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  <Entry_ID>NSIDC-0105</Entry_ID>
  <Entry_Title>Snow Melt Onset Over Arctic Sea Ice from SMMR and SSM/I Brightness Temperatures</Entry_Title>
  <Data_Set_Citation>
    <Dataset_Creator>S. Drobot and M. Anderson</Dataset_Creator>
    <Dataset_Title>Snow Melt Onset Over Arctic Sea Ice from SMMR and SSM/I Brightness Temperatures</Dataset_Title>
    <Dataset_Release_Date>2001-11-01</Dataset_Release_Date>
    <Dataset_Release_Place>Boulder, Colorado USA</Dataset_Release_Place>
    <Dataset_Publisher>NSIDC: National Snow and Ice Data Center</Dataset_Publisher>
    <Online_Resource>http://nsidc.org/data/nsidc-0105.html</Online_Resource>
  </Data_Set_Citation>
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    <First_Name>NSIDC</First_Name>
    <Last_Name>User Services</Last_Name>
    <Email>nsidc@nsidc.org</Email>
    <Phone>1 303 492-6199 x</Phone>
    <Fax>1 303  492-2468 x</Fax>
    <Contact_Address>
      <Address>National Snow and Ice Data Center</Address>
      <Address>CIRES, 449 UCB</Address>
      <Address>University of Colorado</Address>
      <City>Boulder</City>
      <Province_or_State>CO</Province_or_State>
      <Postal_Code>80309-0449</Postal_Code>
      <Country>USA</Country>
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  <Personnel>
    <Role>Investigator</Role>
    <First_Name>Sheldon</First_Name>
    <Last_Name>Drobot</Last_Name>
    <Contact_Address>
      <Address>Colorado Center for Astrodynamics Research</Address>
      <Address>Department of Aerospace Engineering</Address>
      <Address>431 UCB</Address>
      <Address>University of Colorado</Address>
      <City>Boulder</City>
      <Province_or_State>CO</Province_or_State>
      <Postal_Code>80309-0431</Postal_Code>
    </Contact_Address>
  </Personnel>
  <Personnel>
    <Role>Investigator</Role>
    <First_Name>Mark</First_Name>
    <Last_Name>Anderson</Last_Name>
    <Contact_Address>
      <Address>Meteorology/Climatology Program</Address>
      <Address>Dept. of Geosciences</Address>
      <Address>University of Nebraska</Address>
      <City>Lincoln</City>
      <Province_or_State>NE</Province_or_State>
      <Postal_Code>68588-0340</Postal_Code>
    </Contact_Address>
  </Personnel>
  <Parameters>
    <Category>EARTH SCIENCE</Category>
    <Topic>Cryosphere</Topic>
    <Term>Sea Ice</Term>
    <Variable_Level_1>Snow Melt</Variable_Level_1>
  </Parameters>
  <Parameters>
    <Category>EARTH SCIENCE</Category>
    <Topic>Oceans</Topic>
    <Term>Sea Ice</Term>
    <Variable_Level_1>Snow Melt</Variable_Level_1>
  </Parameters>
  <ISO_Topic_Category>Climatology/Meteorology/Atmosphere</ISO_Topic_Category>
  <Keyword>Arctic</Keyword>
  <Keyword>Climate Proxy</Keyword>
  <Keyword>DAAC</Keyword>
  <Keyword>DMSP</Keyword>
  <Keyword>EOSDIS</Keyword>
  <Keyword>FTP</Keyword>
  <Keyword>Gridded Data</Keyword>
  <Keyword>NASA</Keyword>
  <Keyword>NIMBUS-7</Keyword>
  <Keyword>NSIDC</Keyword>
  <Keyword>Passive Microwave Brightness Temperatures</Keyword>
  <Keyword>Polar</Keyword>
  <Keyword>Polar Stereographic</Keyword>
  <Keyword>Remote Sensing</Keyword>
  <Keyword>Sea Ice</Keyword>
  <Keyword>SMMR</Keyword>
  <Keyword>Snow Melt Onset Dates</Keyword>
  <Keyword>SSM/I</Keyword>
  <Keyword>Tbs</Keyword>
  <Sensor_Name>
    <Short_Name>SMMR</Short_Name>
    <Long_Name>Scanning Multichannel Microwave Radiometer</Long_Name>
  </Sensor_Name>
  <Sensor_Name>
    <Short_Name>SSM/I</Short_Name>
    <Long_Name>Special Sensor Microwave/Imager</Long_Name>
  </Sensor_Name>
  <Source_Name>
    <Short_Name>DMSP</Short_Name>
    <Long_Name>Defense Meteorological Satellite Program</Long_Name>
  </Source_Name>
  <Source_Name>
    <Short_Name>DMSP 5D-2/F11</Short_Name>
    <Long_Name>Defense Meteorological Satellite Program-F11</Long_Name>
  </Source_Name>
  <Source_Name>
    <Short_Name>DMSP 5D-2/F13</Short_Name>
    <Long_Name>Defense Meteorological Satellite Program-F13</Long_Name>
  </Source_Name>
  <Source_Name>
    <Short_Name>DMSP 5D-2/F8</Short_Name>
    <Long_Name>Defense Meteorological Satellite Program-F8</Long_Name>
  </Source_Name>
  <Source_Name>
    <Short_Name>NIMBUS-7</Short_Name>
  </Source_Name>
  <Source_Name>
    <Short_Name>SATELLITES</Short_Name>
  </Source_Name>
  <Temporal_Coverage>
    <Start_Date>1979-01-01</Start_Date>
    <Stop_Date>2007-12-31</Stop_Date>
  </Temporal_Coverage>
  <Data_Set_Progress>in work</Data_Set_Progress>
  <Spatial_Coverage>
    <Southernmost_Latitude>30</Southernmost_Latitude>
    <Northernmost_Latitude>90</Northernmost_Latitude>
    <Westernmost_Longitude>-180</Westernmost_Longitude>
    <Easternmost_Longitude>180</Easternmost_Longitude>
  </Spatial_Coverage>
  <Location>
    <Location_Category>GEOGRAPHIC REGION</Location_Category>
    <Location_Type>POLAR</Location_Type>
  </Location>
  <Location>
    <Location_Category>OCEAN</Location_Category>
    <Location_Type>ARCTIC OCEAN</Location_Type>
  </Location>
  <Data_Resolution>
    <Temporal_Resolution>1 year</Temporal_Resolution>
  </Data_Resolution>
  <Project>
    <Short_Name>EOSDIS</Short_Name>
    <Long_Name>Earth Observing System Data Information System</Long_Name>
  </Project>
  <Project>
    <Short_Name>ESIP</Short_Name>
    <Long_Name>Earth Science Information Partners Program</Long_Name>
  </Project>
  <Data_Set_Language>English</Data_Set_Language>
  <Data_Center>
    <Data_Center_Name>
      <Short_Name>NSIDC_DAAC</Short_Name>
      <Long_Name>NASA DAAC at the National Snow and Ice Data Center</Long_Name>
    </Data_Center_Name>
    <Data_Center_URL>http://nsidc.org/daac/index.html</Data_Center_URL>
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      <Role>Data Center Contact</Role>
      <First_Name>NSIDC</First_Name>
      <Last_Name>User Services</Last_Name>
      <Email>nsidc@nsidc.org</Email>
      <Phone>1 303 492-6199 </Phone>
      <Fax>1 303  492-2468 </Fax>
      <Contact_Address>
        <Address>National Snow and Ice Data Center</Address>
        <Address>CIRES, 449 UCB</Address>
        <Address>University of Colorado</Address>
        <City>Boulder</City>
        <Province_or_State>CO</Province_or_State>
        <Postal_Code>80309-0449</Postal_Code>
        <Country>USA</Country>
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    <Data_Center_Name>
      <Short_Name>NSIDC</Short_Name>
      <Long_Name>National Snow and Ice Data Center</Long_Name>
    </Data_Center_Name>
    <Data_Center_URL>http://nsidc.org</Data_Center_URL>
    <Personnel>
      <Role>Data Center Contact</Role>
      <First_Name>NSIDC</First_Name>
      <Last_Name>User Services</Last_Name>
      <Email>nsidc@nsidc.org</Email>
      <Phone>1 303 492-6199 </Phone>
      <Fax>1 303  492-2468 </Fax>
      <Contact_Address>
        <Address>National Snow and Ice Data Center</Address>
        <Address>CIRES, 449 UCB</Address>
        <Address>University of Colorado</Address>
        <City>Boulder</City>
        <Province_or_State>CO</Province_or_State>
        <Postal_Code>80309-0449</Postal_Code>
        <Country>USA</Country>
      </Contact_Address>
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  </Data_Center>
  <Distribution>
    <Distribution_Media>FTP</Distribution_Media>
    <Distribution_Size>16 - 27 KB</Distribution_Size>
    <Distribution_Format>GIF</Distribution_Format>
  </Distribution>
  <Distribution>
    <Distribution_Media>FTP</Distribution_Media>
    <Distribution_Size>133 - 680 KB</Distribution_Size>
    <Distribution_Format>Binary</Distribution_Format>
  </Distribution>
  <Reference>Abdalati, W. and K. Steffen. 1997. Snowmelt on the Greenland Ice Sheet as Derived from Passive Microwave Satellite Data. Journal of Climate 10(2):165-175. 

Abdalati, W. and K. Steffen. 1995. Passive Microwave-defined Snow Melt Regions on the Greenland Ice Sheet. Geophysical Research Letters 22(7):787-790.  

Abdalati, W., K. Steffen, C. Otto and K. Jezek. 1995. Comparison of TBs from SSM/I Instruments on the DMSP F8 and F11 Satellites for Antarctica and the Greenland Ice Sheet. International Journal of Remote Sensing 16:1223-1229.  

Anderson, M. 1997. Determination of a Melt Onset Date for Arctic Sea Ice Regio Using Passive Microwave Data. Annals of Glaciology 25:382-387.

Anderson, M. 1987. The Onset of Spring Melt in First-year Ice Regions of the Arctic as Determined from Scanning Multichannel Microwave Radiometer Data for 1979 and 1980. Journal of Geophysical Research 92(C12):13,153-13,163.

Cavalieri, D., C. Parkinson, P. Gloersen, J. Comiso, and H. J. Zwally. 1999. Deriving Long-term Time Series of Sea Ice Cover from Satellite Passive-microwave Multisensor Data Sets. Journal of Geophysical Research 104(C7):15,803-15,814.

Cavalieri, D. 1994. A Microwave Technique for Mapping Thin Sea Ice. Journal of Geophysical Research 99(C6):12,561-12,572.

Drobot, S. and M. Anderson. 2001. Comparison of Interannual Snowmelt Onset Dates with Atmospheric Conditions. Annals of Glaciology 33: 79-84. 

Dubach L. and C. Ng. 1988. NSSDC's Compendium of Meteorological Space Programs, Satellites, and Experiments.

Gloersen, P. and F. Barath. 1977. A Scanning Multichannel Microwave Radiometer for Nimbus-G and SeaSat-A. IEEE Journal of Oceanic Engineering 2:172-178.

Gloersen, P., W. Campbell, D. Cavalieri, J. Comiso, C. Parkinson, and H. J. Zwally. 1992. Arctic and Antarctic Sea Ice, 1978-1987: Satellite Passive-microwave Observations and Analysis. National Aeronautics and Space Administration Scientific and Technical Information Program. Washington, D.C.

Gloersen, P. and L. Hardis. 1978. The Scanning Multichannel Microwave Radiometer (SMMR) Experiment, in The Nimbus 7 Users' Guide. C. R. Madrid, editor. National Aeronautics and Space Administration. Greenbelt, MD: Goddard Space Flight Center.

Jezek, K., C. Merry, D. Cavalieri, S., Grace, J. Bedner, D. Wilson, and D. Lampkin. 1991. Comparison Between SMMR and SSM/I Passive Microwave Data Collected over the Antarctic Ice Sheet. Byrd Polar Research Center Technical Report No. 91-03, The Ohio State University, Columbus, Ohio, 62 pp.

Kramer, H. 1994. Observation of the Earth and Its Environment - Survey of Missions and Sensors, 2nd Edition. Heidelberg: Springer-Verlag.

Kunzi, K., S. Patil, and H. Rott. 1982. Snow-cover Parameters Derived from Nimbus-7 Scanning Multichannel Microwave Radiometer (SMMR) data. IEEE Transactions on Geosciences and Remote Sensing GE-20:57-66. 

Livingstone, C., K. Singh, and L. Gray. 1987. Seasonal and Regional Variations of Active/Passive Microwave Signatures of Sea Ice. IEEE Transactions on Geosciences and Remote Sensing GE-25:159-172.

National Aeronautics and Space Administration. 1978. The Nimbus 7 Users' Guide. C.R. Madrid, editor. Goddard Space Flight Center.

Snyder, J. P. 1982. Map Projections Used by the U.S. Geological Survey. U.S. Geological Survey Bulletin 1532.

Stroeve, J., L. Xiaoming, and J. Maslanik. 1998. An Intercomparison of DMSP F11- and F13-derived Sea Ice Products. Remote Sensing of the Environment 64:132-152.

Swanson, P. and A. Riley. 1980. The Seasat Scanning Multichannel Microwave Radiometer (SMMR): Radiometric Calibration Algorithm Development and Performance. IEEE Journal of Oceanic Engineering OE-5:116-124.</Reference>
  <Summary>Yearly snow melt onset dates over Arctic sea ice are derived from Scanning Multichannel Microwave Radiometer (SMMR) and Special Sensor Microwave/Imager (SSM/I) brightness temperatures. The introduction of liquid water to snow results in a sharp increase in the emissivity and hence brightness temperature of the snowpack. Snow melt onset is defined as the point in time when microwave brightness temperatures increase sharply due to the presence of liquid water in the snowpack.

Data cover the years 1979 through 2007, and are in a polar stereographic grid at 25 km resolution. Tab-delimited ASCII files and GIF images are accessible via FTP. Several value-added products are also available.</Summary>
  <Related_URL>
    <URL_Content_Type>
      <Type>VIEW PROJECT HOME PAGE</Type>
    </URL_Content_Type>
    <URL>http://nsidc.org/data/seaice/</URL>
    <Description>Sea Ice Data at NSIDC</Description>
  </Related_URL>
  <IDN_Node>
    <Short_Name>USA/NASA</Short_Name>
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  <Metadata_Name>CEOS IDN DIF</Metadata_Name>
  <Metadata_Version>9.7</Metadata_Version>
  <DIF_Creation_Date>2001-11-01</DIF_Creation_Date>
  <Last_DIF_Revision_Date>2012-07-18</Last_DIF_Revision_Date>
  <DIF_Revision_History>changed preso format to GIF</DIF_Revision_History>
</DIF>
