,=$7,21$1',76,03$&72167250:$7(55812))327(17,$/ 2 86,1**(263$7,$/722/6 Shray Pathak, Chandra Shekhar Prasad Ojha, Rahul Dev Garg, Indian Institute of Technology Roorkee, India; Venkat Lakshmi, University of South Carolina, United States

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7+52%6(59,1*&523*52:7+$1'9,7$/,7<:,7+7+(&23(51,&865 0,66,21 Onur Yuzugullu, AgriCircle AG, Switzerland; Frank Liebisch, ETH Zurich, Switzerland

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7+5)86,212)6(17,1(/$1'6(17,1(/,0$*(6)25&/$66,),&$7,212)3 $*5,&8/785$/$5($686,1*$129(/&/$66,),&$7,21$3352$&+ Pouya Hedayati, Damian Bargiel, Technische Universität Darmstadt, Germany

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7+5*&206&,(1&(29(59,(:$1'7+(,1,7,$/5(68/762)*&20& 47 Haruhisa Shimoda, Tokai University, Japan

7+535(/$81&+&+$5$&7(5,6$7,21$1',125%,7&$/,%5$7,212) 1 *&20&6*/, Yoshihiko Okamura, Taichiro Hashiguchi, Tomoyuki Urabe, Kazuhiro Tanaka, Japan Aerospace Exploration Agency, Japan; Jun Yoshida, Takashi Sakashita, Takahiro Amano, NEC Corporation, Japan

7+5678'<21$%29(*5281'%,20$66352'8&76)520*&20&6*/,5 Yoshiaki Honda, Koji Kajiwara, Chiba University, Japan

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7+33$$&/$66,),&$7,210(7+2')2532/6$5,0$*(686,1*6/,&683(53,;(/1 6(*0(17$7,21$1''((3&2192/87,211(85$/1(7:25. Feng Gu, Hong Zhang, Chao Wang, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China

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7+33$7+()3*$,03/(0(17$7,212)5($/7,0(6327/,*+76$5,0$*,1* 3 Wei Li, Zhiwei Xu, Daiyin Zhu, Nanjing University of Aeronautics and Astronautics, China

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7+33&(67,0$7,1*$=,087+2)68%685)$&(/,1($57$5*(76%<4 32/$5,0(75,&*35 Hai Liu, Guangzhou Unviersity, China; Xiaoyun Huang, Bangan Xing, Xiamen Unviersity, China; Jie Cui, Guangzhou Unviersity, &KLQD%LOOLH6SHQFHU8QLYHUVLW\RI,OOLQRLVDW8UEDQD&KDPSDLJQ8QLWHG6WDWHV4LQJ+XR/LX'XNH8QLYHUVLW\8QLWHG6WDWHV

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FO[[LL 7+33-$129(/63(&7580(/$%25$7,210(7+2')25029,1*7$5*(7659 %$6('21(03,5,&$/02'('(&20326,7,21 Miao Zhang, Ruilin Yuan, Yi Shen, Harbin Institute of Technology, China

7+33-*(1(5$7,212)75$,1,1*(;$03/(686,1*260'$7$$33/,(')25 63 5(027(6(16('/$1'&29(5&/$66,),&$7,21 Gisela Häufel, Dimitri Bulatov, Melanie Pohl, Lukas Lucks, Fraunhofer Institute of Optronics, System Technologies and Image ([SORLWDWLRQ ,26% *HUPDQ\

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7+33-)(1*<816$7(//,7(0,&52:$9('$7$5(0$3$1',76$33/,&$7,2171 Xiaoqing Li, Chengli Qi, Qifeng Lu, Ruixia Liu, Hui Liu, Yang Guo, Chunqiang Wu, National Satellite Meteorological Center, China Meteorological Administration, China

7+33-08/7,67$7,&6$5,1)250$7,21)86,21%$6('21,0$*(5(*,675$7,215 $1')$.(&2/256<17+(6,6 Wenjing Wang, Junjie Wu, Xiaqing Yang, Yuxuan Miao, Jianyu Yang, Haiguang Yang, University of Electronic Science and Technology of China, China

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7+33-$33/,&$7,212)/$1'6$7$1'6(17,1(/,0$*(6)25'528*+7 86 021,725,1*29(57+(.25($13(1,168/$ Dalgeun Lee, Jongpil Kim, Mi Hee Lee, Soo Bong Lee, Jinyoung Kim, NDMI, Republic of Korea

7+33-&+$5$&7(5,67,&62)7+(',675,%87,212)7(;785(6,17+( 8 5(&216758&7,212)'$0$*('%8,/',1*6,17+(.80$0272($57+48$.( Masashi Sonobe, Hideki Hashiba, Nihon University, Japan

7+33-$33/,&$7,212)7+(*)6$7(//,7('$7$,1)/22'',6$67(53 021,725,1* Xiaotao Li, Jingxuan Lu, China Institute of Water Resources and Hydropower Research, China; Xiaoning Song, University of Chinese Academy of Sciences, China; Yayong Sun, Lin Li, Tianjie Lei, Wei Qu, China Institute of Water Resources and Hydropower Research, China

7+33-($5/<:$51,1*2)&216758&7,21/$1',19,//$*(6$1'72:16 297 %$6('21)8==<(;7(16,210$77(5(/(0(1702'(/ Hongga Li, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences; University of Chinese Academy of 6FLHQFHV&KLQD=H/LX0LQLVWU\RI+RXVLQJDQG8UEDQ5XUDO'HYHORSPHQWRIWKH3HRSOH¶V5HSXEOLFRI&KLQD&KLQD;LDR[LD Huang, Xia Li, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China

7+33-7+(:+2/(352&(665(027(6(16,1*021,725,1*2)5,9(5%$6,11 )/22'7$.,1*7+(+(,/21*-,$1*5,9(5)/22'$6$1(;$03/( Lin Li, Xiaotao Li, Jingxuan Lu, Tianjie Lei, Tao Sun, Wei Qu, China Institute of Water Resources and Hydropower Research, China

FO[[LLL 7+33-48$17,7$7,9(7<3,&$//$1'&29(55(027(6(16,1*$1',764 $33/,&$7,21,1($57+48$.((9$/8$7,21 Dan Yin, Xiuwan Chen, Peking University, China; Shihu Zhao, Satellite Surveying and Mapping Center, China

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7+33-/$1'86(&/$66,),&$7,2186,1*),1,7((/(0(170$&+,1(6 16 Danillo Pereira, Joao Papa, Sao Paulo State University, Brazil; Luciene Papa, Faculty Southwest Paulista, Brazil; Rodrigo Pisani, University of Alfenas, Brazil

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7+33.6($,&(&+$1*('(7(&7,21,16$5,0$*(6%$6('21&2//$%25$7,9(0 5(35(6(17$7,21 Yunhao Gao, Feng Gao, Junyu Dong, Shengke Wang, Ocean University of China, China

7+33.6($,&(&/$66,),&$7,21)520+<3(563(&75$/,0$*(6%$6('21 4 6(/)3$&('%2267/($51,1* Dong Wang, Feng Gao, Junyu Dong, Yang Yang, Shengke Wang, Ocean University of China, China

7+33.$8720$7('6($,&(&/$66,),&$7,2129(57+(%$/7,&6($86,1* 28 08/7,3$5$0(75,&)($785(62)7$1'(0;,16$5,0$*(6 Marjan Marbouti, University of Helsinki, Finland; Oleg Antropov, Aalto University, Finland; Patrick Eriksson, Finnish Meteorological Institute, Finland; Jaan Praks, Vahid Arabzadeh, Aalto University, Finland; Eero Rinne, Finnish Meteorological Institute, Finland; Matti Leppäranta, University of Helsinki, Finland

7+33.836&$/,1*)52048$'32/$5,0(75,&72'8$/32/$5,0(75,&6$5'$7$ 2 86,1*0$&+,1(/($51,1**$866,$1352&(665(*5(66,21 Katalin Blix, Martine M. M. Espeseth, Torbjørn Eltoft, UiT The Arctic University of Norway, Norway

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7+33.08/7,±32/$5,=$7,216$50($685(0(176722%6(59(&2$67$/$5($640 ,1$17$5&7,&$ Ferdinando Nunziata, Andrea Buono, Università di Napoli Parthenope, Italy; M Moctezuma, Universidad Nacional Autonoma GH0H[LFR0H[LFR)ODYLR3DUPLJJLDQL&RQVLJOLR1D]LRQDOHGHOOH5LFHUFKH &15 ,WDO\0DXUL]LR0LJOLDFFLR8QLYHUVLWjGL Napoli Parthenope, Italy

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7+33/&(26$1$/<6,65($'<'$7$)25/$1' &$5'/ 29(59,(:07 Adam Lewis, Geoscience Australia, Australia; Jennifer Lacey, USGS EROS, United States; Susanne Mecklenburg, European Space Agency, Italy; Jonathon Ross, Andreia Siqueira, Geoscience Australia, Australia; Brian Killough, NASA Langley Research &HQWHU8QLWHG6WDWHV=ROWDQ6]DQWRL(XURSHDQ&RPPLVVLRQ-RLQW5HVHDUFK&HQWUH -5& ,WDO\7DNHR7DGRQR-DSDQ Aerospace Exploration Agency, Japan; Ake Rosenqvist, solo Earth Observation, Japan; Philippe Goryl, Nuno Miranda, Steven Hosford, European Space Agency, Italy

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7+331$(5262/5(75,(9$/629(5%5,*+785%$1685)$&(686,1*/$1'6$70 ,0$*(6 Muhammad Bilal, Zhongfeng Qiu, Nanjing University of Information Science and Technology, China

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FO[[YLLL 7+331678'<2)+$=(32//87,21'85,1*:,17(5,1:8+$1&+,1$ 68 Boming Liu, Yingying Ma, Wei Gong, Tianhao Zhang, Yifan Shi, State Key Laboratory of Information Engineering in Surveying, 0DSSLQJDQG5HPRWH6HQVLQJ /,(60$56 :XKDQ8QLYHUVLW\&KLQD

7+331&/,6$6<67(0)25$(5262/0($685(0(171(7:25. 2 'DYLG)XHUWHV&DUORV7ROHGDQR5DPLUR*RQ]DOH]$OEHUWR%HUMRQ*URXSRI$WPRVSKHULF2SWLFV6SDLQ%HQMDPtQ7RUUHV GRASP SAS, France; Victoria Cachorro, Ángel Maximo de Frutos, Group of Atmospheric Optics, Spain

7+3311(:(;3(5,0(17621$(5262/+<*526&23,&*52:7+,1$7523,&$/7 (19,5210(17 Li Tan, Daniel M. Kalbermatter, Santo V. Salinas, National University of Singapore, Singapore

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7+3329(*(7$7,21:$7(5&217(17(67,0$7,21)25&251%<0($162) 597 ,19(56(02'(/,1*)5206,08/$7,2162)7+(),56725'(56&$77(5,1*02'(/ Wenxing Hu, Linna Chai, Shaojie Zhao, Beijing Normal University, China

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7+332&$/,%5$7,21$1'9$/,'$7,212)+<$'(5,9('6,*1,),&$17:$9(09 +(,*+786,1*75,3/(&2//2&$7,21 He Wang, National Ocean Technology Center, China; Jing Wang, Zhejiang Ocean University, China; Jianhua Zhu, Chuntao Chen, Xiaoqi Huang, Wanlin Zhai, National Ocean Technology Center, China

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7+3327+(9$/,'$7,212):(7=(1,7+'(/$<2)*5281'*3667$7,216 28 %$6('21-$621$05 Wanlin Zhai, Jianhua Zhu, Chuntao Chen, He Wang, Xiaoqi Huang, Longhao Yan, National Ocean Technology Center, China

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7+33302'(//,1*/$1'685)$&(7,0(6(5,(6:,7+5(&855(171(85$/ 40 1(76 Markus Reichstein, Simon Besnard, Nuno Carvalhais, Fabian Gans, Martin Jung, Basil Kraft, Miguel Mahecha, Max Planck Institute for Biogeochemistry, Germany

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7+334+(,*+7$1'%,20$66,19(56,212):,17(5:+($7%$6('21&$123< 1 +(,*+702'(/ Haikuan Feng, Li Pan, Fan Yang, Haojie Pei, Beijing Research Center for Information Technology In Agriculture, China; Huifang Wang, Beijing Municipal Climate Center, China; Guijun Yang, Mingxing Liu, Zhichao Wu, Beijing Research Center for Information Technology In Agriculture, China

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7+334,0$*(6,08/$7,216)257+($'9$1&('237,&$/6$7(//,7( $/26 31 Takeo Tadono, Ayano Oka, Hidenori Watarai, Japan Aerospace Exploration Agency, Japan; Junichi Takaku, Fumi Ohgushi, Masanori Doutsu, Remote Sensing Technology Center of Japan, Japan

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7+334&(5(6)02112$$(1$%/,1*&217,18,7<2)($57+5$',$7,21 39 %8'*(70($685(0(176,1,7,$/5(68/76 Kory Priestley, NASA Langley Research Center, United States; Susan Thomas, Lou Smith, Science Systems and Applications, Inc, United States

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7+334021,725,1*$70263+(5,&&20326,7,21%<*(2.2036$7*2&,0 $0,$1'*(06 Jhoon Kim, Myungje Choi, Mijin Kim, Hyungwang Lim, Seoyoung Lee, Yonsei University, Republic of Korea; Kyung Jung Moon, :RQ-RRQ&KRL-RQJ0LQ

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7+335),56725'(5:$7(5%$/$1&(678',(686,1*60$362,/02,6785( 1 Ruzbeh Akbar, Daniel Short Gianotti, Massachusetts Institute of Technology, United States; Kaighin A. McColl, Harvard University, United States; Erfan Haghighi, Massachusetts Institute of Technology, United States; Guido D. Salvucci, Boston University, United States; Dara Entekhabi, Massachusetts Institute of Technology, United States

7+335,17(*5$7('685)$&('528*+7,1'(; ,6', $33/,&$7,21,1&+,1$)25 5 '528*+7021,725,1* Lei Zhou, Jiayun Fu, Beijing University of Civil Engineering and Architecture, China; Jianjun Wu, Xinyi Han, Beijing Normal University, China; Qiang Chen, Mingyi Du, Changfeng Jing, Beijing University of Civil Engineering and Architecture, China

7+335$1$/<6,62)62,/)5((=(7+$:6,*1$785(6'85,1*6/$3(;)779 &$03$,*1 Edward Kim, NASA Goddard Space Flight Center, United States; Tracy Rowlandson, Aaron Berg, University of Guelph, Canada; Alexandre Roy, University of Sherbrooke, Canada; Renato Pardo, University of Guelph, Canada; Jarrett Powers, Agriculture and $JUL)RRG&DQDGD&DQDGD3DXO+RXVHU*HRUJH0DVRQ8QLYHUVLW\8QLWHG6WDWHV.\OH0F'RQDOG&LW\&ROOHJHRI1HZ

7+33562,/3(50,77,9,7<$1'62,/)52675(75,(9$/686,1*$6<1(5*,67,&2 0(7+2')25$&7,9($1'3$66,9(0,&52:$9(,167580(176 Tuomo Smolander, Juha Lemmetyinen, Kimmo Rautiainen, Finnish Meteorological Institute, Finland; Mike Schwank, Gamma Remote Sensing, Switzerland; Jouni Pulliainen, Finnish Meteorological Institute, Finland

7+3357(0325$/$1'63$7,$/'<1$0,&62)62,/(526,21,11257+6287+ 5 3$15,9(5:$7(56+(',1 Wei Cao, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China; Lulu Liu, Chengdu University, China; Dan Wu, Nanjing Institute of Environmental Sciences, Ministry of Environmental Protection, China; Jun Zhai, Satellite Environment Center, MEP, China; Yunfeng Hu, Duanyang Xu, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China

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7+335'233/(5(67,0$7,21:,7+³1216723$1'*2´$668037,21,1 09 0221%$6('6$5,0$*,1* Zhen Xu, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences; University of Chinese Academy of 6FLHQFHV&KLQD.XQ6KDQ&KHQ+XDGRQJ*XR,QVWLWXWHRI5HPRWH6HQVLQJDQG'LJLWDO(DUWK&KLQHVH$FDGHP\RI6FLHQFHV China

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7+33508/7,&$3$%,/,7<6$5)25*(26&,(1&(5(6($5&+ 17 Evan Zaugg, Joshua Bradley, ARTEMIS, Inc., United States

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7+336',675,%87,212)6(',0(176$662&,$7(':,7+'5('*,1* 1 $&7,9,7,(6216287+&+,1$6($'(7(&7('%<9,,56216820,133 Ichio Asanuma, Jonggeol Park, Takashi Yamaguchi, Daisuke Hasegawa, Kenneth Mackin, Tokyo University of Information Sciences, Japan

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7+33602'(/,1*0253+2'<1$0,&352&(66(6,10($1'(5,1*5,9(5686 :,7+8$9%$6('0($685(0(176 Orkan Ozcan, Istanbul Technical University, Turkey; Semih Sami Akay, Istanbul Arel University, Turkey

7+33663$7,$/18//(67,0$7,21,1%($063$&(3267'233/(567$3)250 $,5%251(&2//2&$7('0,025$'$5 Xiang Zhao, Zishu He, Xu Wang, Jun Li, Wen Sun, University of Electronic Science and Technology of China, China

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7+33686(2)'521(6)255(027(0$1$*(0(172)7+(&/26(0($685( 4 2)5$',2$&7,9,7<6285&(6 Juan Baeza, David Valencia, Antonio Baeza, LARUEX, Spain

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7+337$'$37$7,21$1'9$/,'$7,212)7+(6:,5($/*25,7+0)256(17,1(/ 3 29(5&203/(;:$7(562)3($5/5,9(5(678$5< Huizeng Liu, Qiming Zhou, Hong Kong Baptist University, China; Guofeng Wu, Shuibo Hu, Qingquan Li, Shenzhen University, China

7+337,17(51$/:$9(6215,9(53/80(6 37 Olga Lavrova, Ksenia Nazirova, Space Research Institute of Russian Academy of Sciences, Russian Federation; Dmitry Soloviev, Marine Hydrophysical Institute of Russian Academy of Science, Russian Federation

7+337&203$5,6212);%$1'6$5$1'&2$03602'(/:,1'),(/'6$1'1 27+(5$,56($,17(5$&7,213$5$0(7(56,10217(5(<%$< Samantha Ballard, Hans Graber, Michael Caruso, Roland Romeiser, University of Miami, United States

7+337(9$/8$7,212)*)48$'32/$5,=('6$5,0$*(5<)25&2$67$/=21( 5 2%6(59$7,21 Xiaochen Wang, Yun Shao, Wei Tian, Zhongke Academy of Satellite Applications in Deqing, China; Yue Duan, Marine Environmental Monitoring Centre of Ningbo, State Oceanic Administration, China; Kun Li, Long Liu, Zhongke Academy of Satellite Applications in Deqing, China

7+3377232*5$3+,&0$33,1*2)7+(68%(,%$1.7,'$/)/$7686,1*49 6(17,1(/$6$5,0$*(6 Shuangshang Zhang, Qing Xu, Zheng Gong, Hohai University, China; Kaiguo Fan, Linyi University, China

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7+3370,&52:$9(,0$*,1*2)1215,*,'029,1*7$5*(786,1*'63$56( 5 0,02$55$< Zhanyu Zhu, Feng Xu, Haipeng Wang, Fudan University, China

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7+3371$6$'5(1+$1&('5$'$5:,7+1(:'$7$$1'&21752/)($785(678 Mohit Kumar, Shashank Joshil, Colorado State University, United States; Manuel A. Vega, NASA Goddard Space Flight Center, United States; V. Chandrasekar, Colorado State University, United States; John Zebley, NASA Goddard Space Flight Center, United States

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7+338,03529,1*7+(63$7,$/5(62/87,212),0$*,1*,167580(1760 86,1*62)7:$5( Manohar Mareboyana, Bowie State University and ASRC at NASA Goddard Space Flight Center, United States; Jacqueline Le Moigne, Philip Dabney, NASA Goddard Space Flight Center, United States

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7+33852%8676(1625/2&$/,=$7,21%$6('21(8&/,'($1',67$1&(0$75,; 7998 Dehong Liu, Hassan Mansour, Petros Boufounos, Mitsubishi Electric Research Laboratories, United States; Ulugbek Kamilov, Washington University in St. Louis, United States

7+338*(267$7,21$5<0,&52:$9(,0$*,1*86,1*&2035(66,9(5()/(&725 2 $17(11$ Jiwen Geng, Ze Yu, Liwei Sun, Chunsheng Li, Beihang University, China

7+33808/7,&+$111(/$1'0,026$5$17,-$00,1*$1$/<6,6 06 Ruijia Wang, Air Force Engineering University, China; Sun Bing, Beihang University, China; Chengsi Yi, Air Force Engineering University, China; Jie Chen, Beihang University, China; Zhou Yipeng, Air Force Engineering University, China

7+3386,1*/()5$0(683(55(62/87,21:,7+&2192/87,21$/1(85$/4 1(7:25.)255(027(6(16,1*,0$*(5< Jie Fu, YuHong Liu, Lanzhou Jiaotong University, China; Feng Li, Qian Xuesen Laboratory of Space Technology, China

7+3387+(5(&29(5<$/*25,7+02)6$785$7('6$55$:'$7$%$6('21 18 &2035(66('6(16,1* Wenjiao Chen, Beihang University, China; Peng Xiao, Qian Xuesen Laboratory of Space Technology, China; Ze Yu, Chunsheng Li, Beihang University, China

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FO[[[YLL 7+338612:'(37+(67,0$7,21:,7+*1665'8$/5(&(,9(52%6(59$7,21 0 Shuyao Wang, School of Geodesy and Geomatics and Collaborative Innovation Center for Geospatial Technology,Wuhan University, China; Kegen Yu, School of Environmental Science and Spatial Informatics, China University of Mining and Technology,Xuzhou, China

7+338+<3(563(&75$/0,;(''(12,6,1*9,$68%63$&(/2:5$1./($51,1*4 $1'%0'),/7(5,1* Le Sun, Nanjing University of Information Science and Technology, China; Byeungwoo Jeon, Sungkyunkwan University, Republic of Korea

7+3381($55($/7,0(6$5,0$*()2&86,1*21%2$5'63$&(&5$)738 Yohei Sugimoto, Satoru Ozawa, Noriyasu Inaba, Japan Aerospace Exploration Agency, Japan

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)5552%867683(55(62/87,21,0$*(5(&216758&7,210(7+2')25 0 *(20(75,&$//<'()250('5(027(6(16,1*,0$*(6 Jing Qin, Montana State University, United States; Igor Yanovsky, California Institute of Technology, United States

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)5505)%$6(''(&,6,21)86,21)25+<3(563(&75$/,0$*(&/$66,),&$7,21 66 Vera Andrejchenko, Rob Heylen, University of Antwerp, Belgium; Wenzhi Liao, Wilfried Philips, University of Gent, Belgium; Paul Scheunders, University of Antwerp, Belgium

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)5330'<1$0,&&+$1*(62)7+($/3,1(:(7/$1'6,17,%(7&+,1$ Dong Liu, Mengjia Xu, Nanjing Institute of Environmental Sciences, Ministry of Environmental Protection, China

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)5330(67,0$7,1*7+($%29(*5281'%,20$662)3+5$*0,7(6$8675$/,6 &200215((' %$6('2108/7,6285&('$7$ Yingkun Du, Jing Wang, Wuhan University, China; Yifan Lin, Peking University, China; Zhengjun Liu, Chinese Academy of Surveying and Mapping, China; Haiying Yu, the Fourth Institute of Anhui Surveying and Mapping, China; Haiyan Yi, Chinese Academy of Sciences, China

)5330$08/7,6&$/(%$6('$3352$&+)255,9(5(;75$&7,21)5206$5 ,0$*(686,1*$775,%87(),/7(56 0RVOHP2XOHG6JKDLHU6DPXHO)RXFKHU&RPSXWHU5HVHDUFK,QVWLWXWHRI0RQWUHDO&DQDGD5LFKDUG/HSDJHeFROHGH WHFKQRORJLHVXSpULHXUH e76 &DQDGD7RP/DQGU\&RPSXWHU5HVHDUFK,QVWLWXWHRI0RQWUHDO&DQDGD

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)5330,19(67,*$7,1*:$7(5)2:/+$%,7$786(3$77(516:,7+ 08/7,6285&(5(027(6(16,1*'$7$ Ruobing Zheng, University of Chinese Academy of Sciences, China; Ze Luo, Baoping Yan, Computer Network Information Center, Chinese Academy of Sciences, China

FF[YLL )53315(027(6(16,1*2),1/$1':$7(56, ADDITIONAL PAPERS

)53315(027(6(16,1*,19(56,212):$7(548$/,7<3$5$0(7(56,1 /21*48$1/$.(%$6('21362695$/*25,7+0 Yuxia Li, University of Electronic Science and Technology of China, China; Lei He, Chengdu University of Information Technology, China; Bo Peng, Kunlong Fan, Ling Tong, University of Electronic Science and Technology of China, China

)5331$08/7,&/28'&<%(5,1)5$6758&785()25021,725,1**/2%$/ 352/,)(5$7,212)&<$12%$&7(5,$/+$50)8/$/*$/%/2206 Deepak Mishra, Lakshmish Ramaswamy, Abhishek Kumar, Suchendra Bhandarkar, Vinay Kumar, University of Georgia, United States; Sunil Narumalani, University of Nebraska, United States

)5331&$/,%5$7,21$1'9$/,'$7,212)$/*25,7+06)257+((67,0$7,212) &+/2523+

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)5331+80$1$&7,9,7,(6,03$&721/$.(&+$1*(,17,%(7$13/$7($8'85,1* 7+(3(5,2' Bo Ma, Dingfang Tian, Huazhong Ren, Wenjie Fan, Peking University, China; Yanjuan Yao, Ministry of Environmental Protection, China

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)5331&203$5,6,212)5(75$&.(56¶3(5)250$1&(629(5,1/$1':$7(5 %2',(6 4L*DR(GXDUG0DNKRXO9DURQD0DULD-RVH(VFRULKXHODLVDUG6$76SDLQ0HKUH]=ULEL&(6%,2)UDQFH3HUH4XLQWDQD Segui, Observatori de l’Ebre, Spain

)53313(5)250$1&($1$/<6,62)7+(&5&&352&(6625,1(67,0$7(7+( :$7(548$/,7<3$5$0(7(56,1,1/$1':$7(5686,1*2/&,6(17,1(/$,0$*(6 Enner Alcântara, Caroline Andrade, Ana Carolina Gomes, Nariane Bernardo, Alisson Carmo, Thanan Rodrigues, Fernanda :DWDQDEH6DR3DXOR6WDWH8QLYHUVLW\8QHVS%UD]LO

)5331(67,0$7,1*5,9(5',6&+$5*(6,17+(2*228e5,9(5%$6,186,1* 6$7(//,7($/7,0(75<'$7$ 6DNDURV%RJQLQJ)UpGpULF)UDSSDUW)DELHQ%ODUHO)HUQDQGR1LxR2EVHUYDWRLUH0LGL3\UpQpHV&DPHURRQ*LO0DKp )UpGpULTXH6H\OHU-HDQ-DFTXHV%UDXQ,5')UDQFH5DSKDsO2QJXpQp-DFTXHV(WDPp8QLYHUVLWpGH'RXDOD&DPHURRQ

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)5332(9$/8$7,212)63$&(%251(35(&,3,7$7,215$'$5%<86,1*+,*+ '(16,7<2%6(59$7,21'85,1*7+(7500(1'2)0,66,21(;3(5,0(17 Nobuhiro Takahashi, Nagoya University, Japan

)53329$/,'$7,212)7+(*/2%$/35(&,3,7$7,210($685(0(170,66,21 &25(2%6(59$725<29(5*5($7%5,7$,1$1',5(/$1' Daniel Watters, Alessandro Battaglia, Kamil Mroz, Frederic Tridon, University of Leicester, United Kingdom FF[YLLL )5332(;3/2,7$7,212)*30&/28'6$7&2,1&,'(1&('$7$6(7)25*/2%$/ 612:)$//5(75,(9$/ *LXOLD3DQHJURVVL-HDQ)UDQoRLV5\VPDQ,QVWLWXWHRI$WPRVSKHULF6FLHQFHVDQG&OLPDWH,WDO\'DQLHOH&DVHOOD6(5&26S$ Italy; Paolo Sanò, Anna Cinzia Marra, Stefano Dietrich, Institute of Atmospheric Sciences and Climate, Italy; Mark Kulie, Michigan Technological University, United States

)5332'350($685(0(1762)+$,/%($5,1*&2/8016 Kamil Mroz, Alessandro Battaglia, NCEO, United Kingdom; Timothy Lang, NASA Marshall Space Flight Center, United States; Simone Tanelli, Gian Franco Sacco, NASA Jet Propulsion Laboratory, United States

ADDITIONAL PAPERS

PROPOSAL OF MILLIMETER-WAVE ADAPTIVE GLUCOSE-CONCENTRATION ESTIMATION SYSTEM USING COMPLEX-VALUED NEURAL NETWORKS...... 4074 Shizhen Hu, Akira Hirose

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