1,077
Views
45
CrossRef citations to date
0
Altmetric
Original Articles

Landfast sea ice monitoring using multisensor fusion in the Antarctic

, , , , , & show all
Pages 239-256 | Received 26 May 2014, Accepted 28 Feb 2015, Published online: 31 Mar 2015

References

  • Breiman, L. 2001. “Decision-Tree Forests.” Machine Learning 45 (1): 5–32. doi:10.1023/A:1010933404324.
  • Cavalieri, D. J. 1991. “Aircraft Active and Passive Microwave Validation of Sea Ice Concentration From the Defense Meteorological Satellite Program Special Sensor Microwave Imager.” Journal of Geophysical Research: Oceans (1978–2012) 96 (C12): 21989–22008. doi:10.1029/91JC02335.
  • Cavalieri, D. J., T. Markus, and J. C. Comiso. 2014. AMSR-E/Aqua Daily L3 12.5 km Brightness Temperature, Sea Ice Concentration, & Snow Depth Polar Grids. Version 3. 2003–2008. Boulder, CO: NASA DAAC at the National Snow and Ice Data Center. doi:10.5067/AMSR-E/AE_SI12.003.
  • Comiso, J. C., D. J. Cavalieri, and T. Markus. 2003. “Sea Ice Concentration, Ice Temperature, and Snow Depth Using AMSR-E Data.” IEEE Transactions on Geoscience and Remote Sensing 41 (2): 243–252. doi:10.1109/TGRS.2002.808317.
  • Comiso, J. C., D. J. Cavalieri, C. L. Parkinson, and P. Gloersen. 1997. “Passive Microwave Algorithms for Sea Ice Concentration: A Comparison of Two Techniques.” Remote Sensing of Environment 60 (3): 357–384. doi:10.1016/S0034-4257(96)00220-9.
  • Fedotov, V. I., N. V. Cherepanov, and K. P. Tyshko. 1998. “Some Features of the Growth, Structure and Metamorphism of East Antarctic Landfast Sea Ice.” In Antarctic Sea Ice: Physical Processes, Interactions and Variability, edited by M. O. Jeffries. Washington, DC: American Geophysical Union. doi:10.1029/AR074p0343.
  • Fowler, C., W. Emery, and M. Tschudi. 2013. Polar Pathfinder Daily 25 km EASE-Grid Sea Ice Motion Vectors. Version 2. 2003–2008. Boulder, CO: National Snow and Ice Data Center.
  • Fraser, A. D. 2011. “East Antarctic Landfast Sea-ice Distribution and Variability.” PhD thesis, University of Tasmania.
  • Fraser, A. D., R. A. Massom, and K. J. Michael. 2009. “A Method for Compositing Polar MODIS Satellite Images to Remove Cloud Cover for Landfast Sea-Ice Detection.” IEEE Transactions on Geoscience and Remote Sensing 47 (9): 3272–3282. doi:10.1109/TGRS.2009.2019726.
  • Fraser, A. D., R. A. Massom, and K. J. Michael. 2010. “Generation of High-Resolution East Antarctic Landfast Sea-Ice Maps from Cloud-Free MODIS Satellite Composite Imagery.” Remote Sensing of Environment 114 (12): 2888–2896. doi:10.1016/j.rse.2010.07.006.
  • Fraser, A. D., R. A. Massom, K. J. Michael, B. K. Galton-Fenzi, and J. L. Lieser. 2012. “East Antarctic Landfast Sea Ice Distribution and Variability, 2000–08.” Journal of Climate 25 (4): 1137–1156. doi:10.1175/JCLI-D-10-05032.1.
  • Ghimire, B., J. Rogan, V. R. Galiano, P. Panday, and N. Neeti. 2012. “An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA.” GIScience & Remote Sensing 49 (5): 623–643. doi:10.2747/1548-1603.49.5.623.
  • Giles, A. B., R. A. Massom, and V. I. Lytle. 2008. “Fast‐Ice Distribution in East Antarctica during 1997 and 1999 Determined Using RADARSAT Data.” Journal of Geophysical Research: Oceans (1978–2012) 113 (C2). doi:10.1029/2007JC004139.
  • Hall, D. K., J. R. Key, K. A. Casey, G. A. Riggs, and D. J. Cavalieri. 2004. “Sea Ice Surface Temperature Product from MODIS.” IEEE Transactions on Geoscience and Remote Sensing 42 (5): 1076–1087. doi:10.1109/TGRS.2004.825587.
  • Hall, D. K., G. A. Riggs, V. V. Salomonson, J. S. Barton, K. Casey, J. Y. L. Chien, N. E. DiGirolamo, A. G. Klein, H. W. Powell, and A. B. Tait. 2001. “Algorithm Theoretical Basis Document (ATBD) for the MODIS Snow and Sea Ice-Mapping Algorithms.” http://modis.gsfc.nasa.gov/data/atbd/atbd_mod10.pdf.
  • Hall, D. K., V. V. Salomonson, and G. A. Riggs. 2006. MODIS/Aqua Sea Ice Extent and IST Daily L3 Global 4km EASE-Grid Day. Version 5. 2003–2008. Boulder, CO: National Snow and Ice Data Center.
  • Heil, P. 2006. “Atmospheric Conditions and Fast Ice at Davis, East Antarctica: A Case Study.” Journal of Geophysical Research: Oceans (1978–2012) 111 (C5). doi:10.1029/2005JC002904.
  • Heil, P., and I. Allison. 1999. “The Pattern and Variability of Antarctic Sea‐Ice Drift in the Indian Ocean and Western Pacific Sectors.” Journal of Geophysical Research: Oceans (1978–2012) 104 (C7): 15789–15802. doi:10.1029/1999JC900076.
  • Heil, P., I. Allison, and V. I. Lytle. 1996. “Seasonal and Interannual Variations of the Oceanic Heat Flux under a Landfast Antarctic Sea Ice Cover.” Journal of Geophysical Research-Oceans 101 (C11): 25741–25752. doi:10.1029/96JC01921.
  • Heil, P., S. Gerland, and M. A. Granskog. 2011. “An Antarctic Monitoring Initiative for Fast Ice and Comparison with the Arctic.” The Cryosphere Discussions 5 (5): 2437–2463. doi:10.5194/tcd-5-2437-2011.
  • Jensen, J. R. 2005. Introductory Digital Image Processing: A Remote Sensing Perspective. 3rd ed. Upper Saddle River, NJ: Prentice-Hall.
  • Kim, Y. H., J. H. Im, H. K. Ha, J. K. Choi, and S. H. Ha. 2014. “Machine Learning Approaches to Coastal Water Quality Monitoring Using GOCI Satellite Data.” GIScience & Remote Sensing 51 (2): 158–174. doi:10.1080/15481603.2014.900983.
  • Lei, R., Z. Li, B. Cheng, Z. Zhang, and P. Heil. 2010. “Annual Cycle of Landfast Sea Ice in Prydz Bay, East Antarctica.” Journal of Geophysical Research: Oceans 115 (C2): C02006. doi:10.1029/2008JC005223.
  • Li, M., J. H. Im, and C. Beier. 2013. “Machine Learning Approaches for Forest Classification and Change Analysis Using Multi-Temporal Landsat TM Images over Huntington Wildlife Forest.” GIScience & Remote Sensing 50 (4): 361–384.
  • Long, J. A., R. L. Lawrence, M. C. Greenwood, L. Marshall, and P. P. Miller. 2013. “Object-Oriented Crop Classification Using Multitemporal ETM+ SLC-Off Imagery and Random Forest.” GIScience & Remote Sensing 50 (4): 418–436.
  • Mahoney, A., H. Eicken, A. G. Gaylord, and L. Shapiro. 2007. “Alaska Landfast Sea Ice: Links with Bathymetry and Atmospheric Circulation.” Journal of Geophysical Research: Oceans 112 (C2): C02001. doi:10.1029/2006JC003559.
  • Mahoney, A., H. Eicken, and L. Shapiro. 2007. “How Fast Is Landfast Sea Ice? A Study of the Attachment and Detachment of Nearshore Ice at Barrow, Alaska.” Cold Regions Science and Technology 47 (3): 233–255. doi:10.1016/j.coldregions.2006.09.005.
  • Mahoney, A., H. Eicken, L. Shapiro, and A. Graves. 2006. “Defining and Locating the Seaward Landfast Ice Edge in Northern Alaska.” 18th International Conference on Port and Ocean Engineering under Arctic Conditions (POAC’05), Potsdam, NY, June 26–30, 2005.
  • Markus, T., and D. J. Cavalieri. 2000. “An Enhancement of the NASA Team Sea Ice Algorithm.” IEEE Transactions on Geoscience and Remote Sensing 38 (3): 1387–1398. doi:10.1109/36.843033.
  • Maslanik, J. 1992. “Effects of Weather on the Retrieval of Sea Ice Concentration and Ice Type from Passive Microwave Data.” International Journal of Remote Sensing 13 (1): 37–54. doi:10.1080/01431169208904024.
  • Maslanik, J., and J. Key. 1993. “Comparison and Integration of Ice-Pack Temperatures Derived Front A VHRR and Passive Nticrowave Intagery.” Annals of Glaciology 17: 372–378.
  • Massom, R. A., A. B. Giles, H. A. Fricker, R. C. Warner, B. Legrésy, G. Hyland, N. Young, and A. D. Fraser. 2010. “Examining the Interaction between Multi-Year Landfast Sea Ice and the Mertz Glacier Tongue, East Antarctica: Another Factor in Ice Sheet Stability?” Journal of Geophysical Research 115 (C12): C12027. doi:10.1029/2009JC006083.
  • Massom, R. A., K. Hill, C. Barbraud, N. D. Adams, A. Ancel, L. Emmerson, and M. J. Pook. 2009. “Fast Ice Distribution in Adélie Land, East Antarctica: Interannual Variability and Implications for Emperor Penguins Aptenodytes Forsteri.” Marine Ecology Progress Series 374 (January): 243–257. doi:10.3354/meps07734.
  • Maxwell, A. E., M. P. Strager, T. A. Warner, N. P. Zégre, and C. B. Yuill. 2014. “Comparison of NAIP Orthophotography and RapidEye Satellite Imagery for Mapping of Mining and Mine Reclamation.” GIScience & Remote Sensing 51 (3): 301–320.
  • Meyer, F. J., A. R. Mahoney, H. Eicken, C. L. Denny, H. C. Druckenmiller, and S. Hendricks. 2011. “Mapping Arctic Landfast Ice Extent Using L-Band Synthetic Aperture Radar Interferometry.” Remote Sensing of Environment 115 (12): 3029–3043. doi:10.1016/j.rse.2011.06.006.
  • Quinlan, R. 2013. “See5.0: An Informal Tutorial.” Accessed May 26, 2014. http://www.rulequest.com
  • Rhee, J. Y., S. Y. Park, and Z. Lu. 2014. “Relationship between Land Cover Patterns and Surface Temperature in Urban Areas.” GIScience & Remote Sensing 51 (5): 521–536. doi:10.1080/15481603.2014.964455.
  • Spreen, G., L. Kaleschke, and G. Heygster. 2008. “Sea Ice Remote Sensing Using AMSR‐E 89‐Ghz Channels.” Journal of Geophysical Research: Oceans (1978–2012) 113 (C2). doi:10.1029/2005JC003384.
  • Tamura, T., K. I. Ohshima, T. Markus, D. J. Cavalieri, S. Nihashi, and N. Hirasawa. 2007. “Estimation of Thin Ice Thickness and Detection of Fast Ice from SSM/I Data in the Antarctic Ocean.” Journal of Atmospheric and Oceanic Technology 24 (10): 1757–1772. doi:10.1175/JTECH2113.1.
  • Tang, S., D. Qin, J. Ren, J. Kang, and Z. Li. 2007. “Structure, Salinity and Isotopic Composition of Multi-Year Landfast Sea Ice in Nella Fjord, Antarctica.” Cold Regions Science and Technology 49 (2): 170–177. doi:10.1016/j.coldregions.2007.03.005.
  • Ushio, S. 2006. “Factors Affecting Fast-Ice Break-Up Frequency in Lützow-Holm Bay, Antarctica.” Annals of Glaciology 44 (1): 177–182. doi:10.3189/172756406781811835.
  • Worby, A. P., C. A. Geiger, M. J. Paget, M. L. V. Woert, S. F. Ackley, and T. L. DeLiberty. 2008. “Thickness Distribution of Antarctic Sea Ice.” Journal of Geophysical Research: Oceans (1978–2012) 113 (C5). doi:10.1029/2007JC004254.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.