Operational snow monitoring on the Tibetan plateau by using SSM/I data and algorithm validation [4894-77] (Englisch)
- Neue Suche nach: Gao, F.
- Neue Suche nach: Li, X.
- Neue Suche nach: Armstrong, R. L.
- Neue Suche nach: Wang, J.
- Neue Suche nach: Che, T.
- Neue Suche nach: Xu, W.
- Neue Suche nach: SPIE
- Neue Suche nach: Gao, F.
- Neue Suche nach: Li, X.
- Neue Suche nach: Armstrong, R. L.
- Neue Suche nach: Wang, J.
- Neue Suche nach: Che, T.
- Neue Suche nach: Xu, W.
- Neue Suche nach: Kummerow, C. D.
- Neue Suche nach: Jiang, J.
- Neue Suche nach: Uratuka, S.
- Neue Suche nach: SPIE
In:
Microwave remote sensing of the atmosphere and environment
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456-463
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2003
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Print
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Titel:Operational snow monitoring on the Tibetan plateau by using SSM/I data and algorithm validation [4894-77]
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Beteiligte:Gao, F. ( Autor:in ) / Li, X. ( Autor:in ) / Armstrong, R. L. ( Autor:in ) / Wang, J. ( Autor:in ) / Che, T. ( Autor:in ) / Xu, W. ( Autor:in ) / Kummerow, C. D. / Jiang, J. / Uratuka, S. / SPIE
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Kongress:Conference; 3rd, Microwave remote sensing of the atmosphere and environment ; 2002 ; Hangzhou, China
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Erschienen in:PROCEEDINGS- SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING ; 4894 ; 456-463
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Verlag:
- Neue Suche nach: SPIE
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Erscheinungsdatum:01.01.2003
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Format / Umfang:8 pages
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ISBN:
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ISSN:
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Medientyp:Aufsatz (Konferenz)
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Format:Print
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Sprache:Englisch
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Schlagwörter:
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Datenquelle:
© Metadata Copyright the British Library Board and other contributors. All rights reserved.
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Microwave remote sensing activities in China: present and future (Invited Paper) [4894-01]Jiang, J. / SPIE et al. | 2003
- 1
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Microwave remote sensing activities in China: present and futureJiang, JingShang et al. | 2003
- 10
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Monitoring the sandstorm during spring season 2002 and desertification in northern China using the SSM/I data and Getis statisticsJin, Yaqiu / Yan, Fenghua et al. | 2003
- 10
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Monitoring the sandstorm during spring season 2002 and desertification in northern China using the SSM/I data and Getis statistics (Invited Paper) [4894-02]Jin, Y.-Q. / Yan, F. / SPIE et al. | 2003
- 17
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Investigating regime-dependent rainfall variations using TRMM active and passive microwave sensorsBerg, Wesley K. / Kummerow, Christian D. et al. | 2003
- 17
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Investigating regime-dependent rainfall variations using TRMM active and passive microwave sensors [4894-04]Berg, W. K. / Kummerow, C. D. / SPIE et al. | 2003
- 25
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Method of microwave remote sensing of rainfall distribution over tropical oceanLiu, Jinli / Lin, Longfu / Zhang, Ling / Lu, Daren et al. | 2003
- 25
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Method of microwave remote sensing of rainfall distribution over tropical ocean [4894-05]Liu, J. / Lin, L. / Zhang, L. / Lu, D. / SPIE et al. | 2003
- 31
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Comparisons of real-time microwave rainfall products from TRMM/TMI, DMSP/SSM/I, and NOAA/AMSU [4894-31]Ji, Y. / Stocker, E. F. / SPIE et al. | 2003
- 31
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Comparisons of real-time microwave rainfall products from TRMM/TMI, DMSP/SSM/I, and NOAA/AMSUJi, Yimin / Stocker, Erich F. et al. | 2003
- 40
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Precipitation/latent heating retrieval and validation [4894-32]Yang, S. / Olson, W. S. / Smith, E. A. / Kummerow, C. D. / Chen, S. / SPIE et al. | 2003
- 40
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Precipitation/latent heating retrieval and validationYang, Song / Olson, William S. / Smith, Eric A. / Kummerow, Christian D. / Chen, Shuyi et al. | 2003
- 50
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Estimation of precipitation and latent heating distributions by satellite passive/active microwave remote sensingOlson, William S. / Yang, Song / Kummerow, Christian D. / Haddad, Ziad G. / Tao, Wei-Kuo / Wang, Yansen / Lang, Stephen E. / Johnson, Daniel E. / Braun, Scott A. / Chiu, Christine et al. | 2003
- 50
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Estimation of precipitation and latent heating distributions by satellite passive/active microwave remote sensing [4894-33]Olson, W. S. / Yang, S. / Kummerow, C. D. / Haddad, Z. G. / Tao, W.-K. / Wang, Y. / Lang, S. E. / Johnson, D. E. / Braun, S. A. / Chiu, C. et al. | 2003
- 58
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Study of the development of Typhoon Lingling by using satellite dataSiripong, Absornsuda et al. | 2003
- 58
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Study of the development of Typhoon Lingling by using satellite data [4894-34]Siripong, A. / SPIE et al. | 2003
- 67
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Oceanic wind speed retrieval from SSM/I [4894-35]Wang, Z. / Li, J. / Jiang, J. / SPIE et al. | 2003
- 67
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Oceanic wind speed retrieval from SSM/IWang, Zhenzhan / Li, Jing / Jiang, JingShang et al. | 2003
- 73
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Small-scale nonuniform rain beam filling errors in spaceborne radar rain measurement [4894-36]Zhang, L. / Liu, J. / Duan, S. / Lu, D. / SPIE et al. | 2003
- 73
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Small-scale nonuniform rain beam filling errors in spaceborne radar rain measurementZhang, Ling / Liu, Jinli / Duan, Shu / Lu, Daren et al. | 2003
- 83
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Validation analysis after the altitude change of TRMM [4894-38]Shimizu, S. / Takahashi, N. / Iguchi, T. / Awaka, J. / Kozu, T. / Meneghini, R. / Okamoto, K. / SPIE et al. | 2003
- 83
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Validation analyses after the altitude change of TRMMShimizu, Shuji / Takahashi, Nobuhiro / Iguchi, Toshio / Awaka, Jun / Kozu, Toshiaki / Meneghini, Robert / Okamoto, Ken'ichi et al. | 2003
- 92
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Development and structure of an oceanic squall line system during the South China Sea monsoon experimentWang, Jian-Jian et al. | 2003
- 92
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Development and structure of an oceanic squall line system during the South China Sea monsoon experiment [4894-40]Wang, J.-J. / SPIE et al. | 2003
- 104
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Global climate monitoring with the advanced microwave scanning radiometer (AMSR and AMSR-E)Lobl, Elena S. / Spencer, Roy W. / Shibata, Akira / Imaoka, Keiji / Sasaki, Masayuki / Kachi, Misako et al. | 2003
- 104
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Global climate monitoring with the advanced microwave scanning radiometer (AMSR and AMSR-E) (Invited Paper) [4894-06]Lobl, E. S. / Spencer, R. W. / Shibata, A. / Imaoka, K. / Sasaki, M. / Kachi, M. / SPIE et al. | 2003
- 118
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Cloud profiling radar for EarthCARE mission [4894-09]Kumagai, H. / Kuroiwa, H. / Kobayashi, S. / Orikasa, T. / SPIE et al. | 2003
- 118
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Cloud profiling radar for EarthCARE missionKumagai, Hiroshi / Kuroiwa, Hiroshi / Kobayashi, Satoru / Orikasa, Teruaki et al. | 2003
- 126
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Frequency protection for passive remote sensing of the EarthRochard, Guy et al. | 2003
- 126
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Frequency protection for passive remote sensing of the Earth [4894-10]Rochard, G. / SPIE et al. | 2003
- 132
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Development of a cloud profiling FM-CW radar at 95 GHz and its preliminary resultsTakano, Toshiaki / Suga, Yumiro / Takei, Kentaro / Kawamura, Youhei / Sakai, Kurt / Kumagai, Hiroshi / Takamura, Tamio / Nakanishi, Yuji / Nakajima, Teruyuki et al. | 2003
- 132
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Development of a cloud profiling FM-CW radar at 95 GHz and its preliminary results [4894-43]Takano, T. / Suga, Y. / Takei, K. / Kawamura, Y. / Sakai, K. / Kumagai, H. / Takamura, T. / Nakanishi, Y. / Nakajima, T. / SPIE et al. | 2003
- 140
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Model investigation of the effect of vegetation on passive microwave soil moisture retrievalZhang, Zhongjun / Sun, Guoqing et al. | 2003
- 140
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Model investigation of the effect of vegetation on passive microwave soil moisture retrieval [4894-44]Zhang, Z. / Sun, G. / SPIE et al. | 2003
- 150
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Results from AMSR-E and Version 6 TMI microwave land rainfall estimation algorithms [4894-45]McCollum, J. R. / Ferraro, R. R. / SPIE et al. | 2003
- 150
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Results from AMSR-E and Version 6 TMI microwave land rainfall estimation algorithmsMcCollum, Jeffrey R. / Ferraro, Ralph R. et al. | 2003
- 162
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Global precipitation mission: microwave rainfall retrievals and error models [4894-46]Kummerow, C. D. / Shin, D.-B. / SPIE et al. | 2003
- 162
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Global precipitation mission: microwave rainfall retrievals and error modelsKummerow, Christian D. / Shin, Dong-Bin et al. | 2003
- 170
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Airborne multifunction microwave remote sensing system [4894-13]Zhang, D. / Jiang, J. / Zheng, Z. / Wang, S. / Liu, H. / Sun, B. / Xu, K. / Zhang, S. / SPIE et al. | 2003
- 170
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Airborne multifunction microwave remote sensing systemZhang, Dehai / Jiang, Jingshan / Zheng, Zhenfan / Wang, Shuanrong / Liu, Heguang / Sun, Bo / Xu, Ke / Zhang, Shengwei et al. | 2003
- 178
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Next generation of spaceborne rain radars: science rationales and technology statusIm, Eastwood / Durden, Stephen L. / Kakar, Ramesh K. / Kummerow, Christian D. / Smith, Eric A. et al. | 2003
- 178
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Next generation of spaceborne rain radars: science rationales and technology status [4894-14]Im, E. / Durden, S. L. / Kakar, R. K. / Kummerow, C. D. / Smith, E. A. / SPIE et al. | 2003
- 190
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Design and preliminary experiment of China imaging altimeter [4894-15]Zhang, Y. / Jiang, J. / Zhang, X. / Xu, K. / Yan, J. / Jiang, C. / Lei, L. / SPIE et al. | 2003
- 190
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Design and preliminary experiment of China imaging altimeterZhang, Yunhua / Jiang, Jingshan / Zhang, Xiangkun / Xu, Ke / Yan, Jingye / Jiang, Changhong / Lei, Liqing et al. | 2003
- 199
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Schematic design of integrative return signal simulator of satellite altimeter and scatterometer [4894-48]Zhang, X. / Guo, W. / SPIE et al. | 2003
- 199
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Schematic design of integrative return signal simulator of satellite altimeter and scatterometerZhang, Xiaohui / Guo, Wei et al. | 2003
- 206
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QuikSCAT geophysical model function and winds for tropical cyclones [4894-49]Yueh, S. H. / Stiles, B. W. / Liu, W. T. / SPIE et al. | 2003
- 206
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QuikSCAT geophysical model function and winds for tropical cyclonesYueh, Simon H. / Stiles, Bryan W. / Liu, W. Timothy et al. | 2003
- 218
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DFT-based spectral moments estimators for spaceborne Doppler precipitation radarsTanelli, Simone / Im, Eastwood / Facheris, Luca / Smith, Eric A. et al. | 2003
- 218
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DFT-based spectral moments estimators for spaceborne Doppler precipitation radars [4894-50]Tanelli, S. / Im, E. / Facheris, L. / Smith, E. A. / SPIE et al. | 2003
- 230
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Spaceborne rainfall Doppler radar measurements: correction of errors induced by pointing uncertaintiesIm, Eastwood / Tanelli, Simone / Mascelloni, Roberto / Facheris, Luca et al. | 2003
- 230
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Spaceborne rainfall Doppler radar measurements: correction of errors induced by pointing uncertainties [4894-52]Im, E. / Tanelli, S. / Mascelloni, R. / Facheris, L. / SPIE et al. | 2003
- 240
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Receiver designing of the x-band high-spatial-resolution radiometerLu, Jie / Ban, Souzheng / Wu, Ji / Jiang, Jingshan et al. | 2003
- 240
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Receiver designing for the x-band high-spatial-resolution radiometer [4894-53]Lu, J. / Ban, S. / Wu, J. / Jiang, J. / SPIE et al. | 2003
- 251
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New method to implement IF simulation for ocean radar altimeter [4894-54]Xu, K. / Liu, H. / SPIE et al. | 2003
- 251
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New method to implement IF simulation for ocean radar altimeterXu, Ke / Liu, Heguang et al. | 2003
- 260
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Analysis and correction of effects on complex correlations from mutual coupling and imbalance between channels [4894-56]Zhang, S. / Dong, X. / Wu, J. / Jiang, J. / SPIE et al. | 2003
- 260
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Analysis and correction of effects on complex correlations from mutual coupling and imbalance between channelsZhang, Shengwei / Dong, Xiaolong / Wu, Ji / Jiang, JingShang et al. | 2003
- 268
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Parameterized surface reflectivity model for L-band radiometerShi, Jiancheng / Chen, Kun S. / Li, Q. / Tsang, Leung et al. | 2003
- 268
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Parameterized surface reflectivity model for L-band radiometer [4894-57]Shi, J. / Chen, K. S. / Li, Q. / Tsang, L. / SPIE et al. | 2003
- 278
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Ten-year (1993-2002) time-series of microwave land emissivityYan, Banghua / Weng, Fuzhong et al. | 2003
- 278
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Ten-year (1993-2002) time-series of microwave land emissivity [4894-58]Yan, B. / Weng, F. / SPIE et al. | 2003
- 287
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Thermodynamic and wind profiling for high-resolution dispersion, precipitation, and fog forecasting (Invited Paper) [4894-16]Ware, R. H. / Solheim, F. S. / Vandenberghe, F. / SPIE et al. | 2003
- 287
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Thermodynamic and wind profiling for high-resolution dispersion, precipitation, and fog forecastingWare, Randolph H. / Solheim, Fredrick S. / Vandenberghe, Francois et al. | 2003
- 293
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Recent developments in the use of Doppler radar profilers for the remote sensing of precipitating clouds (Invited Paper) [4894-17]Gage, K. S. / Williams, C. R. / SPIE et al. | 2003
- 293
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Recent developments in the use of Doppler radar profilers for the remote sensing of precipitating cloudsGage, Kenneth S. / Williams, Christopher R. et al. | 2003
- 306
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Constellation observing system for meterology, ionosphere, and climate (COSMIC) [4894-18]Anthes, R. A. / Kuo, Y.-H. / Rocken, C. / SPIE et al. | 2003
- 306
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Constellation observing system for meterology, ionosphere, and climate (COSMIC)Anthes, Richard A. / Kuo, Bill Y. / Rocken, Christian et al. | 2003
- 318
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Application of microwave refractometer to flux profile relationships research [4894-61]Liu, C. / Huang, J. / Jiang, C. / SPIE et al. | 2003
- 318
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Application of microwave refractometer to flux profile relationships researchLiu, Chengguo / Huang, Jiying / Jiang, Changyin et al. | 2003
- 323
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Physically based rain estimation using polarimetric radar measurementsVivekanandan, Jothiram / Zhang, Guifu / Brandes, Edward A. et al. | 2003
- 323
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Physically based rain estimation using polarimetric radar measurements [4894-65]Vivekanandan, J. / Zhang, G. / Brandes, E. A. / SPIE et al. | 2003
- 339
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Attenuation correction algorithms for precipitating area with polydisperse small spheroid raindropsWang, Zhenhui / Guan, Li / Zhang, Peichang / Wang, Qing-an et al. | 2003
- 339
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Attenuation correction algorithms for precipitating area with polydisperse small spheroid raindrops [4894-66]Wang, Z. / Guan, L. / Zhang, P. / Wang, Q. / SPIE et al. | 2003
- 345
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Development of dual-polarization radar in an active and passive dual-wavelength (X/Ka) microwave remote sensing systemDuan, Shu / Zhang, Ling / Liu, Jinli et al. | 2003
- 345
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Development of dual-polarization radar in an active and passive dual-wavelength (X/Ka) microwave remote sensing system [4894-67]Duan, S. / Zhang, L. / Liu, J. / SPIE et al. | 2003
- 352
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NOAA profiler network and other emerging global profiler networksAckley, Margot H. / Gage, Kenneth S. et al. | 2003
- 352
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NOAA profiler network and other emerging global profiler networks [4894-68]Ackley, M. H. / Gage, K. S. / SPIE et al. | 2003
- 361
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Overview of the NASA cold land processes field experiment (CLPX-2002)Cline, Don / Elder, Kelly / Davis, Bert / Hardy, Janet / Liston, Glen E. / Imel, David / Yueh, Simon H. / Gasiewski, Albin J. / Koh, Gary / Armstrong, Richard L. et al. | 2003
- 361
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Overview of the NASA cold land processes field experiment (CLPX-2002) (Invited Paper) [4894-20]Cline, D. / Elder, K. / Davis, B. / Hardy, J. / Liston, G. E. / Imel, D. / Yueh, S. H. / Gasiewski, A. J. / Koh, G. / Armstrong, R. L. et al. | 2003
- 373
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Twenty-four year record of Northern Hemisphere snow cover derived from passive microwave remote sensing (Invited Paper) [4894-21]Armstrong, R. L. / Brodzik, M. J. / SPIE et al. | 2003
- 373
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Twenty-four year record of Northern Hemisphere snow cover derived from passive microwave remote sensingArmstrong, Richard L. / Brodzik, Mary Jo et al. | 2003
- 381
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Estimation of global snow cover using passive microwave dataChang, Alfred T. C. / Kelly, Richard E. / Foster, James L. / Hall, Dorothy K. et al. | 2003
- 381
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Estimation of global snow cover using passive microwave data (Invited Paper) [4894-22]Chang, A. T. C. / Kelly, R. E. J. / Foster, J. L. / Hall, D. K. / SPIE et al. | 2003
- 391
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Estimation of snow properties using multiparameter SARShi, Jiancheng et al. | 2003
- 391
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Estimation of snow properties using multiparameter SAR (Invited Paper) [4894-23]Shi, J. / SPIE et al. | 2003
- 405
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Estimation of snow water equivalent from passive microwave remote sensing data (SSM/I) in Tibetan Plateau [4894-24]Che, T. / Li, X. / Armstrong, R. L. / SPIE et al. | 2003
- 405
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Estimation of snow water equivalent from passive microwave remote sensing data (SSM/I) in Tibetan PlateauChe, Tao / Li, Xin / Armstrong, Richard L. et al. | 2003
- 413
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EOS aqua AMSR-E Arctic sea ice validation programCavalieri, Donald J. / Maslanik, James / Markus, Thorsten / Stroeve, Julienne C. / Sturm, Matthew / Heinrichs, J. / Kim, E. / Gasiewski, Albin J. / Comiso, Josefino C. et al. | 2003
- 413
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EOS aqua AMSR-E Arctic sea ice validation program [4894-25]Cavalieri, D. J. / Maslanik, J. / Markus, T. / Stroeve, J. C. / Sturm, M. / Heinrichs, J. / Kim, E. / Gasiewski, A. J. / Comiso, J. C. / SPIE et al. | 2003
- 425
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Terrain topographic inversion using single-pass polarimetric SAR image data [4894-71]Jin, Y.-Q. / Luo, L. / SPIE et al. | 2003
- 425
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Terrain topographic inversion using single-pass polarimetric SAR image dataJin, Ya-Qiu / Luo, Lin et al. | 2003
- 434
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Research applications and opportunities using advanced microwave scanning radiometer-Earth observing system (AMSR-E) dataMarquis, Melinda C. / Armstrong, Richard L. / Ashcroft, Peter / Brodzik, Mary Jo / Conway, Dawn / Khalsa, Siri Jodha S. / Lobl, Elena / Maslanik, James / Stroeve, Julienne / Troisi, Vince et al. | 2003
- 434
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Research applications and opportunities using advanced microwave scanning radiometer-Earth observing system (AMSR-E) data [4894-72]Marquis, M. C. / Armstrong, R. L. / Ashcroft, P. / Brodzik, M. J. / Conway, D. / Khalsa, S. J. S. / Lobl, E. / Maslanik, J. / Stroeve, J. / Troisi, V. et al. | 2003
- 446
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A review of snow cover and snowmelt runoff simulation using remote sensing data sets in China [4894-75]Wang, J. / Wang, L. / SPIE et al. | 2003
- 446
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A review on snow cover and snowmelt runoff simulation using remote sensing data sets in ChinaWang, Jian / Wang, Lihong et al. | 2003
- 456
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Operational snow monitoring on the Tibetan plateau by using SSM/I data and algorithm validationGao, Feng / Li, Xin / Armstrong, R. L. / Wang, Jiemin / Che, Tao / Xu, Weixin et al. | 2003
- 456
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Operational snow monitoring on the Tibetan plateau by using SSM/I data and algorithm validation [4894-77]Gao, F. / Li, X. / Armstrong, R. L. / Wang, J. / Che, T. / Xu, W. / SPIE et al. | 2003
- 464
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System and performance analysis for dual-frequency multipolarization SAR (Invited Paper) [4894-27]Yang, R. / Dai, B. / Lei, H. / SPIE et al. | 2003
- 464
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System and performance analysis for dual-frequency multipolarization SARYang, Ruliang / Dai, Bowei / Lei, Hong et al. | 2003
- 479
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Simulation on grazing backscattering properties of vegetationZhang, Min / Song, Yuexia / Wu, Zhensen / Ma, Anying et al. | 2003
- 479
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Simulation on grazing backscattering properties of vegetation [4894-28]Zhang, M. / Song, Y. / Wu, Z. / Ma, A. / SPIE et al. | 2003
- 487
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Target decomposition analysis of SIR-C data to infer surface conditions [4894-29]Fujita, M. / Nakamura, S. / SPIE et al. | 2003
- 487
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Target decomposition analysis of SIR-C data to infer surface conditionsFujita, Masaharu / Nakamura, Sota et al. | 2003
- 495
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Polarimetric scattering indexes and information entropy of SAR imagery for surface monitoringJin, Yaqiu / Chen, Fei et al. | 2003
- 495
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Polarimetric scattering indexes and information entropy of SAR imagery for surface monitoring [4894-30]Jin, Y.-Q. / Chen, F. / SPIE et al. | 2003
- 503
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Robust OCOG algorithm analysis and applicationWang, Zhisen / Jiang, JingShang / Zhang, Yunhua et al. | 2003
- 503
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Robust OCOG algorithm analysis and application [4894-79]Wang, Z. / Jiang, J. / Zhang, Y. / SPIE et al. | 2003
- 507
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Multiparameter synthetic aperture radar (SAR) remote sensing studies of complicated oceanic objects [4894-80]Zhou, C. / Huang, W. / Yang, J. / Fu, B. / Zhang, H. / Li, D. / Shi, A. / Xiao, Q. / Lou, X. / SPIE et al. | 2003
- 507
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Multiparameter synthetic aperture radar (SAR) remote sensing studies of complicated oceanic objectsZhou, Changbao / Huang, Weigen / Yang, Jingsong / Fu, Bin / Zhang, Huaguo / Li, Donglin / Shi, Aiqin / Xiao, Qinmei / Lou, Xiulin et al. | 2003
- 513
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Design of return signal simulator for SAR ground-based test and calibrationGuo, Wei / Zhang, Xiaohui / Liu, He-guang et al. | 2003
- 513
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Design of return signal simulator for SAR ground-based test and calibration [4894-81]Guo, W. / Zhang, X. / Liu, H. / SPIE et al. | 2003
- 518
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New method for preprocessing in airborne SAR system [4894-82]Li, S. / Su, H. / Li, F. / Long, T. / SPIE et al. | 2003
- 518
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New method for preprocessing in airborne SAR systemLi, Shu / Su, Hongyu / Li, Fanghui / Long, Teng et al. | 2003
- 526
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High-resolution real-time imaging processor for airborne SAR [4894-83]Yu, W. / Wu, S. / SPIE et al. | 2003
- 526
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High-resolution real-time imaging processor for airborne SARYu, Weidong / Wu, Shumei et al. | 2003
- 531
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PRF selection for synthetic aperture radar in ellipse orbitWang, Rui / Yang, Ruliang et al. | 2003
- 531
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PRF selection for synthetic aperture radar in ellipse orbit [4894-84]Wang, R. / Yang, R. / SPIE et al. | 2003