Sea-ice monitoring over the caspian sea using geostationary satellite data

International Journal of Remote Sensing

Volumn 32, Issue 6, 2011, Pages 1575-1593

  Temimi, Marouane ^a   Romanov, Peter ^b   Ghedira, Hosni ^a   Khanbilvardi, Reza ^a   Smith, Kim ^a  

^a CITY UNIVERSITY OF NEW YORK   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE SENSORS; MAPPING; RADIOMETERS; SATELLITE IMAGERY; SEA ICE; SNOW; WEATHER SATELLITES;

ADAPTIVE THRESHOLD VALUES; CLOUD DETECTION ALGORITHMS; CORRELATION COEFFICIENT; GEOSTATIONARY OPERATIONAL ENVIRONMENTAL SATELLITE R; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; NATIONAL OCEANIC ATMOSPHERIC ADMINISTRATIONS; NETWORK-BASED APPROACH; SATELLITE GEOMETRY;

GEOSTATIONARY SATELLITES;

ALGORITHM; ARTIFICIAL NEURAL NETWORK; GEOSTATIONARY SATELLITE; GOES; MODIS; NOAA SATELLITE; SATELLITE DATA; SEA ICE;

CASPIAN SEA;

EID: 79953212217     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160903578820     Document Type: Article

References (28)

1. Caspian Environment Programme, 2008, Home page.Available online at: http://www.caspianenvironment. org (last accessed 12 January 2008). (Republic of Kazakhstan: CaspEco Project Management and Coordination Unit).
2. Cavalieri, D.J., Parkinson, C.L., Gloersen, P., Comiso, J.C. and Zwally, H.J., 1999, Deriving long-term time series of sea ice cover from satellite passive-microwave multisensor data sets. Journal of Geophysical Research - Oceans, 104, pp. 15803-15814.
3. Comiso, J.C., Cavalieri, D.J. and Markus, T., 2003, Sea ice concentration, ice temperature, and snow depth using AMSR-E data. IEEE Transactions on Geoscience and Remote Sensing, 41, pp. 243-252.
4. Comiso, J.C. and Steffen, K., 2001, Studies of Antarctic sea ice concentration from satellite data and their applications. Journal of Geophysical Research, 106, pp. 31361-31385.
5. Drue, C. and Heinemann, G., 2005, Accuracy assessment of sea-ice concentrations from MODIS using in-situ measurements. Remote Sensing of Environment, 95, pp. 139-149.
6. Gloerson, P., Cavalieri, D., Campbell, W.J. and Zwally, J., 1990, Nimbus-7 SMMR Polar Radiances and Arctic and Antarctic Sea Ice Concentrations (Boulder, CO: National Snow and Ice Data Center).
7. Hall, D.K., Key, J.R., Casey, K.A., Riggs, G.A. and Cavalieri, D.J., 2004, Sea ice surface temperature product from MODIS. IEEE Transactions on Geoscience and Remote Sensing, 42, pp. 1076-1087.
8. Hansen, M.R., Defries, R.S., Townshend, J.R.G. and Sohlberg, R., 1998, UMDGlobal Land Cover Classification, 1 Kilometer, Department of Geography, University of Maryland, College Park, Maryland, 1981-1994.
9. Kern, S., Kaleschke, L. and Clausi, D.A., 2003, A comparison of two 85-GHz SSM/I ice concentration algorithms with AVHRR and ERS-2 SAR imagery. IEEE Transactions on Geoscience and Remote Sensing, 41, pp. 2294-2306.
10. Key, J.R., Wang, X.J., Stoeve, J.C. and Fowler, C., 2001, Estimating the cloudy-sky albedo of sea ice and snow from space. Journal of Geophysical Research - Atmospheres, 106, pp. 12489-12497.
11. Kouraev, A.V., Papa, F., Mognard, N.M., Buharizin, P.I., Cazenave, A., Cretaux, J.-F., Dozortseva, J. and Remy, F., 2003, Variations of Sea Ice Extent in the Caspian and Aral Seas Derived From Combination of Active and Passive Satellite Microwave Data (Toulouse, France: Institute of Electrical and Electronics Engineers Inc.).
12. Kouraev, A.V., Papa, F., Mognard, N.M., Buharizin, P.I., Cazenave, A., Cretaux, J.-F., Dozortseva, J. and Remy, F., 2004a, Sea ice cover in the Caspian and Aral Seas from historical and satellite data. Journal of Marine Systems, 47, pp. 89-100.
13. Kouraev, A.V., Papa, F., Mognard, N.M., Buharizin, P.I., Cazenave, A., Cretaux, J.-F., Dozortseva, J. and Remy, F., 2004b, Synergy of active and passive satellite microwave data for the study of first-year sea ice in the Caspian and Aral Seas. IEEE Transactions on Geoscience and Remote Sensing, 42, pp. 2170-2176.
14. Markus, T., Cavalieri, D.J., Gasiewski, A.J., Klein, M., Maslanik, J.A., Powell, D.C., Stankov, B.B., Stroeve, J.C. and Sturm, M., 2006, Microwave signatures of snow on sea ice: observations. IEEE Transactions on Geoscience and Remote Sensing, 44, pp. 3081-3090.
15. Marzban, C., 1998, Scalar measures of performance in rare-event situations. Weather and Forecasting, 13, pp. 753-763.
16. Meier, W.N., 2005, Comparison of passive microwave ice concentration algorithm retrievals with AVHRR imagery in arctic peripheral seas. IEEE Transactions on Geoscience and Remote Sensing, 43, pp. 1324-1337.
17. NOAA/NESDIS/OSDPD/SSD, 2004, IMS Daily Northern Hemisphere Snow and Ice Analysis at 4 km and 24 km Resolution (Boulder, CO: National Snow and Ice Data Center).
18. Powell, D.C., Markus, T., Cavalieri, D.J., Gasiewski, A.J., Klein, M., Maslanik, J.A., Stroeve, J.C. and Sturm, M., 2006, Microwave signatures of snow on sea ice: modeling. IEEE Transactions on Geoscience and Remote Sensing, 44, pp. 3091-3102.
19. Riggs, G.A., Hall, D.K. and Ackerman, S.A., 1999, Sea ice extent and classification mapping with the moderate resolution imaging spectroradiometer airborne simulator. Remote Sensing of Environment, 68, pp. 152-163.
20. Rumelhart, D.E., Hinton, G.E. and Williams, R.J., 1986, Learning Internal Representations by Error Propagation-Parallel Distributed Processing, pp. 318-362 (Cambridge, MA: MIT Press).
21. Shokr, M.E., 1990, On sea-ice texture characterization from SAR images. IEEE Transactions on Geoscience and Remote Sensing, 28, pp. 737-740.
22. Shokr, M.E., Wilson, L.J. and Surdu-Miller, D.L., 1995, Effect of radar parameters on sea ice tonal and textural signatures using multi-frequency polarimetric SAR data. Photogrammetric Engineering and Remote Sensing, 61, p. 1463.
23. Williams, R.N., Michael, K.J., Pendlebury, S. and Crowther, P., 2002, An automated image analysis system for determining sea-ice concentration and cloud cover from AVHRR images of the Antarctic. International Journal of Remote Sensing, 23, pp. 611-625.
24. WMO, 1970, World Meteorological Organization Sea-ice Nomenclature - Terminology, Codes and Illustrated Glossary, WMO/OMM/BMO-No. 259TP. 145, 4 (Geneva, Switzerland: WMO).
25. Xuanji, W. and Key, J.R., 2001, Spatial variability of the sea-ice radiation budget and its effect on aggregate-area fluxes. Annals of Glaciology, 33, pp. 248-252.
26. Xuanji, W. and Key, J.R., 2005, Arctic surface, cloud, and radiation properties based on the AVHRR Polar Pathfinder dataset. Part II. Recent trends. Journal of Climate, 18, pp. 2575-2593.
27. Zibordi, G. and VanWoert, M.L., 1993, Antarctic sea ice mapping using the AVHRR. Remote Sensing of Environment, 45, pp. 155-163.
28. Zibordi, G., VanWoert, M., Meloni, G.P. and Canossi, I., 1995, Intercomparisons of sea ice concentration from SSM/I and AVHRR data of the Ross Sea. Remote Sensing of Environment, 53, p. 145.