<?xml version="1.0"?>
<!--<!DOCTYPE metadata SYSTEM "http://www.esri.com/metadata/esriprof80.dtd">-->
<metadata xml:lang="en"><Esri><MetaID>{91B00062-D0B1-4215-951F-8B476EF46AE9}</MetaID><CreaDate>20031116</CreaDate><CreaTime>23164000</CreaTime><SyncOnce>FALSE</SyncOnce><SyncDate>20040908</SyncDate><SyncTime>10461000</SyncTime><ModDate>20050826</ModDate><ModTime>13123500</ModTime></Esri><idinfo><native Sync="TRUE">Microsoft Windows 2000 Version 5.0 (Build 2195) Service Pack 4; ESRI ArcCatalog 8.3.0.800</native>
		<descript>
			<abstract>This data set is an ArcGIS grid and represents spring leads along the coast of Northern Alaska (West of Barrow) and Northwest Canada (East of the Mackenzie Delta) for the study area which ranges from approximately 130 to 164 degrees West and 68.5 to 74 degrees North.</abstract>
			<purpose>These data were compiled by the University of Alaska Fairbanks to meet contract requirements for the US Mineral Management Service:  Mapping and Characterization of Recurring Spring Leads and Landfast ice in the Beaufort and Chukchi Seas (AK-03-06)</purpose>
			<langdata Sync="TRUE">en</langdata><supplinf>For the purposes of the MMS study, the file names associated with Band 1 data (visual) are prefixed with a "v" and Band 4 files (thermal) prefixed with a "t".  The day of the year, hour and minutes are incorporated in the file names.  For descriptive purposes the following abbreviations are used as placeholders for real values to illustrate the naming convention:
d = day of year
Y = Year
T = time in GMT
A Band 1 grid follows this convention:  v d d d _T T T Tgrid
A Band 4 grid follows this convention:  t d d d _T T T Tgrid
Examples of these file names are v015_1012grid and t015_1012grid</supplinf></descript>
		<citation>
			<citeinfo>
				<origin>University of Alaska Fairbanks</origin>
				<pubdate>20051231</pubdate>
				<title>Gridded Lead Segmentation (1.1 km cells) covering the Chukchi and Beaufort Seas offshore of Northern Alaska, USA and Northwest Canada.</title>
				<geoform>raster digital data</geoform>
				<onlink>http://mms.gina.alaska.edu</onlink>
				<ftname Sync="TRUE">t933364</ftname></citeinfo>
		</citation>
		<timeperd>
			<timeinfo>
				<rngdates>
					<begdate>1993</begdate>
					<enddate>2004</enddate>
					<begtime>unknown</begtime><endtime>unknown</endtime></rngdates>
			</timeinfo>
			<current>ground condition</current>
		</timeperd>
		<status>
			<progress>Complete</progress>
			<update>Unknown</update>
		</status>
		<spdom><bounding><westbc Sync="TRUE">-164.176389</westbc><eastbc Sync="TRUE">-129.978654</eastbc><northbc Sync="TRUE">73.947199</northbc><southbc Sync="TRUE">68.481395</southbc></bounding><lboundng><leftbc Sync="TRUE">-332368.472100</leftbc><rightbc Sync="TRUE">814227.527900</rightbc><bottombc Sync="TRUE">2181116.390600</bottombc><topbc Sync="TRUE">2651999.990600</topbc></lboundng></spdom><keywords>
			<theme>
				<themekt>Aquatic Sciences and Fisheries Thesaurus </themekt>
				<themekey>spring leads</themekey>
				<themekey>sea ice</themekey><themekey>lead</themekey></theme>
			<place>
				<placekt>Alaska Place Names Dictionary</placekt>
				<placekey>Arctic Ocean</placekey>
				<placekey>Chukchi Sea</placekey><placekey>Beaufort Sea</placekey><placekey>North Slope</placekey><placekey>Alaska</placekey><placekey>Canada</placekey></place>
		</keywords>
		<accconst>None.</accconst><useconst>Any hardcopies or published information utilizing these data sets shall clearly indicate their source.  If the user has modified the data in any way they are obligated to describe the types of modifications that they have performed.  User specifically agrees not to misrepresent these datasets, nor to imply that any changes that they made were approved by the University of Alaska.</useconst><natvform>Raster Data set</natvform><ptcontac>
			<cntinfo>
				<cntperp>
					<cntper>Dr.  Hajo Eicken</cntper>
					<cntorg>Geophysical Institute</cntorg>
				</cntperp>
				<cntpos>Principal Investigator</cntpos>
				<cntaddr>
					<addrtype>mailing and physical address</addrtype>
					<address>903 Koyukuk Dr., P.O. Box 757320</address>
					<city>Fairbanks</city>
					<state>Alaska</state>
					<postal>99775-7320</postal>
					<country>USA</country>
				</cntaddr>
				<cntvoice>907-474-7280</cntvoice>
				<cntfax>907-474-7290</cntfax>
				<cntemail>hajo.eicken@gi.alaska.edu </cntemail></cntinfo>
		</ptcontac>
		<datacred>The funding for this effort was provided by the US Mineral Management Service for Mapping and Characterization of Recurring Spring Leads and Landfast ice in the Beaufort and Chukchi Seas (AK-03-06, MMS-71707)</datacred>
		<browse><browsen>*.jpg</browsen><browsed>Low resolution browse graphic of shapefile</browsed><browset>JPEG</browset></browse></idinfo><dataIdInfo><envirDesc Sync="TRUE">Microsoft Windows 2000 Version 5.0 (Build 2195) Service Pack 4; ESRI ArcCatalog 8.3.0.800</envirDesc><dataLang><languageCode Sync="TRUE" value="en"></languageCode></dataLang><idCitation><resTitle Sync="TRUE">t933364</resTitle><presForm><PresFormCd Sync="TRUE" value="005"></PresFormCd></presForm></idCitation><spatRpType><SpatRepTypCd Sync="TRUE" value="002"></SpatRepTypCd></spatRpType><dataExt><geoEle><GeoBndBox esriExtentType="native"><westBL Sync="TRUE">-332368.4721</westBL><eastBL Sync="TRUE">814227.5279</eastBL><northBL Sync="TRUE">2651999.9906</northBL><southBL Sync="TRUE">2181116.3906</southBL><exTypeCode Sync="TRUE">1</exTypeCode></GeoBndBox></geoEle></dataExt><geoBox esriExtentType="decdegrees"><westBL Sync="TRUE">-164.176389</westBL><eastBL Sync="TRUE">-129.978654</eastBL><northBL Sync="TRUE">73.947199</northBL><southBL Sync="TRUE">68.481395</southBL><exTypeCode Sync="TRUE">1</exTypeCode></geoBox></dataIdInfo><metainfo>
		<metd>20040915</metd>
		<metc>
			<cntinfo>
				<cntorgp>
					<cntorg>Nuna Technologies</cntorg>
					<cntper>Allison Graves Gaylord</cntper>
				</cntorgp>
				<cntpos>Owner / GIS Specialist</cntpos>
				<cntaddr>
					<addrtype>mailing address</addrtype>
					<address>P.O. Box 1483</address>
					<city>Homer</city>
					<state>AK</state>
					<postal>99723-1483</postal>
					<country>USA</country>
				</cntaddr>
				<cntvoice>907.235.3476</cntvoice>
				<cntemail>nunatech@usa.net</cntemail>
			</cntinfo>
		</metc>
		<metstdn Sync="TRUE">FGDC Content Standards for Digital Geospatial Metadata</metstdn>
		<metstdv Sync="TRUE">FGDC-STD-001-1998</metstdv>
		<mettc Sync="TRUE">local time</mettc>
		<langmeta Sync="TRUE">en</langmeta><metac>None.</metac><metuc>If the user has modified the data in any way they are obligated to describe the types of modifications they have performed in the supporting metadata file.  User specifically agrees not to imply that changes they made were approved by the University of Alaska.</metuc><metsi><metscs>None.</metscs><metsc>Unclassified</metsc><metshd>None.</metshd></metsi><metextns><onlink Sync="TRUE">http://www.esri.com/metadata/esriprof80.html</onlink><metprof Sync="TRUE">ESRI Metadata Profile</metprof></metextns></metainfo>
	<mdLang><languageCode Sync="TRUE" value="en"></languageCode></mdLang><mdStanName Sync="TRUE">ISO 19115 Geographic Information - Metadata</mdStanName><mdStanVer Sync="TRUE">DIS_ESRI1.0</mdStanVer><mdChar><CharSetCd Sync="TRUE" value="005"></CharSetCd></mdChar><mdHrLv><ScopeCd Sync="TRUE" value="005"></ScopeCd></mdHrLv><mdHrLvName Sync="TRUE">dataset</mdHrLvName><distinfo>
		<distrib>
			<cntinfo>
				<cntorgp>
					<cntorg>UAF Geographic Information Network of Alaska (GINA)</cntorg>
					<cntper>Dr. Virgil (Buck) Sharpton</cntper>
				</cntorgp>
				<cntaddr>
					<addrtype>mailing and physical address</addrtype>
					<address>903 Koyukuk Drive</address>
					<city>Fairbanks</city>
					<state>Alaska</state>
					<postal>99775-7320</postal>
					<country>USA</country>
				</cntaddr>
				<cntvoice>907.474.6663</cntvoice>
				<cntemail>buck.sharpton@gina.alaska.edu</cntemail>
				<cntpos>President's Professor of Remote Sensing</cntpos><hours>8:00 a.m. - 5:00 p.m. AST</hours></cntinfo>
		</distrib>
		<resdesc>Downloadable Data</resdesc>
		<distliab>The University of Alaska makes no express or implied warranties (including warranties of merchantability and fitness) with respect to the character, function, or capabilities of the electronic services or products or their appropriateness for any users purposes. In no event will the University of Alaska be liable for any incidental, indirect, special, consequential or other damages suffered by the user or any other person or entity whether from the use of the electronic services or products, any failure thereof or otherwise, and in no event will the State of Alaska's liability to the requestor or anyone else exceed the fee paid for the electronic service or product.</distliab>
		<stdorder>
			<digform>
				<digtinfo>
					<formname>ESRI ArcGIS format</formname>
					<formverd>200301101</formverd>
					<formspec>ESRI Grid / ESRI Shapefile</formspec>
					<transize Sync="TRUE">0.047</transize>
					<dssize Sync="TRUE">0.047</dssize></digtinfo>
				<digtopt>
					<onlinopt>
						<computer>
							<networka>
								<networkr>http://mms.gina.alaska.edu</networkr>
							</networka>
						</computer>
						<accinstr>web browser and/or FTP</accinstr>
					</onlinopt>
				</digtopt>
			</digform>
			<fees>None</fees>
		</stdorder>
		<availabl>
			<timeinfo>
				<rngdates>
					<begdate>unknown</begdate>
					<enddate>unknown</enddate>
				</rngdates>
			</timeinfo>
		</availabl>
	</distinfo>
	<distInfo><distributor><distorTran><onLineSrc><orDesc Sync="TRUE">002</orDesc><linkage Sync="TRUE">file://\\NUNALAPTOP\N$\MMS\Web\mms\private\data\lead\1993\Dec\foo\MetadataGrid\t933364</linkage><protocol Sync="TRUE">Local Area Network</protocol></onLineSrc><transSize Sync="TRUE">0.047</transSize></distorTran><distorFormat><formatName Sync="TRUE">Raster Dataset</formatName></distorFormat></distributor></distInfo><spdoinfo>
		<direct Sync="TRUE">Raster</direct>
		<rastinfo>
			<rasttype Sync="TRUE">Grid Cell</rasttype>
			<rowcount Sync="TRUE">423</rowcount>
			<colcount Sync="TRUE">1030</colcount>
			<vrtcount Sync="TRUE">1</vrtcount>
			<rastxsz Sync="TRUE">1113.200000</rastxsz><rastysz Sync="TRUE">1113.200000</rastysz><rastbpp Sync="TRUE">8</rastbpp><rastorig Sync="TRUE">Upper Left</rastorig><rastcmap Sync="TRUE">FALSE</rastcmap><rastcomp Sync="TRUE">Default</rastcomp><rastband Sync="TRUE">1</rastband><rastdtyp Sync="TRUE">matrix values</rastdtyp><rastplyr Sync="TRUE">FALSE</rastplyr><rastifor Sync="TRUE">ESRI GRID</rastifor></rastinfo>
	</spdoinfo>
	<spref>
		<horizsys>
			<planar>
				<planci>
					<plance Sync="TRUE">row and column</plance>
					<coordrep>
						<absres Sync="TRUE">1113.200000</absres>
						<ordres Sync="TRUE">1113.200000</ordres>
					</coordrep>
					<plandu>meters</plandu>
				</planci>
				<mapproj><mapprojn Sync="TRUE">Albers Conical Equal Area</mapprojn><albers><stdparll Sync="TRUE">55.000000</stdparll><stdparll Sync="TRUE">65.000000</stdparll><longcm Sync="TRUE">-154.000000</longcm><latprjo Sync="TRUE">50.000000</latprjo><feast Sync="TRUE">0.000000</feast><fnorth Sync="TRUE">0.000000</fnorth></albers></mapproj></planar>
			<geodetic>
				<horizdn>North American Datum of 1983</horizdn>
				<ellips>Geodetic Reference System 80</ellips>
				<semiaxis>6378137.000000</semiaxis>
				<denflat>298.257222</denflat>
			</geodetic>
			<cordsysn><geogcsn Sync="TRUE">GCS_North_American_1983</geogcsn><projcsn Sync="TRUE">NAD_1983_Albers</projcsn></cordsysn></horizsys>
	</spref>
	<refSysInfo><RefSystem><refSysID><identCode Sync="TRUE">NAD_1983_Albers</identCode></refSysID></RefSystem></refSysInfo><spatRepInfo><GridSpatRep><numDims Sync="TRUE">2</numDims><axDimProps><Dimen><dimName><DimNameTypCd Sync="TRUE" value="002"></DimNameTypCd></dimName><dimSize Sync="TRUE">1030</dimSize><dimResol Sync="TRUE">1113.2</dimResol></Dimen><Dimen><dimName><DimNameTypCd Sync="TRUE" value="001"></DimNameTypCd></dimName><dimSize Sync="TRUE">423</dimSize><dimResol Sync="TRUE">1113.2</dimResol></Dimen></axDimProps><cellGeo><CellGeoCd Sync="TRUE" value="002"></CellGeoCd></cellGeo><tranParaAv Sync="TRUE">1</tranParaAv></GridSpatRep><VectSpatRep><topLvl><TopoLevCd Sync="TRUE" value="001"></TopoLevCd></topLvl><geometObjs Name="t93364"><geoObjTyp><GeoObjTypCd Sync="TRUE" value="001"></GeoObjTypCd></geoObjTyp><geoObjCnt Sync="TRUE">1564</geoObjCnt></geometObjs></VectSpatRep></spatRepInfo><eainfo>
		<detailed Name="t933364">
			<enttyp>
				<enttypl>Spring Leads</enttypl>
				<enttypd>Band 1</enttypd>
				<enttypds>ESRI</enttypds>
				<enttypt Sync="TRUE">Table</enttypt><enttypc Sync="TRUE">2</enttypc></enttyp>
			<attr><attrlabl Sync="TRUE">ObjectID</attrlabl><attalias Sync="TRUE">ObjectID</attalias><attrtype Sync="TRUE">OID</attrtype><attwidth Sync="TRUE">4</attwidth><atnumdec Sync="TRUE">3</atnumdec><attrdef>Object Identifier</attrdef><attrdefs>ESRI</attrdefs><attrdomv><edom><edomv>ObjectID</edomv><edomvd>Object Identifier of grid</edomvd><edomvds>ESRI</edomvds></edom></attrdomv><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Value</attrlabl><attalias Sync="TRUE">Value</attalias><attrtype Sync="TRUE">Integer</attrtype><attwidth Sync="TRUE">0</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdef>Value</attrdef><attrdefs>ESRI</attrdefs><attrdomv><edom><edomv>Value = 0</edomv><edomvd>leads</edomvd><edomvds>Binarized classification of AVHRR source imagery.</edomvds></edom><edom><edomv>Value = 255</edomv><edomvd>ice</edomvd><edomvds>Binarized classification of AVHRR source imagery.</edomvds></edom></attrdomv></attr><attr><attrlabl Sync="TRUE">Count</attrlabl><attalias Sync="TRUE">Count</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">0</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdef>Count</attrdef><attrdefs>Computed by ESRI</attrdefs><attrdomv><edom><edomv>Count</edomv><edomvd>Number of GRID cells of a certain Value</edomvd><edomvds>Computed by ESRI software</edomvds></edom></attrdomv></attr></detailed>
	</eainfo>
	<mdDateSt Sync="TRUE">20050826</mdDateSt><dataqual>
		<logic>Map projection and datum were confirmed and checked to conform with base data sets and imagery.</logic>
		<complete>Complete.</complete>
		<posacc>
			<horizpa>
				<horizpar>The International Observatory of the North (ION) uses satellite navigation and attitude parameters for scene navigation (with additional ground control) to produce adequate results (with errors &lt;3 km) for geolocated AVHRR imagery.  ION data sets were used as a base map to derive the lead segmentation.</horizpar>
				<qhorizpa>
					<horizpav>3000 meters</horizpav>
					<horizpae>Visual inspection.  Distance measurement tools.</horizpae>
				</qhorizpa>
			</horizpa>
		</posacc>
		<lineage>
			<procstep>
				<procdesc>AVHRR data was geolocated, calibrated and reprojected in GeoTIFF format using TeraScan software. A coast mask is applied in ENVI. The fraction of leads within each pixel is then determined based on the brightness temperatures or reflectances of open water and the surrounding thick ice, as described by Lindsay and Rothrock (Arctic sea ice leads from advanced very high resolution radiometer images. Journal of Geophysical Research, 100(C3), 4533-4544, 1995). Here, we have corrected for regional differences in surface temperature and reflectance as well as thin cloud cover by determining the fraction of leads within a moving 50 by 50 pixel (55 x 55 km) square window, with the fraction of thick ice based on the upper and lower quartile reflectance and brightness temperature, respectively. For a few cases of more expansive stretches of open water, manual adjustments of open water extent have been made. The resulting image indicating the fraction of open water is then binarized about a threshold corresponding to an open water fraction of 25% in each pixel, with pixels containing less open water designated as ice and those at or above 25% designated as leads. This information is then brought into NIH Image for derivation of lead location, shape and size statistics, open water fractions and other information for the different study subregions. 

An IDL script was used to export binarized files into GeoTiff format.  The batch utility in ArcToolbox was used to convert the GeoTiffs to ArcGIS Grid format.  Another batch file was used in ArcCatalog to define the map projection and datum.  Each Grid file was then exported to an ESRI interchange format *.e00 using batch utilities within ArcToolbox to ensure clean data transfer.  Low resolution browse images (*.jpg format) were generated for display on the project web site.  Final processing included a batch import of the appropriate FGDC compliant metadata template.  Final data sets were bundled with Winzip for posting to the web to ensure clean data transfer of the components of the grid, plus associated metadata record and browse image.</procdesc>
				<procdate>2004</procdate>
				<proccont>
					<cntinfo>
						<cntperp>
							<cntper>Dr.  Hajo Eicken</cntper>
							<cntorg>University of Alaska Fairbanks, Geophysical Institute</cntorg>
						</cntperp>
						<cntpos>Principal Investigator</cntpos>
						<cntaddr>
							<addrtype>mailing and physical address</addrtype>
							<address>903 Koyukuk Dr., P.O. Box 757320</address>
							<city>Fairbanks</city>
							<state>AK</state>
							<postal>99775-7320</postal>
							<country>USA</country>
						</cntaddr>
						<cntvoice>907-474-7280</cntvoice>
						<cntfax>907-474-7290</cntfax>
						<cntemail>Hajo.Eicken@gi.alaska.edu</cntemail>
						<hours>business hours</hours>
					</cntinfo>
				</proccont>
			</procstep>
		</lineage>
	</dataqual>
</metadata>
