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Original Articles

Investigation of C- and X-band backscattering signatures of Baltic Sea ice

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Pages 2061-2086 | Received 08 May 2001, Accepted 18 Aug 2003, Published online: 07 Jun 2010

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Marjan Marbouti, Oleg Antropov, Jaan Praks, Patrick B. Eriksson, Vahid Arabzadeh, Eero Rinne & Matti Leppäranta. (2021) TanDEM-X multiparametric data features in sea ice classification over the Baltic sea. Geo-spatial Information Science 24:2, pages 313-332.
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Hyangsun Han, Jae-In Kim, Chang-Uk Hyun, Seung Hee Kim, Jeong-Won Park, Young-Joo Kwon, Sungjae Lee, Sanggyun Lee & Hyun-Cheol Kim. (2020) Surface roughness signatures of summer arctic snow-covered sea ice in X-band dual-polarimetric SAR. GIScience & Remote Sensing 57:5, pages 650-669.
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Hyangsun Han, Sang-Hoon Hong, Hyun-cheol Kim, Tae-Byeong Chae & Hae-Jin Choi. (2017) A study of the feasibility of using KOMPSAT-5 SAR data to map sea ice in the Chukchi Sea in late summer. Remote Sensing Letters 8:5, pages 468-477.
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Mosharraf Hossain, John Yackel, Mohammed Dabboor & M. Chris Fuller. (2014) Application of a three-component scattering model over snow-covered first-year sea ice using polarimetric C-band SAR data. International Journal of Remote Sensing 35:5, pages 1786-1803.
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Jagvijay P.S. Gill & John J. Yackel. (2012) Evaluation of C-band SAR polarimetric parameters for discrimination of first-year sea ice types. Canadian Journal of Remote Sensing 38:3, pages 306-323.
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Leif E.B. Eriksson, Karin Borenäs, Wolfgang Dierking, Anders Berg, Maurizio Santoro, Per Pemberton, Henrik Lindh & Bengt Karlson. (2010) Evaluation of new spaceborne SAR sensors for sea-ice monitoring in the Baltic Sea. Canadian Journal of Remote Sensing 36:sup1, pages S56-S73.
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. (2010) Full Issue in PDF / Numéro complet enform PDF. Canadian Journal of Remote Sensing 36:sup1, pages ii-S210.
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T Geldsetzer & J J Yackel. (2009) Sea ice type and open water discrimination using dual co-polarized C-band SAR. Canadian Journal of Remote Sensing 35:1, pages 73-84.
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. (2009) Full Issue in PDF / Numéro complet enform PDF. Canadian Journal of Remote Sensing 35:1, pages ii-97.
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Articles from other publishers (34)

Mohammed Shokr & Nirmal K. Sinha. 2023. Sea Ice. Sea Ice 283 347 .
Wenkai Guo, Polona Itkin, Suman Singha, Anthony P. Doulgeris, Malin Johansson & Gunnar Spreen. (2023) Sea ice classification of TerraSAR-X ScanSAR images for the MOSAiC expedition incorporating per-class incidence angle dependency of image texture. The Cryosphere 17:3, pages 1279-1297.
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Mohammed Shokr & Mohammed Dabboor. (2023) Polarimetric SAR Applications of Sea Ice: A Review. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 6627-6641.
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Mikko Lensu & Markku Similä. (2022) Ice ridge density signatures in high-resolution SAR images. The Cryosphere 16:10, pages 4363-4377.
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Mingzhe Jiang, David A. Clausi & Linlin Xu. (2022) Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 7964-7977.
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Suman Singha, A. Malin Johansson & Anthony P. Doulgeris. (2021) Robustness of SAR Sea Ice Type Classification Across Incidence Angles and Seasons at L-Band. IEEE Transactions on Geoscience and Remote Sensing 59:12, pages 9941-9952.
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Fernando Luis Hillebrand, Ikaro Daniel de Carvalho Barreto, Ulisses Franz Bremer, Jorge Arigony-Neto, Cláudio Wilson Mendes Júnior, Jefferson Cardia Simões, Cristiano Niederauer da Rosa & Janisson Batista de Jesus. (2021) Application of textural analysis to map the sea ice concentration with sentinel 1A in the western region of the Antarctic Peninsula. Polar Science 29, pages 100719.
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Mallik S. Mahmud, Torsten Geldsetzer, Stephen E. L. Howell, John J. Yackel, Vishnu Nandan & Randall K. Scharien. (2018) Incidence Angle Dependence of HH-Polarized C- and L-Band Wintertime Backscatter Over Arctic Sea Ice. IEEE Transactions on Geoscience and Remote Sensing 56:11, pages 6686-6698.
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Markku Similä & Mikko Lensu. (2018) Estimating the Speed of Ice-Going Ships by Integrating SAR Imagery and Ship Data from an Automatic Identification System. Remote Sensing 10:7, pages 1132.
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Marjan Marbouti, Oleg Antropov, Patrick Eriksson, Jaan Praks, Vahid Arabzadeh, Eero Rinne & Matti Leppdar Nta. (2018) Automated SEA ICE Classification Over the Baltic SEA using Multiparametric Features of Tandem-X Insar Images. Automated SEA ICE Classification Over the Baltic SEA using Multiparametric Features of Tandem-X Insar Images.
Hyangsun Han & Hyun-cheol Kim. (2018) Evaluation of summer passive microwave sea ice concentrations in the Chukchi Sea based on KOMPSAT-5 SAR and numerical weather prediction data. Remote Sensing of Environment 209, pages 343-362.
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Alexandru Gegiuc, Markku Similä, Juha Karvonen, Mikko Lensu, Marko Mäkynen & Jouni Vainio. (2018) Estimation of degree of sea ice ridging based on dual-polarized C-band SAR data. The Cryosphere 12:1, pages 343-364.
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Marko Makynen & Juha Karvonen. (2017) Incidence Angle Dependence of First-Year Sea Ice Backscattering Coefficient in Sentinel-1 SAR Imagery Over the Kara Sea. IEEE Transactions on Geoscience and Remote Sensing 55:11, pages 6170-6181.
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Ane S. Fors, Camilla Brekke, Anthony P. Doulgeris, Torbjørn Eltoft, Angelika H. H. Renner & Sebastian Gerland. (2016) Late-summer sea ice segmentation with multi-polarisation SAR features in C and X band. The Cryosphere 10:1, pages 401-415.
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Jagvijay P.S. Gill, John J. Yackel, Torsten Geldsetzer & M. Christopher Fuller. (2015) Sensitivity of C-band synthetic aperture radar polarimetric parameters to snow thickness over landfast smooth first-year sea ice. Remote Sensing of Environment 166, pages 34-49.
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Mohammed Shokr & Nirmal Sinha. 2015. Sea Ice. Sea Ice 507 534 .
M. Christopher Fuller, Torsten Geldsetzer, Jagvijay P. S. Gill, John J. Yackel & Chris Derksen. (2014) C‐band backscatter from a complexly‐layered snow cover on first‐year sea ice. Hydrological Processes 28:16, pages 4614-4625.
Crossref
J. Karvonen, B. Cheng, T. Vihma, M. Arkett & T. Carrieres. (2012) A method for sea ice thickness and concentration analysis based on SAR data and a thermodynamic model. The Cryosphere 6:6, pages 1507-1526.
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A. Berg & L. E. B. Eriksson. (2012) SAR Algorithm for Sea Ice Concentration—Evaluation for the Baltic Sea. IEEE Geoscience and Remote Sensing Letters 9:5, pages 938-942.
Crossref
Wolfgang Dierking & Leif Toudal Pedersen. (2012) Monitoring sea ice using Envisat ASAR — A new era starting 10 years ago. Monitoring sea ice using Envisat ASAR — A new era starting 10 years ago.
M. Similä, M. Mäkynen & I. Heiler. (2010) Comparison between C band synthetic aperture radar and 3‐D laser scanner statistics for the Baltic Sea ice. Journal of Geophysical Research: Oceans 115:C10.
Crossref
D. Isleifson, A. Langlois, D.G. Barber & L. Shafai. (2009) C-Band Scatterometer Measurements of Multiyear Sea Ice Before Fall Freeze-Up in the Canadian Arctic. IEEE Transactions on Geoscience and Remote Sensing 47:6, pages 1651-1661.
Crossref
A. Langlois, R. Scharien, T. Geldsetzer, J. Iacozza, D.G. Barber & J. Yackel. (2008) Estimation of snow water equivalent over first-year sea ice using AMSR-E and surface observations. Remote Sensing of Environment 112:9, pages 3656-3667.
Crossref
W. Dierking & J. Dall. (2008) Sea Ice Deformation State From Synthetic Aperture Radar Imagery—Part II: Effects of Spatial Resolution and Noise Level. IEEE Transactions on Geoscience and Remote Sensing 46:8, pages 2197-2207.
Crossref
J. Askne & W. Dierking. 2008. Remote Sensing of the European Seas. Remote Sensing of the European Seas 383 398 .
T. Geldsetzer, J.B. Mead, J.J. Yackel, R.K. Scharien & S.E.L. Howell. (2007) Surface-Based Polarimetric C-Band Scatterometer for Field Measurements of Sea Ice. IEEE Transactions on Geoscience and Remote Sensing 45:11, pages 3405-3416.
Crossref
M.P. Makynen, M.H. Simila, A.T. Manninen, M.T. Hallikainen & J.A. Karvonen. (2006) Dependence between standard deviation and measurement length for C-band backscattering signatures of the Baltic Sea ice. IEEE Transactions on Geoscience and Remote Sensing 44:10, pages 2890-2898.
Crossref
M. Simila, J. Karvonen, C. Haas & M. Hallikainen. (2006) C-Band SAR Based Estimation of Baltic Sea Ice Thickness Distributions. C-Band SAR Based Estimation of Baltic Sea Ice Thickness Distributions.
. 2006. Polar Remote Sensing. Polar Remote Sensing 309 728 .
J.A. Karvonen. (2004) Baltic Sea ice SAR segmentation and classification using modified pulse-coupled neural networks. IEEE Transactions on Geoscience and Remote Sensing 42:7, pages 1566-1574.
Crossref
Terhikki Manninen Marko Makynen. (2004) Dependence between spatial statistics and distance for C-band backscattering signatures of the Baltic Sea ice. Dependence between spatial statistics and distance for C-band backscattering signatures of the Baltic Sea ice.
J. Karvonen, M. Simila, J. Haapala, C. Haas & M. Makynen. (2004) Comparison of SAR data and operational sea ice products to EM ice thickness measurements in the Baltic sea. Comparison of SAR data and operational sea ice products to EM ice thickness measurements in the Baltic sea.
M. Simila, E. Arjas, M. Makynen & M.T. Hallikainen. (2001) A Bayesian classification model for sea ice roughness from scatterometer data. IEEE Transactions on Geoscience and Remote Sensing 39:7, pages 1586-1595.
Crossref
J. Karvonen. (2000) A simplified pulse-coupled neural network based sea-ice classifier with graphical interactive training. A simplified pulse-coupled neural network based sea-ice classifier with graphical interactive training.

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