<?xml version="1.0" encoding="UTF-8"?>
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<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="http://water.usgs.gov/GIS/metadata/usgswrd/fgdc-std-001-1998.xsd">
	<idinfo>
		<citation>
			<citeinfo>
				<origin>J.L. Smith</origin>
				<pubdate>2001</pubdate>
				<title>Modified soil adjusted vegetation index of the Sarcobatus Flat area of the Death Valley</title>
				<edition>Version 1.0</edition>
				<geoform>remote-sensing image</geoform>
				<pubinfo>
					<pubplace>Carson City, Nev.</pubplace>
					<publish>U.S. Geological Survey</publish>
				</pubinfo>
				<onlink>http://water.usgs.gov/lookup/getspatial?msavi89</onlink>
				<lworkcit>
					<citeinfo>
						<origin>Laczniak, Smith, Elliott, DeMeo, Chatigny,
and Roemer
						</origin>
						<pubdate>2001</pubdate>
						<title>Ground-water discharge determined from
estimates of evapotranspiration, Death Valley
regional flow system, Nevada and California
						</title>
						<serinfo>
							<sername>Water-Resources Investigations Report</sername>
							<issue>01-4195</issue>
						</serinfo>
						<pubinfo>
							<pubplace>Carson City, Nev.</pubplace>
							<publish>U.S. Geological Survey</publish>
						</pubinfo>
						<onlink>http://pubs.usgs.gov/wri/wri014195/</onlink>
					</citeinfo>
				</lworkcit>
			</citeinfo>
		</citation>
		<descript>
			<abstract>The raster-based Modified Soil Adjusted Vegetation Index was
derived from Landsat Thematic Mapper imagery data acquired
during June 1989 for Sarcobatus Flat.  The index has been
shown to increase the dynamic range of the vegetation signal
while further minimizing the soil background influences,
resulting in greater vegetation sensitivity as defined by
a "vegetation signal" to "soil noise" ratio.  The data
set was used in determining phreatophyte boundaries for
a ground-water evapotranspiration study and relative
differences in vegetation density between discharge areas.
			</abstract>
			<purpose>The data set was created to determine areas of regional
plant-cover information for use in the report, "Ground-water
discharge determined from estimates of evapotranspiration,
Death Valley regional flow system, Nevada and California."
			</purpose>
			<supplinf>Introduction

The raster-based Modified Soil Adjusted Vegetation Index
(MSAVI) was derived from Landsat Thematic Mapper (TM) imagery
data acquired during June 1989 for the Sarcobatus Flat area
of the Death Valley regional flow system.  Background and
formulas of the MSAVI are detailed in Qi and others (1994).

The MSAVI has been shown to increase the dynamic range of the
vegetation signal while further minimizing the soil
background influences, resulting in greater vegetation
sensitivity as defined by a "vegetation signal" to "soil
noise" ratio. The MSAVI is a type of Soil Adjusted
Vegetation Index (SAVI).  The SAVI includes a constant soil
adjustment factor L.  The MSAVI uses the Normalized
Difference Vegetation Index (NDVI) and Weighted Difference
Vegetation Index (WDVI) to compute the L value in the SAVI
for each picture element or pixel.  This is referred to as a
self-adjusting L function in Qi and others (1994, p. 123).
The slope of the soil line used in the equations was 1.06.
This was used by Qi and others (1994, p. 123) and was
determined to be an acceptable value for this study.

Reviews

The MSAVI image for 1989 was checked for consistency and
accuracy during the data processing.  Two external reviews
were done.  The reviewers were asked to check metadata and
other documentation files for completeness and accuracy.
Reviewers also were asked to check the topological consistency,
tolerances, projections, and geographic extent.

The Landsat Entity-identification number is LT5040034008917210.

References

Beverley, A.M., and Penton, P.G., eds., 1989, ELAS, Science and
Technology Laboratory Applications Software--Vol. II, User
Reference:  National Aeronautics and Space Administration,
Science and Technology Laboratory Report 183, [unpaginated].

Chavez, P.S., 1989, Radiometric calibration of Landsat Thematic
Mapper multispectral images:  Photogrammetric Engineering and
Remote Sensing, v. 55, no. 9, p. 1285-1294.

Qi, J., Chehbouni, A., Huete, A.R., Kerr, Y.H., and Sorooshian,
S., 1994, A modified soil adjusted vegetation index:  Remote
Sensing of the Environment, v. 48, p. 119-126.

U.S. Geological Survey, 1992, Landsat Thematic Mapper imagery:
Sioux Falls, S.D., U.S. Geological Survey.

Notes

Any use of trade, product, or firm names is for descriptive
purposes only and does not imply endorsement by the U.S.
Government.  Although this data set has been used by the
U.S.  Geological Survey, Department of the Interior, no
warranty expressed or implied is made by the U.S. Geological
Survey as to the accuracy of the data and related materials.

Although this Federal Geographic Data Committee-compliant
metadata file is intended to document the data set in
non-proprietary form, as well as in ArcInfo(R) format, this
metadata file may include some ArcInfo-specific
terminology.

Users should exercise caution and judgment in applying these
data, and be aware that errors may be present in any or
all of the digital image data.  If errors are encountered
in this data set, it will be appreciated if the user would
pass this information to the Metadata_Contact.
			</supplinf>
		</descript>
		<timeperd>
			<timeinfo>
				<sngdate>
					<caldate>19890621</caldate>
				</sngdate>
			</timeinfo>
			<current>The index is only appropriate for the
date of the imagery.
			</current>
		</timeperd>
		<status>
			<progress>Complete</progress>
			<update>None planned</update>
		</status>
		<spdom>
			<bounding>
				<westbc>-117.21632652</westbc>
				<eastbc>-116.6694442</eastbc>
				<northbc>37.40421024</northbc>
				<southbc>36.99765884</southbc>
			</bounding>
		</spdom>
		<keywords>
			<theme>
				<themekt>None</themekt>
				<themekey>MSAVI</themekey>
				<themekey>modified soil adjusted vegetation index</themekey>
				<themekey>inlandWaters</themekey>
			</theme>
			<place>
				<placekt>None</placekt>
				<placekey>Nevada</placekey>
				<placekey>southern Nevada</placekey>
				<placekey>eastern California</placekey>
				<placekey>Sarcobatus Flat</placekey>
			</place>
		</keywords>
		<accconst>None
		</accconst>
		<useconst>The data are derived from copyrighted data provided by EOSAT
Corporation.  No use constraints apply.  Users should exercise
caution when using these data.

Use with similarly scaled data.

Acknowledgment of the U.S. Geological Survey and the U.S.
Department of Energy would be appreciated in any products
derived from these data.
		</useconst>
		<ptcontac>
			<cntinfo>
				<cntperp>
					<cntper>J.L. Smith</cntper>
					<cntorg>U.S. Geological Survey</cntorg>
				</cntperp>
				<cntpos>Hydrologist</cntpos>
				<cntaddr>
					<addrtype>mailing and physical address</addrtype>
					<address>333 W. Nye Ln.</address>
					<city>Carson City</city>
					<state>NV</state>
					<postal>89706</postal>
					<country>USA</country>
				</cntaddr>
				<cntvoice>1-888-275-8747</cntvoice>
				<cntfax>(775) 887-7629</cntfax>
				<cntemail>jlsmith@usgs.gov</cntemail>
			</cntinfo>
		</ptcontac>
		<datacred>Compilation of this data set and the associated metadata was done
in cooperation with the U.S. Department of Energy.
		</datacred>
		<native>IRIX64, 6.4, IP27 UNIX
ArcInfo version 7.2.1
		</native>
	</idinfo>
	<dataqual>
		<attracc>
			<attraccr>See Entity_Attribute_Information</attraccr>
			<qattracc>
				<attraccv>See explanation</attraccv>
				<attracce>Where present, an explanation is used to describe each
attribute defined in the Entity_and_Attribute section.
				</attracce>
			</qattracc>
		</attracc>
		<logic>Not applicable for raster data.
		</logic>
		<complete>Complete
		</complete>
		<posacc>
			<horizpa>
				<horizpar>For geometric corrections, 36 control points evenly
distributed throughout the image generally are collected.
First order global polynomial models were used.  Control
points were identified from a previously geometrically
corrected image corresponding to the same area.  That
image was corrected using about 36 control points evenly
distributed throughout the image and with a first-order
global polynomial model.  Maps at a scale of 1:24,000
were used to identify control points during that process.
This image-to-image procedure produced acceptable models
for TM data geocorrection.  In some areas, more than a
one- or two-pixel error has been observed as compared
with Digital Line Graph (DLG) data.  Distortions in the
mountainous areas probably were greater than one pixel
due to relief.
				</horizpar>
				<qhorizpa>
					<horizpav>25.0 meters</horizpav>
					<horizpae>Overall root-mean-square (RMS) errors of geocorrection
models used were less than one pixel and generally ranged
from 15 to 25 meters in the x and y directions.  Some
individual control points may have RMS errors approaching
40 meters.
					</horizpae>
				</qhorizpa>
			</horizpa>
		</posacc>
		<lineage>
			<srcinfo>
				<srccite>
					<citeinfo>
						<origin>U.S. Geological Survey (USGS)</origin>
						<pubdate>19890621</pubdate>
						<title>Landsat Thematic Mapper (TM) Imagery</title>
						<geoform>remote-sensing image</geoform>
						<pubinfo>
							<pubplace>Sioux Falls, SD   57198</pubplace>
							<publish>USGS</publish>
						</pubinfo>
					</citeinfo>
				</srccite>
				<typesrc>CD-ROM</typesrc>
				<srctime>
					<timeinfo>
						<sngdate>
							<caldate>19890621</caldate>
						</sngdate>
					</timeinfo>
					<srccurr>ground condition</srccurr>
				</srctime>
				<srccitea>Landsat TM</srccitea>
				<srccontr>The Landsat TM was processed using the National Landsat Archive
Production System (NLAPS) systematic correction.
				</srccontr>
			</srcinfo>
			<procstep>
				<procdesc>The TM data are converted to NASA ELAS format (Science
and Technology Laboratory Application Software;
Beverley and Penton, 1989).  Data quality is assessed,
statistics are collected, and geometric corrections
are performed using ELAS.  Preprocessing of the TM data
included restoration of bad data if found, atmospheric
correction, sensor calibration, calculation to percent
reflectance, and geometric correction.  Cloud presence was
not considered because most of the areas were cloud free.
Atmospheric and radiometric corrections were made using the
programs TMHAZE and TM2REF in Chavez (1989).  Correction
to percent reflectance using the procedure described by
Chavez uses only information contained within the scene.
If significant moisture was present in the atmosphere, the
calculation of percent reflectance could have an error.  In
the southern Nevada desert, this usually does not happen.
No multiplicative atmospheric corrections were made.
Geometric corrections were performed using first order
global polynomial models with nearest neighbor resampling.

TM channels 3 and 4 were then converted to ArcInfo GRID
(R) format.  Lookup tables for the digital number (DN) of
the TM data to percent reflectance were used to create an
attribute for the geocorrected TM data.  The calculations
of the indexes and conversion to integer was then completed
with an ARC Macro Language program.
				</procdesc>
				<srcused>Landsat TM</srcused>
				<procdate>1997</procdate>
			</procstep>
		</lineage>
	</dataqual>
	<spdoinfo>
		<direct>Raster</direct>
		<rastinfo>
			<rasttype>grid cell</rasttype>
			<rowcount>2504</rowcount>
			<colcount>2689</colcount>
		</rastinfo>
	</spdoinfo>
	<spref>
		<horizsys>
			<planar>
				<gridsys>
					<gridsysn>Universal Transverse Mercator</gridsysn>
					<utm>
						<utmzone>11</utmzone>
						<transmer>
							<sfctrmer></sfctrmer>
							<longcm></longcm>
							<latprjo></latprjo>
							<feast></feast>
							<fnorth></fnorth>
						</transmer>
					</utm>
				</gridsys>
				<planci>
					<plance>coordinate pair</plance>
					<coordrep>
						<absres>18.0</absres>
						<ordres>18.0</ordres>
					</coordrep>
					<plandu>Meters</plandu>
				</planci>
			</planar>
			<geodetic>
				<horizdn>North American Datum of 1927</horizdn>
				<ellips>Clarke 1866</ellips>
				<semiaxis>6378206.4</semiaxis>
				<denflat>294.98</denflat>
			</geodetic>
		</horizsys>
	</spref>
	<eainfo>
		<detailed>
			<enttyp>
				<enttypl>grid cell</enttypl>
				<enttypd>grid cell used for MSAVI rescaled value</enttypd>
				<enttypds>ArcInfo(R) GIS Software</enttypds>
			</enttyp>
			<attr>
				<attrlabl>VALUE</attrlabl>
				<attrdef>MSAVI index value</attrdef>
				<attrdefs>Qi, J., Chehbouni, A., Huete, A.R., Kerr, Y.H., and
Sorooshian, S., 1994, A modified soil adjusted vegetation
index:  Remote Sensing of the Environment, v. 48, p.
119-126.
				</attrdefs>
				<attrdomv>
					<rdom>
						<rdommin>0</rdommin>
						<rdommax>200</rdommax>
					</rdom>
				</attrdomv>
			</attr>
		</detailed>
		<overview>
			<eaover>The MSAVI index in VALUE ranging from 0.0 to 1.0, is rescaled
from 0 to 200.  Under certain conditions in dense vegetation,
the MSAVI may be over 1.0, and thus some VALUE entries may be
greater than 200. The VAT file of the ArcInfo grid
also contains the attribute COUNT which is the number of
pixels having an assigned VALUE. The ArcInfo grid also
includes a statistic file (MSAVI89.STA) which contains
the attributes MIN, MAX, MEAN, and STDV, where MIN is the
minimum of VALUE, MAX is the maximum of VALUE, MEAN is the
mean of VALUE, and STDV is the standard deviation of VALUE.
These attributes are not included in any non-proprietary
digital data sets.


MSAVI89.VAT:

COLUMN   ITEM NAME        WIDTH OUTPUT  TYPE N.DEC  ALTERNATE NAME
    1  VALUE                  4    10     B      -
    5  COUNT                  4    10     B      -


MSAVI89.STA:

COLUMN   ITEM NAME        WIDTH OUTPUT  TYPE N.DEC  ALTERNATE NAME
    1  MIN                    8    15     F      3
    9  MAX                    8    15     F      3
   17  MEAN                   8    15     F      3
   25  STDV                   8    15     F      3

			</eaover>
			<eadetcit>none</eadetcit>
		</overview>
	</eainfo>
	<distinfo>
		<distrib>
			<cntinfo>
				<cntorgp>
					<cntorg>U.S. Geological Survey</cntorg>
				</cntorgp>
				<cntpos>Ask USGS - Water Webserver Team</cntpos>
				<cntaddr>
					<addrtype>mailing</addrtype>
					<address>445 National Center</address>
					<city>Reston</city>
					<state>VA</state>
					<postal>20192</postal>
				</cntaddr>
				<cntvoice>1-888-275-8747 (1-888-ASK-USGS)</cntvoice>
				<cntemail>http://water.usgs.gov/user_feedback_form.html</cntemail>
			</cntinfo>
		</distrib>
		<distliab>Although this data set has been used by the U.S. Geological
Survey, U.S. Department of the Interior, no warranty expressed or
implied is made by the U.S. Geological Survey as to the accuracy
of the data and related materials. The act of distribution shall not 
constitute any such warranty, and no responsibility is assumed by 
the U.S. Geological Survey in the use of this data, software, or 
related materials.

Any use of trade, product, or firm names is for descriptive
purposes only and does not imply endorsement by the U.S.
Government.</distliab>
		<stdorder>
			<digform>
				<digtinfo>
					<formname>Export</formname>
					<formcont>Full coverage</formcont>
					<filedec>zipped</filedec>
					<transize>1</transize>
				</digtinfo>
				<digtopt>
					<onlinopt>
						<computer>
							<networka>
								<networkr>http://water.usgs.gov/GIS/dsdl/msavi89_data.tgz</networkr>
							</networka>
						</computer>
					</onlinopt>
				</digtopt>
			</digform>
			<digform>
				<digtinfo>
					<formname>Export</formname>
					<formcont>Full coverage</formcont>
					<filedec>zipped</filedec>
					<transize>1</transize>
				</digtinfo>
				<digtopt>
					<onlinopt>
						<computer>
							<networka>
								<networkr>http://water.usgs.gov/GIS/dsdl/msavi89_meta.tgz</networkr>
							</networka>
						</computer>
					</onlinopt>
				</digtopt>
			</digform>
			<fees>None. This dataset is provided by USGS as a public service.</fees>
		</stdorder>
	</distinfo>
	<metainfo>
		<metd>20041108</metd>
		<metc>
			<cntinfo>
				<cntorgp>
					<cntorg>U.S. Geological Survey</cntorg>
				</cntorgp>
				<cntpos>Ask USGS -- Water Webserver Team</cntpos>
				<cntaddr>
					<addrtype>mailing</addrtype>
					<address>445 National Center</address>
					<city>Reston</city>
					<state>VA</state>
					<postal>20192</postal>
				</cntaddr>
				<cntvoice>1-888-275-8747 (1-888-ASK-USGS)</cntvoice>
				<cntemail>http://answers.usgs.gov/cgi-bin/gsanswers?pemail=h2oteam&amp;subject=GIS+Dataset+msavi89</cntemail>
			</cntinfo>
		</metc>
		<metstdn>FGDC Content Standards for Digital Geospatial Metadata</metstdn>
		<metstdv>FGDC-STD-001-1998</metstdv>
	</metainfo>
</metadata>
